Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Use when you must prove a claim about this repo's token budgets, description trigger-reliability, hook-blocking behavior, multi-agent session cost, or a counter's trustworthiness before citing it in a review or merge decision, rather than eyeballing it or trusting a hook that merely looks wired. Covers hand-deriving token math, live-fire hook payloads, write-path-to-commit tracing, refute-first fix verification, each with a worked example. Not for routine tool invocation or exit-code reading (mcs-diagnostics-and-tooling), acceptance-evidence tiers (mcs-validation-and-qa), or the hunch-to-accepted-result idea lifecycle (mcs-research-methodology).
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: 030d7c9ede3e90c8a59290ce10917b53a9c9a87502725a1996409b1a93e66645
About this listing
- Category
- Science & research
- 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.