tigerless-labs/autoharness

Autoharness — a self-learning skill layer for Claude Code — distills skills from your real sessions, updates them as you work, and prunes the ones that stop getting used. No daemon, no benchmark.

AI agentsPython#agent-skills#claude-code#claude-code-plugin#llm-agents#python

1.9 Cooling Magnitude out of 10. Star growth looks organic. Data as of September 18, 2026.

Open on Seismograph Open on GitHub

About the project

A Claude Code plugin that distills skills from your real sessions, merges similar ones, updates those in use, and prunes unused ones. Runs as a Python hook and MCP server with no third-party dependencies.

Useful for

Install the plugin and let it accumulate skills from your working sessions automatically
Run /learn after solving a task to keep the lesson immediately
Tune reflection cadence via AUTOHARNESS_REFLECT_EVERY_N to match your workflow

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

21 stars so far today, about 26 expected by the end of the day.
Interest is fading: the two-day pace is 14% of the previous week and a half.
About 5 forks a day — people are taking the code.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 4,359
Stars in a day: 26
Forks: 305
Issues and pull requests: 166
Watchers: 148
Language: Python
License: MIT
Created: June 9, 2026
Last push: September 4, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in

September 16, 2026Top new repositories in the last 4 months: #95
September 15, 2026Top new repositories in the last 4 months: #94

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/tigerless-labs/autoharness.svg?lang=en)](https://gitnova.dev/en/r/tigerless-labs/autoharness)

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