# Challenging Implementations

> Use when someone presents a technical, software, or AI/ML implementation — whether a problem, idea, approach, code snippet, or full repository — and needs it challenged before shipping. Forces correctness, completeness, scalability, security, and maintainability review with scored ratings and real-world postmortem evidence.

## Facts
- Page: https://tashan.sh/capability/skill-jerry7991-challenging-implementations
- tashan id: skill:jerry7991/challenging-implementations
- Source: https://github.com/jerry7991/nova-thesis
- Type: skill
- Category: other
- tashan score: not scored (catalogued only — too little public evidence)
- Adoption: 9.0
- Upkeep: 84.0
- Freshness: 65.0
- Evidence coverage: 84% of the inputs this score can use
- Health: active
- Instruction depth: not yet graded
- GitHub stars: 12
- License: MIT
- Official: no

## Install

```sh
cp -r challenging-implementations ~/.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 2026-08-14 by tashan (https://tashan.sh) from public evidence. Scorer s5.