DeltaSignal ATLAS-7

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'stress_field': {'type': 'string', 'description': 'Optional stress field override for stress-ranked tools.'}, 'signal_filter': {'type': 'string', 'description': 'Optional alpha signal text filter.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'description': 'Issuer CIK when ticker is not supplied.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker, for example IREN.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'description': 'Issuer CIK when ticker is not supplied.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker, for example IREN.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'description': 'Issuer CIK when ticker is not supplied.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker, for example IREN.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'sort': {'type': 'array', 'items': {'type': 'object', 'description': 'Field and direction.', 'additionalProperties': True}, 'description': 'Optional validated sort fields.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'fields': {'type': 'array', 'items': {'type': 'string', 'description': 'Field name.'}, 'description': 'Optional allowlisted fields. Evidence fields are appended automatically.'}, 'intent': {'type': 'string', 'description': 'Allowlisted semantic intent.'}, 'filters': {'type': 'array', 'items': {'type': 'object', 'description': 'Field, operator, and value.', 'additionalProperties': True}, 'description': 'Optional validated filters.'}, 'model_key': {'type': 'string', 'description': 'Allowlisted semantic model key.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'stress_field': {'type': 'string', 'description': 'Optional stress field override for stress-ranked tools.'}, 'signal_filter': {'type': 'string', 'description': 'Optional alpha signal text filter.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'description': 'Optional CIK.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows.'}, 'ticker': {'type': 'string', 'description': 'Optional ticker.'}, 'accession': {'type': 'string', 'description': 'Optional SEC accession.'}, 'fact_name': {'type': 'string', 'description': 'Optional fact or concept name.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'sort': {'type': 'array', 'items': {'type': 'object', 'description': 'Field and direction.', 'additionalProperties': True}, 'description': 'Optional validated sort fields.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'fields': {'type': 'array', 'items': {'type': 'string', 'description': 'Field name.'}, 'description': 'Optional allowlisted fields. Evidence fields are appended automatically.'}, 'intent': {'type': 'string', 'description': 'Allowlisted semantic intent.'}, 'filters': {'type': 'array', 'items': {'type': 'object', 'description': 'Field, operator, and value.', 'additionalProperties': True}, 'description': 'Optional validated filters.'}, 'model_key': {'type': 'string', 'description': 'Allowlisted semantic model key.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': ['model_key'], 'properties': {'model_key': {'type': 'string', 'description': 'Required governed semantic model key.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'description': 'Issuer CIK when ticker is not supplied.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker, for example IREN.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'description': 'Issuer CIK when ticker is not supplied.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker, for example IREN.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'description': 'Optional CIK.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows.'}, 'ticker': {'type': 'string', 'description': 'Optional ticker.'}, 'accession': {'type': 'string', 'description': 'Optional SEC accession.'}, 'fact_name': {'type': 'string', 'description': 'Optional fact or concept name.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows.'}, 'instrument': {'type': 'string', 'description': 'Optional market instrument.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum health rows.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'stress_field': {'type': 'string', 'description': 'Optional stress field override for stress-ranked tools.'}, 'signal_filter': {'type': 'string', 'description': 'Optional alpha signal text filter.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'description': 'Issuer CIK when ticker is not supplied.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker, for example IREN.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'description': 'Issuer CIK when ticker is not supplied.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker, for example IREN.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'stress_field': {'type': 'string', 'description': 'Optional stress field override for stress-ranked tools.'}, 'signal_filter': {'type': 'string', 'description': 'Optional alpha signal text filter.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'description': 'Issuer CIK when ticker is not supplied.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker, for example IREN.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum readiness rows.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'description': 'Issuer CIK when ticker is not supplied.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker, for example IREN.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'sort': {'type': 'array', 'items': {'type': 'object', 'description': 'Field and direction.', 'additionalProperties': True}, 'description': 'Optional validated sort fields.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'fields': {'type': 'array', 'items': {'type': 'string', 'description': 'Field name.'}, 'description': 'Optional allowlisted fields. Evidence fields are appended automatically.'}, 'intent': {'type': 'string', 'description': 'Allowlisted semantic intent.'}, 'filters': {'type': 'array', 'items': {'type': 'object', 'description': 'Field, operator, and value.', 'additionalProperties': True}, 'description': 'Optional validated filters.'}, 'model_key': {'type': 'string', 'description': 'Allowlisted semantic model key.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'stress_field': {'type': 'string', 'description': 'Optional stress field override for stress-ranked tools.'}, 'signal_filter': {'type': 'string', 'description': 'Optional alpha signal text filter.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'description': 'Optional CIK.'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows.'}, 'theme': {'type': 'string', 'description': 'Optional theme filter.'}, 'ticker': {'type': 'string', 'description': 'Optional ticker.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1, 'description': 'Maximum rows to return.'}, 'stress_field': {'type': 'string', 'description': 'Optional stress field override for stress-ranked tools.'}, 'signal_filter': {'type': 'string', 'description': 'Optional alpha signal text filter.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'ATLAS-7 subscription-gated semantic evidence envelope.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum rows to return. Use 10-25 for agent summaries and up to 100 for full screening.'}, 'risk_tier': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional risk tier filter such as HIGH, MODERATE, LOW, or UNCLASSIFIED.'}, 'issuer_type': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional issuer-type filter: operating_company, etf_trust, fund_vehicle, foreign_issuer, unresolved_identifier, or all.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional DeltaSignal source slice date in YYYY-MM-DD format.'}, 'quality_flag': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional normalized quality filter such as high, medium, low, or unknown.'}, 'include_funds': {'type': 'boolean', 'description': 'Set true to include ETF, trust, fund, and product-vehicle rows in the screen.'}, 'debt_coverage_status': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional debt coverage filter such as resolved_nonzero, legitimate_zero_debt, or low_confidence_missing_debt.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'description': 'Alpha opportunity row with ticker, CIK/entity metadata when available, issuer type, identity status, raw alpha score, board rank score, risk, quality, debt coverage, treasury, and provenance fields.', 'additionalProperties': True}, 'description': 'Ranked alpha-opportunity rows.'}, 'meta': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Number of rows returned in data.'}, 'limit': {'type': 'integer', 'description': 'Limit applied to the query.'}, 'total': {'type': 'integer', 'description': 'Total matching rows before pagination.'}, 'offset': {'type': 'integer', 'description': 'Offset applied to the query when available.'}}, 'description': 'Pagination and count metadata.', 'additionalProperties': True}}, 'description': 'Ranked Phase 1 alpha-opportunity screen for the active DeltaSignal issuer universe. The default screen focuses on operating-company issuers and requires issuer drilldown; ETF/trust/fund/product vehicles require explicit opt-in.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum sample rows to return in each audit sample. Use 10-25 for agent summaries and up to 100 for broad debugging.'}, 'issuer_type': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional issuer-type audit filter: operating_company, etf_trust, fund_vehicle, foreign_issuer, unresolved_identifier, or all.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional DeltaSignal source slice date in YYYY-MM-DD format.'}, 'include_rows': {'type': 'boolean', 'description': 'Set true only when the user explicitly asks for the full publishable audit rows.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['source_date', 'default_filter', 'issuer_type_summary', 'identity_summary', 'quality_gate_summary', 'rank_delta_summary'], 'properties': {'rows': {'type': 'array', 'items': {'type': 'object', 'description': 'Full alpha opportunity audit row.', 'additionalProperties': True}, 'description': 'Full publishable audit rows, present only when include_rows=true.'}, 'caveats': {'type': 'array', 'items': {'type': 'string', 'description': 'Caveat text.'}, 'description': 'Human-readable caveats for the audit surface.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source slice date used for the audit.'}, 'tower_status': {'type': 'string', 'description': 'DeltaSignal tower/data-plane status for the source slice.'}, 'market_regime': {'type': 'string', 'description': 'Market regime label used by the alpha board.'}, 'default_filter': {'type': 'object', 'description': 'Default alpha-board filter contract, including the operating-company default.', 'additionalProperties': True}, 'tower_coherence': {'type': 'number', 'description': 'Numeric tower-coherence score for the source slice.'}, 'identity_summary': {'type': 'object', 'description': 'Counts for resolved issuers, identifier-only rows, unresolved rows, and default issuer-type exclusions.', 'additionalProperties': True}, 'rank_delta_summary': {'type': 'object', 'description': 'Raw alpha rank versus board-rank demotion statistics.', 'additionalProperties': True}, 'demoted_rows_sample': {'type': 'array', 'items': {'type': 'object', 'description': 'Demoted alpha audit row summary.', 'additionalProperties': True}, 'description': 'Sample rows whose board rank is lower than raw alpha rank.'}, 'issuer_type_summary': {'type': 'object', 'description': 'Counts by issuer_type such as operating_company, etf_trust, fund_vehicle, and foreign_issuer.', 'additionalProperties': True}, 'quality_gate_summary': {'type': 'object', 'description': 'Counts for rows that passed or were demoted by quality gates.', 'additionalProperties': True}, 'top_raw_alpha_sample': {'type': 'array', 'items': {'type': 'object', 'description': 'Raw alpha audit row summary.', 'additionalProperties': True}, 'description': 'Top rows by raw alpha score before board-rank gates.'}, 'top_board_rank_sample': {'type': 'array', 'items': {'type': 'object', 'description': 'Board-ranked alpha audit row summary.', 'additionalProperties': True}, 'description': 'Top rows by final board-rank score after gates.'}, 'recommended_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Recommended drilldown tool and arguments.', 'additionalProperties': True}, 'description': 'Recommended follow-up tool calls for explaining rows.'}, 'excluded_from_default_sample': {'type': 'array', 'items': {'type': 'object', 'description': 'Excluded alpha audit row summary.', 'additionalProperties': True}, 'description': 'Sample rows excluded from the default operating-company alpha board.'}}, 'description': 'Alpha-opportunity board audit explaining issuer-type filters, identity quality, quality gates, and raw-alpha versus board-rank demotions.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['ticker'], 'properties': {'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Required crypto public company ticker symbol. The server normalizes it to uppercase. Good examples: COIN, MSTR, MARA, RIOT, HUT, CLSK. Do not use asset symbols like BTC or ETH unless they are also public-company tickers.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional DeltaSignal source slice date in YYYY-MM-DD format. Omit this for the latest active slice; set it only when reproducing a prior dated run.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['ticker', 'source_date'], 'properties': {'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Filing or reporting period date backing the current issuer slice when available.'}, 'ticker': {'type': 'string', 'description': 'Normalized public-company ticker symbol used for the query, such as COIN or MARA.'}, 'provenance': {'type': 'object', 'description': 'Filing/data provenance, including quality flag, linkbase status, source date, computed timestamp, and resolution methods.', 'additionalProperties': True}, 'alpha_score': {'type': 'integer', 'maximum': 100, 'minimum': 0, 'description': 'Composite DeltaSignal alpha score from 0 to 100. Higher values indicate stronger modeled issuer setup.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name when available.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source slice date used for the alpha calculation.'}, 'score_inputs': {'type': 'object', 'description': 'Source input values used by the scoring layer, including stress, peer, quality, and treasury inputs when available.', 'additionalProperties': True}, 'tower_status': {'type': 'string', 'description': 'DeltaSignal tower/data-plane status for the issuer slice.'}, 'market_regime': {'type': 'string', 'description': 'Market-regime label used by the current DeltaSignal slice.'}, 'tower_coherence': {'type': 'number', 'description': 'Numeric coherence score for the active DeltaSignal tower state.'}, 'regime_fit_score': {'type': 'integer', 'maximum': 100, 'minimum': 0, 'description': 'Model score from 0 to 100 describing current regime alignment for the issuer.'}, 'research_posture': {'type': 'string', 'description': 'Short non-advice research-triage label such as monitoring screen, constructive evidence screen, or high-priority diligence screen.'}, 'treasury_strength': {'type': 'string', 'description': 'Categorical treasury-strength label derived from filing-backed balance-sheet context.'}, 'alpha_interpretation': {'type': 'string', 'description': 'Plain-English explanation of the main drivers behind the alpha score.'}, 'alpha_score_breakdown': {'type': 'object', 'description': 'Component scores that contribute to alpha_score, such as stress_resilience, regime_fit, treasury_strength, and debt_cleanliness.', 'additionalProperties': {'type': 'number'}}, 'dominant_treasury_asset': {'type': 'string', 'description': 'Dominant treasury asset classification when available.'}, 'stress_resilience_score': {'type': 'integer', 'maximum': 100, 'minimum': 0, 'description': 'Modeled resilience score from 0 to 100 under DeltaSignal stress assumptions.'}, 'treasury_strength_score': {'type': 'integer', 'maximum': 100, 'minimum': 0, 'description': 'Treasury strength score from 0 to 100.'}}, 'description': 'Alpha-signal research result for one crypto public company. Scores are issuer-level DeltaSignal values from 0 to 100 when present.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'output_mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode. Only compact is accepted.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Server-enforced DeltaSignal alpha sweep composite response.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'SEC CIK, with or without CIK prefix.'}, 'title': {'type': 'string', 'maxLength': 220, 'minLength': 0, 'description': 'Optional current article title.'}, 'issuer': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Issuer ticker or short symbol. Prefer ticker for public companies.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Issuer ticker. HUT is the seeded MVP ticker.'}, 'company': {'type': 'string', 'maxLength': 160, 'minLength': 1, 'description': 'SEC registrant company name.'}, 'tripcode': {'type': 'string', 'maxLength': 120, 'minLength': 8, 'description': 'Optional TF-SUB article TripCode alias. Prefer article_tripcode.'}, 'filing_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'SEC filing date.'}, 'filing_type': {'type': 'string', 'maxLength': 24, 'minLength': 1, 'description': 'SEC form type such as 10-Q or 8-K.'}, 'report_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'SEC report date or period end.'}, 'thesis_line': {'type': 'string', 'maxLength': 400, 'minLength': 0, 'description': 'Optional current article thesis line.'