replay-learnings

仓库创建 2026年2月2日最近提交 6 天前SkillHot 收录 20 天前

▸ 精选理由

把过去的失败转成可复用知识，降低重复错误概率。

这个 Skill 做什么

在开始任务前检索并回放历史教训与相关纠错记录。

在开工前把和当前任务相关的历史教训和纠错记录检索并回放，提醒你避免以前犯过的错误。适合每次开始重构、上线或新功能前使用，能在起步时就把注意点摆清楚。它会根据任务关键词搜历史学习条目、提取常见模式并给出可操作的提醒，让决策更有记忆性和连续性。

▸ 展开 SKILL.md 英文原文

Surface past learnings relevant to the current task before starting work. Searches correction history, recalls past mistakes, and applies prior patterns. Use when starting a task, saying "what do I know about", "previous mistakes", "lessons learned", or "remind me about".

研究检索经验复用历史回放错误回顾通用

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安装 / 使用

给你的 Agent 一句话（通用）

帮我安装这个 skill：https://raw.githubusercontent.com/rohitg00/pro-workflow/main/skills/replay-learnings/SKILL.md

或 curl 直取 SKILL.md

curl -fsSL "https://raw.githubusercontent.com/rohitg00/pro-workflow/main/skills/replay-learnings/SKILL.md"

SKILL.MD 节选查看完整文件 ↗

# Replay Learnings

Like muscle memory for your coding sessions. Find and surface relevant learnings before you start working.

## Trigger

Use when starting a new task, saying "what do I know about", "before I start", "replay", or "remind me about".

## Workflow

1. Extract keywords from the task description (e.g. "auth refactor" → `auth`, `middleware`, `refactor`).
2. Search learnings/memory for matching patterns:
   ```bash
   grep -i "auth\|middleware" .claude/LEARNED.md 2>/dev/null
   grep -i "auth\|middleware" .claude/learning-log.md 2>/dev/null
   grep -A2 "\[LEARN\]" CLAUDE.md | grep -i "auth\|middleware"
   ```
3. Check session history for similar work — what was the correction rate

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