Simple Functions
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35 repositories
world-state-action
PublicGitHub Action: inject real-time prediction market world state into your CI/CD workflowsagent-skills
PublicSimpleFunctions agent skills — 36 workflow + context + SDK skills for prediction-market AI agents. Vercel/agentskills.io format.hedge-fund-cookbook
Public- Institutional reference loops for agentic alpha research, prediction-market market making, replay, TCA, and risk gates on SimpleFunctions data.
major-model-benchmark
PublicOpen benchmark harness for latest major AI models on general reasoning, coding, tool use, and long-context tasks.- Open benchmark harness for latest major AI models on prediction-market forecasting, calibration, microstructure, and trading-risk tasks.
ttt-conv-memory
PublicEmpirical test of whether test-time-training fast weights can act as multi-turn conversation memory.Memento
PublicContext-integrity stress tests for Claude agents with adversarial memory and environment tampering.- 256 articles, guides, and references for understanding and trading prediction markets. Covers Kalshi, Polymarket, market microstructure, calibration, AI agents,…
claude-trading
PublicAutonomous Claude agents trade against each other on a live exchange — maker vs takersclaude-arena
PublicAI vs AI vs AI — autonomous Claude agents battle in a live CTF arena with tradingsparkco-bi
PublicEmpty public placeholder retained for compatibility.- Curated list of CLI tools for AI agents. Prediction markets, agent frameworks, coding agents, browser agents, developer CLIs.
- Single-number uncertainty index derived from live prediction-market signals.
kalshi-orderbook-viewer
PublicTerminal orderbook visualization for Kalshi and Polymarket prediction markets. Beautiful depth charts in your terminal.prediction-market-regime
PublicDetect market regime states (crisis, risk-off, risk-on, complacent) from prediction market signals. Real-time classification for AI agents and trading bots.- Resolve any Polymarket market ID format (numeric, conditionId, CLOB token, slug) to a full market object. Zero dependencies.
- Detect prediction-market mispricings across live Kalshi + Polymarket data: cross-venue spreads, contagion gaps, and edge ranking.
agent-world-awareness
PublicOne-line prediction-market world context for AI agents, cached and ready for system-prompt injection.- CrewAI adapter for SimpleFunctions prediction-market context: world state, uncertainty, edges, and market reads.
- Vercel AI SDK adapter for SimpleFunctions prediction-market context with zod-schema tools.
- OpenAI Agents and function-calling adapter for SimpleFunctions prediction-market context.
- LangChain adapter for SimpleFunctions prediction-market context: world state, uncertainty, edges, and market reads.
polymarket-sports-mm
PublicSports market making bot for Polymarket liquidity rewards. Pre-game and live quoting optimized for the quadratic reward function.- Scaffold a prediction market agent project. Works with LangChain, CrewAI, OpenAI Agents SDK, or vanilla TypeScript.
.github
PublicOrganization profilesimplefunctions-python
PublicPreview Python client for the SimpleFunctions HTTP/Data API.- A curated list of prediction market APIs, tools, datasets, and resources for developers and AI agents
- Standalone causal tree probability engine — thesis to weighted confidence, zero deps
- Fetch structured prediction market context for any LLM
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