Conception de processus ETL/ELT pour l'intégration de données. Se déclenche avec "ETL", "ELT", "extraction", "transformation", "load", "data integration", "data warehouse",…
Score 70/100
Vérification biométrique d'identité : face matching selfie vs document, liveness detection, deepfake detection.
Score 70/100
Development cycle feedback system - calculates assertiveness scores, analyzes prompt quality for all agents executed, aggregates cycle metrics, performs root cause analysis on…
Score 70/100
DEBUG Pinia store state not updating, persistence conflicts, and store synchronization issues. Fix when store actions don't work, state gets stale, or localStorage hydration…
Score 70/100
DEBUG task store synchronization, task creation/deletion bugs, and state persistence problems. Fix when tasks don't save, disappear unexpectedly, or don't update in UI.
Score 70/100
DEBUG Pomodoro timer state issues, incorrect countdown behavior, and timer synchronization problems. Fix when timer won't start, time display is wrong, or timer gets stuck.
Score 70/100
DEBUG Pomodoro timer state issues, incorrect countdown behavior, and timer synchronization problems. Fix when timer won't start, time display is wrong, or timer gets stuck.
Score 70/100
Aide au développement Flutter/Dart avec bonnes pratiques et patterns. Se déclenche avec "Flutter", "Dart", "Widget", "BLoC", "Riverpod", "Provider", "pub.dev", "MaterialApp",…
Score 70/100
Master skill for all Frontend Vue 3 development. Covers Components, Pinia, VueUse, Reactivity, CSS, and UI/UX.
Score 70/100
Guide pour les opérations Git complexes, résolution de conflits et bonnes pratiques de workflow. À utiliser quand l'utilisateur est bloqué avec Git ou veut mettre en place un…
Score 70/100
Human-in-the-loop iterative development. Use when requirements will emerge during implementation, decisions need human approval at each step, or work will span multiple sessions…
Score 70/100
Planification et gestion de background jobs avec Hangfire en .NET. Patterns de retry, scheduling récurrent, monitoring et bonnes pratiques.
Score 70/100
Multi-agent generowanie i filtrowanie pomyslow na ulepszenia projektu.
Score 70/100
REQUIRED Phase 5 of /dev workflow. Orchestrates per-task ralph loops with delegated TDD implementation.
Score 70/100
Gate 0 of the development cycle. Executes code implementation using the appropriate specialized agent based on task content and project language.
Score 70/100
Prendre un ticket Jira et l'implementer de bout en bout, de l'analyse a l'implementation en passant par la planification.
Score 70/100
Intégration de LLMs dans des applications via API. Se déclenche avec "API OpenAI", "Claude API", "intégrer un LLM", "GPT dans mon app", "Ollama", "LLM local", "streaming",…
Score 70/100
CareMatch 개발 로그 작성. 작업 내용을 날짜별로 기록하고 프로젝트 상태를 업데이트합니다. 사용법 - "개발 로그 작성해줘", "오늘 작업 기록해줘", "프로젝트 상태 업데이트해줘
Score 70/100
Analyse de logs pour diagnostiquer problèmes et patterns. Se déclenche avec "logs", "analyser les logs", "erreur dans les logs", "log parsing", "structured logging", "Serilog",…
Score 70/100
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection…
Score 70/100
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection…
Score 70/100
프로젝트 개발 매뉴얼. 모든 작업 시작 전 반드시 참조해야 하는 개발 가이드라인. 코딩 표준, 아키텍처, 에러처리, 보안, 테스트 규칙을 담고 있다.
Score 70/100
Orkiestracja komend CLI AI Mate do diagnozy runtime i introspekcji aplikacji: analiza logów Monolog, profilera Symfony, listy serwisów DI oraz sanity checków środowiska przez…
Score 70/100
Review developer meeting notes from the UCEAP IT Software Engineering wiki to process any outstanding action items.
Score 70/100
Switch AIWG CLI to dev mode (local repo source), rebuild, deploy dev tools, and run a health check — all via the Steward agent
Score 70/100
Mise en place de monitoring, alerting et observabilité. Se déclenche avec "monitoring", "alerting", "observabilité", "Prometheus", "Grafana", "logs", "metrics", "tracing",…
Score 70/100
Input validation and anti-cheat patterns for multiplayer servers. Use when implementing server-side validation.
Score 70/100
Colyseus client SDK for React, connection methods, room events, and messaging. Use when connecting to multiplayer server.
Score 70/100
Colyseus server setup, room handlers, lifecycle events, and scaling. Use when setting up multiplayer server.
