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simplefunctions

io.github.spfunctions/simplefunctions
Data & Analytics Finance & Investing Unavailable MCP 2025-11-25

What this MCP does

Provides prediction-market data, thesis analysis, market signals, portfolio tracking, and automated intent-based trading workflows for Kalshi and Polymarket.

Capabilities

Tools

108 tools
add_position
Record a new position in a thesis for tracking. Use after an intent fills or a manual trade.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey', 'venue', 'externalMarketId', 'marketTitle', 'direction', 'entryPrice'], 'properties': {'size': {'type': 'number', 'description': 'Position size (contracts)'}, 'venue': {'enum': ['kalshi', 'polymarket'], 'type': 'string', 'description': 'Exchange venue'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}, 'direction': {'enum': ['yes', 'no'], 'type': 'string', 'description': 'Position direction'}, 'rationale': {'type': 'string', 'description': 'Why this position'}, 'entryPrice': {'type': 'number', 'description': 'Entry price in cents'}, 'marketTitle': {'type': 'string', 'description': 'Human-readable market name'}, 'externalMarketId': {'type': 'string', 'description': 'Market ticker'}}}
augment_tree
Advanced: Merge suggested causal tree nodes from evaluations into the tree (append-only).
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'dryRun': {'type': 'boolean', 'description': 'Preview without applying (default: false)'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}}}
batch_markets
Fetch many markets at once by ticker list. Cheaper than calling get_market_detail in a loop.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['tickers'], 'properties': {'depth': {'type': 'number', 'description': 'Orderbook depth levels (0 = none)'}, 'tickers': {'type': 'string', 'description': 'Comma-separated tickers'}}}
browse_public_skills
Browse public skills from the community. Free-tier and rate-limited. Filter by category, search, or sort by popularity.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'q': {'type': 'string', 'description': 'Search skills by name/description'}, 'sort': {'enum': ['popular', 'new'], 'type': 'string', 'description': 'Sort order: popular or new (default: new)'}, 'category': {'type': 'string', 'description': 'Filter by category: custom, trading, research, monitoring'}}}
cancel_intent
Cancel an active intent. Stops trigger evaluation and prevents execution.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'intentId'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'intentId': {'type': 'string', 'description': 'Intent ID to cancel'}}}
close_position
Delete a position record from a thesis.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'positionId', 'apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}, 'positionId': {'type': 'string', 'description': 'Position ID'}}}
configure_heartbeat
Configure the 24/7 heartbeat engine: news scan interval, X scan interval, LLM model tier, monthly budget, runtime pause/resume, and closed-loop intent creation. Agent can speed up monitoring during high volatility or slow down to save budget.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'paused': {'type': 'boolean', 'description': 'Pause/resume heartbeat'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}, 'xIntervalMin': {'type': 'number', 'description': 'X/social scan interval in minutes (60-1440, default 240)'}, 'evalModelTier': {'enum': ['cheap', 'base', 'medium', 'heavy'], 'type': 'string', 'description': 'LLM model for evaluations'}, 'closedLoopExit': {'type': 'boolean', 'description': 'Enable/disable closed-loop exit intent creation'}, 'closedLoopEntry': {'type': 'boolean', 'description': 'Enable/disable closed-loop entry intent creation'}, 'newsIntervalMin': {'type': 'number', 'description': 'News scan interval in minutes (15-1440, default 240)'}, 'monthlyBudgetUsd': {'type': 'number', 'description': 'Monthly budget cap in USD (0 = unlimited)'}}}
create_intent
Declare an execution intent: "buy X when condition Y, expire at Z." Intents are the single gateway for all order execution. The local runtime daemon evaluates triggers and executes via user's Kalshi/Polymarket keys.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'action', 'venue', 'marketId', 'marketTitle', 'direction', 'targetQuantity'], 'properties': {'venue': {'enum': ['kalshi', 'polymarket'], 'type': 'string', 'description': 'Exchange venue'}, 'action': {'enum': ['buy', 'sell'], 'type': 'string', 'description': 'Trade action'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'source': {'type': 'string', 'default': 'agent', 'description': 'Intent source: agent, manual, idea'}, 'expireAt': {'type': 'string', 'description': 'ISO timestamp when intent expires (default: +24h)'}, 'marketId': {'type': 'string', 'description': 'Market ticker (e.g. KXFEDDEC-25DEC31-T100)'}, 'maxPrice': {'type': 'number', 'description': 'Max price per contract in cents (1-99). Omit for market order.'}, 'sourceId': {'type': 'string', 'description': 'Source reference (idea ID, thesis ID, etc.)'}, 'direction': {'enum': ['yes', 'no'], 'type': 'string', 'description': 'Contract direction'}, 'rationale': {'type': 'string', 'description': 'Why this trade â\x80\x94 logged for audit trail'}, 'autoExecute': {'type': 'boolean', 'default': False, 'description': 'Auto-execute without later human confirmation. Defaults to false unless explicitly set true.'}, 'marketTitle': {'type': 'string', 'description': 'Human-readable market name'}, 'triggerType': {'enum': ['immediate', 'price_below', 'price_above', 'time'], 'type': 'string', 'default': 'immediate', 'description': 'When to execute'}, 'triggerPrice': {'type': 'number', 'description': 'Price trigger threshold in cents (for price_below/price_above)'}, 'targetQuantity': {'type': 'number', 'description': 'Number of contracts'}}}
create_skill
Create a custom agent skill — a reusable prompt/workflow that can be triggered via slash command.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'name', 'trigger', 'description', 'prompt'], 'properties': {'auto': {'type': 'string', 'description': 'Auto-trigger condition'}, 'name': {'type': 'string', 'description': 'Skill name (e.g. "precheck")'}, 'tags': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Tags for discovery'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'prompt': {'type': 'string', 'description': 'The full prompt/instructions for the skill'}, 'trigger': {'type': 'string', 'description': 'Slash command trigger (e.g. "/precheck")'}, 'category': {'type': 'string', 'description': 'Category: custom, trading, research, monitoring'}, 'toolsUsed': {'type': 'array', 'items': {'type': 'string'}, 'description': 'SimpleFunctions tools this skill uses'}, 'description': {'type': 'string', 'description': 'What this skill does'}, 'estimatedTime': {'type': 'string', 'description': 'Estimated run time'}}}
create_strategy
