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autoharnessby Tigerless LabsProductivityGitHub stars: 6.6k

AutoHarness plugin: what it installs and how to add it

Learns and maintains Claude Code skills from real sessions, consolidating duplicates and pruning skills that fall out of use.

From the Marketplace: autoharness marketplace

Install

> /plugin marketplace add tigerless-labs/autoharness> /plugin install autoharness@autoharness

Run both lines inside Claude Code: the first adds the marketplace, the second installs the plugin.

What is inside

  • 1skill
  • 2agents
  • 4hooks
  • 1MCP server

About this plugin

AutoHarness watches Claude Code sessions and distils useful lessons into skills, then keeps those skills maintained over time. It groups similar skills instead of creating near-duplicates, tracks whether skills are followed in later work, and removes generated skills that stop being useful. It only changes skills created by the plugin.

It runs in the background through session hooks and stores learned skills in .claude/skills/. Python 3.11 or newer must be available as python3 on the PATH; it uses no third-party Python dependencies.

What's inside

  • 1 skill: learn
  • 2 agents: curator and reflector
  • 4 hooks
  • 1 MCP server

Skills, not plugins

Prefer a single skill for productivity work? 109 skills in the same category, each installed on its own.

Productivity skills