Prediction Market Risk Review

by affaan-mef648e01899bNo license275K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 3 days ago

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.

AI-generated overview

Reviews prediction-market, basket, oracle and trading-agent workflows for compliance, safety, data-quality, privacy and execution risk.

What it does
This skill provides a structured pre-flight risk review for prediction-market and trading-agent workflows. It walks through review gates covering the advice boundary, venue and regulatory limits, data quality, security and privacy, then returns a report with scope reviewed, pass/warn/fail findings, blocked actions, required mitigations and a safe next step. It also requires a separate implementation plan and explicit user approval whenever an execution-capable step is requested.
When to use it
Use it before a prediction-market workflow handles venue authentication, user portfolio or financial data, API keys, automation, or trade planning. It is intended as a gate before any execution-capable tooling is added.
Requirements
No scripts or tools are required; it is an instructions-only skill. It references environment variables such as ITO_API_KEY and venue API keys, which must be kept out of logs and documentation, and assumes the reviewer has access to the workflow under review.

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 ITO_API_KEY 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.

Source and attribution

Source:affaan-m/eccinskills/prediction-market-risk-reviewat commitef648e0

License: No license

Content belongs to its original authors. SourceWeft indexes it from a public repository.

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