}, 'filing_period': {'type': 'string', 'maxLength': 24, 'minLength': 1, 'description': 'Normalized filing period such as 2026-Q1.'}, 'xbrl_instance': {'type': 'string', 'maxLength': 240, 'minLength': 1, 'description': 'XBRL instance document reference when available.'}, 'primary_filing': {'type': 'string', 'maxLength': 240, 'minLength': 1, 'description': 'Primary SEC filing document reference.'}, 'research_river': {'type': 'array', 'items': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'TF-SUB TripCode.'}, 'description': 'Optional prior TF-SUB article TripCodes linked to this filing object.'}, 'river_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 120, 'minLength': 8, 'description': 'TF-RIVER TripCode.'}, 'description': 'Optional linked TF-RIVER TripCodes.'}, 'accession_number': {'type': 'string', 'maxLength': 32, 'minLength': 1, 'description': 'SEC accession number when the object is filing-specific.'}, 'article_tripcode': {'type': 'string', 'maxLength': 120, 'minLength': 8, 'description': 'Optional TF-SUB article node TripCode from the article subtitle.'}, 'comparison_focus': {'type': 'string', 'maxLength': 160, 'minLength': 0, 'description': 'Optional thesis-map focus.'}, 'filing_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 120, 'minLength': 12, 'description': 'TF-XBRL TripCode.'}, 'description': 'Optional TF-XBRL filing evidence TripCodes. HUT with no filing_tripcodes loads the seeded HUT filing pack.'}, 'latest_article_node': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Optional latest TF-SUB article node linked to this filing evidence object.'}, 'linked_ds_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 120, 'minLength': 8, 'description': 'TF-DS TripCode.'}, 'description': 'Optional linked TF-DS signal TripCodes from the current article object.'}, 'companyfacts_snapshot': {'type': 'string', 'maxLength': 240, 'minLength': 1, 'description': 'CompanyFacts snapshot reference when available.'}, 'linked_xbrl_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 120, 'minLength': 12, 'description': 'TF-XBRL TripCode.'}, 'description': 'Optional linked TF-XBRL evidence TripCodes from the current article object.'}, 'prior_article_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 120, 'minLength': 8, 'description': 'TF-SUB TripCode.'}, 'description': 'Optional prior TF-SUB TripCodes in the issuer River.'}, 'deltasignal_method_version': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Optional method version override for deterministic regeneration tests.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Article-centered thesis map across TF-SUB, TF-XBRL, TF-DS, and TF-RIVER continuity.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['status', 'issuer_count', 'operation_count', 'failed_count'], 'properties': {'ok': {'type': 'boolean', 'description': 'True when the latest audit is fresh and all current, historical, and composite checks have zero failures.'}, 'job': {'type': 'object', 'description': 'Azure Container App Job metadata known from the artifact surface.', 'additionalProperties': True}, 'mode': {'type': 'string', 'description': 'Audit mode, normally full.'}, 'stale': {'type': 'boolean', 'description': 'True when the latest audit is older than the freshness window.'}, 'status': {'type': 'string', 'description': 'healthy, stale, failing, or unknown.'}, 'artifact': {'type': 'object', 'description': 'Azure Blob artifact metadata, including container, prefix, summary blob, and last modified timestamp.', 'additionalProperties': True}, 'base_url': {'type': 'string', 'description': 'DeltaSignal API base URL audited by the job.'}, 'ok_count': {'type': 'integer', 'description': 'Successful operation checks.'}, 'age_hours': {'type': 'number', 'description': 'Hours since the latest audit finished.'}, 'provenance': {'type': 'object', 'description': 'Source and schema provenance for the returned health summary.', 'additionalProperties': True}, 'failed_count': {'type': 'integer', 'description': 'Failed operation checks.'}, 'issuer_count': {'type': 'integer', 'description': 'Issuer rows covered by the audit.'}, 'skipped_count': {'type': 'integer', 'description': 'Skipped operation checks.'}, 'started_at_utc': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'UTC start timestamp from the latest audit summary.'}, 'finished_at_utc': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'UTC finish timestamp from the latest audit summary.'}, 'operation_count': {'type': 'integer', 'description': 'Total operation checks in the audit.'}, 'identity_gap_count': {'type': 'integer', 'description': 'Issuer identity gaps reported by the audit.'}, 'not_applicable_count': {'type': 'integer', 'description': 'Expected not-applicable checks, such as CIK-only rows on ticker-only legacy routes.'}, 'composite_failed_count': {'type': 'integer', 'description': 'Failed composite MCP operation checks.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window used by this health check.'}, 'historical_failed_count': {'type': 'integer', 'description': 'Failed historical ATLAS-7 operation checks.'}, 'last_successful_run_utc': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'UTC completion timestamp for the latest audit summary artifact.'}, 'composite_operation_count': {'type': 'integer', 'description': 'Composite MCP operation checks.'}, 'historical_operation_count': {'type': 'integer', 'description': 'Historical ATLAS-7 operation checks.'}}, 'description': 'Latest Azure ATLAS-7 regression audit health summary.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'maxLength': 13, 'minLength': 1, 'description': 'Optional CIK filter. Bare digits or CIK-prefixed digits are accepted.'}, 'mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode: compact or full. Compact omits source_fields_json.'}, 'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum calculation rows to return. Defaults to 25 and is capped at 100 through MCP.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset over calculation rows.'}, 'ticker': {'type': 'string', 'maxLength': 10, 'minLength': 1, 'description': 'Optional issuer ticker, for example MSTR.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional exact ATLAS-7 source date in YYYY-MM-DD format. Defaults to latest when no range is supplied.'}, 'source_date_to': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date upper bound in YYYY-MM-DD format.'}, 'source_date_from': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date lower bound in YYYY-MM-DD format.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'properties': {'rank': {'type': 'integer', 'description': 'Rank in the current result set when available.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Filing/reporting period or source date.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker.'}, 'risk_tier': {'type': 'string', 'description': 'Risk tier label.'}, 'atlas_tier': {'type': 'string', 'description': 'ATLAS tier label.'}, 'data_source': {'type': 'string', 'description': 'Source category.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name when available.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source slice date.'}, 'quality_flag': {'type': 'string', 'description': 'Data quality flag.'}, 'stress_50pct': {'type': 'number', 'description': 'Stress value under 50 percent stress assumptions.'}, 'market_regime': {'type': 'string', 'description': 'Market regime label when available.'}, 'live_risk_tier': {'type': 'string', 'description': 'Live-price-adjusted risk tier when available.'}, 'resonance_status': {'type': 'string', 'description': 'Stress resonance status.'}, 'live_stress_50pct': {'type': 'number', 'description': 'Live-price-adjusted 50 percent stress value when available.'}, 'is_linkbase_backed': {'type': 'boolean', 'description': 'Whether SEC XBRL linkbase/rooted facts back the row.'}, 'debt_coverage_status': {'type': 'string', 'description': 'Debt coverage classification.'}, 'covenant_headroom_50pct': {'type': 'number', 'description': 'Covenant headroom under 50 percent stress assumptions.'}, 'live_covenant_headroom_50pct': {'type': 'number', 'description': 'Live-price-adjusted covenant headroom when available.'}}, 'description': 'Calculation-history row with covenant, fundamentals, peer, alpha, market regime, SPECTRA inputs, quality/provenance, and hashes.', 'additionalProperties': True}, 'description': 'Rows returned by the screen.'}, 'meta': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Number of rows returned in data.'}, 'limit': {'type': 'integer', 'description': 'Limit applied to the query.'}, 'total': {'type': 'integer', 'description': 'Total matching rows before pagination.'}, 'offset': {'type': 'integer', 'description': 'Offset applied to the query.'}}, 'description': 'Pagination and count metadata.', 'additionalProperties': True}}, 'description': 'Complete ATLAS-7 calculation-history rows keyed by source_date and issuer.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'maxLength': 13, 'minLength': 1, 'description': 'Optional SEC CIK. Accepts bare digits or CIK-prefixed form and normalizes to 10 digits.'}, 'mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode. Use compact by default; summary includes the compact summary object.'}, 'limit': {'type': 'integer', 'maximum': 250, 'minimum': 1, 'description': 'Maximum issuer rows to return. Defaults to 25 and is capped at 250.'}, 'offset': {'type': 'integer', 'maximum': 100000, 'minimum': 0, 'description': 'Pagination offset over compact issuer rows.'}, 'ticker': {'type': 'string', 'maxLength': 10, 'minLength': 1, 'description': 'Optional public-company ticker. Omit with cik to page the full materialized crypto issuer universe.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional materialized CompanyFacts source date in YYYY-MM-DD format. Defaults to the latest materialized source date.'}, 'include_summary': {'type': 'boolean', 'description': 'Include the compact summary JSON object in each row.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'properties': {'rank': {'type': 'integer', 'description': 'Rank in the current result set when available.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Filing/reporting period or source date.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker.'}, 'risk_tier': {'type': 'string', 'description': 'Risk tier label.'}, 'atlas_tier': {'type': 'string', 'description': 'ATLAS tier label.'}, 'data_source': {'type': 'string', 'description': 'Source category.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name when available.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source slice date.'}, 'quality_flag': {'type': 'string', 'description': 'Data quality flag.'}, 'stress_50pct': {'type': 'number', 'description': 'Stress value under 50 percent stress assumptions.'}, 'market_regime': {'type': 'string', 'description': 'Market regime label when available.'}, 'live_risk_tier': {'type': 'string', 'description': 'Live-price-adjusted risk tier when available.'}, 'resonance_status': {'type': 'string', 'description': 'Stress resonance status.'}, 'live_stress_50pct': {'type': 'number', 'description': 'Live-price-adjusted 50 percent stress value when available.'}, 'is_linkbase_backed': {'type': 'boolean', 'description': 'Whether SEC XBRL linkbase/rooted facts back the row.'}, 'debt_coverage_status': {'type': 'string', 'description': 'Debt coverage classification.'}, 'covenant_headroom_50pct': {'type': 'number', 'description': 'Covenant headroom under 50 percent stress assumptions.'}, 'live_covenant_headroom_50pct': {'type': 'number', 'description': 'Live-price-adjusted covenant headroom when available.'}}, 'description': 'Compact issuer CompanyFacts row with crypto tags, top tags, taxonomy counts, evidence hash, and fact source pointer.', 'additionalProperties': True}, 'description': 'Rows returned by the screen.'}, 'meta': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Number of rows returned in data.'}, 'limit': {'type': 'integer', 'description': 'Limit applied to the query.'}, 'total': {'type': 'integer', 'description': 'Total matching rows before pagination.'}, 'offset': {'type': 'integer', 'description': 'Offset applied to the query.'}}, 'description': 'Pagination and count metadata.', 'additionalProperties': True}}, 'description': 'Compact materialized SEC CompanyFacts rows keyed by source_date and issuer.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'maxLength': 13, 'minLength': 1, 'description': 'Optional issuer CIK filter. Digits only.'}, 'mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode: compact or full.'}, 'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum issuer rows to return. Defaults to 25 and is capped at 100 through MCP.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset over issuer rows.'}, 'ticker': {'type': 'string', 'maxLength': 10, 'minLength': 1, 'description': 'Optional issuer ticker filter, for example NVDA or MSTR.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional exact ATLAS issuer-truth source date in YYYY-MM-DD format.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer row with per-level readiness, evidence, summary, and non-advice boundary.', 'additionalProperties': True}, 'description': 'Issuer applicability rows.'}, 'meta': {'type': 'object', 'description': 'Source-date, pagination, and source-table metadata.', 'additionalProperties': True}, 'route': {'type': 'string', 'description': 'REST route used by the MCP tool.'}, 'filters': {'type': 'object', 'description': 'Applied ticker, CIK, source date, mode, and pagination filters.', 'additionalProperties': True}, 'boundary': {'type': 'string', 'description': 'Evidence-boundary statement for generalized four-level coverage.'}, 'payload_mode': {'type': 'string', 'description': 'compact or full.'}, 'method_version': {'type': 'string', 'description': 'Version label for the four-level applicability reader.'}, 'materialization_status': {'type': 'string', 'description': 'Whether the payload is dynamically assembled from ATLAS issuer truth and sidecar tables.'}}, 'description': 'ATLAS-7 four-level applicability/readiness rows for issuer, market, basket, and capability-gated depth/reference evidence.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'maxLength': 13, 'minLength': 1, 'description': 'Optional CIK filter. Bare digits or CIK-prefixed digits are accepted.'}, 'mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode. Use compact by default; full includes factor_payload.'}, 'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum daily factor rows to return. Defaults to 250 on REST and is capped lower on MCP.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset for daily factor rows.'}, 'ticker': {'type': 'string', 'maxLength': 10, 'minLength': 1, 'description': 'Optional issuer ticker filter, for example MSTR.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional CompanyFacts archive source date in YYYY-MM-DD format.'}, 'as_of_date_to': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive as-of date upper bound in YYYY-MM-DD format.'}, 'as_of_date_from': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive as-of date lower bound in YYYY-MM-DD format.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'properties': {'rank': {'type': 'integer', 'description': 'Rank in the current result set when available.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Filing/reporting period or source date.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker.'}, 'risk_tier': {'type': 'string', 'description': 'Risk tier label.'}, 'atlas_tier': {'type': 'string', 'description': 'ATLAS tier label.'}, 'data_source': {'type': 'string', 'description': 'Source category.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name when available.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source slice date.'}, 'quality_flag': {'type': 'string', 'description': 'Data quality flag.'}, 'stress_50pct': {'type': 'number', 'description': 'Stress value under 50 percent stress assumptions.'}, 'market_regime': {'type': 'string', 'description': 'Market regime label when available.'}, 'live_risk_tier': {'type': 'string', 'description': 'Live-price-adjusted risk tier when available.'}, 'resonance_status': {'type': 'string', 'description': 'Stress resonance status.'}, 'live_stress_50pct': {'type': 'number', 'description': 'Live-price-adjusted 50 percent stress value when available.'}, 'is_linkbase_backed': {'type': 'boolean', 'description': 'Whether SEC XBRL linkbase/rooted facts back the row.'}, 'debt_coverage_status': {'type': 'string', 'description': 'Debt coverage classification.'}, 'covenant_headroom_50pct': {'type': 'number', 'description': 'Covenant headroom under 50 percent stress assumptions.'}, 'live_covenant_headroom_50pct': {'type': 'number', 'description': 'Live-price-adjusted covenant headroom when available.'}}, 'description': 'Daily factor row with alpha, stress, freshness, quality flags, and evidence hash.', 'additionalProperties': True}, 'description': 'Rows returned by the screen.'}, 'meta': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Number of rows returned in data.'}, 'limit': {'type': 'integer', 'description': 'Limit applied to the query.'}, 'total': {'type': 'integer', 'description': 'Total matching rows before pagination.'}, 'offset': {'type': 'integer', 'description': 'Offset applied to the query.'}}, 'description': 'Pagination and count metadata.', 'additionalProperties': True}}, 'description': 'CompanyFacts-derived point-in-time ATLAS-7 factor rows keyed by as_of_date and issuer.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['ticker'], 'properties': {'limit': {'type': 'integer', 'maximum': 2000, 'minimum': 1, 'description': 'Maximum dated rows to return. Defaults to 500 and is capped at 2000.'