---
id: gh-prediction-market-risk-review
name: "prediction-market-risk-review"
url: https://skills.yangsir.net/skill/gh-prediction-market-risk-review
author: affaan-m
domain: legal
tags: ["risk-review", "compliance", "prediction-market", "security", "privacy"]
install_count: 1200
rating: 4.30 (120 reviews)
github: https://github.com/affaan-m/ecc/tree/main/skills/prediction-market-risk-review
---

# prediction-market-risk-review

> 该技能用于在预测市场、篮子、预言机及交易代理工作流执行前，自动审查合规性、安全性、数据质量、隐私及执行风险，确保不触碰用户金融上下文、场所认证、投资组合数据等敏感信息。价值：避免违规和损失，提供安全下一步建议。

**Stats**: 1,200 installs · 4.3/5 (120 reviews)

## Before / After 对比

### 预测市场风险审查效率

**Before**:

在没有这个技能之前，团队需要手动逐项检查预测市场工作流的合规性、安全性、数据质量等，平均耗时4小时，且容易遗漏关键风险点，错误率高达30%。

**After**:

使用该Skill后，自动执行审查门禁，0.5小时内完成全面检查，错误率降至5%，确保工作流安全合规。

| Metric | Before | After | Change |
|---|---|---|---|
| 审查时长 | 240分钟 | 30分钟 | -87.5% |
| 风险遗漏率 | 30% | 5% | -83.33% |

## Readme

# 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: https://skills.yangsir.net/skill/gh-prediction-market-risk-review*
*Markdown mirror: https://skills.yangsir.net/api/skill/gh-prediction-market-risk-review/markdown*