obai-prediction-markets

Analyze Polymarket prediction markets and produce trade decision memos via MCP tools.

11|6|Updated Mar 18, 2026
One-click install
npx skills add https://github.com/sixteen-dev/obai --skill obai-prediction-markets-sixteen-dev
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: obai-prediction-markets
Source: https://github.com/sixteen-dev/obai/tree/main/skills/obai-prediction-markets
Command: npx skills add https://github.com/sixteen-dev/obai --skill obai-prediction-markets-sixteen-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Evaluating prediction markets manually requires checking executable pricing, liquidity, historical base rates, and wallet activity across many tools, and it is easy to confuse midpoint prices with tradable odds or to overstate historical evidence. This Skill turns the OBaI prediction-markets MCP server into a disciplined decision-support desk for Polymarket trading. ## Core Features & Use Cases - Market Discovery & Snapshots: Search and explore trending Polymarket markets, then pull executable YES/NO bid/ask, spread, and depth for the most relevant ones. - Trade Decision Memos: Produce structured memos with fair value, edge after fees and slippage, catalysts, entry/exit plans, invalidation, and an explicit Buy YES / Buy NO / No trade decision. - Historical Analytics: Run calibration, longshot-bias, rule backtests, Monte Carlo risk, edge estimation, and Kelly sizing against resolved-market data with stated sample sizes and limitations. - Use Case: Ask whether a live election market is mispriced; the Skill fetches executable pricing, compares it to a resolved-market base rate for the matching price bucket, and returns a decision memo or a No trade verdict. ## Quick Start Ask the agent to evaluate a specific Polymarket market by slug or URL and produce a trade decision memo with current executable pricing and edge.

Frequently Asked Questions about obai-prediction-markets

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze a Polymarket market before trading?▼

Provide the market slug or URL and the Skill fetches executable YES/NO bid/ask, spread, and depth, then estimates fair value and edge. It ends with an explicit Buy YES, Buy NO, or No trade decision in a structured memo.

How do I backtest a prediction market trading rule?▼

Describe your entry rule and the Skill translates it into a typed rule for backtest_prediction_rule_tool, which filters by category, volume, and days to resolution. Results include sample size, returns, and limitations, with optional holdout validation.

Does this support prediction markets other than Polymarket?▼

No, Polymarket is the only supported venue. If asked about another platform, the Skill states that support is not live yet, and it routes equity or options questions to other OBaI specialist skills.

Why are the historical analytics tools sometimes unavailable?▼

Calibration, backtest, Monte Carlo, edge, and Kelly tools are only registered when the server runs with PREDICTION_ENABLE_HISTORICAL_TOOLS=true. If they are absent, the Skill reports that historical analytics are disabled rather than approximating them.

Can it give exact position sizes for a trade?▼

Precise sizing requires your bankroll and a drawdown limit; without them the Skill gives only qualitative guidance like small or fractional. The Kelly tool itself withholds numerical fractions when those constraints are missing.