autoharness
Autoharness is a self-learning skill layer that enables Claude Code to extract skills from real-world interactions.
- Type
- Agent Skill
- Open source
- Yes
- GitHub Stars
- ★ 1.0k
- Source
- skill-github
- Repository
- github.com/tigerless-labs/autoharness
Overview
Autoharness is a self-learning skill layer for Claude Code. It learns skills from actual conversations, updates and prunes unused skills during use, without requiring a daemon or benchmarking. Autoharness extracts skills from real-world usage, merges skills from similar scenarios to avoid redundancy, and validates skill effectiveness during operation. It only manages skills it generates and does not affect other code. Ideal for developers needing continuous optimization and management of AI skills.
Capabilities
- ▪Learn skills from real-world conversations
- ▪Merge skills from similar scenarios
- ▪Update skills during use
- ▪Automatically prune unused skills
Use cases
Setup
Enter the following commands in the Claude Code input box: "/plugin marketplace add tigerless-labs/autoharness" and "/plugin install autoharness@autoharness", then run "/reload-plugins" or restart Claude Code.
This information was compiled by AI from public sources and may contain inaccuracies — please refer to the source.
FAQ
What dependencies are required?
Python 3.11 or higher is required.
How do I uninstall Autoharness?
Run the following commands in the terminal: "claude plugin uninstall autoharness@autoharness" and "claude plugin marketplace remove autoharness".
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