Agent Skills › rohitg00/pro-workflow › replay-learnings

replay-learnings

GitHub

在任务开始前检索并展示相关的历史学习记录和错误修正，通过关键词匹配和会话历史分析，按相关性排序提供经验教训，帮助避免重复犯错并优化工作策略。

skills/replay-learnings/SKILL.md rohitg00/pro-workflow

Trigger Scenarios

启动新任务前询问过往经验或教训时输入'replay'或'remind me about'等指令时

Install

npx skills add rohitg00/pro-workflow --skill replay-learnings -g -y

More Options

Use without installing

npx skills use rohitg00/pro-workflow@replay-learnings

指定 Agent (Claude Code)

npx skills add rohitg00/pro-workflow --skill replay-learnings -a claude-code -g -y

安装 repo 全部 skill

npx skills add rohitg00/pro-workflow --all -g -y

预览 repo 内 skill

npx skills add rohitg00/pro-workflow --list

SKILL.md

Frontmatter

{
    "name": "replay-learnings",
    "description": "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\"."
}

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

Extract keywords from the task description (e.g. "auth refactor" → auth, middleware, refactor).

Search learnings/memory for matching patterns:

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"

Check session history for similar work — what was the correction rate?
Surface the top learnings ranked by relevance.
If no learnings found, suggest starting with the scout agent to explore first.

Output

REPLAY BRIEFING: <task>
=======================

Past learnings (ranked by relevance):
  1. [Testing] Always mock external APIs in auth tests (applied 8x)
     Mistake: Called live API in tests, caused flaky failures
  2. [Navigation] Auth middleware is in src/middleware/ not src/auth/ (applied 5x)
  3. [Quality] Add error boundary around auth state changes (applied 3x)

Session history for similar work:
  - 2026-02-01: auth refactor — 23 edits, 2 corrections (8.7% rate)
  - 2026-01-28: auth middleware — 15 edits, 4 corrections (26.7% rate)
    ^ Higher correction rate — review patterns before starting

Suggested approach:
  - Mock external APIs (learning #1)
  - Check src/middleware/ first for auth code (learning #2)

Guardrails

Rank by relevance, not recency.
Include the original mistake context so the learning is actionable.
Flag high correction-rate sessions as areas requiring extra care.
If no learnings match, say so explicitly rather than forcing irrelevant results.