Atlas / Skills / affaan-m / Prediction Market Risk Review

Prediction Market Risk ReviewSAFE

skills/affaan-m/prediction-market-risk-review

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
263,919
01

Overview

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Read from source at commit 649b2d7452ebOBSERVED · 2026-09-21
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: prediction-market-risk-review
description: 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.
metadata:
  origin: ECC
---

# 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.
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-09-21 · audit v0.4.1 · source sha 649b2d7452ebfull audit observations/trust-audit/skill/affaan-m__prediction-market-risk-review.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-09-21649b2d7452ebSAFEB89first audit
05

Questions

What does the Prediction Market Risk Review skill do?

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Is Prediction Market Risk Review safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Prediction Market Risk Review access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (649b2d7452eb), read on 2026-09-21. The repository is watched, and a new audit runs when it changes — this is the first audit.

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