Prediction Market Risk Review
SkillCommerce & financePrediction-market-risk-review is a skill that reviews prediction-market, basket, oracle, and trading-agent workflows for compliance, safety, data-quality, privacy, and execution risk. It runs before a workflow handles venue authentication, user portfolio data, API keys, or trade planning, and returns pass/warn/fail findings with required mitigations and a safe next
Available today. Use it from your connected AI after setup.
No other account needed.
Have the prediction-market, basket, oracle, or trading-agent workflow you plan to run ready for review.
Then ask your AI: use the Prediction Market Risk Review skill
What your AI can do with it
- Enforces an advice boundary so outputs stay informational with explicit user decision poin
- Checks venue terms, geography restrictions, account limits, and API rules, flagging regula
- Reviews market liquidity, spread, resolution rules, stale prices, and source timestamps fo
- Blocks requests to store private keys, seed phrases, or passwords and keeps API keys out o
- Minimizes and redacts user portfolio and financial data in public artifacts
- Requires circuit breakers, spend limits, dry runs, and human approval before execution-cap
Getting started
- Have the prediction-market, basket, oracle, or trading-agent workflow you plan to run ready for review.
- Add the prediction-market-risk-review skill to your agent's available skills.
- Invoke the skill before the workflow touches venue authentication, portfolio data, API keys, or trade planning.
- Read the returned scope, pass/warn/fail findings, blocked actions, and required mitigations.
- Follow the safe next step it reports, and provide a separate implementation plan plus explicit user approval if execution is involved.
What this skill tells your AI
The instructions your AI receives, as published by affaan-m/ecc in skills/prediction-market-risk-review/SKILL.md and read by ahel’s 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_KEYand 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:
- scope reviewed
- pass/warn/fail findings
- blocked actions
- required mitigations
- safe next step
If any execution-capable step is requested, require a separate implementation plan and explicit user approval.
Signals
- GitHub stars
- 268k
- Forks
- 40k
- Last commit
- Sep 2026
Questions
- When should this skill be used?
- Before any prediction-market workflow handles venue auth, user portfolio data, API keys, or trade planning, or touches user financial context, automation, or execution-capable tools.
- What does the review return?
- The scope reviewed, pass/warn/fail findings, blocked actions, required mitigations, and a safe next step.
Advanced
- Item type
- skill
- Key
prediction-market-risk-review- Source
- github.com/affaan-m/ecc