Development
MCP
stage_skill
Install
> /plugin marketplace add tigerless-labs/autoharness > /plugin install autoharness@autoharness
Connecting it
Transportpython3The stage_skill server comes with the plugin over the python3 transport. Configure it in your .mcp.json after install.
Ships withautoharness
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.
Get the whole plugin