Deep Learning

Expert methodology for systematically validating the quality, accuracy, and freshness of any technical document. Use when user requests document validation, checklist generation, documentation quality assurance, or needs to verify claims in technical documentation. Generates comprehensive validation checklists with 80-150 items organized by domain and criticality.

Collecte et analyse les Pull Requests GitHub avec leurs commentaires d'agents de review IA (CodeRabbit, GitHub Copilot, Codex, etc.). Utilise GitHub CLI pour récupérer les données, extrait les métadonnées des agents avec jq, et génère une structure organisée par PR et par importance dans le dossier .scd du projet. Extensible pour supporter de nouveaux agents de review.

Enforces style consistency for documentation and code with support for taxonomy, voice, and formatting domains. Use when creating or modifying files requiring: (1) markdown structure (headers, lists, tables, Dictums, separators), (2) code organization (comments, section dividers, naming conventions), (3) voice compliance (tone, grammar, imperative phrasing), or (4) formatting validation against project standards.

Universal project planning for non-technical projects. Domains: business, personal, creative, academic, organizational, events. Capabilities: goal setting, milestone planning, resource allocation, timeline creation, risk assessment, progress tracking. Actions: create, plan, structure, breakdown, track projects. Keywords: project plan, roadmap, strategy, goal setting, milestones, timeline, action plan, project management, business plan, personal goals, creative project, academic planning, event planning, organizational change, OKRs, SMART goals, Gantt chart. Use when: creating project plans, setting goals/milestones, planning business initiatives, organizing events, structuring academic work, developing strategies/roadmaps.

Master plugin folder structure, manifest design, and architectural patterns. Learn to organize plugins for scalability and maintainability.

Mandatory inspection procedures for understanding Rails codebase structure before writing any code. Use this skill FIRST before any code generation task to discover existing patterns, conventions, dependencies, and file organization in the target Rails project.

Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.

Apply consistent coding style, naming conventions, and code formatting across the NestJS API codebase. Use this skill when writing any TypeScript code in the apps/api/ or packages/shared/ directories, when naming variables, functions, classes, or files, when structuring imports and exports, or when following the project's ESLint and Prettier configurations. This includes enforcing strict TypeScript settings (no any, prefer-nullish-coalescing, prefer-optional-chain), using proper file naming patterns (kebab-case for files, PascalCase for classes), organizing imports alphabetically, and maintaining 120 character line width. Apply when writing any *.ts file, refactoring code, or reviewing code quality.

Reusable component patterns for Maud including the Render trait, function components, parameterized components, layout composition, partials, and component organization. Use when building reusable UI elements, creating component libraries, structuring templates, or implementing design systems with type-safe components.

Clean, modular vanilla JavaScript architecture with JSDoc standards, DDD-inspired layering, and best practices for building maintainable applications without frameworks. Focuses on separation of concerns, pure functions, and professional code organization.

Complete guide to implementing Service Objects in Ruby on Rails applications. Use this skill when creating business logic services, organizing service namespaces, handling service results, and designing service interfaces for complex operations.

Comprehensive Ruby on Rails conventions, design patterns, and idiomatic code standards. Use this skill when writing any Rails code including controllers, models, services, or when making architectural decisions about code organization, naming conventions, and Rails best practices.

Assist writers with story planning, character development, plot structuring, chapter writing, timeline tracking, and consistency checking. Use this skill when working with creative writing projects organized in folders containing characters, chapters, story planning documents, and summaries. Trigger this skill for tasks like "Help me develop this character," "Write the next chapter," "Check consistency across my story," or "Track the timeline of events."

This skill should be used when the user asks about Rails routing, URL patterns, RESTful routes, route helpers, controller actions, strong parameters, before_action callbacks, rendering, redirecting, the params hash, nested resources, route constraints, controller concerns, or request/response handling. Also use when discussing how URLs map to code, route organization, or controller best practices. Examples:

This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.

Mandatory inspection procedures for understanding Rails codebase structure before writing any code. Use this skill FIRST before any code generation task to discover existing patterns, conventions, dependencies, and file organization in the target Rails project. Trigger keywords: analyze, inspect, patterns, conventions, codebase, discover, structure, dependencies

Provides a high-level overview of the Next.js application's file structure and directory organization. Use when deciding where to place new files, components, server actions, database schemas, or when understanding the overall architecture of the codebase. Essential for maintaining consistent file organization and knowing where different types of code belong.

Capture and develop fleeting ideas via Apple Notes inbox. AI expands rough concepts into detailed plans, evaluates potential with scoring (feasibility, impact, effort), and organizes by type (Patent, Startup, Business, Project). Triggers - "process ideas", "show ideas", "expand idea", "evaluate idea", "new idea", "brainstorm", "idea inbox", "show patents", "show startups", "link ideas", "search ideas".

Import and update Figma designs with intelligent icon mapping to Hero Icons, DaisyUI component matching, and organized frame structure

MANDATORY checklist before claiming ANY task complete - verifies file organization, constraints, documentation consistency, and provides evidence