agent-context-audit
能有效发现并修正会限制生成模型能力的上下文问题，提升代理效果与一致性。
审计仓库中的代理上下文（CLAUDE.md、skills 等），找出过度约束或冲突指令并给出修复。
审查仓库里的 CLAUDE.md、skills 和工具文档，找出对 Claude 5 过度约束、相互冲突或过时的上下文，并给出可执行的改写建议。在有人说“审计 CLAUDE.md”“unhobble 仓库”或准备升级到 Claude 5 时用。基于 Anthropic 的“unhobble”思路输出打分发现清单，能生成具体重写并把通过的修订应用回仓库。
▸ 展开 SKILL.md 英文原文
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.
帮我安装这个 skill：https://raw.githubusercontent.com/AI-Builder-Club/skills/main/skills/agent-context-audit/SKILL.mdcurl -fsSL "https://raw.githubusercontent.com/AI-Builder-Club/skills/main/skills/agent-context-audit/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