}, 'offset': {'type': 'integer', 'maximum': 100000, 'minimum': 0, 'description': 'Pagination offset over dated ATLAS rows.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Required crypto public company ticker. Examples: MSTR, COIN, MARA, RIOT.'}, 'source_date_to': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive ATLAS source-date upper bound in YYYY-MM-DD format.'}, 'source_date_from': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive ATLAS source-date lower bound in YYYY-MM-DD format.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'properties': {'rank': {'type': 'integer', 'description': 'Rank in the current result set when available.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Filing/reporting period or source date.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker.'}, 'risk_tier': {'type': 'string', 'description': 'Risk tier label.'}, 'atlas_tier': {'type': 'string', 'description': 'ATLAS tier label.'}, 'data_source': {'type': 'string', 'description': 'Source category.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name when available.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source slice date.'}, 'quality_flag': {'type': 'string', 'description': 'Data quality flag.'}, 'stress_50pct': {'type': 'number', 'description': 'Stress value under 50 percent stress assumptions.'}, 'market_regime': {'type': 'string', 'description': 'Market regime label when available.'}, 'live_risk_tier': {'type': 'string', 'description': 'Live-price-adjusted risk tier when available.'}, 'resonance_status': {'type': 'string', 'description': 'Stress resonance status.'}, 'live_stress_50pct': {'type': 'number', 'description': 'Live-price-adjusted 50 percent stress value when available.'}, 'is_linkbase_backed': {'type': 'boolean', 'description': 'Whether SEC XBRL linkbase/rooted facts back the row.'}, 'debt_coverage_status': {'type': 'string', 'description': 'Debt coverage classification.'}, 'covenant_headroom_50pct': {'type': 'number', 'description': 'Covenant headroom under 50 percent stress assumptions.'}, 'live_covenant_headroom_50pct': {'type': 'number', 'description': 'Live-price-adjusted covenant headroom when available.'}}, 'description': 'Dated ATLAS row with covenant stress, debt, BTC holdings, risk tier, quality, and provenance fields.', 'additionalProperties': True}, 'description': 'Rows returned by the screen.'}, 'meta': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Number of rows returned in data.'}, 'limit': {'type': 'integer', 'description': 'Limit applied to the query.'}, 'total': {'type': 'integer', 'description': 'Total matching rows before pagination.'}, 'offset': {'type': 'integer', 'description': 'Offset applied to the query.'}}, 'description': 'Pagination and count metadata.', 'additionalProperties': True}}, 'description': 'Historical ATLAS-7 issuer time series keyed by source_date.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode: compact or full.'}, 'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum calculation-history rows to return. Defaults to 25 and is capped at 100 through MCP.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset over calculation-history rows.'}, 'product': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional Coinbase INTX product_id or contract_symbol filter, for example AI-PERP-INTX.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional exact source date in YYYY-MM-DD format.'}, 'source_date_to': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date upper bound in YYYY-MM-DD format.'}, 'source_date_from': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date lower bound in YYYY-MM-DD format.'}, 'underlying_ticker': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional underlying ticker filter, for example AI or COIN50.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'description': 'Perp factor-history row with contract identity, factor fields, deltas, quality, and optional market inputs or lineage.', 'additionalProperties': True}, 'description': 'Perp history rows.'}, 'meta': {'type': 'object', 'description': 'Source-date, pagination, and persistence metadata for the returned history rows.', 'additionalProperties': True}, 'route': {'type': 'string', 'description': 'REST route used by the MCP tool.'}, 'filters': {'type': 'object', 'description': 'Applied product, underlying_ticker, date, mode, and pagination filters.', 'additionalProperties': True}, 'boundary': {'type': 'string', 'description': 'Evidence-boundary statement for the perp lane.'}, 'payload_mode': {'type': 'string', 'description': 'compact or full.'}, 'method_version': {'type': 'string', 'description': 'Version label for the dynamic perp history materializer.'}, 'materialization_status': {'type': 'string', 'description': 'Whether the payload is dynamically assembled from persisted market-factor rows.'}}, 'description': 'Coinbase INTX perp market-factor history assembled from persisted venue-pure recorder evidence.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['product'], 'properties': {'mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode: compact or full.'}, 'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum grouped constituent registries to return. Defaults to 25 and is capped at 100 through MCP.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset over grouped constituent registries.'}, 'product': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Required Coinbase thematic or index perp product_id or contract_symbol, for example COIN50-PERP-INTX.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional exact source date in YYYY-MM-DD format.'}, 'source_date_to': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date upper bound in YYYY-MM-DD format.'}, 'source_date_from': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date lower bound in YYYY-MM-DD format.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'description': 'Registry slice keyed by source_date and index_symbol with constituent_count, total_weight, source, constituents, and optional lineage fields.', 'additionalProperties': True}, 'description': 'Grouped constituent registries.'}, 'meta': {'type': 'object', 'description': 'Source-date, pagination, grouping, and persistence metadata for the returned registries.', 'additionalProperties': True}, 'route': {'type': 'string', 'description': 'REST route used by the MCP tool.'}, 'filters': {'type': 'object', 'description': 'Applied product, date, mode, and pagination filters.', 'additionalProperties': True}, 'boundary': {'type': 'string', 'description': 'Evidence-boundary statement for the constituent registry lane.'}, 'payload_mode': {'type': 'string', 'description': 'compact or full.'}, 'method_version': {'type': 'string', 'description': 'Version label for the dynamic constituent-registry reader.'}, 'materialization_status': {'type': 'string', 'description': 'Whether the payload is assembled from persisted curated constituent rows.'}}, 'description': 'Coinbase thematic/index perp constituent registries read from persisted additive overlay rows.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['product'], 'properties': {'mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode: compact or full.'}, 'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum factor-history rows to return. Defaults to 25 and is capped at 100 through MCP.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset over factor-history rows.'}, 'product': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Required Coinbase INTX product_id or contract_symbol, for example AI-PERP-INTX.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional exact source date in YYYY-MM-DD format.'}, 'source_date_to': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date upper bound in YYYY-MM-DD format.'}, 'source_date_from': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date lower bound in YYYY-MM-DD format.'}, 'underlying_ticker': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional underlying ticker filter to keep product routing explicit.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'description': 'Perp factor-history row with contract identity, factor fields, deltas, quality, and optional market inputs or lineage.', 'additionalProperties': True}, 'description': 'Perp history rows.'}, 'meta': {'type': 'object', 'description': 'Source-date, pagination, and persistence metadata for the returned history rows.', 'additionalProperties': True}, 'route': {'type': 'string', 'description': 'REST route used by the MCP tool.'}, 'filters': {'type': 'object', 'description': 'Applied product, underlying_ticker, date, mode, and pagination filters.', 'additionalProperties': True}, 'boundary': {'type': 'string', 'description': 'Evidence-boundary statement for the perp lane.'}, 'payload_mode': {'type': 'string', 'description': 'compact or full.'}, 'method_version': {'type': 'string', 'description': 'Version label for the dynamic perp history materializer.'}, 'materialization_status': {'type': 'string', 'description': 'Whether the payload is dynamically assembled from persisted market-factor rows.'}}, 'description': 'Coinbase INTX perp market-factor history assembled from persisted venue-pure recorder evidence.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['product'], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum factor-history points to include before SPECTRA assembly. Defaults to 25 and is capped at 100 through MCP.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset over the factor-history points used for the field map.'}, 'product': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Required Coinbase INTX product_id or contract_symbol, for example AI-PERP-INTX.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional exact source date in YYYY-MM-DD format.'}, 'source_date_to': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date upper bound in YYYY-MM-DD format.'}, 'source_date_from': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date lower bound in YYYY-MM-DD format.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['product', 'signal', 'points'], 'properties': {'meta': {'type': 'object', 'description': 'History route references, source dates, source_fields_used, chart-label authority, and persistence metadata.', 'additionalProperties': True}, 'mode': {'type': 'string', 'description': 'coinbase_perp_market_spectra.'}, 'points': {'type': 'array', 'items': {'type': 'object', 'description': 'Point with date, current_read, field_pressure, stored_energy, compression, release, preserved factors, source_fields_used, market inputs, quality, lineage-derived evidence, and optional inherited constituent_overlay data when the underlying calculation-history row already carried it.', 'additionalProperties': True}, 'description': 'Market SPECTRA points.'}, 'signal': {'type': 'string', 'description': 'Current market-state read derived from persisted factor history.'}, 'product': {'type': 'string', 'description': 'Coinbase INTX product_id or contract_symbol used for the field map.'}, 'summary': {'type': 'object', 'description': 'Summary labels and watch-next notes for the current field map.', 'additionalProperties': True}, 'version': {'type': 'string', 'description': 'SPECTRA field-map contract version.'}, 'boundary': {'type': 'string', 'description': 'Evidence-preserving market SPECTRA boundary statement.'}, 'confidence': {'type': 'string', 'description': 'High, Medium, or Low confidence derived from quality state.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest source date represented in the field map.'}, 'generated_at': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'UTC generation timestamp for the field map.'}, 'derived_fields': {'type': 'array', 'items': {'type': 'string', 'description': 'Derived field name.'}, 'description': 'Deterministic label fields derived inside the market SPECTRA renderer.'}, 'chart_label_authority': {'type': 'string', 'description': 'Statement describing that chart labels are derived from preserved factor-history evidence and do not outrank it.'}}, 'description': 'Coinbase INTX perp market SPECTRA field map derived from persisted factor history.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode: compact or full.'}, 'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum ranked products to return. Defaults to 25 and is capped at 100 through MCP.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset over ranked products.'}, 'product': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional Coinbase INTX product_id or contract_symbol filter.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional exact source date in YYYY-MM-DD format.'}, 'source_date_to': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date upper bound in YYYY-MM-DD format.'}, 'source_date_from': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date lower bound in YYYY-MM-DD format.'}, 'underlying_ticker': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional underlying ticker filter.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'description': 'Ranked perp row with rank, percentile, ranking score, contract identity, factors, deltas, quality, and optional market inputs or lineage.', 'additionalProperties': True}, 'description': 'Ranked perp products.'}, 'meta': {'type': 'object', 'description': 'Ranking field, selection rule, source-date, pagination, and persistence metadata.', 'additionalProperties': True}, 'route': {'type': 'string', 'description': 'REST route used by the MCP tool.'}, 'filters': {'type': 'object', 'description': 'Applied product, underlying_ticker, date, mode, and pagination filters.', 'additionalProperties': True}, 'boundary': {'type': 'string', 'description': 'Evidence-boundary statement for the perp ranking board.'}, 'payload_mode': {'type': 'string', 'description': 'compact or full.'}, 'method_version': {'type': 'string', 'description': 'Version label for the dynamic perp rankings board.'}}, 'description': 'Coinbase INTX perp rankings built from the latest persisted factor row per product within scope.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['ticker'], 'properties': {'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional YYYY-MM-DD reporting period. Omit for the latest available filing period.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Required crypto public company ticker. Examples: COIN, MSTR, MARA, RIOT, HUT, CLSK.'}, 'include_segments': {'type': 'boolean', 'description': 'Request segment fact container when available. Current runtime returns availability metadata even when segment facts are not populated.'}, 'include_related_party': {'type': 'boolean', 'description': 'Request related-party transaction container when available. Current runtime returns availability metadata even when related-party facts are not populated.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['ticker'], 'properties': {'cik': {'type': 'string', 'description': 'SEC Central Index Key.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Reporting period or filing date backing the facts.'}, 'ticker': {'type': 'string', 'description': 'Normalized public-company ticker symbol.'}, 'provenance': {'type': 'object', 'description': 'SEC/XBRL provenance including root resolution, mapping hit count, linkbase status, data source, and quality flag.', 'additionalProperties': True}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name.'}, 'filing_form': {'type': 'string', 'description': 'SEC filing form used for the facts when available.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source date used to resolve CompanyFacts inputs.'}, 'fundamentals': {'type': 'object', 'properties': {'revenue': {'type': 'number', 'description': 'Revenue for the filing period when available.'}, 'net_income': {'type': 'number', 'description': 'Net income for the filing period when available.'}, 'total_assets': {'type': 'number', 'description': 'Total assets when available.'}, 'total_equity': {'type': 'number', 'description': 'Total equity when available.'}, 'current_assets': {'type': 'number', 'description': 'Current assets when available.'}, 'operating_income': {'type': 'number', 'description': 'Operating income for the filing period when available.'}, 'total_liabilities': {'type': 'number', 'description': 'Total liabilities when available.'}, 'cash_and_equivalents': {'type': 'number', 'description': 'Cash and cash equivalents when available.'}, 'cash_flow_from_operations': {'type': 'number', 'description': 'Cash flow from operations when available.'}}, 'description': 'Core SEC XBRL financial values. Values may be null when the issuer or period lacks that fact.', 'additionalProperties': True}, 'last_updated': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'UTC timestamp for the precomputed fundamentals row.'}, 'segment_data': {'type': 'object', 'description': 'Segment fact availability and segment rows when requested and available.', 'additionalProperties': True}, 'subsequent_events': {'type': 'object', 'description': 'Subsequent-event availability and rows when available.', 'additionalProperties': True}, 'related_party_transactions': {'type': 'object', 'description': 'Related-party transaction availability and rows when requested and available.', 'additionalProperties': True}}, 'description': 'SEC XBRL-backed fundamentals for one crypto public company ticker.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['ticker'], 'properties': {'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional YYYY-MM-DD reporting period to pass to fundamentals, peer ranking, and covenant stress when reproducing a known filing date.