thumperL

thumperL / claude-worktrace

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Auto-capture session work, learn from corrections, generate standups — three Claude Code skills that persist what matters across sessions

17
0
100% credibility
Found Mar 20, 2026 at 17 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

A collection of automation skills for Claude Code that capture session transcripts into narrative worklogs, detect and persist user preferences, and generate standup reports or summaries from logged activities.

How It Works

1
📖 Discover the helper

You hear about claude-worktrace, a smart way to automatically save summaries of your AI coding adventures so nothing gets lost.

2
💾 Grab the packs

Download the three simple helper packs from the latest share online.

3
🪄 Let AI set it up

Open your AI coding buddy in that folder, paste easy instructions, and watch it create folders and get ready all by itself.

4
👨‍💻 Code as usual

Jump into your regular coding sessions with your AI helper, steering it however you like.

5
✨ Magic summaries appear

At the end of each session or quick reset, it quietly reads everything and saves a clear story of what you built, fixed, and decided.

6
📊 Check your progress

Ask for a quick daily update, weekly roundup, or monthly review to see all your wins.

✅ Progress preserved

Your AI now remembers your favorite ways to work, your work history is safe and searchable, and you always know what you've accomplished.

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Star Growth

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AI-Generated Review

What is claude-worktrace?

claude-worktrace delivers three Python skills for Claude Code that auto-capture session work across sessions, learn from your corrections, and generate standups—ensuring what matters persists without manual effort. It hooks into compactions, clears, and session ends to turn transcripts into narrative summaries like "Fixed auth race condition," while detecting steers such as "use Hono not Express" to build global or project-scoped preferences. Worklogs and preferences sync to ~/Documents/AI/ via iCloud, staying active in Claude's memory next time.

Why is it gaining traction?

Zero-setup hooks make it invisible yet powerful: you code normally, it auto-captures code sessions and corrections in one Sonnet API call per event. Unlike basic logging, it produces colleague-ready bullets, not raw edits, and CLI tools like `--standup` or `--weekly` output polished reports instantly. Developers hook on the persistence—preferences apply automatically, reducing repeated steering.

Who should use this?

Claude Code CLI users grinding daily sessions on backend APIs or scripts, tired of re-explaining fixes. Solo founders prepping standups from scattered work without note-taking. Remote Python devs iterating prototypes who want AI to learn their style from corrections over weeks.

Verdict

With 17 stars and 1.0% credibility score, it's an early, unproven gem—strong docs and automated releases lower the barrier, but lacks broad testing. Try the .skill installs if Claude drives your workflow; the auto-capture could transform session chaos into persistent value.

(198 words)

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