OutilsIA — Conseiller IA locale
What this MCP does
Provides read-only advice on local AI models, runtimes, hardware suitability, benchmarks, and website GEO audits without accessing or modifying the user's computer.
Tools
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['report_url'], 'properties': {'usage': {'enum': ['polyvalent', 'assistant', 'code', 'francais', 'portable', 'image', 'gros_modeles'], 'type': 'string', 'default': 'polyvalent'}, 'report_url': {'type': 'string', 'format': 'uri', 'maxLength': 500}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['decision'], 'properties': {'decision': {'type': 'object', 'required': ['schema_version', 'decision_type', 'title', 'verdict', 'usage', 'source', 'machine', 'score', 'recommended_models', 'benchmark_evidence', 'purchase', 'blocked_next', 'links', 'limits'], 'properties': {'links': {'type': 'array', 'items': {'type': 'object', 'required': ['label', 'url', 'kind'], 'properties': {'url': {'type': 'string', 'format': 'uri'}, 'kind': {'type': 'string'}, 'label': {'type': 'string'}}, 'additionalProperties': False}}, 'score': {'type': 'object', 'required': ['value', 'label', 'summary'], 'properties': {'label': {'type': 'string'}, 'value': {'type': 'number'}, 'summary': {'type': 'string'}}, 'additionalProperties': False}, 'title': {'type': 'string'}, 'usage': {'enum': ['polyvalent', 'assistant', 'code', 'francais', 'portable', 'image', 'gros_modeles'], 'type': 'string'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'source': {'type': 'object', 'required': ['kind', 'label', 'is_real_scan'], 'properties': {'kind': {'enum': ['declared_profile', 'shared_report', 'upgrade_simulation'], 'type': 'string'}, 'label': {'type': 'string'}, 'is_real_scan': {'type': 'boolean'}}, 'additionalProperties': False}, 'machine': {'type': 'object', 'required': ['cpu', 'cpu_cores', 'ram_gb', 'gpu', 'gpu_vendor', 'vram_gb', 'unified_memory', 'storage_free_gb', 'storage_status', 'os'], 'properties': {'os': {'type': 'string'}, 'cpu': {'type': 'string'}, 'gpu': {'type': 'string'}, 'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}, 'cpu_cores': {'type': 'number'}, 'gpu_vendor': {'type': 'string'}, 'storage_status': {'enum': ['unknown', 'measured'], 'type': 'string'}, 'unified_memory': {'type': 'boolean'}, 'storage_free_gb': {'type': ['number', 'null']}}, 'additionalProperties': False}, 'verdict': {'type': 'string'}, 'purchase': {'type': 'object', 'required': ['priority', 'headline', 'summary', 'upgrade'], 'properties': {'summary': {'type': 'string'}, 'upgrade': {'anyOf': [{'type': 'object', 'required': ['name', 'summary', 'target_vram_gb', 'target_ram_gb', 'price', 'guide_url'], 'properties': {'name': {'type': 'string'}, 'price': {'type': 'string'}, 'summary': {'type': 'string'}, 'component': {'type': 'string'}, 'guide_url': {'type': 'string'}, 'target_ram_gb': {'type': 'number'}, 'target_vram_gb': {'type': 'number'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'headline': {'type': 'string'}, 'priority': {'type': 'string'}, 'facts_used': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}, 'score_gain': {'type': 'number'}, 'blocked_next': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'params', 'required_vram_gb', 'reason'], 'properties': {'name': {'type': 'string'}, 'params': {'type': 'string'}, 'reason': {'type': 'string'}, 'required_vram_gb': {'type': 'number'}}, 'additionalProperties': False}}, 'decision_type': {'enum': ['compatibility', 'upgrade_simulation'], 'type': 'string'}, 'baseline_score': {'$ref': '#/properties/decision/properties/score'}, 'schema_version': {'type': 'string', 'const': 'outilsia.chatgpt.decision.v1'}, 'unlocked_models': {'type': 'array', 'items': {'$ref': '#/properties/decision/properties/recommended_models/items'}}, 'simulated_target': {'type': 'object', 'required': ['ram_gb', 'vram_gb'], 'properties': {'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}}, 'additionalProperties': False}, 'benchmark_evidence': {'anyOf': [{'type': 'object', 'required': ['model', 'tokens_per_second', 'elapsed_ms', 'measured'], 'properties': {'model': {'type': 'string'}, 'measured': {'type': 'boolean'}, 'elapsed_ms': {'type': 'number'}, 'tokens_per_second': {'type': 'number'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'recommended_models': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'params', 'status', 'label', 'vram_q4_gb', 'ollama', 'reason'], 'properties': {'fit': {'enum': ['full_gpu_fit', 'partial_offload', 'cpu_offload_heavy', 'storage_only', 'blocked', 'unknown'], 'type': 'string'}, 'name': {'type': 'string'}, 'label': {'type': 'string'}, 'ollama': {'type': 'string'}, 'params': {'type': 'string'}, 'reason': {'type': 'string'}, 'status': {'type': 'string'}, 'estimated': {'type': 'boolean'}, 'fit_label': {'type': 'string'}, 'vram_q4_gb': {'type': 'number'}}, 'additionalProperties': False}}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['cpu_name', 'ram_gb', 'gpu_name', 'vram_gb'], 'properties': {'usage': {'enum': ['polyvalent', 'assistant', 'code', 'francais', 'portable', 'image', 'gros_modeles'], 'type': 'string', 'default': 'polyvalent'}, 