nwiizo

nwiizo / nippo

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19
0
100% credibility
Found Mar 27, 2026 at 19 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Rust
AI Summary

Nippo automatically generates daily work reports, reflections, and summaries by analyzing session logs from Claude Code AI coding interactions.

How It Works

1
📖 Discover nippo

You hear about a handy tool that turns your daily AI coding chats into automatic work summaries without any extra note-taking.

2
📥 Add the collector

You quickly add the simple collector program to your computer so it can gather your session details.

3
🔗 Link to your AI buddy

You connect it to your Claude Code setup with a quick link, making everything ready to go.

4
Say the magic words

In your next coding session with Claude, just type /nippo and it pulls together what you did today.

5
📊 Pick your view

Choose from daily reports, reflection questions, weekly insights, or progress shares tailored to your needs.

6
📁 Find your reports

Open the reports folder to see neat summaries of your work time, decisions, and improvements.

🎉 Reflect effortlessly

Now your daily achievements and thoughts are captured automatically, helping you grow without the hassle.

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AI-Generated Review

What is nippo?

Nippo is a Rust CLI tool and Claude Code skill that automatically generates daily reports from your AI coding sessions stored in JSONL logs. Just run `/nippo` or `nippo collect` to get markdown summaries of work done, decisions made, terminology fixes, stats like session counts and tool usage, plus reflection prompts or trends over days/weeks/months. It solves the pain of manual logging by parsing Claude Code data across projects, outputting to `reports/` folders without any extra tracking.

Why is it gaining traction?

Unlike generic time trackers, nippo extracts actionable insights like decision points ("chose Rust over Python") and project stats directly from your prompts and tools, with modes for briefs, reflections, guides, reports, and long-term trends. Customizable templates let you tweak outputs for team needs, and Rust's speed handles large logs in parallel. Developers hook on the zero-effort setup—install via Cargo, link the skill, and `/nippo` just works.

Who should use this?

Claude Code heavy users writing daily standups or weekly recaps for managers. Solo devs or agency teams like nippon express ops needing precise progress logs without spreadsheets. Anyone in Japan-inspired workflows (nippo means daily report) doing Rust projects or multi-repo sprints who wants reflection built-in.

Verdict

Try it if Claude Code is your daily driver—solid docs, MIT license, and CLI standalone mode make it low-risk despite 19 stars and 1.0% credibility score. Still early; test on real logs before production reports.

(178 words)

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