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Required crypto public company ticker. The server trims whitespace and normalizes to uppercase before all internal calls. Examples: RIOT, MARA, COIN, MSTR.'}, 'output_mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode. Only compact is accepted in Phase 1.'}, 'include_segments': {'type': 'boolean', 'description': 'Request segment containers from company_fundamentals when available.'}, 'include_related_party': {'type': 'boolean', 'description': 'Request related-party containers from company_fundamentals when available.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Server-enforced DeltaSignal company report composite response.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'SEC CIK, with or without CIK prefix.'}, 'issuer': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Issuer ticker or short symbol. Prefer ticker for public companies.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Issuer ticker. HUT is the seeded MVP ticker.'}, 'company': {'type': 'string', 'maxLength': 160, 'minLength': 1, 'description': 'SEC registrant company name.'}, 'filing_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'SEC filing date.'}, 'filing_type': {'type': 'string', 'maxLength': 24, 'minLength': 1, 'description': 'SEC form type such as 10-Q or 8-K.'}, 'report_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'SEC report date or period end.'}, 'filing_period': {'type': 'string', 'maxLength': 24, 'minLength': 1, 'description': 'Normalized filing period such as 2026-Q1.'}, 'xbrl_instance': {'type': 'string', 'maxLength': 240, 'minLength': 1, 'description': 'XBRL instance document reference when available.'}, 'primary_filing': {'type': 'string', 'maxLength': 240, 'minLength': 1, 'description': 'Primary SEC filing document reference.'}, 'research_river': {'type': 'array', 'items': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'TF-SUB TripCode.'}, 'description': 'Optional prior TF-SUB article TripCodes linked to this filing object.'}, 'accession_number': {'type': 'string', 'maxLength': 32, 'minLength': 1, 'description': 'SEC accession number when the object is filing-specific.'}, 'article_tripcode': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Optional TF-SUB article node TripCode to compare against filing evidence.'}, 'comparison_focus': {'type': 'string', 'maxLength': 160, 'minLength': 0, 'description': 'Optional comparison focus, such as HUT article readiness or thesis verification.'}, 'filing_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 80, 'minLength': 12, 'description': 'TF-XBRL TripCode.'}, 'description': 'Optional TF-XBRL filing evidence TripCodes. If omitted for HUT, the default HUT filing pack is used.'}, 'latest_article_node': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Optional latest TF-SUB article node linked to this filing evidence object.'}, 'companyfacts_snapshot': {'type': 'string', 'maxLength': 240, 'minLength': 1, 'description': 'CompanyFacts snapshot reference when available.'}, 'deltasignal_method_version': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Optional method version override for deterministic regeneration tests.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Article-to-filing thesis verification packet backed by TF-XBRL resolver objects.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Optional maximum result rows. Defaults to 25.'}, 'query': {'type': 'string', 'maxLength': 600, 'minLength': 0, 'description': 'Claim text to compare when claim_text is absent.'}, 'river': {'type': 'string', 'maxLength': 140, 'minLength': 1, 'description': 'Optional TF-RIVER TripCode or issuer shorthand.'}, 'issuer': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional issuer ticker.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional ticker alias for issuer.'}, 'tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional TF-RIVER TripCode or TF-SUB seed TripCode.'}, 'claim_hash': {'type': 'string', 'maxLength': 128, 'minLength': 0, 'description': 'Optional precomputed normalized claim hash.'}, 'claim_text': {'type': 'string', 'maxLength': 600, 'minLength': 0, 'description': 'Claim text to compare against River claims and evidence refs.'}, 'seed_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional seed TF-SUB, TF-XBRL, TF-DS, or TF-RIVER TripCode.'}, 'river_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional TF-RIVER TripCode.'}, 'river_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'TF-RIVER TripCode.'}, 'description': 'Optional known TF-RIVER TripCodes.'}, 'article_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional current TF-SUB article TripCode alias.'}, 'current_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional current TF-SUB article TripCode.'}, 'include_unpublished': {'type': 'boolean', 'description': 'When true, include draft or unpublished article nodes.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Claim-to-evidence comparison.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum rows for list mode. Use 10-25 for concise screens.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset for list mode.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional YYYY-MM-DD filing period for ticker detail mode.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional crypto public company ticker. When set, returns detail for that issuer. Examples: MARA, RIOT, COIN, MSTR.'}, 'risk_tier': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional risk tier filter for list mode, such as HIGH, MODERATE, LOW, or UNCLASSIFIED.'}, 'min_stress': {'type': 'integer', 'maximum': 100, 'minimum': 0, 'description': 'Optional minimum stress score for list mode.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional YYYY-MM-DD DeltaSignal source date for list mode.'}, 'quality_flag': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional data quality filter for list mode, such as High, Medium, or Low.'}, 'linkbase_only': {'type': 'boolean', 'description': 'Restrict list mode to issuers backed by SEC XBRL linkbase/rooted facts.'}, 'debt_coverage_status': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Optional debt coverage status filter, such as resolved_nonzero, legitimate_zero_debt, or low_confidence_missing_debt.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': [], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'properties': {'rank': {'type': 'integer', 'description': 'Rank in the current result set when available.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Filing/reporting period or source date.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker.'}, 'risk_tier': {'type': 'string', 'description': 'Risk tier label.'}, 'atlas_tier': {'type': 'string', 'description': 'ATLAS tier label.'}, 'data_source': {'type': 'string', 'description': 'Source category.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name when available.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source slice date.'}, 'quality_flag': {'type': 'string', 'description': 'Data quality flag.'}, 'stress_50pct': {'type': 'number', 'description': 'Stress value under 50 percent stress assumptions.'}, 'market_regime': {'type': 'string', 'description': 'Market regime label when available.'}, 'live_risk_tier': {'type': 'string', 'description': 'Live-price-adjusted risk tier when available.'}, 'resonance_status': {'type': 'string', 'description': 'Stress resonance status.'}, 'live_stress_50pct': {'type': 'number', 'description': 'Live-price-adjusted 50 percent stress value when available.'}, 'is_linkbase_backed': {'type': 'boolean', 'description': 'Whether SEC XBRL linkbase/rooted facts back the row.'}, 'debt_coverage_status': {'type': 'string', 'description': 'Debt coverage classification.'}, 'covenant_headroom_50pct': {'type': 'number', 'description': 'Covenant headroom under 50 percent stress assumptions.'}, 'live_covenant_headroom_50pct': {'type': 'number', 'description': 'Live-price-adjusted covenant headroom when available.'}}, 'description': 'Issuer stress row returned by list mode.', 'additionalProperties': True}, 'description': 'List-mode covenant stress rows.'}, 'meta': {'type': 'object', 'description': 'List-mode filters, pagination, and count metadata.', 'additionalProperties': True}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Filing/reporting period backing the stress calculation.'}, 'ticker': {'type': 'string', 'description': 'Ticker for detail mode.'}, 'risk_tier': {'type': 'string', 'description': 'ATLAS risk tier such as HIGH, MODERATE, LOW, or UNCLASSIFIED.'}, 'atlas_tier': {'type': 'string', 'description': 'ATLAS tier label.'}, 'data_source': {'type': 'string', 'description': 'Source category such as linkbase_rooted_facts or direct_facts_fallback.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name when available.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source slice date.'}, 'quality_flag': {'type': 'string', 'description': 'Quality flag for the issuer slice.'}, 'stress_30pct': {'type': 'number', 'description': 'Modeled stress value under 30 percent stress assumptions.'}, 'stress_50pct': {'type': 'number', 'description': 'Modeled stress value under 50 percent stress assumptions.'}, 'stress_70pct': {'type': 'number', 'description': 'Modeled stress value under 70 percent stress assumptions.'}, 'market_regime': {'type': 'string', 'description': 'Market regime label when available.'}, 'live_risk_tier': {'type': 'string', 'description': 'Live-price-adjusted risk tier when available.'}, 'resonance_status': {'type': 'string', 'description': 'Stress resonance status from the model.'}, 'live_stress_50pct': {'type': 'number', 'description': 'Live-price-adjusted 50 percent stress value when live prices are available.'}, 'is_linkbase_backed': {'type': 'boolean', 'description': 'Whether the result is backed by SEC XBRL linkbase/rooted facts.'}, 'debt_coverage_status': {'type': 'string', 'description': 'Debt coverage classification for the issuer.'}, 'root_resolution_method': {'type': 'string', 'description': 'Method used to resolve roots in SEC XBRL facts.'}, 'covenant_headroom_50pct': {'type': 'number', 'description': 'Modeled covenant headroom under 50 percent stress assumptions.'}, 'live_covenant_headroom_50pct': {'type': 'number', 'description': 'Live-price-adjusted covenant headroom when available.'}}, 'description': 'Covenant stress detail when ticker is supplied, or list-mode response with data and meta when ticker is omitted.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['ticker'], 'properties': {'style': {'enum': ['professional', 'concise', 'trader', 'detailed'], 'type': 'string', 'description': 'Rendering style. Style changes tone and density only, not facts.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional YYYY-MM-DD source/evidence period selector.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Required crypto public company ticker. Examples: RIOT, MARA, COIN, MSTR.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'properties': {'rank': {'type': 'integer', 'description': 'Rank in the current result set when available.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Filing/reporting period or source date.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker.'}, 'risk_tier': {'type': 'string', 'description': 'Risk tier label.'}, 'atlas_tier': {'type': 'string', 'description': 'ATLAS tier label.'}, 'data_source': {'type': 'string', 'description': 'Source category.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name when available.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source slice date.'}, 'quality_flag': {'type': 'string', 'description': 'Data quality flag.'}, 'stress_50pct': {'type': 'number', 'description': 'Stress value under 50 percent stress assumptions.'}, 'market_regime': {'type': 'string', 'description': 'Market regime label when available.'}, 'live_risk_tier': {'type': 'string', 'description': 'Live-price-adjusted risk tier when available.'}, 'resonance_status': {'type': 'string', 'description': 'Stress resonance status.'}, 'live_stress_50pct': {'type': 'number', 'description': 'Live-price-adjusted 50 percent stress value when available.'}, 'is_linkbase_backed': {'type': 'boolean', 'description': 'Whether SEC XBRL linkbase/rooted facts back the row.'}, 'debt_coverage_status': {'type': 'string', 'description': 'Debt coverage classification.'}, 'covenant_headroom_50pct': {'type': 'number', 'description': 'Covenant headroom under 50 percent stress assumptions.'}, 'live_covenant_headroom_50pct': {'type': 'number', 'description': 'Live-price-adjusted covenant headroom when available.'}}, 'description': 'Rendered Markdown plus compact covenant evidence summary.', 'additionalProperties': True}, 'description': 'Rows returned by the screen.'}, 'meta': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Number of rows returned in data.'}, 'limit': {'type': 'integer', 'description': 'Limit applied to the query.'}, 'total': {'type': 'integer', 'description': 'Total matching rows before pagination.'}, 'offset': {'type': 'integer', 'description': 'Offset applied to the query.'}}, 'description': 'Pagination and count metadata.', 'additionalProperties': True}}, 'description': 'Natural Language Covenant Stress response.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'maxLength': 10, 'minLength': 1, 'description': 'Optional SEC CIK. Required when ticker is absent.'}, 'limit': {'type': 'integer', 'maximum': 250, 'minimum': 1, 'description': 'Maximum raw tag evidence rows to return. Default 100, maximum 250.'}, 'offset': {'type': 'integer', 'maximum': 10000, 'minimum': 0, 'description': 'Pagination offset for raw tag evidence rows.'}, 'ticker': {'type': 'string', 'maxLength': 10, 'minLength': 1, 'description': 'Optional public-company ticker. Required when cik is absent.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional CompanyFacts activity source date. Omit for latest activity date.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['request_key', 'status', 'page'], 'properties': {'cik': {'type': 'string', 'description': 'SEC CIK used for the evidence lookup when available.'}, 'page': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Number of tag rows returned.'}, 'limit': {'type': 'integer', 'description': 'Limit applied to this evidence page.'}, 'total': {'type': 'integer', 'description': 'Total raw tag rows available for the matched issuer.'}, 'offset': {'type': 'integer', 'description': 'Offset applied to this evidence page.'}, 'has_more': {'type': 'boolean', 'description': 'True when another page is available.'}, 'next_args': {'type': 'object', 'description': 'Executable next-page arguments.', 'additionalProperties': True}, 'next_tool': {'type': 'string', 'description': 'Tool name to call for the next page.'}, 'next_offset': {'type': 'integer', 'description': 'Offset to use for the next page when has_more is true.'}, 'evidence_ref': {'type': 'object', 'description': 'Executable evidence reference for this issuer/change.', 'additionalProperties': True}}, 'description': 'Pagination metadata.', 'additionalProperties': True}, 'tags': {'type': 'array', 'items': {'type': 'object', 'properties': {'tag': {'type': 'string', 'description': 'Raw tag string from CompanyFacts daily activity evidence.'}, 'index': {'type': 'integer', 'description': "Zero-based index within the issuer's raw tag list."}, 'concept': {'type': 'string', 'description': 'Concept name when parseable from the raw tag.'}, 'tag_family': {'type': 'string', 'description': 'Tag namespace/family when parseable, such as us-gaap.'}}, 'description': 'Raw CompanyFacts tag evidence row.', 'additionalProperties': True}, 'description': 'Paginated raw tag evidence rows.'}, 'issuer': {'type': 'object', 'description': 'Matched issuer identity and metadata.', 'additionalProperties': True}, 'status': {'type': 'string', 'description': 'ok, not_found, or error.'}, 'ticker': {'type': 'string', 'description': 'Ticker used for the evidence lookup when available.'}, 'request_key': {'type': 'string', 'description': 'Request key, normally daily_change_evidence.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'CompanyFacts activity source date for the evidence page.'}, 'payload_mode': {'type': 'string', 'description': 'Always evidence_drilldown.'}, 'evidence_type': {'type': 'string', 'description': 'Evidence family, normally companyfacts_tags.'}}, 'description': 'Issuer-specific paginated daily-change evidence.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['request_key', 'source_date'], 'properties': {'stats': {'type': 'object', 'description': 'Counts for changed companies, new companies, and classification totals.', 'additionalProperties': True}, 'message': {'type': 'string', 'description': 'Plain-English explanation of the daily change snapshot.'}, 'delta_basis': {'type': 'string', 'description': 'Basis for the change set.'}, 'request_key': {'type': 'string', 'description': 'Request key, normally daily_changes.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Headline source date for the served daily-change view. When newer CompanyFacts crypto activity exists, this is the activity date.'}, 'new_companies': {'type': 'array', 'items': {'type': 'object', 'properties': {'cik': {'type': 'string', 'description': 'SEC Central Index Key.'}, 'ticker': {'type': 'string', 'description': 'Ticker for the changed or newly discovered issuer.'}, 'summary': {'type': 'string', 'description': 'Plain-English summary of the change.'}, 'delta_type': {'type': 'string', 'description': 'Change type such as tracked filing delta or new crypto issuer discovery.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name.'