Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when (1) a command, tool, API, or operation fails; (2) the user corrects you or rejects your work; (3) you realize your knowledge is outdated or incorrect; (4) you discover a better approach; (5) the user explicitly installs or references the skill for the current task.
How to install self-improving?
cloudchef/atlasclaw-providers/self-improving
$npx -y skills add cloudchef/atlasclaw-providers --skill self-improvingInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/cloudchef/atlasclaw-providers" --skill "cloudchef/atlasclaw-providers/self-improving"` 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/cloudchef/atlasclaw-providers" that are relevant to the current task. Run `npx skills add "https://github.com/cloudchef/atlasclaw-providers"` and select the relevant skills, then follow their instructions.
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