Running Positron IDE commands: changing the window layout, focusing panes, clearing the console, opening a file or data file in the right editor, showing or reading an HTML file, URL or app in the Viewer, finding or adding interpreters, listing, switching, starting, restarting or interrupting sessions, setting up Python, reading, installing or updating a session's packages, running, stopping, debugging or troubleshooting a web app (Shiny, Flask, Dash, Streamlit, FastAPI, Gradio, marimo), reading Data Connections and their tables and columns, creating, editing or running notebook cells, and reading help. Use when the user wants Positron itself to act or to know what is installed, not to run code. Triggers: "show the variables pane", "open data.csv", "show this HTML in the Viewer", "switch to my R session", "my session is stuck", "is pandas installed?", "set up a Python environment", "why won't my shiny app start", "what tables are in my warehouse", "add a cell to this notebook".

Use when the user wants to create a demo video, record a feature walkthrough, or generate a video for a PR description. Triggers on "record a demo", "make a video", "demo video for PR", or "generate a walkthrough".

Use this skill alongside figma-use when the task involves translating an application page, view, or multi-section layout into Figma. Triggers: 'write to Figma', 'create in Figma from code', 'push page to Figma', 'take this app/page and build it in Figma', 'create a screen', 'build a landing page in Figma', 'update the Figma screen to match code', 'convert this modal/dialog/drawer/panel to Figma'. This is the preferred workflow skill whenever the user wants to build or update a full page, modal, dialog, drawer, sidebar, panel, or any composed multi-section view in Figma from code or a description. Discovers design system components, variables, and styles from Code Connect files, existing screens, and library search, then imports them and assembles views incrementally section-by-section using design system tokens instead of hardcoded values.

Discover, connect to, and invoke tools on referenced MCP servers. Load this skill when an MCP server is referenced through an mcp:// typed link or MCP mention.

Use for developing and maintaining a published SuperMagic HTML micro-app with the built-in micro-app.agent. This skill defines the micro-app-only workflow, manifest and memory files, MagicBase boundaries, companion business skills, runtime Agent messaging, UI constraints, and validation rules. Do not use it as the generic architecture guide for HTML apps opened from ordinary projects; use html-app-architect for that scenario.

Load when asked to triage, clean up, batch-process, or work through the issue backlog — covers the mechanical sweep (stale-fixed, dead needs-info, duplicates), fan-out assessment, and approved batch actions.

Creates Vue 3 components, builds vanilla JS composables, configures Vite projects, and sets up routing and state management using JavaScript only — no TypeScript. Generates JSDoc-typed code with @typedef, @param, and @returns annotations for full type coverage without a TS compiler. Use when building Vue 3 applications with JavaScript only (no TypeScript), when projects require JSDoc-based type hints, when migrating from Vue 2 Options API to Composition API in JS, or when teams prefer vanilla JavaScript, .mjs modules, or need quick prototypes without TypeScript setup.

Create validated architecture, workflow, sequence, data-flow, lifecycle/state, ERD, class, tree, timeline, and waterfall diagrams as explorable standalone HTML with dark/light themes, motion and image/SVG/WebM export. Accept requirements or Mermaid; inspect repository evidence for code-backed diagrams. Use when visualizing systems, API calls, pipelines, schemas, histories, timings, or everyday steps, parts, relationships and states. Also turn an answer into a one-page explainer, with the conclusion first, structured panels, native diagrams and charts, when the user asks for a page, an explainer or an answer to share (做成一页, 用页面讲), or proactively when the user's rules opt in with an [archify explainer: ...] line. Not for dashboards.

Webiny project layout, webiny.config.tsx anatomy, and extension registration. Use this skill when the developer asks about folder structure, where custom code goes, how to register extensions, what webiny.config.tsx does, or how the project is organized. Also use when they need to understand the relationship between extensions/, webiny.config.tsx, and the different extension types (Api, Admin, Infra, CLI).

Intake a new matter — uniform questions covering identification, conflicts, source, risk triage, materiality, outside counsel, owners, legal hold, and key dates; writes matter.md and history.md and appends a structured row to _log.yaml. Use when the user says "new matter", "intake this matter", or wants to bring a new matter into the portfolio.

Entity compliance tracker — initialize, report upcoming deadlines, update status, run health audit, export to CSV. Maintains a compliance-tracker.yaml built from the entity table, calculates filing deadlines by entity and jurisdiction, and surfaces what's due in the next 30/60/90 days. Use when user says "entity compliance", "filing deadlines", "annual reports due", "entity tracker", "what filings are due", "entity health", or "good standing".

Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or when you need pure similarity search without metadata. Best for high-performance applications.

Comprehensive quality verification: spec compliance, lint, type-check, tests, cross-layer data flow, code reuse, and consistency checks. Use when code is written and needs quality verification, before committing changes, or to catch context drift during long sessions.

Comprehensive quality verification: spec compliance, lint, type-check, tests, cross-layer data flow, code reuse, and consistency checks. Use when code is written and needs quality verification, before committing changes, or to catch context drift during long sessions.

Billing, plans, seats, permissions, access rules, auth, flag removals or data migrations that could lock real organizations out or change what they pay. Use before merging or deploying such a change to see exactly which production organizations it affects, prove the UI on production-shaped data, and only with explicit approval test against a PlanetScale copy of real data.

Decide whether work needs a feature flag (any change to product behavior users can see does), then declare it, roll it out (per organization, for everyone, cloud or self-hosted), revert or kill it. Use for any user-visible behavior change, and when finishing or removing a rollout.

Poll and rank open GitHub issues, RFCs, and pull requests for maintainer work, or start one explicitly selected item. Use when a user asks what to work on, requests backlog priorities, says "poll work," wants actionable issues or pull requests, or says "start

Save the current task's state to CHECKPOINT.md before the user compacts the conversation, so the next context picks up exactly where this one stopped instead of relying on the automatic summary. Use when the user is about to compact, worries the conversation has grown too long, or asks to save where things stand. It writes one temporary file and doesn't touch the memory system.

Search agentmemory for past observations, sessions, and learnings about a topic using hybrid BM25 plus vector plus graph search. Use when the user says "recall", "what did we do about", "did we ever", "have we seen", or needs context from past sessions.

Trace a file, function, or line back to the agent session that produced its current commit. Use when the user asks "why is this code here", "what was the agent doing when this changed", "who wrote this", or wants context on a specific location in the codebase.