}, 'filing_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Current filing date.'}, 'filing_form': {'type': 'string', 'description': 'Current SEC filing form.'}, 'issuer_class': {'type': 'string', 'description': 'DeltaSignal issuer classification.'}, 'accession_number': {'type': 'string', 'description': 'Current SEC filing accession number when available.'}}, 'description': 'Issuer change row.', 'additionalProperties': True}, 'description': 'Newly discovered crypto public-company issuers.'}, 'freshness_note': {'type': 'string', 'description': 'Plain-English warning when CompanyFacts artifacts or compute dates are newer than the promoted daily-change headline snapshot.'}, 'computed_at_utc': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'UTC compute timestamp for the snapshot.'}, 'risk_tier_moves': {'type': 'array', 'items': {'type': 'object', 'description': 'Risk-tier movement row.', 'additionalProperties': True}, 'description': 'Risk-tier movement rows.'}, 'snapshot_status': {'type': 'string', 'description': 'Status label such as current_companyfacts_activity, meaningful_delta, or rolled_back_to_latest_meaningful_delta.'}, 'movement_summary': {'type': 'object', 'description': 'Stress-change, alpha-change, and risk-tier movement leaderboards for the daily comparison window.', 'additionalProperties': True}, 'changed_companies': {'type': 'array', 'items': {'type': 'object', 'properties': {'cik': {'type': 'string', 'description': 'SEC Central Index Key.'}, 'ticker': {'type': 'string', 'description': 'Ticker for the changed or newly discovered issuer.'}, 'summary': {'type': 'string', 'description': 'Plain-English summary of the change.'}, 'delta_type': {'type': 'string', 'description': 'Change type such as tracked filing delta or new crypto issuer discovery.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name.'}, 'filing_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Current filing date.'}, 'filing_form': {'type': 'string', 'description': 'Current SEC filing form.'}, 'issuer_class': {'type': 'string', 'description': 'DeltaSignal issuer classification.'}, 'accession_number': {'type': 'string', 'description': 'Current SEC filing accession number when available.'}}, 'description': 'Issuer change row.', 'additionalProperties': True}, 'description': 'Tracked crypto issuers with meaningful daily filing deltas.'}, 'freshness_summary': {'type': 'object', 'description': 'Separated freshness status for promoted issuer deltas, latest compute, and CompanyFacts artifacts.', 'additionalProperties': True}, 'daily_activity_note': {'type': 'string', 'description': 'Plain-English note when CompanyFacts activity is newer than the promoted issuer-delta headline snapshot.'}, 'alpha_change_leaders': {'type': 'array', 'items': {'type': 'object', 'description': 'Alpha movement row.', 'additionalProperties': True}, 'description': 'Top daily alpha movement rows.'}, 'companyfacts_activity': {'type': 'object', 'description': 'Latest CompanyFacts zip-vs-zip activity filtered through digital-assets intelligence, including crypto changed company rows.', 'additionalProperties': True}, 'stress_change_leaders': {'type': 'array', 'items': {'type': 'object', 'description': 'Stress movement row.', 'additionalProperties': True}, 'description': 'Top daily stress movement rows.'}, 'classification_summary': {'type': 'object', 'description': 'Aggregated classification summary for the daily changes.', 'additionalProperties': True}, 'comparison_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Prior source date used for comparison when available.'}, 'companyfacts_delta_window': {'type': 'object', 'description': 'Azure Blob CompanyFacts delta artifacts for every available date between source_date and latest_computed_source_date.', 'additionalProperties': True}, 'daily_change_selector_basis': {'type': 'string', 'description': 'Selection basis for source_date, normally current_companyfacts_zip_delta or promoted_tracked_crypto_issuer_delta.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts zip-vs-zip activity date used for subscriber-facing daily change discovery.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed source date for current DeltaSignal issuer computations; may be newer than source_date.'}, 'daily_change_selector_status': {'type': 'string', 'description': 'Selector status such as served_current_companyfacts_activity, served_promoted_issuer_delta, rolled_back_to_promoted_issuer_delta, or fallback_unpublished.'}, 'daily_activity_selector_basis': {'type': 'string', 'description': 'Activity selector basis, normally companyfacts_zip_delta_filtered_crypto_intelligence.'}, 'daily_activity_selector_status': {'type': 'string', 'description': 'Activity selector status such as current_companyfacts_activity_available.'}, 'latest_companyfacts_zip_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest mirrored companyfacts.zip date found in the artifact window.'}, 'latest_companyfacts_delta_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts artifact date found in the delta artifact window; may be newer than source_date.'}, 'latest_companyfacts_summary_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts delta summary date found in the artifact window.'}, 'meaningful_tracked_crypto_delta_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Promoted tracked-crypto issuer-delta source date, preserved separately when newer CompanyFacts activity becomes the headline.'}, 'latest_companyfacts_digital_assets_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest digital-assets delta artifact date found in the artifact window.'}}, 'description': 'Latest promoted DeltaSignal daily change snapshot for monitoring workflows, with separate compute and CompanyFacts artifact freshness fields.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['title', 'research_slug', 'research_date'], 'properties': {'title': {'type': 'string', 'maxLength': 220, 'minLength': 1, 'description': 'Article title. Required for the article payload, but not hashed when research_slug is supplied.'}, 'author': {'type': 'string', 'maxLength': 120, 'minLength': 0, 'description': 'Article author or publication author.'}, 'issuer': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Primary issuer symbol when ticker is not supplied.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Primary issuer ticker. Alias for issuer/primary_issuer.'}, 'post_id': {'type': 'string', 'maxLength': 80, 'minLength': 0, 'description': 'Optional Substack post ID. Secondary publication metadata only.'}, 'platform': {'type': 'string', 'maxLength': 64, 'minLength': 0, 'description': 'Publication platform. Defaults to Substack.'}, 'subtitle': {'type': 'string', 'maxLength': 260, 'minLength': 0, 'description': 'Article subtitle before TripCode writeback.'}, 'publication': {'type': 'string', 'maxLength': 120, 'minLength': 0, 'description': 'Publication name. Defaults to DeltaSignal.'}, 'research_id': {'type': 'string', 'maxLength': 160, 'minLength': 0, 'description': 'Optional explicit DeltaSignal research ID. If omitted, issuer + research_slug + research_date + version form the canonical identity.'}, 'thesis_line': {'type': 'string', 'maxLength': 400, 'minLength': 0, 'description': 'Optional concise thesis line. Defaults to title.'}, 'article_body': {'type': 'string', 'maxLength': 20000, 'minLength': 0, 'description': 'Optional article body used only for content hash/provenance, not canonical TripCode identity.'}, 'published_at': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'Optional publication timestamp. Secondary publication metadata only.'}, 'canonical_url': {'type': 'string', 'maxLength': 500, 'minLength': 0, 'description': 'Optional public canonical URL. Secondary publication metadata only.'}, 'claim_summary': {'type': 'array', 'items': {'type': 'string', 'description': 'Claim summary bullet.'}, 'description': 'Optional claim summary bullets.'}, 'research_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Stable DeltaSignal research date in YYYY-MM-DD form.'}, 'research_slug': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'Stable DeltaSignal research slug, for example hut-8-re-rating-deadline.'}, 'river_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'TF-RIVER TripCode.'}, 'description': 'Optional linked TF-RIVER TripCodes.'}, 'research_version': {'type': 'string', 'maxLength': 16, 'minLength': 0, 'description': 'Optional research version. Defaults to 1.'}, 'publication_state': {'type': 'string', 'maxLength': 64, 'minLength': 0, 'description': 'Optional article state such as draft or published_or_linked.'}, 'linked_ds_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'TF-DS TripCode.'}, 'description': 'Optional linked TF-DS signal TripCodes.'}, 'monitoring_checklist': {'type': 'array', 'items': {'type': 'string', 'description': 'Monitoring item.'}, 'description': 'Optional monitoring checklist.'}, 'linked_xbrl_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'TF-XBRL TripCode.'}, 'description': 'Optional linked TF-XBRL evidence TripCodes.'}, 'invalidation_checklist': {'type': 'array', 'items': {'type': 'string', 'description': 'Invalidation item.'}, 'description': 'Optional invalidation checklist.'}, 'prior_article_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'TF-SUB TripCode.'}, 'description': 'Optional prior TF-SUB TripCodes in this River.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Generated TF-SUB article/narrative research resolver object.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'cik': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'SEC CIK, with or without CIK prefix.'}, 'issuer': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Issuer ticker or short symbol. Prefer ticker for public companies.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Issuer ticker. HUT is the seeded MVP ticker.'}, 'company': {'type': 'string', 'maxLength': 160, 'minLength': 1, 'description': 'SEC registrant company name.'}, 'filing_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'SEC filing date.'}, 'filing_type': {'type': 'string', 'maxLength': 24, 'minLength': 1, 'description': 'SEC form type such as 10-Q or 8-K.'}, 'report_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'SEC report date or period end.'}, 'filing_period': {'type': 'string', 'maxLength': 24, 'minLength': 1, 'description': 'Normalized filing period such as 2026-Q1.'}, 'xbrl_instance': {'type': 'string', 'maxLength': 240, 'minLength': 1, 'description': 'XBRL instance document reference when available.'}, 'primary_filing': {'type': 'string', 'maxLength': 240, 'minLength': 1, 'description': 'Primary SEC filing document reference.'}, 'research_river': {'type': 'array', 'items': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'TF-SUB TripCode.'}, 'description': 'Optional prior TF-SUB article TripCodes linked to this filing object.'}, 'accession_number': {'type': 'string', 'maxLength': 32, 'minLength': 1, 'description': 'SEC accession number when the object is filing-specific.'}, 'latest_article_node': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Optional latest TF-SUB article node linked to this filing evidence object.'}, 'companyfacts_snapshot': {'type': 'string', 'maxLength': 240, 'minLength': 1, 'description': 'CompanyFacts snapshot reference when available.'}, 'deltasignal_method_version': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Optional method version override for deterministic regeneration tests.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Generated SEC/XBRL TripCode resolver object.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'query': {'type': 'string', 'maxLength': 240, 'minLength': 1, 'description': 'Alias for question for clients that pass a generic query field.'}, 'topic': {'enum': ['overview', 'groups', 'concepts', 'tools', 'integration', 'pricing', 'fields', 'parser_contract', 'grants', 'x402', 'morning_brief', 'company_report', 'mstr', 'crypto_lanes', 'synthetic_ai10', 'perps', 'spectra', 'examples'], 'type': 'string', 'description': 'Optional help topic.'}, 'detail': {'enum': ['short', 'full'], 'type': 'string', 'description': 'Optional detail level. short returns a compact guide; full includes more examples and boundary notes.'}, 'question': {'type': 'string', 'maxLength': 240, 'minLength': 1, 'description': "Optional natural-language help question, such as 'what can I ask Delta Signal?' or 'help pricing'."}, 'include_examples': {'type': 'boolean', 'description': 'Include example MCP tool-call payloads and safe next commands. Defaults to true when omitted.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_id', 'status', 'topic', 'summary'], 'properties': {'topic': {'type': 'string', 'description': 'Resolved help topic.'}, 'status': {'type': 'string', 'description': 'Response status.'}, 'billing': {'type': 'object', 'additionalProperties': True}, 'summary': {'type': 'string', 'description': 'Human-readable orientation summary.'}, 'schema_id': {'type': 'string', 'description': 'Stable schema identifier for the DeltaSignal help response.'}, 'help_groups': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}, 'description': 'Human-readable DeltaSignal help groups and their specific help commands.'}, 'terminology': {'type': 'object', 'description': 'Compact distinction between Synthetic AI10, perps, and SPECTRA.', 'additionalProperties': True}, 'example_prompts': {'type': 'object', 'description': 'Copy/paste natural-language prompts grouped by workflow.', 'additionalProperties': True}, 'issuer_coverage': {'type': 'object', 'description': 'Public summary of issuer and synthetic-lane coverage counts.', 'additionalProperties': True}, 'next_best_calls': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Discovery calls a client should use next.'}, 'evidence_boundary': {'type': 'string', 'description': 'Evidence and discovery boundary.'}, 'available_commands': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}, 'description': 'Human-readable help commands.'}, 'featured_workflows': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}, 'description': 'Example workflows when include_examples is true.'}, 'crypto_native_lanes': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}, 'description': 'Public crypto-native lane map with example normalized issuers.'}, 'non_advice_boundary': {'type': 'boolean', 'description': 'Always true for this orientation surface.'}, 'provenance_defaults': {'type': 'string', 'description': 'Explains why local help responses may not carry source-dated market or issuer provenance.'}, 'perp_market_boundary': {'type': 'object', 'description': 'Coinbase INTX perp factor-row and SPECTRA authority boundary.', 'additionalProperties': True}, 'live_discovery_sources': {'type': 'object', 'additionalProperties': True}, 'synthetic_lane_coverage': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}, 'description': 'Public synthetic-lane coverage summary.'}, 'developer_schema_preview': {'type': 'object', 'description': 'Compact developer-facing paths for rendering and integration; production parser fields still come from /v1/contract/fields.', 'additionalProperties': True}, 'recommended_discovery_path': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Ordered onboarding steps for safe MCP and REST discovery before execution.'}}, 'description': 'Free DeltaSignal MCP discovery and orientation response.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['ticker'], 'properties': {'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Required crypto public company ticker. Examples: GME, MSTR, RIOT, MARA, COIN.'}, 'output_mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode. Only compact is accepted in Phase 1.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional YYYY-MM-DD source date to reproduce one filing/evidence slice where supported.'}, 'as_of_date_to': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional YYYY-MM-DD upper bound for point-in-time CompanyFacts history.'}, 'source_date_to': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional YYYY-MM-DD upper bound for ATLAS history and calculation history.'}, 'as_of_date_from': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional YYYY-MM-DD lower bound for point-in-time CompanyFacts history.'}, 'source_date_from': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional YYYY-MM-DD lower bound for ATLAS history and calculation history.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Server-enforced DeltaSignal issuer deep report evidence bundle with report-readiness contract and missing-evidence matrix.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Optional maximum article nodes to return. Defaults to 25.'}, 'river': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'Optional issuer shorthand such as HUT or full TF-RIVER root TripCode.'}, 'issuer': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional issuer ticker such as HUT.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional issuer ticker alias.'}, 'tripcode': {'type': 'string', 'maxLength': 120, 'minLength': 8, 'description': 'Optional TF-SUB current article TripCode or TF-RIVER root TripCode.'}, 'object_type': {'type': 'string', 'maxLength': 16, 'minLength': 0, 'description': 'Optional object type. Defaults to TF-SUB.'}, 'river_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 120, 'minLength': 8, 'description': 'TF-RIVER TripCode.'}, 'description': 'Optional TF-RIVER root TripCodes.'}, 'article_tripcode': {'type': 'string', 'maxLength': 120, 'minLength': 8, 'description': 'Optional current TF-SUB article TripCode alias.'}, 'current_tripcode': {'type': 'string', 'maxLength': 120, 'minLength': 8, 'description': 'Optional current TF-SUB article TripCode from the article subtitle.'