'ram_gb': {'type': 'number', 'maximum': 2048, 'minimum': 1}, 'os_name': {'type': 'string', 'maxLength': 120}, 'vram_gb': {'type': 'number', 'maximum': 512, 'minimum': 0}, 'cpu_name': {'type': 'string', 'maxLength': 200, 'minLength': 2}, 'gpu_name': {'type': 'string', 'maxLength': 200, 'minLength': 1}, 'cpu_cores': {'type': 'integer', 'maximum': 512, 'minimum': 1}, 'gpu_vendor': {'type': 'string', 'maxLength': 80}, 'unified_memory': {'type': 'boolean'}, 'storage_free_gb': {'type': 'number', 'maximum': 1000000, 'minimum': 0}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['decision'], 'properties': {'decision': {'type': 'object', 'required': ['schema_version', 'decision_type', 'title', 'verdict', 'usage', 'source', 'machine', 'score', 'recommended_models', 'benchmark_evidence', 'purchase', 'blocked_next', 'links', 'limits'], 'properties': {'links': {'type': 'array', 'items': {'type': 'object', 'required': ['label', 'url', 'kind'], 'properties': {'url': {'type': 'string', 'format': 'uri'}, 'kind': {'type': 'string'}, 'label': {'type': 'string'}}, 'additionalProperties': False}}, 'score': {'type': 'object', 'required': ['value', 'label', 'summary'], 'properties': {'label': {'type': 'string'}, 'value': {'type': 'number'}, 'summary': {'type': 'string'}}, 'additionalProperties': False}, 'title': {'type': 'string'}, 'usage': {'enum': ['polyvalent', 'assistant', 'code', 'francais', 'portable', 'image', 'gros_modeles'], 'type': 'string'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'source': {'type': 'object', 'required': ['kind', 'label', 'is_real_scan'], 'properties': {'kind': {'enum': ['declared_profile', 'shared_report', 'upgrade_simulation'], 'type': 'string'}, 'label': {'type': 'string'}, 'is_real_scan': {'type': 'boolean'}}, 'additionalProperties': False}, 'machine': {'type': 'object', 'required': ['cpu', 'cpu_cores', 'ram_gb', 'gpu', 'gpu_vendor', 'vram_gb', 'unified_memory', 'storage_free_gb', 'storage_status', 'os'], 'properties': {'os': {'type': 'string'}, 'cpu': {'type': 'string'}, 'gpu': {'type': 'string'}, 'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}, 'cpu_cores': {'type': 'number'}, 'gpu_vendor': {'type': 'string'}, 'storage_status': {'enum': ['unknown', 'measured'], 'type': 'string'}, 'unified_memory': {'type': 'boolean'}, 'storage_free_gb': {'type': ['number', 'null']}}, 'additionalProperties': False}, 'verdict': {'type': 'string'}, 'purchase': {'type': 'object', 'required': ['priority', 'headline', 'summary', 'upgrade'], 'properties': {'summary': {'type': 'string'}, 'upgrade': {'anyOf': [{'type': 'object', 'required': ['name', 'summary', 'target_vram_gb', 'target_ram_gb', 'price', 'guide_url'], 'properties': {'name': {'type': 'string'}, 'price': {'type': 'string'}, 'summary': {'type': 'string'}, 'component': {'type': 'string'}, 'guide_url': {'type': 'string'}, 'target_ram_gb': {'type': 'number'}, 'target_vram_gb': {'type': 'number'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'headline': {'type': 'string'}, 'priority': {'type': 'string'}, 'facts_used': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}, 'score_gain': {'type': 'number'}, 'blocked_next': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'params', 'required_vram_gb', 'reason'], 'properties': {'name': {'type': 'string'}, 'params': {'type': 'string'}, 'reason': {'type': 'string'}, 'required_vram_gb': {'type': 'number'}}, 'additionalProperties': False}}, 'decision_type': {'enum': ['compatibility', 'upgrade_simulation'], 'type': 'string'}, 'baseline_score': {'$ref': '#/properties/decision/properties/score'}, 'schema_version': {'type': 'string', 'const': 'outilsia.chatgpt.decision.v1'}, 'unlocked_models': {'type': 'array', 'items': {'$ref': '#/properties/decision/properties/recommended_models/items'}}, 'simulated_target': {'type': 'object', 'required': ['ram_gb', 'vram_gb'], 'properties': {'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}}, 'additionalProperties': False}, 'benchmark_evidence': {'anyOf': [{'type': 'object', 'required': ['model', 'tokens_per_second', 'elapsed_ms', 'measured'], 'properties': {'model': {'type': 'string'}, 'measured': {'type': 'boolean'}, 'elapsed_ms': {'type': 'number'}, 'tokens_per_second': {'type': 'number'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'recommended_models': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'params', 'status', 'label', 'vram_q4_gb', 'ollama', 'reason'], 'properties': {'fit': {'enum': ['full_gpu_fit', 'partial_offload', 'cpu_offload_heavy', 'storage_only', 'blocked', 'unknown'], 'type': 'string'}, 'name': {'type': 'string'}, 'label': {'type': 'string'}, 'ollama': {'type': 'string'}, 'params': {'type': 'string'}, 'reason': {'type': 'string'}, 'status': {'type': 'string'}, 'estimated': {'type': 'boolean'}, 'fit_label': {'type': 'string'}, 'vram_q4_gb': {'type': 'number'}}, 'additionalProperties': False}}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'ram_gb': {'type': 'number', 'maximum': 2048, 'minimum': 0}, 'vram_gb': {'type': 'number', 'maximum': 512, 'minimum': 0}, 'cpu_name': {'type': 'string', 'maxLength': 200, 'minLength': 2}, 'gpu_name': {'type': 