Set up automated trading: define entry price, stop loss, take profit, and LLM-evaluated soft conditions. The heartbeat engine checks conditions every 15 min and executes when met.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey', 'marketId', 'market', 'direction'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'market': {'type': 'string', 'description': 'Human-readable market name'}, 'horizon': {'enum': ['short', 'medium', 'long'], 'type': 'string', 'default': 'medium', 'description': 'Time horizon'}, 'marketId': {'type': 'string', 'description': 'Market ticker e.g. KXWTIMAX-26DEC31-T150'}, 'stopLoss': {'type': 'number', 'description': 'Stop loss: bid <= this value (cents)'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}, 'direction': {'enum': ['yes', 'no'], 'type': 'string', 'description': 'Trade direction'}, 'rationale': {'type': 'string', 'description': 'Full logic description'}, 'entryAbove': {'type': 'number', 'description': 'Entry trigger: ask >= this value (cents, for NO direction)'}, 'entryBelow': {'type': 'number', 'description': 'Entry trigger: ask <= this value (cents)'}, 'takeProfit': {'type': 'number', 'description': 'Take profit: bid >= this value (cents)'}, 'maxQuantity': {'type': 'number', 'default': 500, 'description': 'Max total contracts'}, 'softConditions': {'type': 'string', 'description': 'LLM-evaluated conditions'}, 'perOrderQuantity': {'type': 'number', 'default': 50, 'description': 'Contracts per order'}}}
create_thesis
Create a new prediction market thesis from a TESTABLE CLAIM — a statement that can be verified true or false at a future time. GOOD: "Bitcoin closes 2026 above $50,000". BAD: "High conviction due to large price gap" (that is reasoning, not a claim). Builds a causal tree and scans for mispriced contracts. Formation takes ~60s.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'thesis'], 'properties': {'sync': {'type': 'boolean', 'default': True, 'description': 'Wait for formation to complete'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'thesis': {'type': 'string', 'description': 'Your thesis statement'}}}
enrich_content
Cross-reference any text with thousands of prediction market contracts. Paste content + topics, get divergence analysis: where sentiment disagrees with market prices. No auth, no Firecrawl needed. Demo/trial entry point.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['content', 'topics'], 'properties': {'model': {'type': 'string', 'description': 'LLM model for digest generation. Default: google/gemini-2.5-flash'}, 'topics': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Topics to search in prediction markets, e.g. ["iran", "oil"]'}, 'content': {'type': 'string', 'description': 'Text content to cross-reference (up to 50K chars)'}, 'includeIndex': {'type': 'boolean', 'description': 'Include SimpleFunctions Index'}}}
explore_public
Browse public theses from other users. Free-tier and rate-limited. Pass a slug to get details, or omit to list all.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'slug': {'type': 'string', 'description': 'Specific thesis slug, or empty to list all'}}}
explore_theses
Browse public theses (alias of explore_public). Pass slug to get one, omit to list.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'slug': {'type': 'string', 'description': 'Thesis slug, or empty to list'}}}
fork_skill
Fork a public skill into your collection. No slug needed — just the skill ID.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'skillId'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'skillId': {'type': 'string', 'description': 'Public skill ID to fork'}}}
fork_thesis
Fork a thesis. Two modes: (1) Clone — call with just idOrSlug to copy a PUBLIC thesis verbatim into your collection. (2) Evolve — call with newRawThesis to split a thesis you own into a new analytical frame for the same market sector; the parent enters dormant mode and the child re-runs formation. Use evolve when the current frame is fundamentally inadequate for what the evidence now shows.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'idOrSlug'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'reason': {'type': 'string', 'description': 'Evolve mode: why the original frame is no longer adequate'}, 'idOrSlug': {'type': 'string', 'description': 'Thesis ID or public slug'}, 'newTitle': {'type': 'string', 'description': 'Evolve mode: short title for the new thesis, â\x89¤60 chars'}, 'newRawThesis': {'type': 'string', 'description': 'Evolve mode: new frame in 1-3 sentences. Omit for clone mode.'}, 'inheritEdgeMarketIds': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Evolve mode: subset of current edge marketIds to carry over. Omit to let formation rescan fresh.'}}}
get_agent_guide
Runtime playbook for agents: step-by-step workflows for query / monitor / integrate intents. Use when an agent is lost or needs onboarding.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'q': {'type': 'string', 'description': 'Specific question to scope the guide'}, 'intent': {'enum': ['query', 'monitor', 'integrate'], 'type': 'string', 'description': 'Workflow intent'}}}
get_answer
Pre-computed answer card for a probability question (the same data that powers /answer/{slug}). Returns probability, confidence, and citations.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Answer slug (e.g. will-the-fed-cut-rates-in-december)'}}}
get_balance
Advanced: Kalshi account balance and portfolio value.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}}}
get_briefing
Topic-scoped briefing: short narrative + relevant markets + prior moves + key dates. Reusable as a callable /briefing card.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'topic': {'type': 'string', 'description': 'Topic keyword'}, 'window': {'type': 'string', 'description': 'Lookback window'}}}
get_calendar
Upcoming dated events that drive prediction markets: FOMC, CPI release, election dates, sports finals. Returns date, topic, and linked tickers.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'days': {'type': 'number', 'description': 'Lookahead days (default 30)'}, 'category': {'type': 'string', 'description': 'Category filter (econ, election, sports, geo)'}}}
get_calibration
SimpleFunctions calibration: Brier scores, hit rates by edge bucket, category breakdown, drift alerts. Measured against resolved/settled markets.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'period': {'type': 'string', 'description': 'Period (30d, 90d, all)'}, 'category': {'type': 'string', 'description': 'Topic filter (fed, elections, ai, crypto, sports, ...)'}}}
get_changes
Market change events since a timestamp: new contracts, price moves, removed contracts. Used by the live feed and agent context refreshers.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'q': {'type': 'string', 'description': 'Keyword filter'}, 'type': {'enum': ['new_contract', 'price_move', 'removed_contract'], 'type': 'string', 'description': 'Change type'}, 'since': {'type': 'string', 'description': 'ISO timestamp lower bound'}}}
get_changes_delta
Per-thesis change delta since a timestamp — what evolved on this thesis (signals consumed, edges updated, confidence moves).