Score 70/100
Colyseus state schema definition, types, decorators, and serialization patterns. Use when defining room state.
Score 70/100
Client-side prediction and server reconciliation core concepts. Use when implementing responsive multiplayer controls.
Score 70/100
Movement prediction with server reconciliation for WASD controls. Use when implementing player movement.
Score 70/100
Shooting prediction with optimistic decals and server rollback. Use when implementing shooting mechanics.
Score 70/100
Développement backend NestJS avec modules, controllers, providers, pipes, guards et interceptors. Se déclenche avec "NestJS", "Nest.js", "module NestJS", "controller NestJS",…
Score 70/100
Implémentation d'OAuth2, OpenID Connect, JWT et gestion des tokens pour sécuriser des APIs et applications web.
Score 70/100
OCR mobile et extraction de champs depuis CIN, passeport, permis, factures. Se déclenche avec "OCR", "scanner document", "extraire texte", "CIN", "passeport", "MRZ", "ID card",…
Score 70/100
Creates comprehensive developer onboarding documentation and materials including step-by-step setup guides, first-task assignments, expected time per step, common troubleshooting,…
Score 70/100
OPTIMIZE slow Vue applications, fix memory leaks, and improve render performance. Reduce unnecessary re-renders, optimize computed properties, and fix expensive operations.
Score 70/100
Full-stack development orchestrator -- always-on, 16 phases: read-docs -> understand -> architect -> pseudocode -> plan -> contract -> validate -> implement -> evaluate -> verify…
Score 70/100
Haptic feedback patterns for mobile games using Vibration API. Use when adding tactile feedback.
Score 70/100
Instanced rendering for repeated objects in R3F. Use when rendering many identical objects.
Score 70/100
Level of Detail (LOD) techniques for R3F. Use when complex models cause FPS drops.
Score 70/100
Mobile-specific optimization for R3F/Three.js. Use when targeting mobile devices.
Score 70/100
Core R3F/Three.js performance optimization principles. Use when FPS drops below 60.
Score 70/100
Diagnostic et optimisation des performances d'applications. Se déclenche avec "performance", "lent", "optimiser", "profiling", "memory leak", "CPU", "latence", "bottleneck", "mon…
Score 70/100
Development Philosophy & Standards. Use it everytime you plan or implement any code.
Score 70/100
Development Philosophy & Standards. Use it everytime you plan or implement any code.
Score 70/100
Full autonomous pipeline orchestrator that loops over features.json and executes the complete development cycle for each feature: spec → plan → tasks → implement → validate →…
Score 70/100
Guide de création de pixel art pour jeux et interfaces rétro. Se déclenche avec "pixel art", "sprite", "tileset", "pixel", "retro art", "8-bit", "16-bit", "Aseprite", "game art",…
Score 70/100
Automatisation de navigateur via Playwright MCP — naviguer, cliquer, remplir des formulaires, prendre des captures d'écran et déboguer des pages web.
Score 70/100
Open a PR from the current feature branch with a body assembled inline from commit history, the test command's last output, screenshots, and an optional project PR template.
Score 70/100
Expert Prisma ORM pour la conception de schémas, les migrations, l'optimisation de requêtes, la modélisation de relations et les opérations base de données.
Score 70/100
Runs and validates local development workflows. Invoke when starting the environment, diagnosing ports/Expo HOME, or running lint/type/format checks.
Score 70/100
Estimation de projets logiciels avec méthodes éprouvées. Se déclenche avec "estimation", "combien de temps", "planning", "story points", "estimation projet", "délai", "effort",…
Score 70/100
Development quality gate: verifies test coverage, runs related tests, and checks code quality for changed files.
Score 70/100
Conception de pipelines RAG (Retrieval-Augmented Generation). Se déclenche avec "RAG", "retrieval augmented", "vector database", "embeddings", "knowledge base", "Pinecone",…
Score 70/100
Construit, explique et teste des expressions régulières pas à pas. À utiliser quand l'utilisateur a besoin d'une regex ou veut comprendre une regex existante.
Score 70/100
Developer reporting skill for work documentation and communication. Use when writing journals, devlogs, status updates (22A/22B), progress reports, or documenting development…
Score 70/100
Conception responsive et mobile-first pour tout type de site ou app web. Se déclenche avec "responsive", "mobile first", "media queries", "breakpoints", "adaptatif", "mobile",…
Score 70/100
Developer agent skill router - routes to 31 dev skills by category and signal keywords, manages 5 sub-agents.
Score 70/100