Studio lighting setups for 3D product showcases — HDRI, directional/spot/point lights, Environment from drei, shadow config, dark background optimization.
Verify OpenAPI/Swagger spec matches actual route registrations and handler implementations
SocialApp user frontend state management — TanStack Query, Zustand, IndexedDB persistence, cache invalidation, multi-account isolation
Anti-laziness enforcement — bans placeholder patterns (// ..., // TODO, // rest of code), enforces complete code generation, handles token-limit splits cleanly.
Full-stack development orchestrator -- always-on, 16 phases: read-docs -> understand -> architect -> pseudocode -> plan -> contract -> validate -> implement -> evaluate -> verify…
2D frontend UI umbrella review — typography, color, layout, motion, interaction. Runs a quick reflex audit, dispatches specialist sub-skills when a domain needs deep attention,…
Go performance review — profiling, benchmarks, allocation analysis, caching, connection pooling
Scaffold a new API endpoint by reading existing project patterns — no hardcoded architecture
Capture HTML/React components as PNG textures for 3D models — html2canvas, CanvasTexture, capture pipeline, resolution settings.
9-point pre-deploy gate — compilation, linting, tests, migrations, API spec, debug artifacts, env config, bundle size, secrets
Detect outdated Go patterns and suggest modern idioms — Go 1.21 through 1.24+ features
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.
Runtime GLB/GLTF inspection — traverse nodes, identify screen meshes, inspect UV coordinates, material property dumping, fixing exported materials at runtime.
Frontend performance review — bundle size, lazy loading, CSS containment, web vitals, image optimization. Activate when reviewing frontend code for performance.
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.
Detect stale comments, outdated TODOs, doc rot -- comments that lie about the code
Typography specialist — font selection, modular scale, line-height, line-length, pairing, tracking, OpenType, font-loading.
Anti-slop UI review — typography, color calibration, layout diversity, motion quality, interactive states. Activate when reviewing frontend components for design quality.
UI/UX review — accessibility, semantic HTML, z-index, animations, responsive, design tokens
Review chat bot code (Telegram, Discord, Slack) for callback safety, state machines, rate limits, and production readiness
Goal-backward verification — validates implementation results match stated goals using 4-level substantiation (exists/substantive/wired/data-flow)
Documentation review — freshness check (git diff vs docs) + accuracy validation (claims vs code) + coverage audit
Visual QA — screenshot comparison before/after, UI consistency check, design system compliance scoring
Holistic design critique — NOT a code review. Judges aesthetic coherence, composition, hierarchy, intentionality. "Does this feel designed or generated?
Motion specialist — the 4-question Animation Decision Framework, easing curves, durations, springs, reduced-motion. Output in | Before | After | Why | markdown table.
Unified review orchestrator — detect changes, gather git context, dispatch reviewer agents in parallel, collect and deduplicate findings
Audit Go concurrency — goroutines, channels, mutexes, context propagation, race conditions
Multi-source debug — Docker logs, Redis inspection, SQL diagnostics, git blame, execution traces
Auto-detect and run project linters — supports Go, TypeScript, Python, Rust, and more
How to write Claude Code agents — standard format, 2-phase review, severity/confidence, dispatch patterns
Go benchmarking methodology knowledge — testing.B API, benchstat comparison, sub-benchmarks, profile capture (-cpuprofile/-memprofile/-trace), reading output, dead-code…
Review UI components against the project's design system tokens — colors, spacing, typography, z-index, animations
How to write Claude Code hooks — lifecycle events, exit codes, profile system, shell patterns, best practices
SocialApp pagination and filtering patterns — cursor-based SQL pagination, LIMIT+1 hasMore, TanStack infinite queries, admin table pagination, debounced search
Deep audit of Go error handling — wrapping, inspection, logging, panic/recover patterns
Project health dashboard — compilation, tests, TODOs, API spec drift, migration pairs, deps, security, docs, bundle
Connect GSAP ScrollTrigger to React Three Fiber — Zustand bridge, useFrame animation, scroll progress to 3D transforms. The pattern for scroll-driven 3D product showcases.
Three.js color pipeline — sRGB vs Linear, toneMapping (None/ACES/Reinhard), texture colorSpace, when to use NoToneMapping for UI textures.
Cette skill devrait être utilisée pour réviser des présentations PowerPoint selon les standards de conseil (McKinsey, BCG), avec analyse de la structure, clarté, design,…
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
Review TypeScript/React code for type safety, hooks correctness, state management, and conventions
Color-system specialist — OKLCH, tinted neutrals, contrast, palette construction, dark/light theme selection by use context, status colors, accessibility.
Review React Three Fiber and Three.js code — color management, tone mapping, texture pipeline, GLB handling, useFrame performance, disposal patterns.
Scaffold a new database migration file pair (up + down) with auto-detection of migration tool and numbering
Find swallowed errors, empty catches, silent fallbacks -- code that hides failures
PostgreSQL database specialist — query optimization, schema design, index strategy, migration safety, anti-patterns
WHEN: Django project review, ORM queries, views/templates, admin customization WHAT: ORM optimization + View patterns + Template security + Admin config + Migration safety WHEN…
How to write Claude Code slash commands — orchestrator pattern, agent dispatch, auto-detection
ONYX Liquid Glass design system — colors, glassmorphism, z-index layers, layout standards
TanStack DB patterns for client-first reactive data stores. Activates when implementing offline-first apps, local-first data, or reactive client databases.
SQL migration safety — naming, rollback, FK constraints, indexes, idempotency, data loss risk
Generate project directory tree documentation — auto-detect structure, filter noise, output clean markdown trees
Interactive-component polish specialist — buttons, modals, drawers, forms, focus states, loading patterns, UX writing, empty states.
Generate Playwright e2e tests — Page Object Model, data-testid selectors, network mocking, viewport testing
Opt-in shape-then-build flow for creating UI from scratch with maximum intentionality. 4-stage cycle: shape → refine → implement → polish.
Review Rust code for ownership, error handling, unsafe usage, and idiomatic patterns
Audit Go observability — structured logging, Prometheus metrics, OpenTelemetry traces, pprof, health checks
Audit infrastructure — secrets, Docker, deps, CORS, webhooks, migrations, CI/CD, monitoring
Audit frontend code for hardcoded values, console.log, TypeScript strict, dead imports, design tokens, accessibility