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Updated 2d ago

by wssfk12138

trace-to-practice

Evidence-backed retrospectives for AI coding-agent histories. Offline indexing, scoped workflow improvements, and bilingual documentation.

  • New — Created in the last 30 days
  • Active — Updated in the last 14 days
Works with
  • Codex

25 GitHub stars (25)

+25 in 10 days

Stars gained per day · daily snapshots since Nov 1
Stars gained per day, Nov 1 to Nov 4: +15 in total; the busiest day was Nov 3 with +8 stars.Nov 2: +1 starsNov 3: +8 starsNov 4: +6 stars
Stars gained between daily snapshots
PeriodNew stars
Nov 2+1
Nov 3+8
Nov 4+6
  • 1 skill (1 skills found in its SKILL.md files)
  • 1 forks (1 forks)
  • 2d ago last update (Last updated 2d ago)

Install

Skills CLI

npx skills add wssfk12138/trace-to-practice

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/wssfk12138/trace-to-practicecp -r "trace-to-practice" ~/.claude/skills/trace-to-practice

Copies the trace-to-practice skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add wssfk12138/trace-to-practice

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • trace-to-practice

    Periodically distill task histories into evidence-backed workflow improvements, reusable skills, scoped agent rules, persistent memory, and user habit suggestions while controlling review cost. Use for conversation retrospectives, recurring agent-error analysis, or 对话蒸馏/工作流复盘 across tasks. Do not use for a simple one-chat summary or ML model knowledge distillation.

    SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.