Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
Autoharness enables AI agents to capture and codify reusable lessons from active coding sessions. It identifies corrected approaches and non-trivial techniques, transforming transient conversation history into a structured skill library.
This process helps automation builders maintain a consistent set of durable preferences and technical rules, ensuring that corrected mistakes are remembered and superseded by the most current methods.
WHO IT'S FOR
AI agent / automation builders
creating self-improving skill libraries for agents
Claude Code power users
automating the capture of durable coding preferences
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.