Use when designing the deterministic health-tooling layer for a skill library, diagnosing why an existing library is decaying invisibly, deciding which categories of automated check to add (inventory, protocol consistency, conflict detection, routing health, drift sentinel), debugging eval-threshold violations across many skills at once, or auditing whether a skill-system has the safety nets a production library needs. Covers the five categories of skill-health tooling, the library-as-database mental model, eval quality patterns (minimum thresholds, contradiction-check pattern, negative-expectation requirement), maintenance workflows triggered by batch skill changes, and the anti-patterns that cause skill libraries to decay until agents loading them get worse over time. Do NOT use for authoring an individual SKILL.md (use skill-scaffold), for running the conformance audit on the Skill Graph repo itself (use graph-audit), or for general lint rule selection across a codebase (use lint-overlay).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryEngineeringStars0
About this skill
Use when designing the deterministic health-tooling layer for a skill library, diagnosing why an existing library is decaying invisibly, deciding which categories of automated check to add (inventory, protocol consistency, conflict detection, routing health, drift sentinel), debugging eval-threshold violations across many skills at once, or auditing whether a skill-system has the safety nets a production library needs. Covers the five categories of skill-health tooling, the library-as-database mental model, eval quality patterns (minimum thresholds, contradiction-check pattern, negative-expectation requirement), maintenance workflows triggered by batch skill changes, and the anti-patterns that cause skill libraries to decay until agents loading them get worse over time. Do NOT use for authoring an individual SKILL.md (use skill-scaffold), for running the conformance audit on the Skill Graph repo itself (use graph-audit), or for general lint rule selection across a codebase (use lint-overlay).
Quick start
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Use when designing the deterministic health-tooling layer for a skill library, diagnosing why an existing library is decaying invisibly, deciding which categories of automated check to add (inventory, protocol consistency, conflict detection, routing health, drift sentinel), debugging eval-threshold violations across many skills at once, or auditing whether a skill-system has the safety nets a production library needs. Covers the five categories of skill-health tooling, the library-as-database mental model, eval quality patterns (minimum thresholds, contradiction-check pattern, negative-expectation requirement), maintenance workflows triggered by batch skill changes, and the anti-patterns that cause skill libraries to decay until agents loading them get worse over time. Do NOT use for authoring an individual SKILL.md (use `skill-scaffold`), for running the conformance audit on the Skill Graph repo itself (use `graph-audit`), or for general lint rule selection across a codebase (use `lint-overlay`).
About this listing
Category
Engineering
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.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI