# Security Review · Parallelloop-ai

> Write-time security review of changes that touch risky surfaces - input handling, authentication and authorization, secrets, queries, file and network operations, or new dependencies. Use when asked for a security review or audit of code, when a diff touches any risky surface above, before merging changes to auth, payment, upload, or API-boundary code, or as the security stage of a code review. Produces confidence-rated findings with concrete attack scenarios and fixes, checked against a vulnerability-class reference.

## Facts
- Page: https://tashan.sh/capability/skill-parallelloop-ai-security-review
- tashan id: skill:Parallelloop-ai/security-review
- Source: https://github.com/Parallelloop-ai/ai-sdlc
- Type: skill
- Category: security
- tashan score: not scored (catalogued only — too little public evidence)
- Adoption: 17.0
- Upkeep: 62.0
- Freshness: 94.0
- Evidence coverage: 84% of the inputs this score can use
- Health: active
- Instruction depth: not yet graded
- Official: no

## Install

```sh
cp -r security-review ~/.claude/skills/
```

## Security audit
Not scanned. We audit npm-published capabilities; this one has no npm package we can resolve, or has not reached the queue. This is not a clean bill of health.

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Measured 2026-09-13 by tashan (https://tashan.sh) from public evidence. Scorer s5.