bitter-lesson-audit
CommunityFind harness overfitting before it fossilizes
Software Engineering#prompt engineering#claude code#overfitting#workflow review#harness audit#bitter lesson
AuthorFesto-Wampamba
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill reviews a Claude Code harness for rules, hooks, and skills that compensate for today's model weaknesses instead of enduring constraints.
Core Features & Use Cases
- Identifies capability scaffolding, durable safeguards, and ambiguous cases in Claude Code setup files.
- Flags redundant verification, brittle triggers, and procedural overengineering that may age badly as models improve.
- Produces a concrete modernization plan with examples pulled from the actual configuration.
Quick Start
Ask this Skill to audit your Claude Code setup and tell you which rules and hooks are future-proof versus overfitted.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: bitter-lesson-audit Download link: https://github.com/Festo-Wampamba/Claude-Features/archive/main.zip#bitter-lesson-audit Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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