Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.

Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.

Control Sonos speakers (discover/status/play/volume/group).

Control Sonos speakers (discover/status/play/volume/group).

Search external libraries and frameworks using Sourcebot MCP. Use when researching external code patterns, library APIs, framework examples, or documentation from repositories like Effect-TS/effect, vercel/ai, tanstack/query. NEVER use for local project code.

Use when animation involves depth, perspective, volume, or three-dimensional awareness—camera moves, character positioning, environmental interaction, or maintaining consistent spatial relationships.

Speaking ops: invites, keynotes, panels, Gmail/calendar, conferences.

Enforce spec-first API development with OpenAPI/AsyncAPI

Use when writing or updating spec.yaml files. Defines requirement format and user story structure.

Create or update the project constitution from interactive or provided principle inputs, ensuring all dependent templates stay in sync.

Web crawling and scraping with analysis. Use for crawling websites, security scanning, and extracting information from web pages.

Split monolithic branches into logical PR stacks. Use when user says "split this branch into PRs", "break up my changes", "create a PR stack", "split stack", "make this reviewable", or has a large branch with many changes that needs to be broken into smaller, reviewable pieces.

Terminal Spotify playback/search via spogo (preferred) or spotify_player.

Terminal Spotify playback/search via spogo (preferred) or spotify_player.

Spring Boot patterns including JPA repositories, REST controllers, layered services, and configuration

Tileset generation guide for SpriteCook. Use with spritecook-workflow-essentials when generating autotile tilesets through SpriteCook MCP/API, choosing tile sizes, using reference/edit/style asset IDs, and saving generated tileset asset IDs.

Implementation guide for using SpriteCook top-down 15-piece tilesets with a dual-grid autotile renderer. Use when explaining or coding how to map a 4x4 15-piece tileset image into terrain using SpriteCook's dual-grid mask system.

Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploaded diagrams or documentation. Use when writing SQL, building data reports, exploring databases, or translating business questions into queries.

Convert natural language to SQL queries. Use when you need to write SQL fast.

Go back through the previous year of work and create a Notion doc that groups relevant links into projects that can then be documented as SRED projects.

Show feature metrics and sprint analytics. Triggers on metrics/stats/analytics/how-did-we-do intent.

Check build progress and session status. Triggers on progress/status/done/how's-the-build intent.

Stage C (Execution) - Task tracking and verification

Morning check-in — surfaces goals, summarizes where you left off, captures today's plan, and gives goal-alignment feedback. Weekly review mode on configurable review day (default Friday).

Start a new development session

Start the Kanshi observability dashboard and open it in the browser

Start the Wasp dev server and set up full debugging visibility. This includes running the server (with access to logs), and connecting browser console access so the agent can see client-side errors. Essential for any development or debugging work.

Configure Station CLI settings via browser UI or command line. Use `stn config --browser` for visual editor or `stn config set/show` for CLI operations.

Project status dashboard — open issues, recent commits, active branches/worktrees, memory state, and scratchpad. Use when the user asks for a status report, project overview, "what's going on", "where are we", or wants to catch up on project state without the full /catchup reconstruction.

Display a read-only dashboard for paper project status: stage, thesis, experiments, review history, venue, and suggested next action. Reads .papermill/state.md.

This skill should be used when the user asks to "start a new story", "initialize a story project", "create a story", "new book", "set up a story", or wants to begin a new fiction writing project from scratch.

Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

Use wipnote analytics to make smart work prioritization decisions. Activate when recommending work, finding bottlenecks, assessing risks, or analyzing project impact.

Write product strategy documents with real tradeoffs and clear choices. Use when asked to write a product strategy, define strategic direction, create a strategy doc, or articulate where to play and how to win. Built on Playing to Win and Rumelt's Strategy Kernel.

Convert a Streamlit app to a marimo notebook

Enforces TypeScript best practices when writing code. Automatically enables strict typing for TypeScript projects, prevents `any` usage, and recommends generic constraints. Activate on TS/TSX files, new features, code reviews.

Get unstuck when blocked on a problem. Use when you've tried multiple approaches without success, or when debugging has hit a wall.

How to analyze prose style and produce style reference files. Use when creating, updating, or evaluating style files: the reference documents that capture a project's voice patterns for writer and critic agents.

App Store Connect submission checklist and Apple App Review Guidelines reference. Use when preparing iOS apps for review, after rejection, or validating App Store Connect configuration.

Summarize GitHub pull requests awaiting your review with status, age, and priority. Use when triaging your review queue, prioritizing code reviews, or checking what PRs need attention.

Quick reference for all Supabase security audit skills with usage examples and command overview.

Create a delightful, unexpected "wow" experience for the user by dynamically discovering and creatively combining other enabled skills. Triggers when the user says "surprise me" or any request expressing a desire for an unexpected creative showcase. Also triggers when the user is bored, wants inspiration, or asks for "something interesting".

Use when the user wants a brand-new project idea / side project / weekend build / "I'm bored, give me something to build". Generates novel project concepts, not features for an existing repo.

Initialize a multi-agent swarm with anti-drift configuration

Diagnose and fix Lingui SWC plugin compatibility errors with Next.js, Rspack, or other SWC runtimes. Use when seeing errors like "failed to invoke plugin", "failed to run Wasm plugin transform", "out of bounds memory access", or "LayoutError" during builds with @lingui/swc-plugin.

