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Library Fitness Review

Agent skill
1 skill

Trigger a comprehensive whole-corpus library-fitness review with ten persona reviewers when a governance/security documentation library undergoes a major change (new domain dir, new document type, multiple governance rule additions, major restructure) or quarterly minimum. Each invocation dispatches a fan-out of independent persona subagents (executive, security practitioner, GRC practitioner, auditor, policy editor, process owner, skeptical reader, adoption practitioner, privacy officer, newcomer) who review every page from a fresh-reader perspective without inheriting maintainer mental models. Catches comprehensibility, usability, logical-structure, standardisation, governance/security quality, auditability, maintainability, and reader-experience gaps that per-PR validation sweeps and mechanical audit gates do not detect. Surfaces prioritized recommendations and a discrete remediation backlog the maintainer drives through subsequent PRs.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

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

Skill stats

Skills1CategorySecurityStars0

About this skill

Trigger a comprehensive whole-corpus library-fitness review with ten persona reviewers when a governance/security documentation library undergoes a major change (new domain dir, new document type, multiple governance rule additions, major restructure) or quarterly minimum. Each invocation dispatches a fan-out of independent persona subagents (executive, security practitioner, GRC practitioner, auditor, policy editor, process owner, skeptical reader, adoption practitioner, privacy officer, newcomer) who review every page from a fresh-reader perspective without inheriting maintainer mental models. Catches comprehensibility, usability, logical-structure, standardisation, governance/security quality, auditability, maintainability, and reader-experience gaps that per-PR validation sweeps and mechanical audit gates do not detect. Surfaces prioritized recommendations and a discrete remediation backlog the maintainer drives through subsequent PRs.

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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About this listing

Category
Security
Reported license
CC-BY-SA-4.0
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.
Library Fitness Review | Agent Skills Atlas