Agent skill · product strategy · affaan-m
prediction-market-risk-review
Review prediction-market, basket, oracle, and trading-agent workflows for compliance, safety, data-quality, privacy, and execution risk. Use before any workflow handles venue auth, user portfolio data, API keys, or trade planning.
Why this skill is useful
Provides domain-specific compliance and risk assessment workflows for prediction markets that the AI wouldn't reliably generate on its own.
What it needs
About 1k tokens when loaded. Last updated 2026-08-06. 238,342 stars on the source repository.
What this skill does
Prediction Market Risk Review Use this skill before a prediction-market workflow touches user financial context, venue authentication, portfolio data, automation, or execution-capable tools. Review Gates Advice Boundary Confirm the output is informational. Remove buy/sell/hold/size recommendations. Keep manual user decision points explicit. Venue And Regulatory Boundary Identify venue terms, geography restrictions, account limits, and API rules. Flag betting, derivatives, securities, or commodities ambiguity for legal review when relevant. Do not bypass venue restrictions or rate limits. Data Quality Check market liquidity, spread, resolution rules, stale prices, and source timestamps. Separate public venue data from Itô gated data. Do not mix public and private sources without labels. Security Do not request or store private keys, seed phrases, or passwords. Keep ITOAPIKEY and venue API keys out of logs and docs. Use read-only scopes by default. Require circuit breakers, spend limits, dry runs, and human approval before any private implementation adds execution. Privacy Minimize user portfolio, financial, and knowledge-base data. Redact private sources in public artifacts. Preserve only the fields needed for the review. Output Contract Return: 1. scope reviewed 2. pass/warn/fail findings 3. blocked actions 4. required mitigations 5. safe next step If any execution-capable step is requested, require a separate implementation plan and explicit user approval.
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills affaan-m/prediction-market-risk-review