}, 'include_unpublished': {'type': 'boolean', 'description': 'When true, include draft or unpublished article nodes.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Discovered TF-SUB article nodes from TF-RIVER continuity.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'output_mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode. Only compact is accepted in Phase 1.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Server-enforced DeltaSignal morning brief composite response. The data object preserves successful subtool payloads plus a deterministic internal call ledger.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 25, 'minimum': 1, 'description': 'Optional compact record limit where supported.'}, 'style': {'enum': ['professional', 'concise', 'trader', 'detailed'], 'type': 'string', 'description': 'Rendering style. Style changes tone and density only, not facts.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional YYYY-MM-DD date selector when supported by the backend composite.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Natural Language Morning Brief response rendered from backend-composed compact evidence.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['ticker'], 'properties': {'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional YYYY-MM-DD filing period. Omit for the latest peer ranking.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Required crypto public company ticker. Examples: COIN, MSTR, MARA, RIOT, HUT, CLSK.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['ticker'], 'properties': {'mp_z': {'type': 'number', 'description': 'Momentum/market pressure z-score when available.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Filing/reporting period used for the ranking.'}, 'ticker': {'type': 'string', 'description': 'Normalized public-company ticker symbol.'}, 'peer_rank': {'type': 'integer', 'description': 'Issuer rank within its peer group.'}, 'risk_tier': {'type': 'string', 'description': 'ATLAS risk tier.'}, 'atlas_tier': {'type': 'string', 'description': 'ATLAS tier label.'}, 'peer_count': {'type': 'integer', 'description': 'Number of peers in the comparison set.'}, 'peer_score': {'type': 'number', 'description': 'Composite peer score when available.'}, 'percentile': {'type': 'number', 'description': 'Issuer percentile within the peer group.'}, 'data_source': {'type': 'string', 'description': 'Source category for the issuer row.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name when available.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source slice date.'}, 'total_peers': {'type': 'integer', 'description': 'Alias for peer_count.'}, 'quality_flag': {'type': 'string', 'description': 'Data quality flag.'}, 'stress_50pct': {'type': 'number', 'description': 'Alias for stressed leverage/stress at 50 percent.'}, 'computed_at_utc': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'UTC compute timestamp for the ranking row.'}, 'peer_percentile': {'type': 'number', 'description': 'Alias for percentile.'}, 'resonance_status': {'type': 'string', 'description': 'Model resonance status.'}, 'is_linkbase_backed': {'type': 'boolean', 'description': 'Whether the result is backed by SEC XBRL linkbase/rooted facts.'}, 'debt_coverage_status': {'type': 'string', 'description': 'Debt coverage classification.'}, 'root_resolution_method': {'type': 'string', 'description': 'SEC XBRL root resolution method.'}, 'stressed_leverage_50pct': {'type': 'number', 'description': 'Stressed leverage under 50 percent stress assumptions.'}}, 'description': 'Peer ranking and percentile context for one crypto public company.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'output_mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode. Only compact is accepted.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Server-enforced DeltaSignal pressure board composite response.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'output_mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode. Only compact is accepted in Phase 1.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Customer-facing DeltaSignal daily brief response. The data object includes rendered HTML, copy_text, public summary fields, term explanations, and a compact evidence boundary.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['ticker'], 'properties': {'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Required crypto public company ticker. The server trims whitespace and normalizes to uppercase before all internal calls.'}, 'output_mode': {'type': 'string', 'maxLength': 16, 'minLength': 1, 'description': 'Optional response mode. Only compact is accepted.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Server-enforced DeltaSignal quick ticker check composite response.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['ok'], 'properties': {'ok': {'type': 'boolean', 'description': 'Whether the current DeltaSignal slice is fresh enough for analysis.'}, 'reason': {'type': 'string', 'description': 'Reason readiness is false, when unavailable.'}, 'row_count': {'type': 'integer', 'description': 'Rows in the active covenant stress slice.'}, 'age_minutes': {'type': 'number', 'description': 'Age of the latest computed slice in minutes.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest active DeltaSignal computed source date.'}, 'time_windows': {'type': 'object', 'description': 'Latest day, week, and month coverage summaries.', 'additionalProperties': True}, 'tower_status': {'type': 'string', 'description': 'Wardenclyffe tower status such as isolated, building, synchronized, or insufficient_data.'}, 'market_regime': {'type': 'string', 'description': 'Market-regime label inferred from live price and stress context.'}, 'tower_coherence': {'type': 'number', 'description': 'Numeric tower-coherence score when enough stress data is available.'}, 'tower_thresholds': {'type': 'object', 'description': 'Thresholds and weights used by tower-coherence scoring.', 'additionalProperties': True}, 'low_quality_count': {'type': 'integer', 'description': 'Rows marked low quality or missing quality flag.'}, 'filing_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Most recent filing source date used to resolve CompanyFacts input data.'}, 'high_quality_count': {'type': 'integer', 'description': 'Rows marked high quality.'}, 'live_prices_active': {'type': 'boolean', 'description': 'Whether live crypto price inputs are active in the current slice.'}, 'medium_quality_count': {'type': 'integer', 'description': 'Rows marked medium quality.'}, 'avg_live_stress_50pct': {'type': 'number', 'description': 'Broad average effective live 50 percent stress across resolved-nonzero issuers, capped to the 0-1 readiness scale.'}, 'distinct_issuer_count': {'type': 'integer', 'description': 'Distinct issuer count in the active slice.'}, 'linkbase_backed_count': {'type': 'integer', 'description': 'Rows with SEC XBRL linkbase-backed evidence.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Configured freshness window used for readiness.'}, 'latest_computed_at_utc': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'UTC timestamp of the latest computed DeltaSignal slice.'}, 'resolved_nonzero_count': {'type': 'integer', 'description': 'Issuers with resolved nonzero debt coverage.'}, 'raw_avg_live_stress_50pct': {'type': 'number', 'description': 'Raw arithmetic mean of effective live 50 percent stress across resolved-nonzero issuers. Outlier-sensitive.'}, 'legitimate_zero_debt_count': {'type': 'integer', 'description': 'Issuers classified as legitimate zero debt.'}, 'avg_live_stress_50pct_scope': {'type': 'string', 'description': 'Scope for avg_live_stress_50pct, normally resolved_nonzero_all_capped_0_1.'}, 'raw_avg_live_stress_50pct_scope': {'type': 'string', 'description': 'Scope for raw_avg_live_stress_50pct, normally resolved_nonzero_all_raw_arithmetic_mean_outlier_sensitive.'}, 'high_stress_avg_live_stress_50pct': {'type': 'number', 'description': 'Average effective live 50 percent stress for the high-stress cohort only.'}, 'low_confidence_missing_debt_count': {'type': 'integer', 'description': 'Issuers with low-confidence missing debt coverage.'}, 'high_stress_avg_live_stress_50pct_scope': {'type': 'string', 'description': 'Scope for high_stress_avg_live_stress_50pct, normally resolved_nonzero_high_stress_only.'}}, 'description': 'Readiness and data-freshness diagnostics for the live DeltaSignal ATLAS-7 data plane.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['tripcode'], 'properties': {'tripcode': {'type': 'string', 'maxLength': 80, 'minLength': 8, 'description': 'Required TF-SUB article TripCode, for example TF-SUB-DA79A58372.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Resolved TF-SUB article/narrative research object from Azure Blob.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['tripcode'], 'properties': {'tripcode': {'type': 'string', 'maxLength': 80, 'minLength': 12, 'description': 'Required SEC/XBRL TripCode, for example TF-XBRL-HUT-2026Q1-A8F31C2D9B.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Resolved SEC/XBRL TripCode object.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Optional maximum result rows. Defaults to 25.'}, 'river': {'type': 'string', 'maxLength': 140, 'minLength': 1, 'description': 'Optional TF-RIVER TripCode or issuer shorthand.'}, 'issuer': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional issuer ticker.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional ticker alias for issuer.'}, 'tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional TF-RIVER TripCode or TF-SUB seed TripCode.'}, 'seed_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional seed TF-SUB, TF-XBRL, TF-DS, or TF-RIVER TripCode.'}, 'river_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional TF-RIVER TripCode.'}, 'river_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'TF-RIVER TripCode.'}, 'description': 'Optional known TF-RIVER TripCodes.'}, 'article_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional current TF-SUB article TripCode alias.'}, 'current_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional current TF-SUB article TripCode.'}, 'include_unpublished': {'type': 'boolean', 'description': 'When true, include draft or unpublished article nodes.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Resolved TF-RIVER issuer thesis graph.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['tripcode'], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Optional maximum prior article nodes to return. Defaults to 25.'}, 'issuer': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional issuer hint, such as HUT.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional issuer hint alias.'}, 'tripcode': {'type': 'string', 'maxLength': 17, 'minLength': 17, 'description': 'Required TF-SUB article TripCode from a DeltaSignal article subtitle, for example TF-SUB-9DA70A7F98.'}, 'payload_mode': {'type': 'string', 'maxLength': 16, 'minLength': 0, 'description': 'Optional payload mode: compact or full. Compact is the default.'}, 'river_tripcode': {'type': 'string', 'maxLength': 120, 'minLength': 8, 'description': 'Optional TF-RIVER root hint.'}, 'river_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 120, 'minLength': 8, 'description': 'TF-RIVER TripCode.'}, 'description': 'Optional TF-RIVER root hints.'}, 'include_thesis_map': {'type': 'boolean', 'description': 'When true, include the thesis-map sections. The MVP defaults to running the thesis map.'}, 'include_unpublished': {'type': 'boolean', 'description': 'When true, include draft or unpublished article nodes when the caller is authorized.'}, 'include_article_body': {'type': 'boolean', 'description': 'When true with available content, include article body fields. Compact mode returns metadata and hashes only.'}, 'include_prior_articles': {'type': 'boolean', 'description': 'When true, include discovered prior River nodes. The MVP defaults to including compact River nodes.'}, 'include_filing_evidence': {'type': 'boolean', 'description': 'When true, include filing evidence refs from the thesis map. The MVP keeps missing filing evidence explicit.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'One TripCode-centered subscriber research packet across TF-SUB, TF-RIVER, TF-XBRL, and TF-DS continuity.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'mode': {'type': 'string', 'maxLength': 64, 'minLength': 0, 'description': 'Reverse-search mode: resolve, thesis_delta, claim_lineage, evidence_backtrace, invalidation_search, confirmation_search, monitoring_search, or scenario_rebuild.'}, 'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Optional maximum result rows. Defaults to 25.'}, 'query': {'type': 'string', 'maxLength': 600, 'minLength': 0, 'description': 'Optional reverse-search question or claim.'}, 'river': {'type': 'string', 'maxLength': 140, 'minLength': 1, 'description': 'Optional TF-RIVER TripCode or issuer shorthand.'}, 'issuer': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional issuer ticker.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional ticker alias for issuer.'}, 'tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional TF-RIVER TripCode or TF-SUB seed TripCode.'}, 'claim_hash': {'type': 'string', 'maxLength': 128, 'minLength': 0, 'description': 'Optional normalized claim hash for by_claim_hash lookup.'}, 'claim_text': {'type': 'string', 'maxLength': 600, 'minLength': 0, 'description': 'Optional claim text to compare against the River.'}, 'include_ds': {'type': 'boolean', 'description': 'When true, include TF-DS computed signal refs from the River object.'}, 'time_window': {'type': 'string', 'maxLength': 80, 'minLength': 0, 'description': 'Optional time window label for caller-side filtering.'}, 'include_xbrl': {'type': 'boolean', 'description': 'When true, include TF-XBRL evidence refs from the River object.'}, 'seed_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional seed TF-SUB, TF-XBRL, TF-DS, or TF-RIVER TripCode.'}, 'river_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional TF-RIVER TripCode.'}, 'river_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'TF-RIVER TripCode.'}, 'description': 'Optional known TF-RIVER TripCodes.'}, 'article_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional current TF-SUB article TripCode alias.'}, 'current_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional current TF-SUB article TripCode.'}, 'include_unpublished': {'type': 'boolean', 'description': 'When true, include draft or unpublished article nodes.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Reverse search across one issuer River.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': [], 'properties': {'LOW': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Issuer count in this risk tier.'}, 'percentage': {'type': 'number', 'description': 'Percentage of the active issuer universe in this tier.'}}, 'description': 'Risk tier bucket.', 'additionalProperties': True}, 'HIGH': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Issuer count in this risk tier.'}, 'percentage': {'type': 'number', 'description': 'Percentage of the active issuer universe in this tier.'}}, 'description': 'Risk tier bucket.', 'additionalProperties': True}, 'MODERATE': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Issuer count in this risk tier.'}, 'percentage': {'type': 'number', 'description': 'Percentage of the active issuer universe in this tier.'}}, 'description': 'Risk tier bucket.', 'additionalProperties': True}, 'UNCLASSIFIED': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Issuer count in this risk tier.'}, 'percentage': {'type': 'number', 'description': 'Percentage of the active issuer universe in this tier.'}}, 'description': 'Risk tier bucket.', 'additionalProperties': True}}, 'description': 'Risk-tier distribution for the active DeltaSignal issuer universe. Tier names are object keys such as HIGH, MODERATE, LOW, and UNCLASSIFIED.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Optional maximum result rows. Defaults to 25.'}, 'query': {'type': 'string', 'maxLength': 600, 'minLength': 0, 'description': 'Claim text to search for when claim_hash is absent.'}, 'river': {'type': 'string', 'maxLength': 140, 'minLength': 1, 'description': 'Optional TF-RIVER TripCode or issuer shorthand.'}, 'issuer': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional issuer ticker.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Optional ticker alias for issuer.'}, 'tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional TF-RIVER TripCode or TF-SUB seed TripCode.'}, 'claim_hash': {'type': 'string', 'maxLength': 128, 'minLength': 0, 'description': 'Optional precomputed normalized claim hash.'}, 'claim_text': {'type': 'string', 'maxLength': 600, 'minLength': 0, 'description': 'Claim text alias for query.'}, 'seed_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional seed TF-SUB, TF-XBRL, TF-DS, or TF-RIVER TripCode.'}, 'river_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional TF-RIVER TripCode.'}, 'river_tripcodes': {'type': 'array', 'items': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'TF-RIVER TripCode.'}, 'description': 'Optional known TF-RIVER TripCodes.'}, 'article_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional current TF-SUB article TripCode alias.'}, 'current_tripcode': {'type': 'string', 'maxLength': 140, 'minLength': 8, 'description': 'Optional current TF-SUB article TripCode.'}, 'include_unpublished': {'type': 'boolean', 'description': 'When true, include draft or unpublished article nodes.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Claim search result.