'string', 'maxLength': 200, 'minLength': 1}, 'cpu_cores': {'type': 'integer', 'maximum': 512, 'minimum': 1}, 'report_url': {'type': 'string', 'format': 'uri', 'maxLength': 500}, 'unified_memory': {'type': 'boolean'}, 'storage_free_gb': {'type': 'number', 'maximum': 1000000, 'minimum': 0}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['bottleneck'], 'properties': {'bottleneck': {'type': 'object', 'required': ['schema_version', 'primary', 'summary', 'machine', 'source', 'report_url', 'facts', 'next_step', 'limits'], 'properties': {'facts': {'type': 'array', 'items': {'type': 'string'}}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'source': {'type': 'object', 'required': ['kind', 'label', 'is_real_scan'], 'properties': {'kind': {'enum': ['declared_profile', 'shared_report'], 'type': 'string'}, 'label': {'type': 'string'}, 'is_real_scan': {'type': 'boolean'}}, 'additionalProperties': False}, 'machine': {'type': 'object', 'required': ['cpu', 'cpu_cores', 'ram_gb', 'gpu', 'vram_gb', 'unified_memory', 'storage_free_gb'], 'properties': {'cpu': {'type': 'string'}, 'gpu': {'type': 'string'}, 'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}, 'cpu_cores': {'type': 'number'}, 'storage_status': {'enum': ['unknown', 'measured'], 'type': 'string'}, 'unified_memory': {'type': 'boolean'}, 'storage_free_gb': {'type': ['number', 'null']}}, 'additionalProperties': False}, 'primary': {'enum': ['vram', 'ram', 'storage', 'cpu', 'none'], 'type': 'string'}, 'summary': {'type': 'string'}, 'next_step': {'type': 'string'}, 'report_url': {'type': 'string'}, 'schema_version': {'type': 'string', 'const': 'outilsia.chatgpt.bottleneck.v1'}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['method'], 'properties': {'method': {'type': 'object', 'required': ['schema_version', 'method_version', 'score_type', 'page', 'kit_page', 'measures', 'does_not_measure', 'limits'], 'properties': {'page': {'type': 'string', 'format': 'uri'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'kit_page': {'type': 'string', 'format': 'uri'}, 'measures': {'type': 'array', 'items': {'type': 'string'}}, 'score_type': {'type': 'string'}, 'method_version': {'type': 'string'}, 'schema_version': {'type': 'string', 'const': 'outilsia.scorebot.method.v1'}, 'does_not_measure': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'target': {'type': 'string', 'default': '', 'maxLength': 200}, 'requested_action': {'enum': ['install', 'download', 'update', 'run', 'delete', 'scan', 'benchmark', 'other'], 'type': 'string', 'default': 'other'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['boundary'], 'properties': {'boundary': {'type': 'object', 'required': ['schema_version', 'allowed', 'mode', 'requested_action', 'target', 'message', 'desktop_app_url'], 'properties': {'mode': {'type': 'string', 'const': 'read_only'}, 'target': {'type': 'string'}, 'allowed': {'type': 'boolean', 'const': False}, 'message': {'type': 'string'}, 'schema_version': {'type': 'string', 'const': 'outilsia.local_action_boundary.v1'}, 'desktop_app_url': {'type': 'string', 'format': 'uri'}, 'requested_action': {'enum': ['install', 'download', 'update', 'run', 'delete', 'scan', 'benchmark', 'other'], 'type': 'string'}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url'], 'properties': {'url': {'type': 'string', 'maxLength': 500, 'minLength': 8}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['geo_audit'], 'properties': {'geo_audit': {'type': 'object', 'required': ['schema_version', 'url', 'method_version', 'score_type', 'seo_score', 'geo_score', 'grade', 'cached', 'measured_at', 'top_issues', 'sections', 'page', 'limits', 'source'], 'properties': {'url': {'type': 'string'}, 'page': {'type': 'string', 'format': 'uri'}, 'grade': {'type': 'string'}, 'cached': {'type': 'boolean'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'source': {'type': 'object', 'required': ['kind', 'is_real_scan', 'writes_target'], 'properties': {'kind': {'type': 'string', 'const': 'public_http_audit'}, 'is_real_scan': {'type': 'boolean', 'const': False}, 'writes_target': {'type': 'boolean', 'const': False}}, 'additionalProperties': False}, 'sections': {'type': 'object', 'additionalProperties': {'type': 'object', 'properties': {'score': {'type': ['number', 'null']}, 'status': {'type': 'string'}}, 'additionalProperties': True}}, 'geo_score': {'type': 'number'}, 'seo_score': {'type': 'number'}, 'score_type': {'type': 'string'}, 'top_issues': {'type': 'array', 'items': {'type': 'string'}}, 'measured_at': {'type': 'string'}, 'measurement': {'anyOf': [{'type': 'object', 'properties': {}, 'additionalProperties': True}, {'type': 'null'}]}, 'method_version': {'type': 'string'}, 'schema_version': {'type': 'string', 'const': 'outilsia.scorebot.geo_audit.v1'}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url'], 'properties': {'url': {'type': 'string', 'maxLength': 500, 'minLength': 8}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['geo_kit'], 'properties': {'geo_kit': {'type': 'object', 'required': ['schema_version', 'url', 'site_name', 'score_kit', 'llms_txt', 'robots', 'checklist', 'schemas', 'page', 'llm_calls', 