One repeatable pass that keeps the skill pack itself effective — the one surface no other scorecard grades. Runs the skill-effectiveness scorecard (fak skill-effectiveness-scorecard) over every .claude/skills//SKILL.md, reads the skill-debt work-list, and retires it worst-first by ADDING the real affordance — a sharp "Use when ..." trigger, a reference that resolves on disk, the commit-by-path discipline a committing skill owes the shared trunk, a witness step, a scoped allowed-tools — never by spraying a keyword. Re-measures to PROVE skill-debt dropped, regenerates the committed snapshot, and commits only the skill lane by explicit path. An instance of the /score-2x loop pointed at the skill pack; the inward counterpart of agent-readiness (the agent's front door) and quality-score (the code). Use after adding or editing a skill, when a skill cites a tool that no longer exists, or on a /loop cadence to keep every skill discoverable, safe to operate, and trustworthy.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryDeveloper toolsStars0
About this skill
One repeatable pass that keeps the skill pack itself effective — the one surface no other scorecard grades. Runs the skill-effectiveness scorecard (fak skill-effectiveness-scorecard) over every .claude/skills//SKILL.md, reads the skill-debt work-list, and retires it worst-first by ADDING the real affordance — a sharp "Use when ..." trigger, a reference that resolves on disk, the commit-by-path discipline a committing skill owes the shared trunk, a witness step, a scoped allowed-tools — never by spraying a keyword. Re-measures to PROVE skill-debt dropped, regenerates the committed snapshot, and commits only the skill lane by explicit path. An instance of the /score-2x loop pointed at the skill pack; the inward counterpart of agent-readiness (the agent's front door) and quality-score (the code). Use after adding or editing a skill, when a skill cites a tool that no longer exists, or on a /loop cadence to keep every skill discoverable, safe to operate, and trustworthy.
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.
One repeatable pass that keeps the skill pack itself effective — the one surface no other scorecard grades. Runs the skill-effectiveness scorecard (`fak skill-effectiveness-scorecard`) over every .claude/skills/*/SKILL.md, reads the skill-debt work-list, and retires it worst-first by ADDING the real affordance — a sharp "Use when …" trigger, a reference that resolves on disk, the commit-by-path discipline a committing skill owes the shared trunk, a witness step, a scoped allowed-tools — never by spraying a keyword. Re-measures to PROVE skill-debt dropped, regenerates the committed snapshot, and commits only the skill lane by explicit path. An instance of the /score-2x loop pointed at the skill pack; the inward counterpart of agent-readiness (the agent's front door) and quality-score (the code). Use after adding or editing a skill, when a skill cites a tool that no longer exists, or on a /loop cadence to keep every skill discoverable, safe to operate, and trustworthy.
About this listing
Category
Developer tools
Reported license
Apache-2.0
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.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI