NLP

Comprehensive guide for developing Temporal.io workflows and activities in the A4C-AppSuite. Covers Workflow-First architecture, deterministic workflow design, event-driven activities, saga compensation patterns, CQRS integration, and testing strategies for durable workflow orchestration in healthcare compliance contexts (HIPAA audit trails).

Expert PostgreSQL database guidance using Bun.sql client. Provides comprehensive patterns for queries, schema design, JSON/JSONB operations, full-text search, indexing, PL/pgSQL, pgvector, and performance optimization. Use when working with PostgreSQL databases, writing SQL queries, optimizing performance, designing schemas, or implementing database features. Complements bun-expert skill for Bun.sql integration.

Native Fabric pattern execution for Claude Code. USE WHEN processing content with Fabric patterns (extract_wisdom, summarize, analyze_claims, threat modeling, etc.). Patterns run natively in Claude's context - no CLI spawning needed. Only use fabric CLI for YouTube transcripts (-y) or pattern updates (-U).

Enhanced Just-In-Time document loading system that intelligently discovers, loads, and caches relevant documentation based on user intent and project context. Use when users need specific documentation, when working with new technologies, when answering domain-specific questions, or when context indicates documentation gaps.

Generate production-ready Helm charts for Kubernetes apps. Use when: (1) Deploying applications to Kubernetes, (2) Containerizing apps for Minikube/K8s, (3) Creating reusable deployment packages, (4) Needing parameterized K8s manifests, (5) Scaffolding new chart structures. Includes security contexts, resource limits, RBAC, NetworkPolicies, and multi-environment support (dev/prod). Provides templates for frontend, backend, and MCP server components.

Production-tested setup for Zustand state management in React applications with TypeScript. This skill provides comprehensive patterns for building scalable, type-safe global state. Use when: setting up global state in React, migrating from Redux or Context API, implementing state persistence with localStorage, configuring TypeScript with Zustand, using slices pattern for modular stores, adding devtools middleware for debugging, handling Next.js SSR hydration, or encountering hydration errors, TypeScript inference issues, or persist middleware problems. Prevents 5 documented issues: Next.js hydration mismatches, TypeScript double parentheses syntax errors, persist middleware export errors, infinite render loops, and slices pattern type inference failures. Keywords: zustand, state management, React state, TypeScript state, persist middleware, devtools, slices pattern, global state, React hooks, create store, useBoundStore, StateCreator, hydration error, text content mismatch, infinite render, localStorage, sessionStorage, immer middleware, shallow equality, selector pattern, zustand v5

Apply professional typography principles to create readable, hierarchical, and aesthetically refined interfaces. Use when setting type scales, choosing fonts, adjusting spacing, designing text-heavy layouts, or when the user asks about readability, font pairing, line height, measure, or typographic hierarchy.

Analyze Context Lake entities and fix frontmatter issues. Use when asked to run frontmatter cleanup, fix missing fields, validate frontmatter against schema, or standardize entity metadata.

Recover full conversation history after context compaction. Use when context window is compacted and Claude needs to access earlier parts of the conversation, when user asks about what was discussed before, or when Claude needs to continue work from a previous session. Reads from /mnt/transcripts/ directory.

Dart 3.5 enterprise development with Flutter 3.24, advanced async programming, state management, and cross-platform mobile development. Enterprise patterns for scalable applications with Context7 MCP integration.

Comprehensive toolkit for PDF processing and manipulation. Process PDF files to extract text/tables, convert PDF to text, merge/combine/split PDFs, fill forms, add watermarks, rotate pages, handle passwords, OCR scanned documents. Use when working with PDF documents for complex tasks, batch processing, or programmatic manipulation to read, parse, combine, or extract data from PDFs at scale.

Enterprise Railway Full-Stack Platform with AI-powered container orchestration, Context7 integration, and intelligent deployment automation for scalable modern applications

Complete Kitty terminal awareness + control for coding agents: list panes/tabs, read scrollback, map ports→processes, parse per-pane git/last-command metadata (from shell hooks), and send commands/focus panes. Use when user mentions "another terminal", "is the server running", "what failed", or you need to run/inspect commands across panes.

Help users configure MCP (Model Context Protocol) servers for Claude Code and other AI platforms.

Use when designing, updating, or exploring system architecture with C3 methodology - iterative scoping through hypothesis, exploration, and discovery across Context/Container/Component layers

Delegates tech stack detection to a lightweight agent. Use when you need to know the project's language, frameworks, or dependencies without loading manifest files into context.

Modélise le raisonnement juridique d'un magistrat français pour l'analyse de dossiers civils. Utiliser ce skill pour analyser un litige et identifier les questions juridiques, construire un raisonnement juridique structuré (syllogisme), rédiger une motivation de jugement civil, rechercher la jurisprudence et les textes applicables via Judilibre et Légifrance, qualifier juridiquement des faits et actes, distinguer prétentions, moyens et arguments. Basé sur les Fiches méthodologiques de rédaction du jugement civil (ENM/Cour de cassation, 2023).

Comprehensive text editing and improvement assistant with multiple specialized modes. Use when editing, improving, proofreading, polishing, reviewing, rewriting, or cleaning up written content. Supports fixing typos and grammar errors, checking grammar, correcting mistakes, improving flow and readability, adding punctuation, restructuring with headings, adding examples, citing sources, fact-checking, and preserving detail. Handles spelling, grammar, structure, citations, accuracy improvements, and formatting. Works with documentation, articles, markdown files, and any written content.

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

Creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps for engineers with zero codebase context. Assumes skilled developers who need domain-specific guidance, following DRY, YAGNI, and TDD principles. Use after brainstorming/design is complete when handing off to another developer or planning complex multi-step work. Do NOT use for simple tasks, quick fixes, or when you're implementing yourself and already understand the codebase - just start coding instead.