Use when creating, modifying, or debugging Buildkite pipeline YAML files - ensures current syntax from official docs, validates configurations before proposing changes, and references Buildkite best practices instead of relying on training data

Provides foundational setup, authentication, and project management workflows for Firebase using the Firebase CLI. Use when checking Firebase CLI version (must use 'npx -y firebase-tools@latest --version'), initializing a Firebase environment, authenticating, setting active projects, or setting up `google-services.json` or `GoogleService-Info.plist` files.

Create and manage data pipelines using the FlowerPower framework with Hamilton DAGs and uv. Use when users request creating flowerpower projects, pipelines, Hamilton dataflows, or ask about flowerpower configuration, execution, or CLI commands.

Query Garmin Connect fitness and health data including activities, athlete stats, sleep, heart rate, stress, and body battery. Use when the user asks about Garmin data, workouts, training, or health metrics.

Use when project needs isolated development environments for parallel feature work, or when adding new external services (databases, caches, message queues) that require environment isolation. ONE-TIME setup skill - clear context after use.

Manages parallel conversation branches using git worktrees. Use when you want to explore multiple solution approaches simultaneously, need to try different implementations, or want to checkpoint your current conversation state before branching into alternative paths.

Comprehensive market analyst skill that orchestrates all Octagon stock performance and market data skills. Use when conducting stock analysis, creating market reports, evaluating valuations, comparing sectors, or performing technical and sentiment analysis.

Provides comprehensive technical analysis for stocks and ETFs using RSI, MACD, Bollinger Bands, and other indicators. Activates when user requests stock analysis, technical indicators, trading signals, or market data for specific ticker symbols.

SwiftUI framework for building user interfaces

Bundle TypeScript and JavaScript libraries with blazing-fast speed powered by Rolldown. Use when building libraries, generating type declarations, bundling for multiple formats, or migrating from tsup.

This skill should be used when the user asks to "create a diagram", "make a flowchart", "generate a .drawio file", "draw.io diagram", "diagrams.net", "architecture diagram", "sequence diagram", "ER diagram", "class diagram", "network diagram", "org chart", "workflow diagram", "UML diagram", "ArchiMate diagram", "C4 diagram", "C4 model", "enterprise architecture", or mentions "drawio", "mxGraph", or diagram visualization. Provides comprehensive knowledge for creating production-ready DrawIO XML files.

Deep competitive intelligence combining web scraping, LinkedIn data, social media monitoring, leadership analysis, GitHub activity, Glassdoor sentiment, and community insights. Analyzes founders/C-level profiles, tracks real-time signals vs quarterly reports, and creates comprehensive competitor profiles. Use when asked to analyze competitors, research leadership teams, investigate market positioning, compare products/pricing, assess strategic threats, or gather intelligence on founders and key executives.

Use when adding CopilotKit to an existing project or bootstrapping a new CopilotKit project from scratch. Covers framework detection, package installation, runtime wiring, provider setup, and first working chat integration.

Comprehensive Drupal patterns from "Drupal at Your Fingertips" by Selwyn Polit. Covers 50+ topics including services, hooks, forms, entities, caching, testing, and more.

Project a flow-next spec to a tracker issue (Linear first, GitHub next) and reconcile body/status/comments two-way — projection, not coordination. The spec stays the source of truth; the tracker is a co-editable mirror. Use to configure the bridge (discovery ceremony), link a spec to an issue (flow-first push or tracker-first "grab issue X and spec it"), push/pull/reconcile, or unlink. Triggers on /flow-next:tracker-sync, "sync to linear", "push this spec to the tracker", "grab issue X and spec it", "link this spec to the issue", "reconcile with the tracker". NOT /flow-next:sync (that is plan-sync, a different skill).

Generate Unsloth training notebooks and scripts. Use when the user wants to create a training notebook, configure fine-tuning parameters, or set up SFT/DPO/GRPO training.

Generates or updates RBS type signatures in separate .rbs files. Triggers when creating, updating, or maintaining type signatures for Ruby source files.

Generates or updates RBS-inline type annotations directly in Ruby source files as comments. Triggers when creating, updating, or maintaining inline type signatures for Ruby source files.

Complete Hindsight documentation for AI agents. Use this to learn about Hindsight architecture, APIs, configuration, and best practices.

Example scaffolding and checklists for developing Home Assistant custom integrations. Use when building or reviewing a custom integration based on the included example templates.