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey'], 'properties': {'since': {'type': 'string', 'description': 'ISO timestamp lower bound'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}}}
get_congress_member
Get a single Congress member by bioguide ID.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['id'], 'properties': {'id': {'type': 'string', 'description': 'Bioguide ID'}}}
get_contagion
Connected-market signals: contracts that historically co-move with the input topic but have diverged in the current window. Surfaces "this market should have moved but didn't" trades.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'topic': {'type': 'string', 'description': 'Topic keyword (fed, election, ai)'}, 'window': {'type': 'string', 'description': 'Lookback (e.g. 24h, 7d)'}}}
get_context
START HERE. Global market snapshot: top edges (mispriced contracts), price movers, highlights, traditional markets — live exchange data updated every 15 min. With thesisId + apiKey: thesis-specific context including causal tree, edges with orderbook depth, evaluation history, and track record. Global context is free-tier and rate-limited; API keys unlock higher limits.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Required only for thesis-specific context. Get one at https://simplefunctions.dev/dashboard/keys or run: sf login'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID. Omit for global market snapshot on the free tier.'}}}
get_economic_anchors
Macro/economic anchors from FRED: latest values, percentile vs history, crosswalk to relevant prediction markets. For grounding macro theses.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'series': {'type': 'string', 'description': 'FRED series ID (e.g. CPIAUCSL)'}, 'category': {'type': 'string', 'description': 'Category (rates, inflation, employment, growth)'}}}
get_edges
Top mispriced markets across all theses, ranked by edge size. Shows where your model disagrees with the market. No auth = public thesis edges. Auth = private + public.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'limit': {'type': 'number', 'default': 15, 'description': 'Max edges to return'}, 'venue': {'type': 'string', 'description': 'Filter: kalshi or polymarket'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Omit for public edges only.'}, 'minEdge': {'type': 'number', 'default': 3, 'description': 'Minimum edge in cents'}}}
get_evaluation_history
Confidence trajectory over time — daily aggregated evaluations for a thesis. Use to analyze trends, detect convergence/divergence.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}}}
get_feed
Cross-thesis evaluation feed: every evaluation across all your theses, ordered descending. Powers `sf feed` CLI.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'hours': {'type': 'number', 'description': 'Lookback hours (default 24)'}, 'limit': {'type': 'number', 'description': 'Max rows'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}}}
get_fills
Advanced: Recent trade fills on Kalshi.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'ticker': {'type': 'string', 'description': 'Filter by market ticker'}}}
get_forecast
Advanced: P50/P75/P90 percentile distribution for a Kalshi event — shows how market consensus shifted over time.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['eventTicker', 'apiKey'], 'properties': {'days': {'type': 'number', 'default': 7, 'description': 'Days of history (default 7)'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key (needed for authenticated Kalshi calls). Get one at https://simplefunctions.dev/dashboard/keys'}, 'eventTicker': {'type': 'string', 'description': 'Kalshi event ticker (e.g. KXWTIMAX-26DEC31)'}}}
get_glossary_term
Get a single glossary term with full definition and links.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Glossary slug'}}}
get_heartbeat_config
Get heartbeat config + monthly cost summary for a thesis (alias of get_heartbeat_status).
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}}}
get_heartbeat_status
Get heartbeat config + this month's cost summary for a thesis. See news/X scan intervals, model tier, budget usage.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}}}
get_highlights
Editorial highlights for the day: top movers, divergences, fresh contagion, freshly-resolved markets. Curated summary view.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_index_history
Historical SimpleFunctions Index snapshots. Pre-computed every 15 minutes, stored since v2 launch (2026-04-09). For charting trends.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'days': {'type': 'number', 'description': 'Lookback days (default 7)'}}}
get_legislation
Get bill detail with prediction-market cross-reference (alias of legislation).
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['billId'], 'properties': {'billId': {'type': 'string', 'description': 'Bill ID, e.g. "119-hr-22"'}}}
get_market_detail
Get full detail for a single market: price, volume, indicators, regime label, history pointer, cross-venue counterpart. Lower-level than inspect_ticker — raw JSON only.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['ticker'], 'properties': {'depth': {'type': 'number', 'description': 'Orderbook depth levels to include (0 = none)'}, 'ticker': {'type': 'string', 'description': 'Market ticker'}}}
get_market_diff
Diff a market vs the prior window: price delta, volume delta, indicator drift. For "what changed in the last 6h?" questions.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'sort': {'type': 'string', 'description': 'Sort field (e.g. priceDelta)'}, 'topic': {'type': 'string', 'description': 'Topic keyword if no tickers'}, 'window': {'type': 'string', 'description': 'Lookback (default 24h)'}, 'tickers': {'type': 'string', 'description': 'Comma-separated tickers'}}}
get_market_history
Get rolling 7-day price + indicator history for a single market. For trajectory questions and chart rendering.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['ticker'], 'properties': {'ticker': {'type': 'string', 'description': 'Market ticker'}}}
get_market_index
SimpleFunctions Prediction Market Index v2. Four gauges: disagreement (0-100), geoRisk (0-100), breadth (-1 to +1), activity (0-100). Updated every 15 minutes.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_market_microstructure_history
Per-ticker microstructure time series: implicit yield, CRI, EE, LAS, overround, plus realised volatility. Used for charting indicator drift.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['ticker'], 'properties': {'days': {'type': 'number', 'description': 'Lookback days (default 7)'}, 'ticker': {'type': 'string', 'description': 'Market ticker'}, 'interval': {'enum': ['hour', 'day'], 'type': 'string', 'description': 'Bucketing'}}}
get_markets
Get traditional market prices via Databento. Default: SPY, VIX, TLT, GLD, USO. Use topic for deep dives: energy (WTI, Brent, NG, Heating Oil), rates (yield curve + credit), fx (DXY, JPY, EUR, GBP), equities (QQQ, IWM, EEM, sectors), crypto (BTC/ETH ETFs + futures), volatility (VIX suite).
