agent-context-audit

Installation
SKILL.md

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.

Installs
20
GitHub Stars
1.2K
First Seen
Jul 27, 2026
agent-context-audit — ai-builder-club/skills