Jujutsu version control through jut, a human and agentic framework around jj. Use for: check status, view changes, commit work, create branches, push, pull, create PRs, squash commits, reword messages, absorb changes, undo operations, view history. Complements jj — use jut for opinionated workflows, drop into raw jj for everything else.

Pragmatic patterns for building multiplayer games: matchmaking, tick loops, realtime state, interest management, and validation.

Implement and verify joelclaw observability on every change so failures cannot stay silent. Use when adding/updating Inngest functions, gateway channels, webhook providers, APIs, workers, or any pipeline step. Enforces canonical OTEL contract, storage path, and verification gates. Triggers on: 'o11y', 'observability', 'logging', 'otel', 'instrument this', 'silent failure', 'add telemetry', 'log this function'.

Compose Dutch-context personas on-demand from external trait pools and pre-authored coupled archetype bundles. Returns 1-30 composed personas given optional constraints (domain + role catalog, count, diversity requirements, output format). All output in Dutch. Callable by other skills (ontdek-kansen, business-case-management, user-research) via the Skill tool when they need disposable, domain-relevant persona sets.

Spec-driven development workflow. Use for exploring ideas, proposing changes, implementing specs, and archiving completed work. Triggers on "spec", "propose", "explore", "apply", "archive", "critique", or "specification".

Research synthesis frameworks including affinity mapping, thematic analysis, and insight generation. Use when synthesizing interview data, identifying patterns across research, extracting actionable insights, or building personas from findings. Trigger on: 'synthesize my research', 'what themes emerged from interviews', 'affinity mapping', 'turn research into insights', 'build a persona from this data'.

A guide for coding with UdonSharp. Use this when you are asked to create or edit UdonSharp programs. Code that inherits from UdonSharpBehaviour falls under UdonSharp code.

Use when adding, configuring, or troubleshooting mise-managed tools - ensures proper CLI usage, detects existing config files, and diagnoses PATH/activation issues when commands aren't found

Swap tokens and manage concentrated liquidity positions on Aerodrome Slipstream (CLMM) on Base. Trigger phrases: aerodrome swap, aerodrome liquidity, aerodrome slipstream, add liquidity aerodrome, remove liquidity aerodrome, aerodrome position, aerodrome CL pool, concentrated liquidity base.

Angular 12-16 performance optimization guidelines with NgModules, RxJS patterns, and classic template syntax (*ngIf, *ngFor). Use when maintaining or working with pre-v17 Angular codebases. Triggers on tasks involving Angular components, services, modules, or performance improvements in legacy projects.

ByteRover CLI for context engineering - manage project knowledge, decisions, and patterns with AI coding agents.

View and edit cmux settings in ~/.config/cmux/cmux.json. Use when the user wants to change cmux preferences (appearance, sidebar, notifications, automation, browser, shortcuts), set a value by JSON path, validate the file, open it in an editor, or look up which keys cmux recognizes. Triggers on '/cmux-settings', 'change cmux setting', 'set <something> in cmux', 'cmux config', 'cmux.json', or 'rebind a cmux shortcut'.

Conversational GDB debugging for Breenix kernel. Use for interactive debugging sessions - set breakpoints, inspect registers, examine memory, step through code, investigate crashes.

Scaffold, build, and package SwiftPM-based macOS apps without an Xcode project. Use when you need a from-scratch macOS app layout, SwiftPM targets/resources, a custom .app bundle assembly script, or signing/notarization/appcast steps outside Xcode.

Self-healing monitoring system for OpenClaw gateway. Auto-detects failures, fixes crashes, and sends Telegram alerts.

Configures trace spans, defines custom metrics, sets up log exporters, and optimizes sampling strategies for OpenTelemetry instrumentation. Use when instrumenting applications with traces, metrics, or logs. Triggers on requests for observability, telemetry, tracing, metrics collection, logging integration, or OTel setup.

# Skill Extractor

Create, validate, and package Claude skills with structured workflows. Use when creating a new skill, updating an existing skill, or packaging a skill for distribution.

Analyze your SpecStory AI coding sessions in .specstory/history for yak shaving - when your initial goal got derailed into rabbit holes. Run when user says "analyze my yak shaving", "check for rabbit holes", "how distracted was I", or "yak shave score".

# Bilibili Subtitle Skill

Process genome assembly datasets for VEuPathDB resources

Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).