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'topic': {'type': 'string', 'description': 'Deep dive topic: energy, rates, fx, equities, crypto, volatility. Omit for core 5.'}}}
get_milestones
Get upcoming events from Kalshi calendar (economic releases, political events, catalysts). Free-tier and rate-limited.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'hours': {'type': 'number', 'default': 168, 'description': 'Hours ahead to look (default 168 = 1 week)'}, 'category': {'type': 'string', 'description': 'Filter by category (e.g. Economics, Politics, Sports)'}}}
get_newmarkets
Recently-listed markets (new contracts) on Kalshi and Polymarket. For finding fresh trading opportunities.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'hours': {'type': 'number', 'description': 'Lookback hours (default 24)'}, 'limit': {'type': 'number', 'description': 'Max rows'}, 'venue': {'type': 'string', 'description': 'kalshi or polymarket'}, 'minLiquidity': {'type': 'number', 'description': 'Minimum liquidity threshold'}}}
get_opinion
Get a single opinion/essay by slug.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Opinion slug'}}}
get_orders
Advanced: Current resting orders on Kalshi.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'status': {'type': 'string', 'default': 'resting', 'description': 'Filter by status: resting, canceled, executed. Default: resting'}}}
get_positions
Advanced: Open Kalshi positions with live P&L. Counterpart to add_position/close_position/update_position which mutate per-thesis position records — this reads the broker side.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Requires Kalshi credentials configured via sf setup.'}}}
get_public_skill
Get a single published skill by slug.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Public skill slug'}}}
get_regime_scan
Scan markets by regime label (bull, bear, range, frontier, panic) with optional indicator filters. For regime-based screening.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'sort': {'type': 'string', 'description': 'Sort field (e.g. as, score)'}, 'label': {'type': 'string', 'description': 'Regime label filter'}, 'limit': {'type': 'number', 'description': 'Max rows (default 50)'}, 'order': {'enum': ['asc', 'desc'], 'type': 'string', 'description': 'Sort order'}, 'venue': {'type': 'string', 'description': 'kalshi or polymarket'}, 'hasEdge': {'type': 'boolean', 'description': 'Filter to markets with non-trivial SimpleFunctions edge'}, 'eventType': {'type': 'string', 'description': 'binary, scalar, ladder'}}}
get_schedule
Get exchange status and trading hours
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_settlements
Advanced: Settled contracts with realized P&L.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'ticker': {'type': 'string', 'description': 'Filter by market ticker'}}}
get_skills
List authenticated user's skills. (Public skills are at browse_public_skills.)
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}}}
get_technical
Get a single technical reference doc by slug.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Technical doc slug'}}}
get_thesis_context
Auth-only thesis context: causal tree, edges with orderbook depth, evaluation history, and track record. Use get_context with no thesisId for the global market snapshot.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}}}
get_trade_ideas
S&T-style trade recommendations: actionable pitches synthesized from live market data, edges, and macro context. Each idea has conviction level, catalyst timing, direction, and risk. Free-tier and rate-limited. START HERE when looking for what to trade.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'limit': {'type': 'number', 'default': 5, 'description': 'Max ideas (1-10)'}, 'category': {'type': 'string', 'description': 'Filter: macro, geopolitics, crypto, policy, event'}, 'freshness': {'type': 'string', 'default': '12h', 'description': 'Max cache age: 1h, 6h, 12h, 1d'}}}
get_world_delta
Incremental world state update — only what changed since a timestamp. ~30-50 tokens vs 800 for full state. For periodic refresh during long tasks.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['since'], 'properties': {'since': {'type': 'string', 'description': 'Relative (30m, 1h, 6h, 24h) or ISO timestamp'}, 'format': {'enum': ['markdown', 'json'], 'type': 'string', 'default': 'markdown', 'description': 'Output format'}}}
get_world_state
Real-time world model for agents. ~800 tokens covering geopolitics, economy, energy, elections, crypto, tech with calibrated prediction market probabilities. Anchor contracts (recession, Fed, Iran) always present. No auth needed.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'focus': {'type': 'string', 'description': 'Comma-separated topics for deeper coverage: geopolitics, economy, energy, elections, crypto, tech. Same token budget concentrated on fewer topics.'}, 'format': {'enum': ['markdown', 'json'], 'type': 'string', 'default': 'markdown', 'description': 'Output format. markdown (default) is optimized for LLM context.'}}}
get_yield_curve
Single yield curve for one event series.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['event'], 'properties': {'event': {'type': 'string', 'description': 'Event ticker (e.g. KXFEDDECISION-26DEC10)'}, 'venue': {'type': 'string', 'description': 'Venue if needed to disambiguate'}}}
get_yield_curves
Liquidity-weighted yield curves across event types (e.g. KXFED 6mo, KXBTC 30d). For "where on the curve am I trading?" questions.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'limit': {'type': 'number', 'description': 'Max events'}, 'venue': {'type': 'string', 'description': 'kalshi or polymarket'}, 'minPoints': {'type': 'number', 'description': 'Minimum curve points to keep an event'}}}
inject_signal
Feed an observation into a thesis — news, price move, or external event. Consumed in next evaluation cycle to update confidence and edges.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey', 'content'], 'properties': {'type': {'enum': ['news', 'user_note', 'external'], 'type': 'string', 'default': 'user_note', 'description': 'Signal type'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'content': {'type': 'string', 'description': 'Signal content'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}}}
inspect_ticker
STEP 2 OF THE LOOP. Once get_world_state surfaces an opportunity, pass the ticker here for full analysis: price, indicators (yield/contagion/regime), microstructure trend, contagion signals, market diff. Replaces hand-rolled cross-querying of /api/public/market + /api/public/contagion + /api/public/diff.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['ticker'], 'properties': {'diff': {'type': 'boolean', 'description': 'Include market diff vs prior window (default true)'}, 'depth': {'type': 'boolean', 'default': False, 'description': 'Include live orderbook depth. Default false for cheaper cached agent sweeps.'}, 'trend': {'type': 'boolean', 'description': 'Include microstructure history (default true)'}, 'format': {'enum': ['markdown', 'json'], 'type': 'string', 'description': 'Default markdown'}, 'ticker': {'type': 'string', 'description': 'Market ticker, e.g. KXFEDDECISION-26DEC10-T0'}, 'contagion': {'type': 'boolean', 'description': 'Include contagion signals (default true)'}}}
legislation
Get bill detail from Congress API with prediction market cross-reference and related state legislation.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['billId'], 'properties': {'billId': {'type': 'string', 'description': 'Bill ID, e.g. "119-hr-22"'}}}
list_congress_members
List sitting US Congress members.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'limit': {'type': 'number', 'description': 'Max rows'}, 'state': {'type': 'string', 'description': 'Two-letter state code'}, 'chamber': {'enum': ['house', 'senate'], 'type': 'string', 'description': 'Chamber filter'}, 'currentMember': {'type': 'boolean', 'description': 'Only currently-serving members'}}}
list_forum_channels
List available forum channels (general, alerts, signals, etc.) the agent can read or post to.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}}}
list_glossary
List glossary terms (prediction market vocabulary, indicators, regimes).
