Agent Context Audit
Audit a repo's agent context, CLAUDE.md files, codebase docs, skills, and tool/MCP...
Install
npx skills add AI-Builder-Club/skills --skill agent-context-audit -g -a claude-code -y- Repository
- AI-Builder-Club/skills1.3k
- Category
- Design
- Updated
- 2mo ago
- License
- See repository
- Context cost
- Mediumabout 1,999 tokens
- Runs scripts
- No, instructions only
What it does
Audit a repo's agent context, CLAUDE.md files, codebase docs, skills, and tool/MCP designs, against Anthropic's Claude 5 context-engineering guidance ("unhobbling": Anthropic cut ~80% of Claude Code's system prompt with no eval loss). Finds overconstraint, conflicting instructions, redundancy, stale facts, and missing "unknown knowns"; produces a scored findings report with concrete rewrites, then applies approved fixes. Use when someone says "audit my CLAUDE.md", "context audit", "unhobble this repo", "review our agent docs/skills/tools", or after upgrading to Claude 5-generation models.
agent-context-audit, unhobble this repo's agent context
Goal: find where this repo's context (CLAUDE.md, docs, skills, tool designs) hobbles a Claude 5-generation model, overconstrains it, contradicts itself, repeats itself, or hides context the model actually needs, and leave behind a findings report plus approved fixes.
Background: Anthropic removed over 80% of Claude Code's system prompt for Claude 5 models with no measurable loss on coding evals. Older context was written for models that needed rules; newer models need judgment, good interfaces, and the facts they can't infer. This skill audits against that shift, plus the "finding your unknowns" framework (the gap between the map, your prompts/docs, and the territory, the actual codebase).
You are auditing first, fixing second. Do not edit anything until Step 4.
The six shifts (the audit rubric)
Every finding maps to one of these. Cite the shift number in the report.