'limits'], 'properties': {'url': {'type': 'string'}, 'page': {'type': 'string', 'format': 'uri'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'robots': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'schemas': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'llms_txt': {'type': 'string'}, 'checklist': {'type': 'array', 'items': {'type': 'object', 'properties': {}, 'additionalProperties': True}}, 'llm_calls': {'type': 'number', 'const': 0}, 'score_kit': {'type': 'number'}, 'site_name': {'type': 'string'}, 'schema_version': {'type': 'string', 'const': 'outilsia.scorebot.geo_kit.v1'}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['report_url'], 'properties': {'report_url': {'type': 'string', 'format': 'uri', 'maxLength': 500}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['proofs'], 'properties': {'proofs': {'type': 'object', 'required': ['schema_version', 'report_url', 'source', 'count', 'proofs', 'raw_prompts_included', 'raw_model_outputs_included', 'limits'], 'properties': {'count': {'type': 'number'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'proofs': {'type': 'array', 'items': {'type': 'object', 'required': ['model', 'tokens_per_second', 'elapsed_ms', 'backend', 'context_tokens', 'measured', 'created_at'], 'properties': {'model': {'type': 'string'}, 'backend': {'type': 'string'}, 'measured': {'type': 'boolean', 'const': True}, 'created_at': {'type': 'string'}, 'elapsed_ms': {'type': 'number'}, 'context_tokens': {'type': 'number'}, 'tokens_per_second': {'type': 'number'}}, 'additionalProperties': False}}, 'source': {'type': 'object', 'required': ['kind', 'label', 'is_real_scan'], 'properties': {'kind': {'type': 'string', 'const': 'shared_report'}, 'label': {'type': 'string'}, 'is_real_scan': {'type': 'boolean', 'const': True}}, 'additionalProperties': False}, 'report_url': {'type': 'string'}, 'schema_version': {'type': 'string', 'const': 'outilsia.chatgpt.report_benchmark_proofs.v1'}, 'raw_prompts_included': {'type': 'boolean', 'const': False}, 'raw_model_outputs_included': {'type': 'boolean', 'const': False}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'query': {'type': 'string', 'default': '', 'maxLength': 80}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['measurements'], 'properties': {'measurements': {'type': 'object', 'required': ['schema_version', 'page', 'methodology_url', 'campaign_complete', 'count', 'query', 'measurements', 'source', 'limits'], 'properties': {'page': {'type': 'string'}, 'count': {'type': 'number'}, 'query': {'type': 'string'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'source': {'type': 'object', 'required': ['kind', 'is_real_scan'], 'properties': {'kind': {'type': 'string', 'const': 'first_party_publication'}, 'is_real_scan': {'type': 'boolean', 'const': False}}, 'additionalProperties': False}, 'measurements': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'date', 'model', 'ollama', 'tokens_per_second', 'elapsed_ms', 'measured', 'gpu', 'vram_gb', 'vram_used_gb', 'runtime', 'os', 'placement', 'source_url'], 'properties': {'id': {'type': 'string'}, 'os': {'type': 'string'}, 'gpu': {'type': 'string'}, 'date': {'type': 'string'}, 'model': {'type': 'string'}, 'ollama': {'type': 'string'}, 'runtime': {'type': 'string'}, 'vram_gb': {'type': 'number'}, 'measured': {'type': 'boolean', 'const': True}, 'placement': {'type': 'string'}, 'elapsed_ms': {'type': 'number'}, 'source_url': {'type': 'string'}, 'vram_used_gb': {'type': 'number'}, 'tokens_per_second': {'type': 'number'}}, 'additionalProperties': False}}, 'schema_version': {'type': 'string', 'const': 'outilsia.chatgpt.first_party_measurements.v1'}, 'methodology_url': {'type': 'string'}, 'campaign_complete': {'type': 'boolean'}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['report_url'], 'properties': {'report_url': {'type': 'string', 'format': 'uri', 'maxLength': 500}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['installed'], 'properties': {'installed': {'type': 'object', 'required': ['schema_version', 'report_url', 'source', 'machine', 'count', 'installed_models', 'limits'], 'properties': {'count': {'type': 'number'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'source': {'type': 'object', 'required': ['kind', 'label', 'is_real_scan'], 'properties': {'kind': {'type': 'string', 'const': 'shared_report'}, 'label': {'type': 'string'}, 'is_real_scan': {'type': 'boolean', 'const': True}}, 'additionalProperties': False}, 'machine': {'type': 'object', 'required': ['gpu', 'vram_gb', 'ram_gb', 'os'], 'properties': {'os': {'type': 'string'}, 'gpu': {'type': 'string'}, 'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}}, 'additionalProperties': False}, 'report_url': {'type': 'string'}, 'schema_version': {'type': 'string', 'const': 'outilsia.chatgpt.report_installed_models.v1'}, 'installed_models': {'type': 'array', 'items': {'type': 'object', 'required': ['runtime', 'model_name', 'model_tag', 'size_gb', 'quantization'], 'properties': {'runtime': {'type': 'string'}, 'size_gb': {'type': 'number'}, 'model_tag': {'type': 'string'}, 'model_name': {'type': 'string'}, 'quantization': {'type': 