Build or extend an extensible UI self-check framework for Web UIs (React/Vite or plain HTML) using Playwright. Use when asked to add/upgrade ui-check or ui-watch flows, enforce data-qa/data-testid discovery, add theme/contrast checks, animation verification, loading state-machine checks, layout stability/overlap checks, modal scroll rules, or to document QA tagging standards and UI testing commands.
Génère des contrats API cohérents entre Frontend (Next.js) et Backend (NestJS) avec types synchronisés, validation standardisée et error handling uniforme. À utiliser lors de la création d'APIs, DTOs, types frontend/backend, ou quand l'utilisateur mentionne "API", "DTO", "types", "contract", "validation", "frontend-backend", "synchronisation".
Guidelines for creating API routes in Expo Router with EAS Hosting
Generates 14–21 day running plans tailored to onboarding data and recent performance.
Guarantee a PR merges by handling CI, addressing Gemini/Copilot/GitHub Advanced Security feedback, enabling auto-merge, and waiting until the PR is merged. Use when you are asked to babysit a PR through the merge queue, resolve CI failures, handle bot review threads, or monitor a PR until merge.
Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage
Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API. Use for standard RL experiments, quick prototyping, and well-documented algorithm implementations. Best for single-agent RL with Gymnasium environments. For high-performance parallel training, multi-agent systems, or custom vectorized environments, use pufferlib instead.
Generate professional PDF lead magnets (ebooks, checklists, cheatsheets) with consistent branding and high-quality typography.
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.
Process candidate resume PDFs to extract Name, Gender, Nationality and URR status
MoAI-ADK's foundational principles - TRUST 5, SPEC-First TDD, delegation patterns, token optimization, progressive disclosure, modular architecture, agent catalog, command reference, and execution rules for building AI-powered development workflows
Version management, release verification, and deployment procedures for software releases. Includes semver guidance, version consistency checks, and platform-specific constraints.
Clean Architecture guidance for Triatu: layering, dependencies, and where code belongs. Use when adding new modules, moving code across layers, or updating architecture decisions and docs.
Guide for performing Chromium version upgrades in the Electron project. Use when working on the roller/chromium/main branch to fix patch conflicts during `e sync --3`. Covers the patch application workflow, conflict resolution, analyzing upstream Chromium changes, and proper commit formatting for patch fixes.
This skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or needs guidance on hookify rule syntax and patterns.
Use when editing an existing codebase and the goal is minimal, standard, and non-invasive changes - prioritizes simplest solution, standard libraries first, and surgical modification without unsolicited refactors
Convert an ML PRD into prd.json for ML-Ralph. Use when you have an ML PRD and need prd.json. Triggers on: convert this prd, turn this into ml-ralph format, create prd.json from this, ralph json.
Git domain expert. Knows about: - Status, Switch, Create Branch, Commit, Pull, Push, Log Use when: - User asks about git operations - Context needed before starting work - Reviewing git status - Managing git workflow
Executes another [MetaSkill](/Skills/Metaskills), which must be located in
MUST BE USED for code review. Use PROACTIVELY when /review command is invoked or after any code changes to check correctness, architecture, and security.