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum article nodes to return.'}, 'issuer': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Issuer ticker such as HUT.'}, 'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Ticker alias for issuer.'}, 'include_unpublished': {'type': 'boolean', 'description': 'When true, include draft or unpublished article nodes.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Issuer River discovery result.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['ticker'], 'properties': {'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Required crypto public company ticker symbol. Examples: RIOT, MARA, COIN, MSTR, HUT, CLSK.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': [], 'properties': {'source': {'type': 'string', 'description': 'Source location or generation path for the field-map contract.'}, 'status': {'type': 'string', 'description': 'Field-map contract status when available.'}, 'ticker': {'type': 'string', 'description': 'Normalized public-company ticker symbol used for the field-map lookup.'}, 'contract': {'type': 'object', 'description': 'SPECTRA field-map contract payload, including historical pressure and filing-choreography fields when available.', 'additionalProperties': True}, 'generated': {'type': 'boolean', 'description': 'Whether the response was generated dynamically rather than read from a stored contract.'}, 'provenance': {'type': 'object', 'description': 'Source/provenance metadata for the served contract.', 'additionalProperties': True}}, 'description': 'SPECTRA historical field-map contract for one issuer.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['product'], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum factor-history rows to return. Defaults to 100 and is capped at 100 through MCP.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset over factor-history rows used for audit.'}, 'product': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Required Synthetic ETF or linked product identifier, for example AI10, Synthetic AI10 ETF, or AI-PERP-INTX.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional exact source date in YYYY-MM-DD format. Overrides window_days.'}, 'window_days': {'type': 'integer', 'maximum': 30, 'minimum': 1, 'description': 'Default audit lookback when no source-date filters are supplied. Defaults to 7 and is capped at 30.'}, 'include_export': {'type': 'boolean', 'description': 'Whether to include export availability metadata. Defaults true.'}, 'source_date_to': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date upper bound in YYYY-MM-DD format.'}, 'source_date_from': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date lower bound in YYYY-MM-DD format.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['audit_status', 'current_bucket', 'threshold_flags', 'canonical_event', 'four_level_coverage'], 'properties': {'route': {'type': 'string', 'description': 'REST route used by the MCP tool.'}, 'caveats': {'type': 'array', 'items': {'type': 'string', 'description': 'Caveat sentence.'}, 'description': 'Audit caveats for client display and contract validation.'}, 'product': {'type': 'string', 'description': 'Canonical linked product identifier used to read factor history.'}, 'trident': {'type': 'object', 'description': 'TRIDENT and liquidation-gradient availability boundary. Returns unavailable unless explicit liquidation-gradient evidence is persisted.', 'additionalProperties': True}, 'z_scores': {'type': 'object', 'description': 'Audit-window z-score fields for ECS, LSI, FDI, FEI, ST, MP, AP, and basis pressure.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'description': 'Source dates, method versions, row counts, route references, and evidence hashes.', 'additionalProperties': True}, 'disclosures': {'type': 'array', 'items': {'type': 'string', 'description': 'Disclosure sentence.'}, 'description': 'Synthetic benchmark, source-boundary, and non-advice disclosures.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest source date represented by the audit payload.'}, 'audit_status': {'type': 'string', 'description': 'complete or partial, based on z-score, threshold, and four-level coverage availability.'}, 'display_name': {'type': 'string', 'description': 'User-facing DeltaSignal Synthetic ETF name.'}, 'payload_mode': {'type': 'string', 'description': 'audit.'}, 'quality_flags': {'type': 'array', 'items': {'type': 'string', 'description': 'Quality flag.'}, 'description': 'Audit quality flags clients must preserve.'}, 'current_bucket': {'type': 'object', 'description': 'Current factor bucket with factors, deltas, market inputs, quality, and evidence hash.', 'additionalProperties': True}, 'factor_history': {'type': 'object', 'description': 'Returned factor rows, pagination, and export availability metadata.', 'additionalProperties': True}, 'linked_product': {'type': 'string', 'description': 'Linked market product used for Level 4 evidence where available.'}, 'method_version': {'type': 'string', 'description': 'Version label for the audit compositor.'}, 'pressure_state': {'type': 'object', 'description': 'Linked-market pressure read from the current factor row.', 'additionalProperties': True}, 'canonical_event': {'type': 'object', 'description': 'Canonical event status, type, reason, blockers, linked state, and evidence boundary.', 'additionalProperties': True}, 'computed_at_utc': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'UTC computation timestamp from the current factor row.'}, 'previous_bucket': {'type': 'object', 'description': 'Previous returned factor bucket for comparison, or unavailable status.', 'additionalProperties': True}, 'threshold_flags': {'type': 'object', 'description': 'Canonical release-event threshold flags and pass/fail/unavailable status.', 'additionalProperties': True}, 'identity_lineage': {'type': 'object', 'description': 'Canonical synthetic benchmark identity and method-continuity metadata.', 'additionalProperties': True}, 'bucket_comparison': {'type': 'object', 'description': 'Side-by-side current/prior ST, LSI, FDI, FEI, ECS proxy, basis pressure, and deltas.', 'additionalProperties': True}, 'evidence_boundary': {'type': 'string', 'description': 'Boundary statement separating linked-market evidence from full ATLAS verdict language.'}, 'question_readiness': {'type': 'object', 'description': 'Per-question answerability map for agents: current state, drivers, canonical event, seven-day history, constituent attribution, presentation parity, TRIDENT, and publication safety.', 'additionalProperties': True}, 'threshold_contract': {'type': 'object', 'description': 'Versioned release-event threshold contract used by audit-mode threshold flags.', 'additionalProperties': True}, 'four_level_coverage': {'type': 'object', 'description': 'Level 1 issuer truth, Level 2 equity behavior, Level 3 basket pressure, and Level 4 linked-product coverage.', 'additionalProperties': True}, 'observed_bucket_utc': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'UTC observed bucket represented by the current factor row.'}, 'presentation_parity': {'type': 'object', 'description': 'Rendered artifact parity status. Returns requires_artifact until a rendered HTML/article artifact is provided for comparison.', 'additionalProperties': True}, 'event_classification': {'type': 'object', 'description': 'Canonical event classification distinct from the linked-market pressure read.', 'additionalProperties': True}, 'constituent_contributions': {'type': 'object', 'description': 'Bounded constituent attribution rows. Current implementation exposes weight-only contribution rows and missing per-constituent pressure fields instead of inferring drivers.', 'additionalProperties': True}}, 'description': 'Audit-grade DeltaSignal Synthetic ETF payload.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['product'], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum factor-history points to inspect before building the pressure state. Defaults to 10 and is capped at 100 through MCP.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset over factor-history points used for the pressure state.'}, 'product': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Required Synthetic ETF or linked product identifier, for example AI10, Synthetic AI10 ETF, or AI-PERP-INTX.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional exact source date in YYYY-MM-DD format.'}, 'source_date_to': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date upper bound in YYYY-MM-DD format.'}, 'source_date_from': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Optional inclusive source-date lower bound in YYYY-MM-DD format.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['display_name', 'identity_lineage', 'pressure_state', 'evidence_boundary'], 'properties': {'route': {'type': 'string', 'description': 'REST route used by the MCP tool.'}, 'caveats': {'type': 'array', 'items': {'type': 'string', 'description': 'Caveat sentence.'}, 'description': 'Top-level caveats for client display and contract validation.'}, 'product': {'type': 'string', 'description': 'Canonical linked product identifier used to read factor history.'}, 'route_uri': {'type': 'string', 'description': 'Canonical REST route URI template used by the MCP tool.'}, 'disclosures': {'type': 'array', 'items': {'type': 'string', 'description': 'Disclosure sentence.'}, 'description': 'Synthetic benchmark and non-advice disclosures.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest source date represented by the pressure-state factor row.'}, 'display_name': {'type': 'string', 'description': 'User-facing DeltaSignal Synthetic ETF name.'}, 'payload_mode': {'type': 'string', 'description': 'compact.'}, 'evidence_hash': {'type': 'string', 'description': 'Evidence hash preserved from the factor row lineage or quality envelope.'}, 'quality_flags': {'type': 'array', 'items': {'type': 'string', 'description': 'Quality flag.'}, 'description': 'Top-level quality flags mirrored from data_quality_warnings for client validation.'}, 'method_version': {'type': 'string', 'description': 'Version label for the pressure-state compositor.'}, 'pressure_state': {'type': 'object', 'description': 'Current pressure-state read, including market_state, spectra_read, pressure/energy bands, factor values, quality, and warnings.', 'additionalProperties': True}, 'computed_at_utc': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'UTC computation timestamp from the preserved factor row quality envelope.'}, 'identity_lineage': {'type': 'object', 'description': 'Canonical synthetic benchmark identity, legacy alias migration metadata, method continuity, and evidence-role boundary.', 'additionalProperties': True}, 'evidence_boundary': {'type': 'string', 'description': 'Boundary statement proving the response is read-only analytical evidence, not live exchange fetch or advice.'}, 'observed_bucket_utc': {'type': 'string', 'format': 'date-time', 'examples': ['2026-05-05T23:02:17Z'], 'description': 'UTC observed bucket represented by the pressure-state factor row.'}, 'constituent_readiness': {'type': 'object', 'description': 'Constituent registry coverage and weight-readiness summary with internal source label only.', 'additionalProperties': True}, 'recommended_followups': {'type': 'array', 'items': {'type': 'object', 'description': 'Follow-up tool call recommendation.', 'additionalProperties': True}, 'description': 'Lower-level MCP calls for drilling into preserved evidence.'}}, 'description': 'Composite DeltaSignal Synthetic ETF pressure-state envelope.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['ticker', 'thesis_text'], 'properties': {'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Required issuer ticker. Examples: MSTR, RIOT, MARA, COIN.'}, 'cadence': {'enum': ['manual', 'daily', 'weekly'], 'type': 'string', 'description': 'Optional monitoring cadence.'}, 'output_mode': {'enum': ['compact'], 'type': 'string', 'description': 'Optional response mode.'}, 'thesis_text': {'type': 'string', 'maxLength': 8000, 'minLength': 1, 'description': 'Required user-authored thesis text.'}, 'lookback_days': {'type': 'integer', 'maximum': 365, 'minimum': 1, 'description': 'Optional monitoring lookback window in days.'}, 'watch_conditions': {'type': 'array', 'items': {'type': 'object', 'description': 'Watch condition object.', 'additionalProperties': True}, 'description': 'Optional structured watch conditions extracted from the thesis.'}, 'provenance_required': {'type': 'boolean', 'description': 'Whether source dates, route status, and evidence provenance are required before evidence-backed evaluation.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Accountless thesis creation response. The access_token is returned once and must be kept by the client; the server stores only its hash.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['ticker', 'thesis_text'], 'properties': {'ticker': {'type': 'string', 'pattern': '^[A-Za-z0-9.-]{1,16}$', 'examples': ['COIN', 'MSTR', 'MARA', 'RIOT', 'HUT', 'CLSK'], 'maxLength': 10, 'minLength': 1, 'description': 'Required issuer ticker. Examples: MSTR, RIOT, MARA, COIN.'}, 'cadence': {'enum': ['manual', 'daily', 'weekly'], 'type': 'string', 'description': 'Optional monitoring cadence.'}, 'output_mode': {'enum': ['compact'], 'type': 'string', 'description': 'Optional response mode.'}, 'thesis_text': {'type': 'string', 'maxLength': 8000, 'minLength': 1, 'description': 'Required user-authored thesis text. It should state what must remain true, what weakens it, and what falsifies it.'}, 'lookback_days': {'type': 'integer', 'maximum': 365, 'minimum': 1, 'description': 'Optional monitoring lookback window in days.'}, 'watch_conditions': {'type': 'array', 'items': {'type': 'object', 'description': 'Watch condition object.', 'additionalProperties': True}, 'description': 'Optional structured watch conditions extracted from the thesis.'}, 'evidence_surfaces': {'type': 'array', 'items': {'type': 'string', 'maxLength': 64, 'minLength': 1, 'description': 'Evidence surface name.'}, 'description': 'Optional ATLAS evidence surfaces expected to evaluate the thesis.'}, 'provenance_required': {'type': 'boolean', 'description': 'Whether source dates, route status, and evidence provenance are required before evidence-backed evaluation.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['schema_version', 'request', 'bundle', 'internal_calls', 'errors'], 'properties': {'bundle': {'type': 'object', 'description': 'Execution state for the composite workflow, including status, partial, timing, payload_mode, and concurrency.', 'additionalProperties': True}, 'errors': {'type': 'array', 'items': {'type': 'object', 'description': 'Partial failure record.', 'additionalProperties': True}, 'description': 'Failed internal subtool records. Successful calls are never replaced with synthesized data.'}, 'status': {'type': 'string', 'description': 'ok, partial, or failed.'}, 'partial': {'type': 'boolean', 'description': 'True when at least one internal subtool failed.'}, 'request': {'type': 'object', 'description': 'Normalized composite input such as tool, output_mode, ticker, and period.', 'additionalProperties': True}, 'workflow': {'type': 'string', 'description': 'Composite MCP workflow name, normally deltasignal_morning_brief.'}, 'readiness': {'type': 'object', 'description': 'Raw deltasignal_readiness payload when that internal call succeeds.', 'additionalProperties': True}, 'top_stressed': {'type': 'object', 'description': 'Raw deltasignal_top_stressed payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'daily_changes': {'type': 'object', 'description': 'Compacted raw deltasignal_daily_changes payload when that internal call succeeds.', 'additionalProperties': True}, 'internal_calls': {'type': 'array', 'items': {'type': 'object', 'description': 'Internal MCP subtool call record.', 'additionalProperties': True}, 'description': 'Internal subtool call ledger with exact tool names, arguments, routes, statuses, and elapsed milliseconds.'}, 'schema_version': {'type': 'string', 'description': 'Composite workflow schema version.'}, 'issuer_drilldowns': {'type': 'array', 'items': {'type': 'object', 'description': 'Issuer drilldown evidence group.', 'additionalProperties': True}, 'description': 'Reserved issuer evidence groups. Empty for standard morning briefs unless a future explicit deep-brief mode runs issuer drilldowns.'}, 'risk_distribution': {'type': 'object', 'description': 'Raw deltasignal_risk_distribution payload when that internal call succeeds.', 'additionalProperties': True}, 'spectra_field_map': {'type': 'object', 'description': 'Raw deltasignal_spectra_field_map payload when a company-report SPECTRA advisory leg succeeds.', 'additionalProperties': True}, 'alpha_opportunities': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities payload from the fixed limit=10 call when it succeeds.', 'additionalProperties': True}, 'combined_provenance': {'type': 'object', 'description': 'Source dates, computed dates, compacted state, and aggregate timing across successful internal calls.', 'additionalProperties': True}, 'mcp_billing_estimate': {'type': 'object', 'description': 'Single-call bundle billing estimate and public x402-equivalent internal call ledger.', 'additionalProperties': True}, 'partial_failure_policy': {'type': 'string', 'description': 'Human-readable policy for preserving successful sections and verbatim failed subtool errors.'