How-toMulti-source

Claude Code 新技巧:用 /claude-api prompt-audit 清理过时指令

Ran into @lydiahallie (Claude Code @AnthropicAI) at #AIECode. Her tip I use every day: run /claude-...

Why we picked it

Lydia Hallie 在 AIECode 上分享的这个小命令,我天天在用。跑一下 /claude-api prompt-audit,它会检查你的 CLAUDE.md 和 skills,把对新一代 Claude 模型没用的旧指令删掉。维护 Claude Code 项目的开发者都该试试。

Anthropic 的 Claude Code 团队成员 Lydia Hallie 在 #AIECode 大会上分享了一个实用命令:/claude-api prompt-audit。

Body

该命令会审计项目中的 CLAUDE.md 文件和 skills 配置,剥离其中对新版模型已不再需要的指令。

发布者表示自己每天都在使用这个命令。随着 Claude 模型迭代,旧提示词中针对旧模型行为的补丁式指令可能变成冗余甚至干扰,这个命令正是为清理这类历史遗留指令而设计。

Original · AI Will

Ran into @lydiahallie (Claude Code @AnthropicAI) at #AIECode. Her tip I use every day: run /claude-...

Ran into @lydiahallie (Claude Code @AnthropicAI ) at #AIECode . Her tip I use every day: run /claude-api prompt-audit — it strips the instructions your CLAUDE.md and skills no longer need for new models.📊 3 ⚡

Industry Coordinates & Source Verification

This report is categorized under AITOP's "How-to" desk, focusing on US frontier AI labs and Silicon Valley technology leaders. Within our cross-regional analytical framework, it directly maps to AI developer toolchains, coding agents, and engineering workflows. Key entities and technical topics under continuous tracking include Claude Code, CLAUDE.md, 提示词工程, Anthropic.

Source attribution: curated from AI Will (@FinanceYF5). Cross-source corroboration: 11 independent sources have covered this development (including Gary Marcus, 宝玉, IT之家), confirming industry-wide signal strength.