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Exemplar Review

Agent skill
1 skill

Review a diff against the best exemplars for its domain — checking both whether it reinvents a community-standard tool or idiom (prior-art), and whether it clears the quality bar a recognized exemplar would hold (excellence-bar, e.g. Apple-grade UI, Stripe-grade docs). Use when the user wants a taste, quality, or idiom pass, asks "is this -grade?", "what would think?", "are we reinventing the wheel?", "is there a standard way?", or runs /exemplar-review. Complements correctness/simplify/maintainability reviewers with the perspective they structurally lack.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

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

Skill stats

Skills1CategoryGeneralStars0

About this skill

Review a diff against the best exemplars for its domain — checking both whether it reinvents a community-standard tool or idiom (prior-art), and whether it clears the quality bar a recognized exemplar would hold (excellence-bar, e.g. Apple-grade UI, Stripe-grade docs). Use when the user wants a taste, quality, or idiom pass, asks "is this -grade?", "what would think?", "are we reinventing the wheel?", "is there a standard way?", or runs /exemplar-review. Complements correctness/simplify/maintainability reviewers with the perspective they structurally lack.

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
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

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: 32ad521ff49d82eeb87ba263d07749010fbda3d2ab010b7585c5154b8123af32

About scan coverage and limitations

About this listing

Category
General
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.
Exemplar Review | Agent Skills Atlas