Multi-agent swarm coordination for large tasks

Review architecture compliance before execution

Test-driven debugging for failing tests or bugs

Code exploration and research without making changes

Verify implementation against requirements and standards

Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations. Use when doing strategic assessment, competitive analysis, or evaluating a product or business position.

Create JavaScript handlers for pages. Use for DOM interactions and API calls.

Add settings to sk_settings table. Use for configuration values.

Charge la documentation Symfony depuis son site web dans des fichiers markdown locaux

Force a research-agent run to conclude. Launches the researcher in synthesis mode: it reads state.md and log.md, writes .research/synthesis.md with outcome, key findings, failed approaches, open questions, and recommendations, then exits. Use when current results are good enough or the agent is stalling.

Check the current CPU, RAM, and GPU status of the local server.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes. Implements scientific method for debugging with root cause analysis.

Responsive design, breakpoints, container queries

Complete reference for Tailwind CSS utility classes

Complete Tailwind CSS utility classes reference - Layout, spacing, typography, colors, borders, effects

Find a GitHub issue in tldraw/tldraw, assign it, implement it, verify it, and open a pull request. Use when the user invokes take, asks to take an issue, implement an issue, work on an issue number or URL, or pick up an issue from a description.

Break down complex tasks into actionable, atomic steps that can be executed by individual agents.

Use when working from decomposed task files or Beads issues created by spec-decompose. Guides proper task pickup, context loading, implementation, and handoff. Triggers when working with decomposed tasks, task files in docs/tasks/, or Beads issues with hole labels.

TDD London School workflow -- mock-first, outside-in test development

Test-Driven Development workflow enforcement with RED-GREEN-REFACTOR cycle. Use when implementing features test-first or improving test coverage.

Socratic teaching loop for any Claude Code session — quiz yourself on what actually happened, confirm mastery item by item, and don't finish until everything's locked in

Activate when you are a teammate in an Agent Teams configuration. Establishes teammate protocol with file ownership, self-claiming tasks, inter-agent communication, quality gates, and escalation.

Draft anonymous one-page company teasers for sell-side M&A processes. Creates a compelling summary without revealing the company's identity, designed to gauge buyer interest before NDA execution. Triggers on "teaser", "blind teaser", "anonymous profile", "one-pager for process", or "draft teaser for sell-side".

Sprint planning and technical roadmap patterns

Technical writing principles and best practices for creating clear, accurate documentation

Send messages and manage Telegram bots via the Bot API.

Send messages to Telegram channels. Use when user wants to post, reply, or send messages to Telegram.

A template for creating new skills. Use when initializing a new skill to ensure proper structure and metadata.

Browse and explore the Glide Template Store for design inspiration and implementation guidance. Use when looking for examples of how to build specific features, design patterns, or app types.

Use when analyzing terraform/tofu plan output for risks, security issues, and potential service disruptions. Required before any apply operation.

Guides through Terraform version upgrades including identifying deprecated syntax, updating provider versions, and migrating breaking changes. This skill should be used when users need to upgrade Terraform or provider versions, fix deprecated warnings, or migrate configurations to newer syntax.

Testing expectations for AIRBot reviewers

Analyze test coverage gaps and generate tests to improve coverage. Use when improving test coverage, finding untested code, or writing missing tests.

Test data creation and management patterns

Use when implementing any feature or bugfix, before writing implementation code. Enforces RED-GREEN-REFACTOR cycle with strict discipline against rationalization.

Detect missing test coverage and generate test suggestions

Generate comprehensive test cases for code. Use when writing unit tests, integration tests, or test suites. Creates tests that cover happy paths, edge cases, error conditions, and follow testing best practices for the project's testing framework.

Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes. Use when writing QA test cases, creating test plans, defining acceptance tests, or preparing for feature validation.

Generate tests using AI and run test suites. Use for generating unit tests, running coverage reports, and mutation testing.

Pytest templates and patterns for ETL pipeline testing - unit, integration, data quality.

Testing strategies including contract testing, snapshot testing, mutation testing, property-based testing, and test organization

Guidelines for writing effective tests in this project

Designs comprehensive testing strategies for any codebase. Use when adding tests, improving coverage, setting up testing infrastructure, or when asked about testing approaches.

Use when the user wants to theme an application with Rose Pine colors - navigates Rose Pine documentation to find app-specific configuration and guides the user through installation

Deep multi-framework reasoning using Gemini. Use for complex problem analysis, challenging ideas, and evaluating multiple options with structured thinking.

Use when asked to "thinking in bets", "make decisions under uncertainty", "think probabilistically", "avoid resulting", "separate decision quality from outcomes", or "reduce bias in decisions". Helps make explicit bets and evaluate decisions on process, not results. The Thinking in Bets framework (from Annie Duke) applies poker strategy to business and life decisions.

Three.js and WebGL adapter patterns for HyperFrames. Use when creating deterministic Three.js scenes, WebGL canvas layers, AnimationMixer timelines, camera motion, shader-driven visuals, or canvas renders that respond to HyperFrames hf-seek events.

Three.js skills for creating 3D elements and interactive experiences