Agent self-evolution system. Collects signals from user feedback, stores execution trajectories (golden + correction pairs), analyzes patterns, proposes mutations to workspace files, and generates HTML reports. Trigger with "/evolve" or when the user asks to improve agent behavior. Also use when the user says "remember this pattern", "don't do X again", or "that was a good approach, save it".
$npx -y skills add volcengine/agentkit-samples --skill byted-ark-evolveInstalls into the current project.
Run `npx skills use "https://github.com/volcengine/agentkit-samples" --skill "volcengine/agentkit-samples/byted-ark-evolve"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/volcengine/agentkit-samples" that are relevant to the current task. Run `npx skills add "https://github.com/volcengine/agentkit-samples"` and select the relevant skills, then follow their instructions.