'string'}}, 'additionalProperties': False}}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['vram_gb'], 'properties': {'usage': {'enum': ['polyvalent', 'assistant', 'code', 'francais', 'portable', 'image', 'gros_modeles'], 'type': 'string', 'default': 'polyvalent'}, 'ram_gb': {'type': 'number', 'maximum': 2048, 'minimum': 0}, 'vram_gb': {'type': 'number', 'maximum': 512, 'minimum': 0}, 'unified_memory': {'type': 'boolean'}, 'storage_free_gb': {'type': 'number', 'maximum': 1000000, 'minimum': 0}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['budget'], 'properties': {'budget': {'type': 'object', 'required': ['schema_version', 'catalog_version', 'usage', 'budget', 'count_fits', 'fits', 'hybrid', 'blocked_next', 'source', 'limits'], 'properties': {'fits': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'params', 'kind', 'category', 'use_case', 'vram_q4_gb', 'recommended_vram_gb', 'hybrid_min_vram_gb', 'hybrid_min_ram_gb', 'download_size_gb', 'ollama', 'ollama_resolved_tag', 'context_tokens', 'runtime_context_policy', 'memory_note'], 'properties': {'fit': {'type': 'string'}, 'kind': {'type': 'string'}, 'name': {'type': 'string'}, 'ollama': {'type': 'string'}, 'params': {'type': 'string'}, 'status': {'type': 'string'}, 'category': {'type': 'string'}, 'use_case': {'type': 'string'}, 'vram_q4_gb': {'type': 'number'}, 'memory_note': {'type': 'string'}, 'context_tokens': {'type': 'number'}, 'download_size_gb': {'type': 'number'}, 'required_vram_gb': {'type': 'number'}, 'hybrid_min_ram_gb': {'type': 'number'}, 'hybrid_min_vram_gb': {'type': 'number'}, 'ollama_resolved_tag': {'type': 'string'}, 'recommended_vram_gb': {'type': 'number'}, 'runtime_context_policy': {'type': 'string'}}, 'additionalProperties': False}}, 'usage': {'enum': ['polyvalent', 'assistant', 'code', 'francais', 'portable', 'image', 'gros_modeles'], 'type': 'string'}, 'budget': {'type': 'object', 'required': ['vram_gb', 'ram_gb', 'unified_memory', 'storage_free_gb'], 'properties': {'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}, 'storage_status': {'enum': ['unknown', 'measured'], 'type': 'string'}, 'unified_memory': {'type': 'boolean'}, 'storage_free_gb': {'type': ['number', 'null']}}, 'additionalProperties': False}, 'hybrid': {'type': 'array', 'items': {'$ref': '#/properties/budget/properties/fits/items'}}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'source': {'type': 'object', 'required': ['kind', 'is_real_scan'], 'properties': {'kind': {'type': 'string', 'const': 'catalog'}, 'is_real_scan': {'type': 'boolean', 'const': False}}, 'additionalProperties': False}, 'count_fits': {'type': 'number'}, 'blocked_next': {'type': 'array', 'items': {'$ref': '#/properties/budget/properties/fits/items'}}, 'schema_version': {'type': 'string', 'const': 'outilsia.chatgpt.catalog_budget.v1'}, 'catalog_version': {'type': 'string'}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query'], 'properties': {'query': {'type': 'string', 'maxLength': 80, 'minLength': 2}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['lookup'], 'properties': {'lookup': {'type': 'object', 'required': ['schema_version', 'catalog_version', 'query', 'count', 'matches', 'source', 'limits'], 'properties': {'count': {'type': 'number'}, 'query': {'type': 'string'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'source': {'type': 'object', 'required': ['kind', 'is_real_scan'], 'properties': {'kind': {'type': 'string', 'const': 'catalog'}, 'is_real_scan': {'type': 'boolean', 'const': False}}, 'additionalProperties': False}, 'matches': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'params', 'kind', 'category', 'use_case', 'vram_q4_gb', 'recommended_vram_gb', 'hybrid_min_vram_gb', 'hybrid_min_ram_gb', 'download_size_gb', 'ollama', 'ollama_resolved_tag', 'context_tokens', 'runtime_context_policy', 'memory_note'], 'properties': {'fit': {'type': 'string'}, 'kind': {'type': 'string'}, 'name': {'type': 'string'}, 'ollama': {'type': 'string'}, 'params': {'type': 'string'}, 'status': {'type': 'string'}, 'category': {'type': 'string'}, 'use_case': {'type': 'string'}, 'vram_q4_gb': {'type': 'number'}, 'memory_note': {'type': 'string'}, 'context_tokens': {'type': 'number'}, 'download_size_gb': {'type': 'number'}, 'required_vram_gb': {'type': 'number'}, 'hybrid_min_ram_gb': {'type': 'number'}, 'hybrid_min_vram_gb': {'type': 'number'}, 'ollama_resolved_tag': {'type': 'string'}, 'recommended_vram_gb': {'type': 'number'}, 'runtime_context_policy': {'type': 'string'}}, 'additionalProperties': False}}, 'schema_version': {'type': 'string', 'const': 'outilsia.chatgpt.catalog_lookup.v1'}, 'catalog_version': {'type': 'string'}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'usage': {'enum': ['polyvalent', 'assistant', 'code', 'francais', 'portable', 'image', 'gros_modeles'], 'type': 'string', 'default': 'polyvalent'}, 'ram_gb': {'type': 'number', 'maximum': 2048, 'minimum': 0}, 'os_name': {'type': 'string', 'maxLength': 120}, 'vram_gb': {'type': 'number', 'maximum': 512, 'minimum': 0}, 'unified_memory': {'type': 'boolean'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['runtime'], 