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Rl Optimization

Agent skill
1 skill

Apply reinforcement learning principles when working on spec-kit-extensions. Auto-activates when: (1) editing command prompts in commands/.md, (2) modifying workflow templates in extensions/workflows/, (3) discussing user feedback about workflow friction, (4) reviewing issues or PRs mentioning prompt clarity or template problems, (5) analyzing chat logs or workflow usage from other repositories. Helps ensure changes improve prompt effectiveness and template utility.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

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

Skill stats

Skills1CategoryGeneralStars0

About this skill

Apply reinforcement learning principles when working on spec-kit-extensions. Auto-activates when: (1) editing command prompts in commands/.md, (2) modifying workflow templates in extensions/workflows/, (3) discussing user feedback about workflow friction, (4) reviewing issues or PRs mentioning prompt clarity or template problems, (5) analyzing chat logs or workflow usage from other repositories. Helps ensure changes improve prompt effectiveness and template utility.

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: 0f99d9cb1810958fdb134b1438898ae4e21a2bc4972ae6a3a52ba7c03bb9f3b5

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.
Rl Optimization | Agent Skills Atlas