# 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.

- **Type:** Skill
- **Install:** `agentstack add skill-affaan-m-ecc-prediction-market-risk-review`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [affaan-m](https://agentstack.voostack.com/s/affaan-m)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [affaan-m](https://github.com/affaan-m)
- **Source:** https://github.com/affaan-m/ECC/tree/main/skills/prediction-market-risk-review
- **Website:** https://ecc.tools

## Install

```sh
agentstack add skill-affaan-m-ecc-prediction-market-risk-review
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# 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 & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [affaan-m](https://github.com/affaan-m)
- **Source:** [affaan-m/ECC](https://github.com/affaan-m/ECC)
- **License:** MIT
- **Homepage:** https://ecc.tools

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-affaan-m-ecc-prediction-market-risk-review
- Seller: https://agentstack.voostack.com/s/affaan-m
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.