'properties': {'runtime': {'type': 'object', 'required': ['schema_version', 'primary', 'alternatives', 'summary', 'usage', 'machine', 'source', 'desktop_app_url', 'limits'], 'properties': {'usage': {'enum': ['polyvalent', 'assistant', 'code', 'francais', 'portable', 'image', 'gros_modeles'], 'type': 'string'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'source': {'type': 'object', 'required': ['kind', 'is_real_scan'], 'properties': {'kind': {'type': 'string', 'const': 'declared_profile'}, 'is_real_scan': {'type': 'boolean', 'const': False}}, 'additionalProperties': False}, 'machine': {'type': 'object', 'required': ['os_name', 'vram_gb', 'ram_gb', 'unified_memory'], 'properties': {'ram_gb': {'type': 'number'}, 'os_name': {'type': 'string'}, 'vram_gb': {'type': 'number'}, 'unified_memory': {'type': 'boolean'}}, 'additionalProperties': False}, 'primary': {'type': 'string'}, 'summary': {'type': 'string'}, 'alternatives': {'type': 'array', 'items': {'type': 'string'}}, 'schema_version': {'type': 'string', 'const': 'outilsia.chatgpt.runtime_recommendation.v1'}, 'desktop_app_url': {'type': 'string', 'format': 'uri'}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['decision'], 'properties': {'decision': {'type': 'object', 'required': ['schema_version', 'decision_type', 'title', 'verdict', 'usage', 'source', 'machine', 'score', 'recommended_models', 'benchmark_evidence', 'purchase', 'blocked_next', 'links', 'limits'], 'properties': {'links': {'type': 'array', 'items': {'type': 'object', 'required': ['label', 'url', 'kind'], 'properties': {'url': {'type': 'string', 'format': 'uri'}, 'kind': {'type': 'string'}, 'label': {'type': 'string'}}, 'additionalProperties': False}}, 'score': {'type': 'object', 'required': ['value', 'label', 'summary'], 'properties': {'label': {'type': 'string'}, 'value': {'type': 'number'}, 'summary': {'type': 'string'}}, 'additionalProperties': False}, 'title': {'type': 'string'}, 'usage': {'enum': ['polyvalent', 'assistant', 'code', 'francais', 'portable', 'image', 'gros_modeles'], 'type': 'string'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'source': {'type': 'object', 'required': ['kind', 'label', 'is_real_scan'], 'properties': {'kind': {'enum': ['declared_profile', 'shared_report', 'upgrade_simulation'], 'type': 'string'}, 'label': {'type': 'string'}, 'is_real_scan': {'type': 'boolean'}}, 'additionalProperties': False}, 'machine': {'type': 'object', 'required': ['cpu', 'cpu_cores', 'ram_gb', 'gpu', 'gpu_vendor', 'vram_gb', 'unified_memory', 'storage_free_gb', 'storage_status', 'os'], 'properties': {'os': {'type': 'string'}, 'cpu': {'type': 'string'}, 'gpu': {'type': 'string'}, 'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}, 'cpu_cores': {'type': 'number'}, 'gpu_vendor': {'type': 'string'}, 'storage_status': {'enum': ['unknown', 'measured'], 'type': 'string'}, 'unified_memory': {'type': 'boolean'}, 'storage_free_gb': {'type': ['number', 'null']}}, 'additionalProperties': False}, 'verdict': {'type': 'string'}, 'purchase': {'type': 'object', 'required': ['priority', 'headline', 'summary', 'upgrade'], 'properties': {'summary': {'type': 'string'}, 'upgrade': {'anyOf': [{'type': 'object', 'required': ['name', 'summary', 'target_vram_gb', 'target_ram_gb', 'price', 'guide_url'], 'properties': {'name': {'type': 'string'}, 'price': {'type': 'string'}, 'summary': {'type': 'string'}, 'component': {'type': 'string'}, 'guide_url': {'type': 'string'}, 'target_ram_gb': {'type': 'number'}, 'target_vram_gb': {'type': 'number'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'headline': {'type': 'string'}, 'priority': {'type': 'string'}, 'facts_used': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}, 'score_gain': {'type': 'number'}, 'blocked_next': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'params', 'required_vram_gb', 'reason'], 'properties': {'name': {'type': 'string'}, 'params': {'type': 'string'}, 'reason': {'type': 'string'}, 'required_vram_gb': {'type': 'number'}}, 'additionalProperties': False}}, 'decision_type': {'enum': ['compatibility', 'upgrade_simulation'], 'type': 'string'}, 'baseline_score': {'$ref': '#/properties/decision/properties/score'}, 'schema_version': {'type': 'string', 'const': 'outilsia.chatgpt.decision.v1'}, 'unlocked_models': {'type': 'array', 'items': {'$ref': '#/properties/decision/properties/recommended_models/items'}}, 'simulated_target': {'type': 'object', 'required': ['ram_gb', 'vram_gb'], 'properties': {'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}}, 'additionalProperties': False}, 'benchmark_evidence': {'anyOf': [{'type': 'object', 'required': ['model', 'tokens_per_second', 'elapsed_ms', 'measured'], 'properties': {'model': {'type': 'string'}, 'measured': {'type': 'boolean'}, 'elapsed_ms': {'type': 'number'}, 'tokens_per_second': {'type': 'number'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'recommended_models': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'params', 'status', 'label', 'vram_q4_gb', 'ollama', 'reason'], 'properties': {'fit': {'enum': ['full_gpu_fit', 'partial_offload', 'cpu_offload_heavy', 'storage_only', 