Interactive-component polish specialist — buttons, modals, drawers, forms, focus states, loading patterns, UX writing, empty states.
Documentation review — freshness check (git diff vs docs) + accuracy validation (claims vs code) + coverage audit
Deep audit of Go error handling — wrapping, inspection, logging, panic/recover patterns
Opt-in shape-then-build flow for creating UI from scratch with maximum intentionality. 4-stage cycle: shape → refine → implement → polish.
Review React Three Fiber and Three.js code — color management, tone mapping, texture pipeline, GLB handling, useFrame performance, disposal patterns.
Review Rust code for ownership, error handling, unsafe usage, and idiomatic patterns
Color-system specialist — OKLCH, tinted neutrals, contrast, palette construction, dark/light theme selection by use context, status colors, accessibility.
Anti-laziness enforcement — bans placeholder patterns (// ..., // TODO, // rest of code), enforces complete code generation, handles token-limit splits cleanly.
Detect stale comments, outdated TODOs, doc rot -- comments that lie about the code
Go benchmarking methodology knowledge — testing.B API, benchstat comparison, sub-benchmarks, profile capture (-cpuprofile/-memprofile/-trace), reading output, dead-code…
Anti-slop UI review — typography, color calibration, layout diversity, motion quality, interactive states. Activate when reviewing frontend components for design quality.
Audit Go observability — structured logging, Prometheus metrics, OpenTelemetry traces, pprof, health checks
Find swallowed errors, empty catches, silent fallbacks -- code that hides failures
Typography specialist — font selection, modular scale, line-height, line-length, pairing, tracking, OpenType, font-loading.
Motion specialist — the 4-question Animation Decision Framework, easing curves, durations, springs, reduced-motion. Output in | Before | After | Why | markdown table.
Goal-backward verification — validates implementation results match stated goals using 4-level substantiation (exists/substantive/wired/data-flow)
Scaffold a new database migration file pair (up + down) with auto-detection of migration tool and numbering
Audit frontend code for hardcoded values, console.log, TypeScript strict, dead imports, design tokens, accessibility
SocialApp user frontend state management — TanStack Query, Zustand, IndexedDB persistence, cache invalidation, multi-account isolation
Audit backend code for SQL safety, error handling, auth coverage, PII exposure, dead code, TODO density
Search 500K+ agent skills on SkillsMP marketplace before writing new agents, commands, or skills. Use when creating new .claude/ components or looking for community solutions.
Admin authentication and authorization system reference — login flow, JWT, TOTP, sessions, RBAC
Runtime GLB/GLTF inspection — traverse nodes, identify screen meshes, inspect UV coordinates, material property dumping, fixing exported materials at runtime.
Unified review orchestrator — detect changes, gather git context, dispatch reviewer agents in parallel, collect and deduplicate findings
ONYX Liquid Glass design system — colors, glassmorphism, z-index layers, layout standards
SocialApp pagination and filtering patterns — cursor-based SQL pagination, LIMIT+1 hasMore, TanStack infinite queries, admin table pagination, debounced search
Scaffold a new API endpoint by reading existing project patterns — no hardcoded architecture
Three.js color pipeline — sRGB vs Linear, toneMapping (None/ACES/Reinhard), texture colorSpace, when to use NoToneMapping for UI textures.
Holistic design critique — NOT a code review. Judges aesthetic coherence, composition, hierarchy, intentionality. "Does this feel designed or generated?
Review TypeScript/React code for type safety, hooks correctness, state management, and conventions
WHEN: Django project review, ORM queries, views/templates, admin customization WHAT: ORM optimization + View patterns + Template security + Admin config + Migration safet — from…
Audit infrastructure — secrets, Docker, deps, CORS, webhooks, migrations, CI/CD, monitoring
Review UI components against the project's design system tokens — colors, spacing, typography, z-index, animations
Studio lighting setups for 3D product showcases — HDRI, directional/spot/point lights, Environment from drei, shadow config, dark background optimization.
How to write Claude Code hooks — lifecycle events, exit codes, profile system, shell patterns, best practices
9-point pre-deploy gate — compilation, linting, tests, migrations, API spec, debug artifacts, env config, bundle size, secrets
Audit Go concurrency — goroutines, channels, mutexes, context propagation, race conditions
Connect GSAP ScrollTrigger to React Three Fiber — Zustand bridge, useFrame animation, scroll progress to 3D transforms. The pattern for scroll-driven 3D product showcases.
How to write Claude Code agents — standard format, 2-phase review, severity/confidence, dispatch patterns
Challenge assumptions and probe reasoning using adversarial thinking. Use when asked to find weaknesses, challenge a design, identify edge cases, or stress-test an approach.
Visual QA — screenshot comparison before/after, UI consistency check, design system compliance scoring
Multi-source debug — Docker logs, Redis inspection, SQL diagnostics, git blame, execution traces
Capture HTML/React components as PNG textures for 3D models — html2canvas, CanvasTexture, capture pipeline, resolution settings.
SQL migration safety — naming, rollback, FK constraints, indexes, idempotency, data loss risk
Review Python code for type hints, async patterns, exception handling, and conventions
Go performance review — profiling, benchmarks, allocation analysis, caching, connection pooling
Detect outdated Go patterns and suggest modern idioms — Go 1.21 through 1.24+ features
PostgreSQL database specialist — query optimization, schema design, index strategy, migration safety, anti-patterns
Project health dashboard — compilation, tests, TODOs, API spec drift, migration pairs, deps, security, docs, bundle
코드 구현을 적대적 관점으로 검증해야 할 때. — MUST TRIGGER: /run, /check, /review 내부에서 독립 서브에이전트로 호출, 스프린트 완료 직후, 커밋 전 Evaluator PASS 필요 시.
Verify OpenAPI/Swagger spec matches actual route registrations and handler implementations
TanStack DB patterns for client-first reactive data stores. Activates when implementing offline-first apps, local-first data, or reactive client databases.
Auto-detect and run project linters — supports Go, TypeScript, Python, Rust, and more
How to write Claude Code slash commands — orchestrator pattern, agent dispatch, auto-detection
Generate project directory tree documentation — auto-detect structure, filter noise, output clean markdown trees
Run comprehensive parallel audit — dispatches specialized agents by scope (frontend, backend, infra, security)
Full-stack development orchestrator -- always-on, 16 phases: read-docs -> understand -> architect -> pseudocode -> plan -> contract -> validate -> implement -> evaluate -> verify…
gRPC Go knowledge — service/stream types, interceptors, status codes, deadline propagation, TLS/mTLS, bufconn testing, common pitfalls.
Frontend performance review — bundle size, lazy loading, CSS containment, web vitals, image optimization. Activate when reviewing frontend code for performance.
Cette skill devrait être utilisée pour réviser des présentations PowerPoint selon les standards de conseil (McKinsey, BCG), avec analyse de la structure, clarté, design — from…