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Friction Auditor

Agent skill
1 skill

Rigorous product audit of an already-built feature to detect UX friction, functional gaps, and user risk, then produce actionable, prioritized, and justified recommendations (never generic). Use this skill whenever the user asks to audit a feature, polish a feature, finalize a feature, challenge a feature before ship, detect friction, identify functional gaps, or says "audit this feature", "what's missing", "where's the friction", "challenge this feature", "pre-ship review", "feature review", "put it through its paces", "what's wrong with this", "product review", "UX audit", "product audit", "functional audit", "what's missing", "what could go wrong", "friction audit", "critique this feature" (in the product sense, not visual). Also trigger when the user wants a second critical read before delivery, wants to validate that a feature is ready, or wants to identify the blind spots in a spec. Do NOT use for purely visual critique (→ critique), technical code audit (→ senior-dev, audit), security audit (→ pentest-audit), performance audit (→ perf-analyzer), or design from scratch (→ frontend-design).

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

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

Skill stats

Skills1CategorySecurityStars0

About this skill

Rigorous product audit of an already-built feature to detect UX friction, functional gaps, and user risk, then produce actionable, prioritized, and justified recommendations (never generic). Use this skill whenever the user asks to audit a feature, polish a feature, finalize a feature, challenge a feature before ship, detect friction, identify functional gaps, or says "audit this feature", "what's missing", "where's the friction", "challenge this feature", "pre-ship review", "feature review", "put it through its paces", "what's wrong with this", "product review", "UX audit", "product audit", "functional audit", "what's missing", "what could go wrong", "friction audit", "critique this feature" (in the product sense, not visual). Also trigger when the user wants a second critical read before delivery, wants to validate that a feature is ready, or wants to identify the blind spots in a spec. Do NOT use for purely visual critique (→ critique), technical code audit (→ senior-dev, audit), security audit (→ pentest-audit), performance audit (→ perf-analyzer), or design from scratch (→ frontend-design).

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: 5b02eb965bb4fdda907080202a7729d33008311819d28e93fa2f75a64379e0fd

About scan coverage and limitations

About this listing

Category
Security
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.
Friction Auditor | Agent Skills Atlas