{"id":"ashutos1997-claude-design-auditor-skill","name":"claude-design-auditor-skill","homepage":null,"repo_url":"https://github.com/Ashutos1997/claude-design-auditor-skill","category":"ai-ml","subcategories":[],"tags":["ai-ml","claude-skill","design-audit","accessibility","wcag","figma","design-tokens","frontend","ethics","dark-patterns"],"what_it_does":"Design Auditor is a Claude skill that audits UI/design inputs against 18 categories (including accessibility/WCAG and ethics/dark patterns). It can analyze Figma files via Figma MCP, as well as code (HTML/CSS/React/Vue), screenshots, and written descriptions, producing scored reports, prioritized issues, and developer handoff/export artifacts (e.g., Markdown, before/after diffs). It supports English and Korean.","use_cases":["Audit UI designs for typography, color/contrast, spacing/layout, and visual hierarchy","Run accessibility-focused checks (WCAG-related, including touch targets, focus states, labels, reading order)","Assess ethics/dark-pattern risks (e.g., deceptive UX, coercive flows, consent/privacy issues)","Review code for design rule compliance and generate before/after diffs for fixes","Validate Figma designs and (optionally) apply fixes in-place via Figma MCP","Create developer handoff reports (CSS spec tables, accessibility checklists, critical fixes)","Export audit results as Markdown for Notion/GitHub/Linear/Jira"],"not_for":["Replacing professional accessibility audits or legal/consumer-rights review for compliance claims","Doing exhaustive UX research or usability testing with real users","Designing brand systems requiring strong brand/visual identity governance beyond rule-based checks","Guaranteeing that an interface is free from dark patterns or fully compliant with all jurisdictional requirements"],"best_when":"You want a developer-friendly, rule-based second opinion on design quality (including WCAG-aligned accessibility and ethics/dark-pattern heuristics) for web UIs and design-system components, especially when you can provide Figma links or code/screenshots.","avoid_when":"You need definitive legal/regulatory compliance assurance, or you cannot provide enough artifacts (e.g., only vague descriptions) for the rule checks to be reliable.","alternatives":["Manual WCAG audits using established tools/processes (e.g., axe, Lighthouse, WAVE)","Design system linting/review processes (stylelint, custom lint rules)","Automated UI accessibility scanning integrated into CI","Figma plugins/workflows for contrast and accessibility checks","Dedicated UX/dark-pattern audits by specialists"],"af_score":46.2,"security_score":39.0,"reliability_score":43.8,"package_type":"skill","discovery_source":["openclaw"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T15:42:21.794440+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["Claude Skill installation via Claude.ai (no explicit auth method described in README)","Figma MCP workflow for accessing Figma resources (credentials/authorization not described in README)"],"oauth":false,"scopes":false,"notes":"No API authentication details are provided in the provided README for the skill itself. Figma MCP is mentioned as an integration path, but the specific auth mechanism (OAuth scopes, tokens, domain restrictions) is not documented in the supplied content."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing is not described in the provided README content."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":46.2,"security_score":39.0,"reliability_score":43.8,"mcp_server_quality":55.0,"documentation_accuracy":75.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":10.0,"tls_enforcement":60.0,"auth_strength":35.0,"scope_granularity":30.0,"dependency_hygiene":35.0,"secret_handling":35.0,"security_notes":"The provided content does not specify transport (TLS) enforcement, auth mechanism, scope model, or secret-handling practices. Given it integrates with Figma via MCP, authorization and least-privilege should be verified, but the README does not document these details. The skill is designed to analyze code and design assets; ensure that any included artifacts are handled according to the hosting platform’s privacy/security policies. No dependency/SBOM or CVE hygiene information is provided.","uptime_documented":0.0,"version_stability":55.0,"breaking_changes_history":70.0,"error_recovery":50.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Figma MCP step/workflow is described at a high level; tool/operation granularity and failure modes (e.g., partial page selection, variable access errors) are not detailed in the supplied README.","Because the skill performs edits in Figma 'via MCP' (claimed), agents should be cautious about unintended edits and confirm scope/permissions before applying fixes.","The repository content provided does not include explicit machine-readable error codes, so agent retries/error handling may be less deterministic than with a typical API."]}}