}, 'issuer_drilldown_policy': {'type': 'object', 'description': 'Morning-brief issuer drilldown policy. Standard morning briefs do not run advisory issuer layers automatically; use company-report or deep-brief follow-ups for fundamentals, stress, peer, alpha, and SPECTRA evidence.', 'additionalProperties': True}, 'alpha_opportunities_audit': {'type': 'object', 'description': 'Raw deltasignal_alpha_opportunities_audit payload from the fixed limit=10 call when it succeeds. This leg is advisory and explains board filters, quality gates, and rank demotions.', 'additionalProperties': True}}, 'description': 'Deterministic thesis readiness score. This response uses no ATLAS evidence and only decides whether the thesis is suitable for monitoring.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum issuers to return. Use 5-20 for agent summaries and up to 100 for full screening.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset for continuing a previous ranked screen.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'properties': {'rank': {'type': 'integer', 'description': 'Rank in the current result set when available.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Filing/reporting period or source date.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker.'}, 'risk_tier': {'type': 'string', 'description': 'Risk tier label.'}, 'atlas_tier': {'type': 'string', 'description': 'ATLAS tier label.'}, 'data_source': {'type': 'string', 'description': 'Source category.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name when available.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source slice date.'}, 'quality_flag': {'type': 'string', 'description': 'Data quality flag.'}, 'stress_50pct': {'type': 'number', 'description': 'Stress value under 50 percent stress assumptions.'}, 'market_regime': {'type': 'string', 'description': 'Market regime label when available.'}, 'live_risk_tier': {'type': 'string', 'description': 'Live-price-adjusted risk tier when available.'}, 'resonance_status': {'type': 'string', 'description': 'Stress resonance status.'}, 'live_stress_50pct': {'type': 'number', 'description': 'Live-price-adjusted 50 percent stress value when available.'}, 'is_linkbase_backed': {'type': 'boolean', 'description': 'Whether SEC XBRL linkbase/rooted facts back the row.'}, 'debt_coverage_status': {'type': 'string', 'description': 'Debt coverage classification.'}, 'covenant_headroom_50pct': {'type': 'number', 'description': 'Covenant headroom under 50 percent stress assumptions.'}, 'live_covenant_headroom_50pct': {'type': 'number', 'description': 'Live-price-adjusted covenant headroom when available.'}}, 'description': 'Ranked issuer row with covenant stress and provenance fields.', 'additionalProperties': True}, 'description': 'Rows returned by the screen.'}, 'meta': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Number of rows returned in data.'}, 'limit': {'type': 'integer', 'description': 'Limit applied to the query.'}, 'total': {'type': 'integer', 'description': 'Total matching rows before pagination.'}, 'offset': {'type': 'integer', 'description': 'Offset applied to the query.'}}, 'description': 'Pagination and count metadata.', 'additionalProperties': True}}, 'description': 'Ranked stressed issuer screen.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum issuers to include in the brief. Use 5-10 for concise human summaries.'}, 'style': {'enum': ['professional', 'concise', 'trader', 'detailed'], 'type': 'string', 'description': 'Rendering style. Style changes tone and density only, not facts.'}, 'offset': {'type': 'integer', 'maximum': 1000, 'minimum': 0, 'description': 'Pagination offset for continuing a previous ranked screen.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['mcp_summary', 'data', 'provenance', 'suggested_follow_ups'], 'properties': {'data': {'type': 'object', 'required': ['data', 'meta'], 'properties': {'data': {'type': 'array', 'items': {'type': 'object', 'properties': {'rank': {'type': 'integer', 'description': 'Rank in the current result set when available.'}, 'period': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Filing/reporting period or source date.'}, 'ticker': {'type': 'string', 'description': 'Issuer ticker.'}, 'risk_tier': {'type': 'string', 'description': 'Risk tier label.'}, 'atlas_tier': {'type': 'string', 'description': 'ATLAS tier label.'}, 'data_source': {'type': 'string', 'description': 'Source category.'}, 'entity_name': {'type': 'string', 'description': 'SEC issuer entity name when available.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'DeltaSignal source slice date.'}, 'quality_flag': {'type': 'string', 'description': 'Data quality flag.'}, 'stress_50pct': {'type': 'number', 'description': 'Stress value under 50 percent stress assumptions.'}, 'market_regime': {'type': 'string', 'description': 'Market regime label when available.'}, 'live_risk_tier': {'type': 'string', 'description': 'Live-price-adjusted risk tier when available.'}, 'resonance_status': {'type': 'string', 'description': 'Stress resonance status.'}, 'live_stress_50pct': {'type': 'number', 'description': 'Live-price-adjusted 50 percent stress value when available.'}, 'is_linkbase_backed': {'type': 'boolean', 'description': 'Whether SEC XBRL linkbase/rooted facts back the row.'}, 'debt_coverage_status': {'type': 'string', 'description': 'Debt coverage classification.'}, 'covenant_headroom_50pct': {'type': 'number', 'description': 'Covenant headroom under 50 percent stress assumptions.'}, 'live_covenant_headroom_50pct': {'type': 'number', 'description': 'Live-price-adjusted covenant headroom when available.'}}, 'description': 'Rendered Markdown plus compact evidence summary.', 'additionalProperties': True}, 'description': 'Rows returned by the screen.'}, 'meta': {'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Number of rows returned in data.'}, 'limit': {'type': 'integer', 'description': 'Limit applied to the query.'}, 'total': {'type': 'integer', 'description': 'Total matching rows before pagination.'}, 'offset': {'type': 'integer', 'description': 'Offset applied to the query.'}}, 'description': 'Pagination and count metadata.', 'additionalProperties': True}}, 'description': 'Natural Language Top Stressed response.', 'additionalProperties': True}, 'provenance': {'type': 'object', 'properties': {'compacted': {'type': 'boolean', 'description': 'Whether the data payload was compacted for MCP context safety.'}, 'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Primary DeltaSignal source date when available.'}, 'freshness_window_hours': {'type': 'integer', 'description': 'Freshness window in hours when reported by the underlying tool.'}, 'latest_activity_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest CompanyFacts activity source date when available.'}, 'latest_computed_source_date': {'type': 'string', 'format': 'date', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'examples': ['2026-05-05'], 'maxLength': 10, 'minLength': 10, 'description': 'Latest computed DeltaSignal source date when available.'}}, 'description': 'Traceability information for the MCP tool response.', 'additionalProperties': True}, 'mcp_summary': {'type': 'string', 'description': 'Concise high-signal summary of the tool response. Maximum 140 characters.'}, 'usage_metadata': {'type': 'object', 'properties': {'elapsed_ms': {'type': 'integer', 'description': 'Elapsed time for the MCP tool call in milliseconds.'}, 'tokens_used': {'type': 'integer', 'description': 'Token usage when known.'}, 'estimated_cost_usd': {'type': 'number', 'description': 'Estimated public x402-equivalent cost in USD when known.'}}, 'description': 'Performance and estimated cost metadata for this MCP tool call.', 'additionalProperties': True}, 'suggested_follow_ups': {'type': 'array', 'items': {'type': 'object', 'properties': {'args': {'type': 'object', 'description': 'Arguments for the suggested MCP tool call.', 'additionalProperties': True}, 'tool': {'type': 'string', 'description': 'MCP tool name to call next.'}}, 'description': 'Suggested follow-up MCP call.', 'additionalProperties': True}, 'description': 'Concrete next MCP calls an agent can run to continue the workflow.'}}, 'description': 'DeltaSignal ATLAS-7 MCPResponse wrapper. Raw tool payload is returned under data.', 'additionalProperties': True}

{'type': 'object', 'required': ['contract'], 'properties': {'contract': {'type': 'object', 'required': ['diagram_id', 'diagram_family', 'purpose', 'nodes', 'edges', 'viewport_policy', 'accessibility', 'fit_policy'], 'properties': {'edges': {'type': 'array', 'items': {'type': 'object', 'description': 'Edge with from, to, label, and critical metadata.', 'additionalProperties': True}, 'description': 'Contract edges.'}, 'nodes': {'type': 'array', 'items': {'type': 'object', 'description': 'Node with id, label, owner, kind, and metadata.', 'additionalProperties': True}, 'description': 'Contract nodes.'}, 'title': {'type': 'string', 'description': 'Human title.'}, 'groups': {'type': 'array', 'items': {'type': 'object', 'description': 'Group metadata.', 'additionalProperties': True}, 'description': 'Optional node groups.'}, 'labels': {'type': 'array', 'items': {'type': 'string', 'description': 'Required or searchable label.'}, 'description': 'Optional important labels.'}, 'owners': {'type': 'array', 'items': {'type': 'string', 'description': 'Owner or system.'}, 'description': 'Optional owners.'}, 'purpose': {'type': 'string', 'description': 'Reason this visual exists.'}, 'metadata': {'type': 'object', 'description': 'Additional compact searchable metadata.', 'additionalProperties': True}, 'diagram_id': {'type': 'string', 'description': 'Stable diagram id.'}, 'fit_policy': {'type': 'object', 'description': 'Fit policy.', 'additionalProperties': True}, 'source_refs': {'type': 'array', 'items': {'type': 'string', 'description': 'Source id, URL, document id, or digest id.'}, 'description': 'Optional source references.'}, 'accessibility': {'type': 'object', 'description': 'Accessibility title and description.', 'additionalProperties': True}, 'render_policy': {'type': 'object', 'description': 'Renderer policy.', 'additionalProperties': True}, 'diagram_family': {'type': 'string', 'description': 'Diagram family, such as c4-container, payment-flow, erd, trust-boundary, or scorecard-dashboard.'}, 'reuse_metadata': {'type': 'object', 'description': 'Metadata for downstream agents.', 'additionalProperties': True}, 'receipt_binding': {'type': 'object', 'description': 'Payment or receipt expectations.', 'additionalProperties': True}, 'viewport_policy': {'type': 'object', 'description': 'Viewport policy.', 'additionalProperties': True}}, 'description': 'Minimum viable StrategiX visual-spec contract. This is the source of truth; D2, Mermaid, Graphviz DOT, SVG, and draw.io XML are input or intermediate formats only.'}, 'project_id': {'type': 'string', 'description': 'Optional project namespace for compact search metadata.'}, 'source_digest': {'type': 'array', 'items': {'type': 'string', 'description': 'Source digest id or note.'}, 'description': 'Optional source digest ids or short source notes.'}, 'payment_reference': {'type': 'string', 'description': 'Optional x402 payment reference supplied by the caller or payment middleware.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'Structured JSON result returned by the tool.', 'additionalProperties': True}

{'type': 'object', 'required': ['contract'], 'properties': {'contract': {'type': 'object', 'required': ['diagram_id', 'diagram_family', 'purpose', 'nodes', 'edges', 'viewport_policy', 'accessibility', 'fit_policy'], 'properties': {'edges': {'type': 'array', 'items': {'type': 'object', 'description': 'Edge with from, to, label, and critical metadata.', 'additionalProperties': True}, 'description': 'Contract edges.'}, 'nodes': {'type': 'array', 'items': {'type': 'object', 'description': 'Node with id, label, owner, kind, and metadata.', 'additionalProperties': True}, 'description': 'Contract nodes.'}, 'title': {'type': 'string', 'description': 'Human title.'}, 'groups': {'type': 'array', 'items': {'type': 'object', 'description': 'Group metadata.', 'additionalProperties': True}, 'description': 'Optional node groups.'}, 'labels': {'type': 'array', 'items': {'type': 'string', 'description': 'Required or searchable label.'}, 'description': 'Optional important labels.'}, 'owners': {'type': 'array', 'items': {'type': 'string', 'description': 'Owner or system.'}, 'description': 'Optional owners.'}, 'purpose': {'type': 'string', 'description': 'Reason this visual exists.'}, 'metadata': {'type': 'object', 'description': 'Additional compact searchable metadata.', 'additionalProperties': True}, 'diagram_id': {'type': 'string', 'description': 'Stable diagram id.'}, 'fit_policy': {'type': 'object', 'description': 'Fit policy.', 'additionalProperties': True}, 'source_refs': {'type': 'array', 'items': {'type': 'string', 'description': 'Source id, URL, document id, or digest id.'}, 'description': 'Optional source references.'}, 'accessibility': {'type': 'object', 'description': 'Accessibility title and description.', 'additionalProperties': True}, 'render_policy': {'type': 'object', 'description': 'Renderer policy.', 'additionalProperties': True}, 'diagram_family': {'type': 'string', 'description': 'Diagram family, such as c4-container, payment-flow, erd, trust-boundary, or scorecard-dashboard.'}, 'reuse_metadata': {'type': 'object', 'description': 'Metadata for downstream agents.', 'additionalProperties': True}, 'receipt_binding': {'type': 'object', 'description': 'Payment or receipt expectations.', 'additionalProperties': True}, 'viewport_policy': {'type': 'object', 'description': 'Viewport policy.', 'additionalProperties': True}}, 'description': 'Minimum viable StrategiX visual-spec contract. This is the source of truth; D2, Mermaid, Graphviz DOT, SVG, and draw.io XML are input or intermediate formats only.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'Structured JSON result returned by the tool.', 'additionalProperties': True}

{'type': 'object', 'required': ['contract'], 'properties': {'contract': {'type': 'object', 'required': ['diagram_id', 'diagram_family', 'purpose', 'nodes', 'edges', 'viewport_policy', 'accessibility', 'fit_policy'], 'properties': {'edges': {'type': 'array', 'items': {'type': 'object', 'description': 'Edge with from, to, label, and critical metadata.', 'additionalProperties': True}, 'description': 'Contract edges.'}, 'nodes': {'type': 'array', 'items': {'type': 'object', 'description': 'Node with id, label, owner, kind, and metadata.', 'additionalProperties': True}, 'description': 'Contract nodes.'}, 'title': {'type': 'string', 'description': 'Human title.'}, 'groups': {'type': 'array', 'items': {'type': 'object', 'description': 'Group metadata.', 'additionalProperties': True}, 'description': 'Optional node groups.'}, 'labels': {'type': 'array', 'items': {'type': 'string', 'description': 'Required or searchable label.'}, 'description': 'Optional important labels.'}, 'owners': {'type': 'array', 'items': {'type': 'string', 'description': 'Owner or system.'}, 'description': 'Optional owners.'}, 'purpose': {'type': 'string', 'description': 'Reason this visual exists.'}, 'metadata': {'type': 'object', 'description': 'Additional compact searchable metadata.', 'additionalProperties': True}, 'diagram_id': {'type': 'string', 'description': 'Stable diagram id.'}, 'fit_policy': {'type': 'object', 'description': 'Fit policy.', 'additionalProperties': True}, 'source_refs': {'type': 'array', 'items': {'type': 'string', 'description': 'Source id, URL, document id, or digest id.'}, 'description': 'Optional source references.'}, 'accessibility': {'type': 'object', 'description': 'Accessibility title and description.', 'additionalProperties': True}, 'render_policy': {'type': 'object', 'description': 'Renderer policy.', 'additionalProperties': True}, 'diagram_family': {'type': 'string', 'description': 'Diagram family, such as c4-container, payment-flow, erd, trust-boundary, or scorecard-dashboard.'}, 'reuse_metadata': {'type': 'object', 'description': 'Metadata for downstream agents.', 'additionalProperties': True}, 'receipt_binding': {'type': 'object', 'description': 'Payment or receipt expectations.', 'additionalProperties': True}, 'viewport_policy': {'type': 'object', 'description': 'Viewport policy.', 'additionalProperties': True}}, 'description': 'Minimum viable StrategiX visual-spec contract. This is the source of truth; D2, Mermaid, Graphviz DOT, SVG, and draw.io XML are input or intermediate formats only.'}, 'project_id': {'type': 'string', 'description': 'Optional project namespace for compact search metadata.'}, 'rendered_svg': {'type': 'string', 'description': 'Optional pre-rendered SVG. If omitted, the service renders the contract first.'}, 'source_digest': {'type': 'array', 'items': {'type': 'string', 'description': 'Source digest id or note.'}, 'description': 'Optional source digest ids or short source notes.'}, 'payment_reference': {'type': 'string', 'description': 'Optional x402 payment reference supplied by the caller or payment middleware.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'Structured JSON result returned by the tool.', 'additionalProperties': True}

{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1, 'description': 'Maximum results. Defaults to 10.'}, 'query': {'type': 'string', 'description': 'Search query across compact metadata and built-in MVP fixture records.'}, 'artifacts': {'type': 'array', 'items': {'type': 'object', 'description': 'Compact visual-spec metadata record.', 'additionalProperties': True}, 'description': 'Optional caller-supplied compact metadata records to search.'}}, 'additionalProperties': False}

{'type': 'object', 'description': 'Structured JSON result returned by the tool.', 'additionalProperties': True}