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Get Started Free →Suggestion automatique du rôle et de l'approche optimaux. Se déclenche avec « réviser ceci », « vérifier la qualité ».
.claude/skills/wasabeef-suggestion-automatique-du-ro-le-et-de-lapproche-optimaux/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 83% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 41% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 62% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 34% | 0% |
| case-19 | ✗→✓ | ▲ Improved | 31% | 0% |
Une commande qui analyse la situation actuelle et suggère automatiquement le rôle et l'approche optimaux.
bash/smart-review # Analyser le répertoire courant /smart-review <fichier/répertoire> # Analyser une cible spécifique
package.json, *.tsx, *.jsx, *.css, *.scss → frontendDockerfile, docker-compose.yml, *.yaml → architect*.test.js, *.spec.ts, test/, __tests__/ → qa*.rs, Cargo.toml, performance/ → performanceauth.js, security.yml, .env, config/auth/ → securitylogin.tsx, signup.js, jwt.js → security + frontendapi/auth/, middleware/auth/ → security + architectmobile/ + *.swift, *.kt, react-native/ → mobilewebpack.config.js, vite.config.js, large-dataset/ → performancecomponents/ + responsive.css → frontend + mobileapi/ + auth/ → security + architecterror.log, crash.log → analyzermemory leak, high CPU, slow query → performance + analyzerSQL injection, XSS, CSRF → security + analyzerbash$ /smart-review src/auth/login.js → "Authentication file detected" → "Analysis with security role recommended" → "Execute? [y]es / [n]o / [m]ore options"
bash$ /smart-review src/mobile/components/ → "📱🎨 Mobile + Frontend elements detected" → "Recommended approaches:" → "[1] mobile role alone" → "[2] frontend role alone" → "[3] multi-role mobile,frontend" → "[4] role-debate mobile,frontend"
bash$ /smart-review error.log → "⚠️ Error log detected" → "Starting root cause analysis with analyzer role" → "[Auto-execute] /role analyzer" $ /smart-review slow-api.log → "🐌 Performance issue detected" → "Recommended: [1]/role performance [2]/role-debate performance,analyzer"
bash$ /smart-review architecture-design.md → "🏗️🔒⚡ Architecture + Security + Performance elements detected" → "For complex design decisions, debate format recommended" → "[Recommended] /role-debate architect,security,performance" → "[Alternative] /multi-role architect,security,performance"
bash# Analyser le répertoire courant /smart-review "Suggest the optimal role and approach" # Analyser un fichier spécifique /smart-review src/auth/login.js "Suggest the best review method for this file" # Analyser un journal d'erreurs /smart-review error.log "Suggest the best approach to resolve this error"
bash$ /smart-review → "📊 Analyzing project..." → "React + TypeScript project detected" → "Authentication functionality + API + mobile support confirmed" → "" → "💡 Recommended workflow:" → "1. Check authentication with security" → "2. Evaluate UI/UX with frontend" → "3. Confirm mobile optimization with mobile" → "4. Review overall design with architect" → "" → "Auto-execute? [y]es / [s]elect role / [c]ustom"
bash$ /smart-review "How to set JWT expiration time" → "🤔 Technical design decision detected" → "This issue requires multiple expert perspectives" → "" → "Recommended approach:" → "/role-debate security,performance,frontend" → "Reason: Balance between security, performance, and UX is important"
bash# Analyse combinée avec contenu de fichier cat src/auth/middleware.js /smart-review "Analyze this file from a security perspective" # Analyse combinée avec erreurs npm run build 2>&1 | tee build-error.log /smart-review build-error.log "Suggest ways to resolve build errors" # Consultation de conception /smart-review "Discuss whether to choose React Native or Progressive Web App"
Other measured skills in the registry, with their headline benchmark lift.