'blocked', 'unknown'], 'type': 'string'}, 'name': {'type': 'string'}, 'label': {'type': 'string'}, 'ollama': {'type': 'string'}, 'params': {'type': 'string'}, 'reason': {'type': 'string'}, 'status': {'type': 'string'}, 'estimated': {'type': 'boolean'}, 'fit_label': {'type': 'string'}, 'vram_q4_gb': {'type': 'number'}}, 'additionalProperties': False}}}, 'additionalProperties': False}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['decision'], 'properties': {'decision': {'type': 'object', 'required': ['schema_version', 'decision_type', 'title', 'verdict', 'usage', 'source', 'machine', 'score', 'recommended_models', 'benchmark_evidence', 'purchase', 'blocked_next', 'links', 'limits'], 'properties': {'links': {'type': 'array', 'items': {'type': 'object', 'required': ['label', 'url', 'kind'], 'properties': {'url': {'type': 'string', 'format': 'uri'}, 'kind': {'type': 'string'}, 'label': {'type': 'string'}}, 'additionalProperties': False}}, 'score': {'type': 'object', 'required': ['value', 'label', 'summary'], 'properties': {'label': {'type': 'string'}, 'value': {'type': 'number'}, 'summary': {'type': 'string'}}, 'additionalProperties': False}, 'title': {'type': 'string'}, 'usage': {'enum': ['polyvalent', 'assistant', 'code', 'francais', 'portable', 'image', 'gros_modeles'], 'type': 'string'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'source': {'type': 'object', 'required': ['kind', 'label', 'is_real_scan'], 'properties': {'kind': {'enum': ['declared_profile', 'shared_report', 'upgrade_simulation'], 'type': 'string'}, 'label': {'type': 'string'}, 'is_real_scan': {'type': 'boolean'}}, 'additionalProperties': False}, 'machine': {'type': 'object', 'required': ['cpu', 'cpu_cores', 'ram_gb', 'gpu', 'gpu_vendor', 'vram_gb', 'unified_memory', 'storage_free_gb', 'storage_status', 'os'], 'properties': {'os': {'type': 'string'}, 'cpu': {'type': 'string'}, 'gpu': {'type': 'string'}, 'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}, 'cpu_cores': {'type': 'number'}, 'gpu_vendor': {'type': 'string'}, 'storage_status': {'enum': ['unknown', 'measured'], 'type': 'string'}, 'unified_memory': {'type': 'boolean'}, 'storage_free_gb': {'type': ['number', 'null']}}, 'additionalProperties': False}, 'verdict': {'type': 'string'}, 'purchase': {'type': 'object', 'required': ['priority', 'headline', 'summary', 'upgrade'], 'properties': {'summary': {'type': 'string'}, 'upgrade': {'anyOf': [{'type': 'object', 'required': ['name', 'summary', 'target_vram_gb', 'target_ram_gb', 'price', 'guide_url'], 'properties': {'name': {'type': 'string'}, 'price': {'type': 'string'}, 'summary': {'type': 'string'}, 'component': {'type': 'string'}, 'guide_url': {'type': 'string'}, 'target_ram_gb': {'type': 'number'}, 'target_vram_gb': {'type': 'number'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'headline': {'type': 'string'}, 'priority': {'type': 'string'}, 'facts_used': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}, 'score_gain': {'type': 'number'}, 'blocked_next': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'params', 'required_vram_gb', 'reason'], 'properties': {'name': {'type': 'string'}, 'params': {'type': 'string'}, 'reason': {'type': 'string'}, 'required_vram_gb': {'type': 'number'}}, 'additionalProperties': False}}, 'decision_type': {'enum': ['compatibility', 'upgrade_simulation'], 'type': 'string'}, 'baseline_score': {'$ref': '#/properties/decision/properties/score'}, 'schema_version': {'type': 'string', 'const': 'outilsia.chatgpt.decision.v1'}, 'unlocked_models': {'type': 'array', 'items': {'$ref': '#/properties/decision/properties/recommended_models/items'}}, 'simulated_target': {'type': 'object', 'required': ['ram_gb', 'vram_gb'], 'properties': {'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}}, 'additionalProperties': False}, 'benchmark_evidence': {'anyOf': [{'type': 'object', 'required': ['model', 'tokens_per_second', 'elapsed_ms', 'measured'], 'properties': {'model': {'type': 'string'}, 'measured': {'type': 'boolean'}, 'elapsed_ms': {'type': 'number'}, 'tokens_per_second': {'type': 'number'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'recommended_models': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'params', 'status', 'label', 'vram_q4_gb', 'ollama', 'reason'], 'properties': {'fit': {'enum': ['full_gpu_fit', 'partial_offload', 'cpu_offload_heavy', 'storage_only', 'blocked', 'unknown'], 'type': 'string'}, 'name': {'type': 'string'}, 'label': {'type': 'string'}, 'ollama': {'type': 'string'}, 'params': {'type': 'string'}, 'reason': {'type': 'string'}, 'status': {'type': 'string'}, 'estimated': {'type': 'boolean'}, 'fit_label': {'type': 'string'}, 'vram_q4_gb': {'type': 'number'}}, 'additionalProperties': False}}}, 'additionalProperties': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['profile'], 'properties': {'usage': {'enum': ['polyvalent', 'assistant', 'code', 'francais', 'portable', 'image', 'gros_modeles'], 'type': 'string', 'default': 'polyvalent'}, 'profile': {'type': 'object', 'required': ['cpu_name', 'ram_gb', 'gpu_name', 'vram_gb'], 'properties': {'ram_gb': {'type': 'number', 'maximum': 2048, 