All Skills

Use when writing or reviewing asyncio code in Jupyter notebooks or '#%%' cell workflows — structuring event-loop ownership, orchestrating async tasks, or choosing compatibility strategies. Also use when hitting RuntimeError: This event loop is already running, asyncio.run() failures in cells, or tasks silently never completing.

Use when building or reviewing external API integrations in Python — designing client boundaries, defining outbound reliability policy, or structuring contract tests. Also use when provider SDK details leak into domain logic, outbound calls lack timeout/retry policy, or failure paths are untested.

Use when building or reviewing service, job, or CLI runtime behavior in Python — designing startup validation, shutdown sequences, observability, and structured logging. Also use when startup crashes from late config, shutdown leaves orphaned processes, terminal states are implicit, or logs lack structure.

Use when running or authoring standalone Python scripts with uv, especially when choosing Python versions, adding one-off dependencies, using no-project mode, or embedding inline script metadata.

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages. Turns scattered information into structured reports with proper citations and actionable insights.

Python skill router. Use when planning, implementing, or reviewing Python changes and you need to select focused skills for workflow, design, typing/contracts, reliability, testing, data/state, concurrency, integrations, runtime operations, or notebook async behavior.

Fastify routes, JSON Schema validation, plugin system, TypeScript type providers

Query optimization, caching, indexing

General principles for structured content modeling that apply across CMSs, with Sanity-specific guidance. Use when designing content schemas, planning content architecture, or evaluating content reuse strategies.

# FastAPI Framework ## Overview FastAPI is a modern, fast web framework for building APIs with Python based on standard Python type hints. It provides automatic validation, serialization, and interactive API documentation. ## Installation ```bash pip install fastapi uvicorn[standard] pip install p

Complete project discovery workflow using Jobs-to-be-Done, Amazon PR/FAQ, ADR, and Lean Startup validation. Transforms ambiguous ideas into structured specifications ready for implementation. Activate when user mentions "discovery", "requirements discovery", "project framing", "validate assumptions", "JTBD analysis", or before starting implementation of unclear ideas.

Resume work on existing feature clone

Scoring framework for test-kitchen cookoff and omakase-off. Invoked at Phase 4 to evaluate implementations using 5-criteria scoring. Do not invoke directly - called by cookoff/omakase-off.

Create USDC deposits on ZKP2P V3 via direct contract calls on Base. Includes full ABI, addresses, platform hashes, and cast/viem examples. No SDK required.

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Validating A/B test implementations including traffic splitting accuracy, statistical significance calculation, metric tracking, and experiment cleanup.

# PARA Second Brain System You have access to the PARA (Projects/Areas/Resources/Archive) methodology for organizing work and knowledge. ## When This Skill Activates Activate when the user: - Mentions PARA, "second brain", or "where should I put this" - Asks about organizing their work, notes, or

Headless UI for building powerful tables & datagrids for TS/JS, React, Vue, Solid, Svelte, Qwik, Angular, and Lit.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends the AI assistant's capabilities with specialized knowledge, workflows, or tool integrations.

Review web animations by recording the browser and sending video to Gemini for frame-level analysis

Format ebook filenames using citation format with author, title, year, and optional translator/editor. Use when constructing standardized filenames for library catalog.

Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."