sentient-agi/EvoSkill
An open-source framework that automatically discovers and synthesizes reusable skills from failed agent trajectories to improve coding agent performance.
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EvoSkill is an automated skill discovery and synthesis framework designed to improve coding agents. It analyzes failed trajectories to identify skill gaps, then generates and evaluates multiple skill and prompt mutations on held-out data. Each iteration produces an improved agent program, extending prior work from single-file optimization to complete agent evolution. The toolkit provides CLI commands for initialization and execution and is compatible with multiple coding agent platforms.
Frequently asked
- What is sentient-agi/EvoSkill?
- An open-source framework that automatically discovers and synthesizes reusable skills from failed agent trajectories to improve coding agent performance.
- Is EvoSkill open source?
- Yes — sentient-agi/EvoSkill is open source, released under the Apache-2.0 license.
- What language is EvoSkill written in?
- sentient-agi/EvoSkill is primarily written in Python.
- How popular is EvoSkill?
- sentient-agi/EvoSkill has 1k stars on GitHub.
- Where can I find EvoSkill?
- sentient-agi/EvoSkill is on GitHub at https://github.com/sentient-agi/EvoSkill.