About this skill
Use this when: audit my system prompt, review my AI pipeline for complexity, find compensating complexity, what can I remove from my prompt, system prompt audit, pipeline audit, prompt bloat, my prompt is too long, clean up my system prompt, analyze my AI system's instructions, is my system prompt outcome-based, what instructions are unnecessary, duct tape in my AI system, technical debt in my prompt
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: 7e46dd938f557f2afcf82f707b56519c6bd65fd7eaaaf3d2e0c665d78a4852f6
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.