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'q': {'type': 'string', 'description': 'Keyword'}, 'category': {'type': 'string', 'description': 'Category filter'}}}
list_intents
List execution intents — pending, armed, triggered, executing, partial, filled, expired, cancelled, rejected. Shows the full execution pipeline status.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'status': {'type': 'string', 'description': 'Filter: pending, armed, triggered, executing, partial, filled, expired, cancelled, rejected'}, 'activeOnly': {'type': 'boolean', 'default': True, 'description': 'Only show active intents (default true)'}}}
list_legislation
List Congress bills with optional filter for ones cross-referenced to prediction markets.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'q': {'type': 'string', 'description': 'Keyword'}, 'limit': {'type': 'number', 'description': 'Max rows'}, 'congress': {'type': 'string', 'description': 'Congress number (e.g. 119)'}, 'hasMarket': {'type': 'boolean', 'description': 'Only bills with a linked market'}}}
list_opinions
List SimpleFunctions opinions/essays — analysis, tutorials, and long-form takes on prediction markets, causal models, agent-driven trading.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'limit': {'type': 'number', 'description': 'Max rows'}, 'category': {'type': 'string', 'description': 'Category filter'}}}
list_skills
List all skills: built-in + user-created custom skills.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}}}
list_strategies
Advanced: List trading strategies for a thesis.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'status': {'type': 'string', 'description': 'Filter: active|watching|executed|cancelled|review'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}}}
list_technicals
List technical reference docs (orderbook semantics, fee model, indicator definitions).
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'limit': {'type': 'number', 'description': 'Max rows'}, 'category': {'type': 'string', 'description': 'Category filter'}}}
list_theses
List all theses for the authenticated user.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}}}
monitor_the_situation
Universal web intelligence. Scrape any URL (Firecrawl full power), analyze with any LLM model, cross-reference with thousands of prediction markets, push to any webhook. Requires API key (apiKey parameter). For free demo, use enrich_content instead.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'source'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'enrich': {'type': 'object', 'required': ['enabled', 'topics'], 'properties': {'limit': {'type': 'number'}, 'topics': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Topics to search in prediction markets'}, 'venues': {'type': 'array', 'items': {'enum': ['kalshi', 'polymarket'], 'type': 'string'}}, 'enabled': {'type': 'boolean'}, 'includeIndex': {'type': 'boolean'}}, 'description': 'Cross-reference with prediction markets'}, 'source': {'type': 'object', 'required': ['action'], 'properties': {'url': {'type': 'string', 'description': 'URL to scrape/crawl/map/extract'}, 'urls': {'type': 'array', 'items': {'type': 'string'}, 'description': 'URLs for batch_scrape or extract'}, 'query': {'type': 'string', 'description': 'Search query (for search action)'}, 'action': {'enum': ['scrape', 'crawl', 'search', 'map', 'extract', 'batch_scrape'], 'type': 'string', 'description': 'Firecrawl action'}, 'options': {'type': 'object', 'description': 'Full Firecrawl passthrough options', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}}}, 'webhook': {'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'HTTPS webhook URL'}, 'format': {'enum': ['full', 'brief', 'tweetable'], 'type': 'string'}, 'secret': {'type': 'string', 'description': 'HMAC-SHA256 signing secret'}, 'headers': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'string'}}}, 'description': 'Push results to a webhook'}, 'analysis': {'type': 'object', 'required': ['enabled', 'prompt'], 'properties': {'model': {'type': 'string', 'description': 'Any OpenRouter model ID. Default: google/gemini-2.5-flash'}, 'prompt': {'type': 'string', 'description': 'What to analyze in the scraped content'}, 'schema': {'type': 'object', 'description': 'JSON Schema for structured output', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}, 'enabled': {'type': 'boolean'}, 'temperature': {'type': 'number'}}, 'description': 'LLM analysis of scraped content'}}}
portfolio_activity_list
First-party portfolio activity timeline backed by the portfolio ledger.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'limit': {'type': 'number'}, 'since': {'type': 'string'}, 'until': {'type': 'string'}, 'venue': {'type': 'string'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'cursor': {'type': 'string'}, 'source': {'type': 'string'}, 'marketId': {'type': 'string'}, 'thesisId': {'type': 'string'}, 'eventType': {'type': 'string'}, 'confidence': {'type': 'string'}}}
portfolio_attribution_daily
Daily portfolio P&L attribution rows; unknown attribution remains explicit.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'to': {'type': 'string', 'description': 'YYYY-MM-DD'}, 'from': {'type': 'string', 'description': 'YYYY-MM-DD'}, 'limit': {'type': 'number'}, 'venue': {'type': 'string'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'cursor': {'type': 'string'}, 'source': {'type': 'string'}, 'marketId': {'type': 'string'}, 'thesisId': {'type': 'string'}, 'confidence': {'type': 'string'}}}
portfolio_attribution_grouped
Bounded grouped portfolio P&L attribution by source, thesis, strategy, market, venue, or confidence.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'to': {'type': 'string', 'description': 'YYYY-MM-DD'}, 'from': {'type': 'string', 'description': 'YYYY-MM-DD'}, 'limit': {'type': 'number'}, 'venue': {'type': 'string'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'source': {'type': 'string'}, 'groupBy': {'type': 'string', 'description': 'day, venue, marketId, thesisId, thesisStrategyId, portfolioStrategyId, source, viewId, or attributionConfidence'}, 'marketId': {'type': 'string'}, 'thesisId': {'type': 'string'}, 'confidence': {'type': 'string'}}}
portfolio_fills_list
First-party portfolio fill and partial-fill events projected from the ledger.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'limit': {'type': 'number'}, 'since': {'type': 'string'}, 'until': {'type': 'string'}, 'venue': {'type': 'string'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'cursor': {'type': 'string'}, 'source': {'type': 'string'}, 'marketId': {'type': 'string'}, 'thesisId': {'type': 'string'}, 'confidence': {'type': 'string'}}}
portfolio_ledger_list
