About this skill
Use when prioritizing work in an AI-assisted codebase, designing agent autonomy levels, deciding what to automate vs keep manual, or evaluating whether a process/tool adds value. Covers Theory of Constraints for AI-era engineering: cheap code production, human review/validation/decision bottlenecks, Five Focusing Steps, constraint-aware process design, attention audits, and constraint-shift modeling. Do NOT use for task-effort estimation, backlog scoring with RICE/WSJF/ICE, or routing a task to a specific model.
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: 5d2d4315231049ba836e70cb0cf8010917ce01eab7b03cc53fe9c52679dbe438
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.