NLP

Expert NHS transformation strategist combining clinical nursing insight with MBA-level business acumen. Use this skill when working on NHS change management programmes, financial sustainability initiatives, business case development, stakeholder engagement, Trust/ICS-level strategy, or any healthcare transformation project requiring policy-aligned, evidence-based approaches. Triggers include requests for strategy documents, business cases, transformation plans, efficiency programmes, workforce redesign, digital transformation, integrated care development, or financial recovery plans within NHS contexts.

Build and maintain the people registry from context over time, tracking names, roles, teams, and expertise as they appear in documents. Use when processing documents that mention people or when updating people profiles.

Create Copilot-optimized task specifications for handoff between Claude and GitHub Copilot. Use when planning implementation tasks that Copilot will complete. Optimizes comment format, provides rich context, includes checklists and examples.

Expert skill for implementing session management in SSG (Static Site Generation) and SSR (Server-Side Rendering) contexts. Covers stateless authentication with JWT, database session management, client-side session handling, and security best practices for different rendering strategies. Use when implementing session management in static sites (SSG), handling authentication in server-side rendered applications (SSR), or implementing stateless authentication with JWT tokens.

Optimize context windows, manage token budgets, compress context, and create effective handoff documents for long-running multi-agent workflows

Navegação e teste conversacional de aplicações web usando Chrome DevTools. Permite testar sites através de comandos naturais em português, com suporte a contexto do Neo4j e integração automática com hooks de validação.

Expert skill for implementing authentication in Docusaurus static sites. Handles FastAPI backend setup for authentication, JWT token management, and secure API communication. Includes setup for static site generation, client-side authentication, and user data protection. Use when adding authentication to Docusaurus static sites, implementing FastAPI backend for authentication services, or securing API routes with JWT tokens in static site context.

Intelligent documentation system for AI Elements component library. Activate automatically when working with AI-native applications or when AI Elements component names are mentioned (Message, Conversation, Reasoning, Canvas, etc.). Provides context-aware documentation retrieval - fetches examples for implementation queries, component references for API lookups, and smart multi-page fetching for complex tasks.

Farm out AI tasks via Named Pipe to get isolated context. Use when processing large files, batch summarization, or to avoid context pollution. Each call runs in fresh context.

Efficiently research topics using parallel agents via Contextune's /ctx:research command. Use when users ask to research, investigate, find information about topics, compare options, or evaluate libraries/tools. Activate for questions like "research best X", "what's the best library for Y", or "investigate Z".

Generate conventional commit messages from staged changes by inspecting diffs, picking the correct type/scope, and writing the final text to the prompt-specified file.

Comprehensive change tracking and audit logging system that monitors file modifications, code changes, and project evolution. Use when tracking project history, maintaining audit trails, analyzing development patterns, or when detailed change documentation is required for compliance and team collaboration.. Enhanced with Context7 MCP for up-to-date documentation.

Generate all copywriting and asset specifications needed for iOS App Store submissions. Use when preparing an app for App Store Connect, creating app descriptions, keywords, screenshots specs, promotional text, release notes, or any App Store metadata. Covers iPhone/iPad/Watch screenshots, App Clips, iMessage apps, and review information.

Best practices for developing zensical/Material for MkDocs static sites. Covers installation, virtual environments, project structure, responsive images, CSS, media embedding, and verification. Use for ANY Material for MkDocs project development beyond basic text editing.

Run Python code in lesson context with proper uv and venv handling for agent-spike project. Activate when user wants to run tests, demos, or CLI commands for lessons in lessons/ directories. Project-specific for agent-spike multi-agent learning.

This skill should be used when writing, reviewing, or refactoring documentation that will be consumed as AI context. Optimizes documentation for LLM comprehension using principles of completeness, efficiency, and zero fluff—replacing prose with structured data, enforcing heading hierarchy, detecting meta-commentary, and validating that examples serve a purpose.

Text processing, sentiment analysis, LLMs, and NLP frameworks. Use for text classification, named entity recognition, or language models.

Comprehensive patterns and techniques for removing AI-generated verbosity and slop

Assembles relevant context for agent spawns with prioritized ranking. Ranks packages by relevance, enforces token budgets with graduated zones, captures error patterns for learning, and supports configurable per-agent retrieval limits.

Systematically rebuild mental model of any repository when starting fresh sessions. Use when session starts, user says refresh context, or invokes /refresh-context. Eliminates cold start problem in <3500 tokens.