Three.js scene setup, cameras, renderer, Object3D hierarchy, coordinate systems. Use when setting up 3D scenes, creating cameras, configuring renderers, managing object hierarchies, or working with transforms.
Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing documentation, (2) creating Quality Manuals, (3) developing required procedures and work instructions, (4) preparing Medical Device Files, (5) understanding ISO 13485 requirements, or (6) identifying missing documentation for medical device certification. Also use when users mention medical device regulations, QMS certification, FDA QMSR, EU MDR, or need help with quality system documentation.
Use when tests have race conditions, timing dependencies, or inconsistent pass/fail behavior - replaces arbitrary timeouts with condition polling to wait for actual state changes, eliminating flaky tests from timing guesses
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.
Maintain living architecture maps and interaction flows.
Setup the Ralph autonomous AI coding loop - ships features while you sleep
Guidelines for creating API routes in Expo Router with EAS Hosting
Use when you need a detailed execution trace of a Python script using sys.monitoring, including logging every operation with include/exclude event controls.
[22] UNDERSTAND. Deep research from all sources — internal (code, git, logs) AND external (web, docs, best practices). Use when choosing libraries, investigating solutions, understanding legal/technical questions, comparing approaches, or anytime you need comprehensive knowledge from both project context and world knowledge. Triggers on "research", "investigate", "find best approach", "what do others do", "compare options", or complex questions requiring multiple sources.
[51] EXECUTE. Commitment to maximum quality work with 150% coverage. Use when you need the highest quality output for critical tasks, complex problems, important decisions, or when standard work isn't enough. Triggers on "maximum quality", "150% mode", "full quality", "critical task", or when you explicitly want AI to work at its best.
Run in-session task loops via the codex-taskloop-plugin MCP server and stop hook.
Handle Restio support tickets when the user provides a ticket ID like XX-### (e.g., 'YYYYY-##: TASK - ...'). Use this skill to fetch the ticket via the restio-support MCP, prepare git branches, summarize the ticket, and request confirmation before making any code changes.
name: family-recipe-lore
Create semantik plugins (connectors, embeddings, chunkers, rerankers, extractors, agents). Use when developing plugins, creating new integrations, or asking about plugin patterns, protocols, or testing.
Converts telemetry and user notes into a structured reflection, confidence score, and next-step guidance.
Generates 14–21 day running plans tailored to onboarding data and recent performance.
Ask whether to proceed with refactoring after architecture mapping.
Build or update Node.js + LLM API workflows that replace Codex/MCP UI exploration for web automation at lower cost. Use when a user asks to productize page-structure discovery into a Node runner (Puppeteer/Playwright) with LLM-based element selection, deterministic playback control, cost controls, logging, and fallback paths.
Pflege die Extraktion von ATS-Kriterien aus CVs; verwenden bei Anpassungen an Kontakt-, Erfahrung- oder Bildungsextraktion.
name: planning