Find the perfect capability for your agent.
Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps assuming engineer has minimal domain knowledge
Generate hierarchical code maps from any codebase for AI agent consumption. Use when: (1) Analyzing or understanding a codebase structure, (2) Creating documentation of code architecture, (3) Mapping dependencies between files, (4) Extracting class hierarchies and call graphs, (5) Onboarding to a new project, (6) Preparing context for AI-assisted code modifications. Supports Python, JavaScript, TypeScript, Go, Rust, Java, C/C++, Ruby, PHP, and 20+ languages via tree-sitter.
Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps assuming engineer has minimal domain knowledge
Format documentation with emojis, status bars, and versioning matrix. Use when creating or updating README files, documentation, specs, or any markdown files.
Automatically applies when writing function docstrings. Uses Google-style format with Args, Returns, Raises, Examples, and Security Note sections for proper documentation.
MNMUK machine shop capability checker. Answers "can we make this?" queries against the plant list. Recommends optimal machine selection based on part requirements. USE WHEN user asks 'can we make', 'which machine', 'capability check', 'feasibility', 'what can we hold', 'tolerance capability', or describes a part to quote.
Generate 3D printable STL files for woodworking jigs and fixtures using CadQuery. Use when the user requests lampshade jigs, circle cutting guides, angle wedges, spacing blocks, alignment fixtures, router jigs, or any custom 3D-printed woodworking aid. Optimized for Elegoo Neptune 4 Pro (225x225x265mm build volume, 0.2mm layer height). Always use metric measurements.
Iterative visual design fine-tuning. Implement, capture, see with vision, assess, refine, repeat. The recursive loop where craft meets sight.
Paraguay-specific business patterns including local payment methods, tax regulations, phone formats, address handling, and cultural considerations. Use when building features for the Paraguayan market.
API-first iFood automation for the clifood project. Use when an AI agent needs to find restaurants/items, build carts, prep orders, or extend iFood API integrations in this repo.
Maintain evidence-based gourmet shortlists in a repo (gourmet/CITY/{overview,candidates,notes,top-places,excluded}.md): discover and triage candidates, gather multi-source evidence with URLs, score consistently, publish Top Picks/Backups, record exclusions for auditability, and choose appropriate review/guide sources based on the region (don’t hard-code country-specific platforms).
Process recipe photos into structured recipe data using GPT-4 vision. Use when asked to extract recipes from images, convert recipe photos to JSON, process HelloFresh/meal-kit recipe cards, or batch process multiple recipe images. Handles image preprocessing (resize, rotate), recipe extraction via AI vision, step image linking, and cooking process generation.
Professional home cleaning services from a trusted national brand.
Reliable home cleaning services with personalized cleaning plans.
Master German Idealist and Existentialist philosophy. Use for: Hegel, Kierkegaard, Nietzsche, Heidegger, Sartre, phenomenology, dialectics, authenticity. Triggers: 'Hegelian', 'dialectic', 'Aufhebung', 'Geist', 'Spirit', 'Dasein', 'existentialism', 'authenticity', 'bad faith', 'Nietzsche', 'will to power', 'eternal return', 'Heidegger', 'Being', 'thrownness', 'Sartre', 'freedom', 'absurd', 'Kierkegaard', 'anxiety', 'leap of faith', 'phenomenology', 'hermeneutics'.
Example skill demonstrating the Skills-as-Containers pattern with workflows, assets, and natural language routing. This is a teaching tool showing the complete PAI v1.2.0 architecture. USE WHEN user says 'show me an example', 'demonstrate the pattern', 'how do skills work', 'example skill'
Tune into weak signals across the information landscape. Find what is being sensed but not yet seen. Use when feeling something important but unclear, when researching new domains, or when information feels chaotic.
GitHub Actions self-hosted runner setup and maintenance. Use when setting up dedicated runner users, migrating runners from personal accounts, troubleshooting runner issues, or implementing runner isolation. Covers systemd services, environment isolation, and skills plane integration.
Real-time observability dashboard for multi-agent Claude Code sessions. Visualize agent interactions, tool usage, and session flows in real-time through a web dashboard. Track multiple agents running in parallel with swim lane visualization, event filtering, and live charts. **Key Features:** - 🔴 Real-time event streaming via WebSocket - 📊 Agent swim lanes showing parallel execution - 🔍 Event filtering by agent, session, event type - 📈 Live charts for tool usage patterns - 💾 Filesystem-based (no database required) **Inspired by [@indydevdan](https://github.com/indydevdan)**'s work on multi-agent observability. **Our approach:** Filesystem + in-memory streaming vs. indydevdan's SQLite database approach.
