What does this skill do?

Skill’s Prediction Market Risk Review audits workflows that interact with prediction markets, oracles, and automated trading agents, ensuring regulatory compliance, security, and privacy prior to execution. It analyzes the code or workflow design, verifies that the output is strictly informational, and generates a structured report detailing findings, blocked actions, and required mitigations.

Audit of Trading Bots
Review scripts that perform automated operations and require circuit breakers, spending limits, and explicit human approval.
Review of Mixed Oracles
It detects unlabeled mixtures of public and private data and requires a clear separation of sources and redaction of sensitive data.
Regulatory Compliance
Check the terms of service, geographic restrictions, account limits, and API rules for prediction platforms.
Security and Privacy
Confirm that private keys, seeds, or passwords are not requested or stored, and that API keys are not logged.

Usage examples

🤖 Audit a trading bot
Check out this Python script that uses the Polymarket API to automatically buy stocks based on signals from an oracle.
🔗 Check the mixed oracle
Audit this workflow, which combines Chainlink price data with private internal data from my portfolio.
⚖️ Verify compliance
Check whether this workflow complies with the platform's terms of service and any applicable geographic restrictions.
🔐 Review password exposure
Review this trading code and verify that no API keys, seeds, or passwords are exposed in the source code or in the logs.

Features

Limitations on Informational Advice Ensure that the output is strictly informational, eliminating direct buy or sell recommendations and maintaining manual decision points.
Regulatory and Platform Audit Review the terms of service, geographic restrictions, account limits, and API rules, noting any legal ambiguities regarding betting or derivatives.
Data Quality Control Check liquidity, spreads, settlement rules, outdated prices, and the distinction between public and private data.
Blocking Automatic Execution It detects prohibited operations, such as automated execution without safeguards, and requires circuit breakers, dry runs, and human approval.
Structured Report Generate a document that includes the scope, findings (pass/warn/fail), blocked actions, required mitigations, and the next steps.

Frequently asked questions

No. The skill is strictly informational. If it detects the ability to execute automatically, it blocks it by default and requires a separate implementation plan with explicit human approval.
The skill audits flows that interact with any prediction platform, oracle, or exchange (e.g., Polymarket, Chainlink) by reviewing their terms of service and API rules.
No. The skill analyzes the code, design, or description of the workflow you provide. It does not require access to external APIs to generate the risk report.
The report includes a revised scope, findings classified as "pass," "warn," or "fail," blocked actions, required mitigations, and the recommended next safe step.
Risk Review in Prediction Markets — Trading Audit with Claude AI

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