Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Continuous learning pipeline that captures session experiences, performs batch learning via GRPO, and transfers validated knowledge between System 1 and System 2 caches. Auto-activates when: session end, pattern discovery during routing, knowledge transfer triggers, manual /learn command. Triggers: learn, experience, knowledge, transfer, promote, demote, grpo, batch, pattern, skill development, growth, continuous improvement
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: e8065754ed3a34c3d31efd1e15372e579051a93140975c200ecdd8e37a2a4d63
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.