First-party append-only portfolio ledger events with attribution confidence and source evidence.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'limit': {'type': 'number'}, 'since': {'type': 'string'}, 'until': {'type': 'string'}, 'venue': {'type': 'string'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'cursor': {'type': 'string'}, 'source': {'type': 'string'}, 'marketId': {'type': 'string'}, 'thesisId': {'type': 'string'}, 'eventType': {'type': 'string'}, 'confidence': {'type': 'string'}}}
portfolio_positions_list
First-party SimpleFunctions portfolio position snapshots from the ledger-backed read model, distinct from broker-side get_positions.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'limit': {'type': 'number', 'description': 'Max rows'}, 'since': {'type': 'string', 'description': 'ISO lower bound'}, 'until': {'type': 'string', 'description': 'ISO upper bound'}, 'venue': {'type': 'string'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'cursor': {'type': 'string', 'description': 'Pagination cursor'}, 'source': {'type': 'string'}, 'marketId': {'type': 'string'}, 'thesisId': {'type': 'string'}, 'confidence': {'type': 'string', 'description': 'Attribution confidence such as exact, low, or unknown'}}}
portfolio_risk_get
Portfolio risk utilization, execution mode, and stale-data state without returning configured secrets.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}}}
post_to_forum
Post a message to the agent forum. Share discoveries, edges, coordination signals with other agents.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'channel', 'type', 'content'], 'properties': {'type': {'enum': ['signal', 'edge', 'analysis', 'coordination', 'request', 'reply'], 'type': 'string'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'channel': {'enum': ['signals', 'edges', 'analysis', 'coordination', 'general'], 'type': 'string'}, 'content': {'type': 'string', 'maxLength': 2000, 'description': '1-3 sentence summary'}, 'replyTo': {'type': 'string', 'description': 'Message ID to reply to'}, 'tickers': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Related tickers'}, 'agentName': {'type': 'string', 'description': 'Your agent name'}}}
publish_skill
Publish a skill to make it publicly browsable and forkable.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'skillId', 'slug'], 'properties': {'slug': {'type': 'string', 'description': 'Public URL slug (3-60 chars, lowercase, numbers, hyphens)'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'skillId': {'type': 'string', 'description': 'Skill ID to publish'}}}
query
BEST FOR QUESTIONS. Ask any question about probabilities or future events. Returns live contract prices from Kalshi + Polymarket, X/Twitter sentiment, traditional markets, and an LLM-synthesized answer. Free-tier and rate-limited; API keys unlock higher limits.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['q'], 'properties': {'q': {'type': 'string', 'description': 'Natural language query (e.g. "iran oil prices", "fed rate cut 2026", "recession probability")'}}}
query_databento
Free-form historical market data query via Databento. Stocks, ETFs, CME futures (WTI, Brent, bonds, VIX, FX, BTC), options. OHLCV daily/hourly/minute, trades, BBO. Max 30 days, 5 symbols, 500 rows. Free-tier and rate-limited.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['symbols'], 'properties': {'days': {'type': 'number', 'description': 'Lookback days (default 7, max 30)'}, 'stype': {'type': 'string', 'description': 'raw_symbol (default) or continuous (for .FUT symbols)'}, 'schema': {'type': 'string', 'description': 'ohlcv-1d (default), ohlcv-1h, ohlcv-1m, trades, bbo-1s, bbo-1m, statistics, definition'}, 'dataset': {'type': 'string', 'description': 'DBEQ.BASIC (stocks/ETFs, default), GLBX.MDP3 (CME futures), OPRA.PILLAR (options), XNAS.BASIC (Nasdaq)'}, 'symbols': {'type': 'string', 'description': 'Comma-separated symbols (max 5). Use .FUT for continuous futures. Examples: SPY, CL.FUT, ES.FUT, GLD'}}}
query_econ
Search official economic time series from FRED-backed data. Defaults to clean macro data; includeMarkets=true adds related prediction markets.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['q'], 'properties': {'q': {'type': 'string', 'description': 'Economic query, e.g. "unemployment rate", "core CPI", "fed funds rate"'}, 'mode': {'enum': ['raw', 'full'], 'type': 'string', 'default': 'full', 'description': 'raw = structured series only, full = include answer'}, 'includeMarkets': {'type': 'boolean', 'default': False, 'description': 'Attach related Kalshi/Polymarket markets. Default false.'}}}
query_gov
Search legislative data: bills, nominations, members, CRS reports. Cross-references with prediction markets. Use for political/policy questions.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['q'], 'properties': {'q': {'type': 'string', 'description': 'Search query (e.g., "save act", "fed chair nomination")'}, 'mode': {'enum': ['raw', 'full'], 'type': 'string', 'default': 'full', 'description': 'raw = skip LLM synthesis, full = include answer'}}}
read_forum
Read messages from the agent forum. Returns inbox (unread across subscribed channels) by default. Use channel/ticker/since to filter. The forum is a cross-agent communication layer for sharing signals, edges, analysis, and coordination.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey'], 'properties': {'limit': {'type': 'number', 'default': 50}, 'since': {'type': 'string', 'description': 'ISO cursor'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'ticker': {'type': 'string', 'description': 'Filter by ticker'}, 'channel': {'type': 'string', 'description': 'Channel: signals, edges, analysis, coordination, general'}}}
run_skill
Get a skill by ID or trigger to run it. Returns the skill prompt and metadata.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'skillId'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'skillId': {'type': 'string', 'description': 'Skill ID (UUID) to retrieve'}}}
scan_markets
Search Kalshi prediction markets by keyword, series, or ticker. Returns live prices and volume — data not available via web search. Free-tier and rate-limited.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'query': {'type': 'string', 'description': 'Keyword search (e.g. "oil recession")'}, 'market': {'type': 'string', 'description': 'Specific market ticker (e.g. KXWTIMAX-26DEC31-T140)'}, 'series': {'type': 'string', 'description': 'Kalshi series ticker (e.g. KXWTIMAX)'}}}
screen_by_tickers
Re-rank a specific ticker list by SimpleFunctions indicator (yield, CRI, EE, LAS, overround). For "of these N markets, which has best yield?" workflows.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['tickers'], 'properties': {'sort': {'type': 'string', 'description': 'Indicator to sort by (e.g. iy, cri, ee, las, overround)'}, 'order': {'enum': ['asc', 'desc'], 'type': 'string', 'description': 'Sort order'}, 'tickers': {'type': 'string', 'description': 'Comma-separated tickers'}}}
