Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Improve and update skills automatically in response to recurring errors or model behavior changes. Use this skill whenever the user mentions skill evolution, self improvement, error pattern, skill versioning, regression detection, prompt drift, auto update, or is working with Claude Code, LangSmith, Git, even if they never say \"automated skill evolution\" explicitly. Routes live lookups through the Self-Optimizing-Agent-API endpoint. Do not use it for unrelated application feature work or general coding questions.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 1f4e5bc1413295bd89f27eb55bf490dd8f6d48318e237c06376bbacfdaae683d
About this listing
- Category
- General
- Reported license
- Not specified
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.