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Audit Derivability

Agent skill
1 skill

Audit whether a documentation file earns its existence — could a fresh agent re-derive its conclusions by exploring the code, config, metadata, and structure itself? Read-only classifier: weighs each doc on derivability x re-derivation cost x drift risk x fact ownership and returns a verdict — delete, convert-to-pointer, keep-as-derivation-cache (drift-control required), or keep-owns-facts (rationale, decisions, constraints, external facts are non-derivable). Audience-aware: agent-facing surfaces get the full axe because exploration is cheap; human-facing docs weigh human derivation cost and clear a higher deletion bar. Use when: 'is this doc worth keeping', 'audit doc value', 'derivability', 'could an agent figure this out itself', 'should this doc exist', 'this doc just restates the code', 'prune redundant docs', 'does this doc earn its maintenance', before deleting a doc or before writing one that restates the codebase — not line-level noise inside a doc worth keeping (use /docs-hygiene:audit-noise), cross-file duplication (/docs-hygiene:extract-ssot), prose flavor (/docs-hygiene:compress), or code-mismatch staleness (a doc-drift detector).

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGrowth & marketingStars0

About this skill

Audit whether a documentation file earns its existence — could a fresh agent re-derive its conclusions by exploring the code, config, metadata, and structure itself? Read-only classifier: weighs each doc on derivability x re-derivation cost x drift risk x fact ownership and returns a verdict — delete, convert-to-pointer, keep-as-derivation-cache (drift-control required), or keep-owns-facts (rationale, decisions, constraints, external facts are non-derivable). Audience-aware: agent-facing surfaces get the full axe because exploration is cheap; human-facing docs weigh human derivation cost and clear a higher deletion bar. Use when: 'is this doc worth keeping', 'audit doc value', 'derivability', 'could an agent figure this out itself', 'should this doc exist', 'this doc just restates the code', 'prune redundant docs', 'does this doc earn its maintenance', before deleting a doc or before writing one that restates the codebase — not line-level noise inside a doc worth keeping (use /docs-hygiene:audit-noise), cross-file duplication (/docs-hygiene:extract-ssot), prose flavor (/docs-hygiene:compress), or code-mismatch staleness (a doc-drift detector).

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
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Content SHA-256: 75eb171207232dabb0ac0f04aed174db8b7bc041bc7a5a6e613cd2bcacd83c1b

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About this listing

Category
Growth & marketing
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.
Audit Derivability | Agent Skills Atlas