screen_markets
Indicator-based market screener. The middle layer between raw price scan and LLM thesis edges. Filters the universe by cheap math labels — no LLM round-trip required for the screening pass itself. Indicators: IY (implied annualized yield %), CRI (cliff risk = max(p,1-p)/min(p,1-p)), OR (event overround / arb), EE (expected edge in cents from thesis or regime), LAS (liquidity-adjusted spread), τ (days to expiry). Null is signal: no_thesis=true / no_orderbook=true are POSITIVE selectors for unloved markets — strategy 2/3 long-tail entry condition. Free-tier and rate-limited; API keys unlock higher limits.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'sort': {'enum': ['iy', 'ee', 'or', 'las', 'cri', 'tau', 'volume'], 'type': 'string', 'description': 'Sort field. Default: iy'}, 'limit': {'type': 'number', 'description': 'Default 50, max 200'}, 'order': {'enum': ['asc', 'desc'], 'type': 'string', 'description': 'Default: desc'}, 'venue': {'enum': ['kalshi', 'polymarket'], 'type': 'string'}, 'ee_min': {'type': 'number', 'description': 'Minimum expected edge in cents (requires thesis or regime row).'}, 'iy_max': {'type': 'number'}, 'iy_min': {'type': 'number', 'description': 'Minimum implied yield, annualized %. Try 200 for long-tail.'}, 'or_max': {'type': 'number'}, 'or_min': {'type': 'number', 'description': 'Minimum event overround. 0.05 = 105¢ field (book-maker margin or arb).'}, 'cri_max': {'type': 'number', 'description': 'Maximum cliff risk = max(p,1-p)/min(p,1-p). 1=balanced, â\x88\x9e=cliff.'}, 'cri_min': {'type': 'number'}, 'keyword': {'type': 'string', 'description': 'Substring filter on title.'}, 'las_max': {'type': 'number', 'description': 'Maximum liquidity-adjusted spread (spread/mid). Try 0.05.'}, 'category': {'type': 'string', 'description': 'crypto, political, financial, sports, etc â\x80\x94 kalshi-supplied category from snapshot blob'}, 'no_thesis': {'type': 'boolean', 'description': 'POSITIVE selector â\x80\x94 only markets WITHOUT a thesis (unloved long tail).'}, 'has_thesis': {'type': 'boolean', 'description': 'Only markets covered by an active public thesis.'}, 'no_orderbook': {'type': 'boolean', 'description': 'POSITIVE selector â\x80\x94 only markets WITHOUT recent orderbook attention.'}, 'tau_max_days': {'type': 'number', 'description': 'Maximum days to expiry.'}, 'tau_min_days': {'type': 'number'}, 'has_orderbook': {'type': 'boolean', 'description': 'Only markets with cached orderbook (last 6h regime row).'}}}
search_x
Search X/Twitter for social sentiment on any topic. Returns posts sorted by engagement. Not available via web search — uses X API directly.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query', 'apiKey'], 'properties': {'mode': {'enum': ['raw', 'summary'], 'type': 'string', 'default': 'raw', 'description': 'raw = structured JSON, summary = LLM synthesis'}, 'hours': {'type': 'number', 'default': 24, 'description': 'Hours to search back (default 24)'}, 'limit': {'type': 'number', 'default': 20, 'description': 'Max posts to return (default 20)'}, 'query': {'type': 'string', 'description': 'Search query (e.g. "iran oil", "hormuz shipping")'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}}}
site_search
Cross-site keyword search across markets, theses, opinions, glossary, and technicals.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['q'], 'properties': {'q': {'type': 'string', 'description': 'Query'}}}
stt
Speech-to-text proxy. Pass base64-encoded audio, get transcribed text.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'audio'], 'properties': {'audio': {'type': 'string', 'description': 'Base64-encoded audio bytes'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}}}
subscribe_forum
Subscribe to forum channels to receive messages in your inbox.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'channels'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'channels': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Channel IDs to subscribe to'}}}
trigger_evaluation
Force immediate evaluation: consume all pending signals, re-scan edges, update confidence. Use after injecting important signals.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}}}
tts
Text-to-speech proxy. Returns audio bytes encoded as base64.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['apiKey', 'text'], 'properties': {'text': {'type': 'string', 'description': 'Text to synthesize'}, 'speed': {'type': 'number', 'description': 'Playback speed multiplier'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key'}, 'voiceId': {'type': 'string', 'description': 'Voice identifier (provider-specific)'}}}
update_nodes
Directly update causal tree node probabilities — zero LLM cost, instant. Use when the agent observes a confirmed fact (e.g. "CPI came in at 3.2%") and wants to reflect it immediately. Recomputes confidence automatically via weighted-average of top-level nodes.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey', 'updates'], 'properties': {'lock': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Advisory pin â\x80\x94 tells future evaluations that these nodes are well-supported. Evidence can still revise them; pinning no longer makes a node permanent.'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'updates': {'type': 'array', 'items': {'type': 'object', 'required': ['nodeId', 'probability'], 'properties': {'nodeId': {'type': 'string', 'description': 'Causal tree node ID (e.g. n3, n1.2)'}, 'reason': {'type': 'string', 'description': 'Why this update'}, 'probability': {'type': 'number', 'description': 'New probability (0-1). Use 0.99 for confirmed facts.'}}}, 'description': 'Node updates to apply'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}}}
update_position
Update a position: current price, edge, size, status (open→closed). Use to mark positions as closed or update tracking data.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'positionId', 'apiKey'], 'properties': {'edge': {'type': 'number', 'description': 'Current edge in cents'}, 'size': {'type': 'number', 'description': 'Updated size'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'status': {'type': 'string', 'description': 'open or closed'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}, 'rationale': {'type': 'string', 'description': 'Updated rationale'}, 'positionId': {'type': 'string', 'description': 'Position ID'}, 'currentPrice': {'type': 'number', 'description': 'Current market price in cents'}}}
update_strategy
Advanced: Update a trading strategy (stop loss, take profit, status).
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'strategyId', 'apiKey'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'status': {'type': 'string', 'description': 'New status: active|watching|executed|cancelled|review'}, 'priority': {'type': 'number', 'description': 'New priority'}, 'stopLoss': {'type': 'number', 'description': 'New stop loss (cents)'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}, 'rationale': {'type': 'string', 'description': 'Updated rationale'}, 'entryAbove': {'type': 'number', 'description': 'New entry above trigger (cents)'}, 'entryBelow': {'type': 'number', 'description': 'New entry below trigger (cents)'}, 'strategyId': {'type': 'string', 'description': 'Strategy ID (UUID)'}, 'takeProfit': {'type': 'number', 'description': 'New take profit (cents)'}, 'softConditions': {'type': 'string', 'description': 'Updated soft conditions'}}}
update_thesis
Update thesis metadata: title, lifecycle status (active/paused/archived), webhookUrl. Use configure_heartbeat.paused for runtime heartbeat pause/resume.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey'], 'properties': {'title': {'type': 'string', 'description': 'New thesis title'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'status': {'type': 'string', 'description': 'New status: active, paused, archived'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}, 'webhookUrl': {'type': 'string', 'description': 'Webhook URL for confidence change notifications (HTTPS only)'}}}
what_if
Scenario analysis: "what if OPEC cuts production?" Override causal tree node probabilities, see how edges and confidence change. Zero LLM cost, instant.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['thesisId', 'apiKey', 'overrides'], 'properties': {'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'thesisId': {'type': 'string', 'description': 'Thesis ID'}, 'overrides': {'type': 'object', 'description': 'Node probability overrides, e.g. {"n1": 0.1, "n3": 0.2}', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'number'}}}}
x_account
Advanced: Recent posts from a specific X/Twitter account.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['username', 'apiKey'], 'properties': {'hours': {'type': 'number', 'default': 24, 'description': 'Hours to look back (default 24)'}, 'limit': {'type': 'number', 'default': 20, 'description': 'Max posts (default 20)'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'username': {'type': 'string', 'description': 'X/Twitter username (without @)'}}}
x_news
Advanced: X/Twitter news stories with headlines, summaries, and related tickers.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query', 'apiKey'], 'properties': {'limit': {'type': 'number', 'default': 10, 'description': 'Max stories (default 10)'}, 'query': {'type': 'string', 'description': 'News search query'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}}}
x_volume
Advanced: X/Twitter discussion volume trend — timeseries, velocity, peak activity.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query', 'apiKey'], 'properties': {'hours': {'type': 'number', 'default': 72, 'description': 'Hours to look back (default 72)'}, 'query': {'type': 'string', 'description': 'Search query'}, 'apiKey': {'type': 'string', 'description': 'SimpleFunctions API key. Get one at https://simplefunctions.dev/dashboard/keys'}, 'granularity': {'enum': ['minute', 'hour', 'day'], 'type': 'string', 'default': 'hour', 'description': 'Timeseries granularity'}}}
History

Recent tool changes

Added
get_legislation
Sept. 17, 2026, 12:52 p.m.
Added
get_heartbeat_config
Sept. 17, 2026, 12:52 p.m.
Added
explore_theses
Sept. 17, 2026, 12:52 p.m.
Added
stt
Sept. 17, 2026, 12:52 p.m.
Added
tts
Sept. 17, 2026, 12:52 p.m.
Added
get_thesis_context
Sept. 17, 2026, 12:52 p.m.
Added
portfolio_activity_list
Sept. 17, 2026, 12:52 p.m.
Added
portfolio_risk_get
Sept. 17, 2026, 12:52 p.m.
Added
portfolio_attribution_grouped
Sept. 17, 2026, 12:52 p.m.
Added
portfolio_attribution_daily
Sept. 17, 2026, 12:52 p.m.
Added
portfolio_fills_list
Sept. 17, 2026, 12:52 p.m.
Added
portfolio_ledger_list
Sept. 17, 2026, 12:52 p.m.
Added
portfolio_positions_list
Sept. 17, 2026, 12:52 p.m.
Added
get_positions
Sept. 17, 2026, 12:52 p.m.
Added
list_forum_channels
Sept. 17, 2026, 12:52 p.m.
Added
get_changes_delta
Sept. 17, 2026, 12:52 p.m.
Added
get_feed
Sept. 17, 2026, 12:52 p.m.
Added
get_congress_member
Sept. 17, 2026, 12:52 p.m.
Added
list_congress_members
Sept. 17, 2026, 12:52 p.m.
Added
list_legislation
Sept. 17, 2026, 12:52 p.m.
Added
get_technical
Sept. 17, 2026, 12:52 p.m.
Added
list_technicals
Sept. 17, 2026, 12:52 p.m.
Added
get_opinion
Sept. 17, 2026, 12:52 p.m.
Added
list_opinions
Sept. 17, 2026, 12:52 p.m.
Added
get_glossary_term
Sept. 17, 2026, 12:52 p.m.
Added
list_glossary
Sept. 17, 2026, 12:52 p.m.
Added
get_public_skill
Sept. 17, 2026, 12:52 p.m.
Added
get_skills
Sept. 17, 2026, 12:52 p.m.
Added
get_changes
Sept. 17, 2026, 12:52 p.m.
Added
site_search
Sept. 17, 2026, 12:52 p.m.
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