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Distill and persist reusable experience, lessons learned, and thinking patterns into the knowledge library. Supports comprehensive task distillation, ad-hoc experience capture from conversation, and experience-to-skill promotion. Use when the user says 'what did we learn', 'capture this insight', 'distill experience', or wants to save lessons for future tasks.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Distill and persist reusable experience, lessons learned, and thinking patterns into the knowledge library. Supports comprehensive task distillation, ad-hoc experience capture from conversation, and experience-to-skill promotion. Use when the user says 'what did we learn', 'capture this insight', 'distill experience', or wants to save lessons for future tasks.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

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: 0ddb9ffb1230963f3c142fb4935555c46868538bee6c25cbca6ea58698bbac38

About scan coverage and limitations

About this listing

Category
General
Reported license
MIT
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.
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