'minimum': 1}, 'os_name': {'type': 'string', 'maxLength': 120}, 'vram_gb': {'type': 'number', 'maximum': 512, 'minimum': 0}, 'cpu_name': {'type': 'string', 'maxLength': 200, 'minLength': 2}, 'gpu_name': {'type': 'string', 'maxLength': 200, 'minLength': 1}, 'cpu_cores': {'type': 'integer', 'maximum': 512, 'minimum': 1}, 'gpu_vendor': {'type': 'string', 'maxLength': 80}, 'unified_memory': {'type': 'boolean'}, 'storage_free_gb': {'type': 'number', 'maximum': 1000000, 'minimum': 0}}, 'additionalProperties': False}, 'target_ram_gb': {'type': 'number', 'maximum': 2048, 'minimum': 1}, 'target_vram_gb': {'type': 'number', 'maximum': 512, 'minimum': 0}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['decision'], 'properties': {'decision': {'type': 'object', 'required': ['schema_version', 'decision_type', 'title', 'verdict', 'usage', 'source', 'machine', 'score', 'recommended_models', 'benchmark_evidence', 'purchase', 'blocked_next', 'links', 'limits'], 'properties': {'links': {'type': 'array', 'items': {'type': 'object', 'required': ['label', 'url', 'kind'], 'properties': {'url': {'type': 'string', 'format': 'uri'}, 'kind': {'type': 'string'}, 'label': {'type': 'string'}}, 'additionalProperties': False}}, 'score': {'type': 'object', 'required': ['value', 'label', 'summary'], 'properties': {'label': {'type': 'string'}, 'value': {'type': 'number'}, 'summary': {'type': 'string'}}, 'additionalProperties': False}, 'title': {'type': 'string'}, 'usage': {'enum': ['polyvalent', 'assistant', 'code', 'francais', 'portable', 'image', 'gros_modeles'], 'type': 'string'}, 'limits': {'type': 'array', 'items': {'type': 'string'}}, 'source': {'type': 'object', 'required': ['kind', 'label', 'is_real_scan'], 'properties': {'kind': {'enum': ['declared_profile', 'shared_report', 'upgrade_simulation'], 'type': 'string'}, 'label': {'type': 'string'}, 'is_real_scan': {'type': 'boolean'}}, 'additionalProperties': False}, 'machine': {'type': 'object', 'required': ['cpu', 'cpu_cores', 'ram_gb', 'gpu', 'gpu_vendor', 'vram_gb', 'unified_memory', 'storage_free_gb', 'storage_status', 'os'], 'properties': {'os': {'type': 'string'}, 'cpu': {'type': 'string'}, 'gpu': {'type': 'string'}, 'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}, 'cpu_cores': {'type': 'number'}, 'gpu_vendor': {'type': 'string'}, 'storage_status': {'enum': ['unknown', 'measured'], 'type': 'string'}, 'unified_memory': {'type': 'boolean'}, 'storage_free_gb': {'type': ['number', 'null']}}, 'additionalProperties': False}, 'verdict': {'type': 'string'}, 'purchase': {'type': 'object', 'required': ['priority', 'headline', 'summary', 'upgrade'], 'properties': {'summary': {'type': 'string'}, 'upgrade': {'anyOf': [{'type': 'object', 'required': ['name', 'summary', 'target_vram_gb', 'target_ram_gb', 'price', 'guide_url'], 'properties': {'name': {'type': 'string'}, 'price': {'type': 'string'}, 'summary': {'type': 'string'}, 'component': {'type': 'string'}, 'guide_url': {'type': 'string'}, 'target_ram_gb': {'type': 'number'}, 'target_vram_gb': {'type': 'number'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'headline': {'type': 'string'}, 'priority': {'type': 'string'}, 'facts_used': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}, 'score_gain': {'type': 'number'}, 'blocked_next': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'params', 'required_vram_gb', 'reason'], 'properties': {'name': {'type': 'string'}, 'params': {'type': 'string'}, 'reason': {'type': 'string'}, 'required_vram_gb': {'type': 'number'}}, 'additionalProperties': False}}, 'decision_type': {'enum': ['compatibility', 'upgrade_simulation'], 'type': 'string'}, 'baseline_score': {'$ref': '#/properties/decision/properties/score'}, 'schema_version': {'type': 'string', 'const': 'outilsia.chatgpt.decision.v1'}, 'unlocked_models': {'type': 'array', 'items': {'$ref': '#/properties/decision/properties/recommended_models/items'}}, 'simulated_target': {'type': 'object', 'required': ['ram_gb', 'vram_gb'], 'properties': {'ram_gb': {'type': 'number'}, 'vram_gb': {'type': 'number'}}, 'additionalProperties': False}, 'benchmark_evidence': {'anyOf': [{'type': 'object', 'required': ['model', 'tokens_per_second', 'elapsed_ms', 'measured'], 'properties': {'model': {'type': 'string'}, 'measured': {'type': 'boolean'}, 'elapsed_ms': {'type': 'number'}, 'tokens_per_second': {'type': 'number'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'recommended_models': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'params', 'status', 'label', 'vram_q4_gb', 'ollama', 'reason'], 'properties': {'fit': {'enum': ['full_gpu_fit', 'partial_offload', 'cpu_offload_heavy', 'storage_only', 'blocked', 'unknown'], 'type': 'string'}, 'name': {'type': 'string'}, 'label': {'type': 'string'}, 'ollama': {'type': 'string'}, 'params': {'type': 'string'}, 'reason': {'type': 'string'}, 'status': {'type': 'string'}, 'estimated': {'type': 'boolean'}, 'fit_label': {'type': 'string'}, 'vram_q4_gb': {'type': 'number'}}, 'additionalProperties': False}}}, 'additionalProperties': False}}, 'additionalProperties': False}
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