Lightweight Flutter enterprise development skill focused on feature-based clean architecture. Use when user asks to: (1) Build enterprise Flutter apps with clean architecture, (2) Implement feature-based modular structure, (3) Set up scalable Flutter project organization, (4) Create maintainable enterprise codebase. Triggers: Flutter enterprise app, clean architecture Flutter, feature-based Flutter, enterprise Flutter structure, modular Flutter architecture

Manage AWTRIX 3 devices via HTTP filesystem and utility endpoints. Use when listing/uploading/renaming/deleting files, checking flash usage, configuring Wi-Fi, controlling LiveView, or importing LaMetric icons.

# Meitu Skills Package

Use when the user says "plan my morning" or wants to fill out morning journaling (Gratitude, Better Day) and personal/work tasks for today's daily note.

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 OpenCode's capabilities with specialized knowledge, workflows, or tool integrations.

Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ.

This skill should be used when the user asks to "start:", "start a feature", "build a feature", "implement a feature", "new feature", "start working on", "I want to build", "let's build", "add a feature", or at the beginning of any non-trivial development work. It orchestrates the full lifecycle from idea to PR, invoking the right skills at each step.

Sends macOS notifications after xcodebuild commands, showing Build Succeeded or Build Failed with scheme and project info. Mimics Xcode's native build notifications. Auto-triggers on xcodebuild via PostToolUse hook.

Use when working with ANY data persistence, database, storage, CloudKit, migration, or serialization. Covers SwiftData, Core Data, GRDB, SQLite, CloudKit sync, file storage, Codable, migrations.

Implement automated backup strategy for VPS servers with regular snapshots, off-server storage, and retention policies to enable quick disaster recovery.

Leave notes on files for other agents to see in future sessions. Use after making non-obvious changes, fixing tricky bugs, or when code looks wrong but is intentional.

Groove engineering workflow system. Top-level entry point. Use groove-daily-*, groove-work-*, groove-utilities-*, groove-admin-* for all workflow and admin commands.

Scope execution pipeline and implementation methodology. Use for executing scopes (TDD three-phase pipeline), verifying completion, debugging, or building features from requirements.

Use when the user is designing, prototyping, or rewriting a desktop app that must run on multiple OSes (macOS + Windows, optionally Linux) AND feel indistinguishable from a native app to its users — fast launch, native windowing, native input handling, native materials. Trigger words include "cross-platform desktop", "Electron alternative", "Tauri vs native", "WebView wrapper", "near-native performance", "Raycast architecture", "WebKit/WebView2 quirks", "WKWebView", "system tray app", "global hotkey app", "launcher app". Do NOT trigger this skill for pure web apps, pure mobile apps, or for greenfield projects that have no native-feel requirement.

This skill MUST be invoked when the user says "extract entities", "define data model", "model relationships", "entity modeling", or "domain model". SHOULD also invoke when user mentions "relationship", "cardinality", "state machine", or "data attributes".

Generate D2 (d2lang.com) `.d2` diagrams from concepts or code. Use when the user wants architecture, workflow, sequence, or ERD diagrams rendered by the official D2 CLI / playground, or wants source-controlled text-based diagrams that diff cleanly in git.

Use rdt-cli for ALL Reddit operations — browsing feeds, reading posts, searching, viewing users, upvoting, saving, and subscribing. Invoke whenever the user requests any Reddit interaction.

Evidence-based nutrition guidance from The Renaissance Diet 2.0. Activate when users ask about diet for body composition, macros, calories, meal timing, fat loss, muscle gain, cutting, bulking, or nutrition periodization.

Sets up and installs the AI Software Architect framework in a NEW project for the FIRST time. Use when the user requests "Setup .architecture", "Setup ai-software-architect", "Initialize architecture framework", "Install software architect", or similar setup/installation phrases. Do NOT use for checking status (use architecture-status), creating documents (use create-adr or reviews), or when framework is already set up.

Analyzes codebases and conversation context to recommend relevant existing skills and suggest valuable custom skills to create. Use when exploring a project for the first time, when asked what skills would be useful, or when seeking to optimize workflow for a specific codebase.

Comprehensive guide for implementing Supabase Realtime features with best practices, scalable patterns, and migration strategies. Use when building realtime features in Supabase applications including messaging, notifications, presence, live updates, collaborative features, or migrating from postgres_changes to broadcast. Covers client setup, database triggers with realtime.broadcast_changes, RLS authorization, naming conventions, and performance optimization.

Dispatches many independent items in parallel: create a table, fan out to subagents, aggregate results. One row = one unit of work.

Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships

Strategic 5-10 year product planning for low-volume sportscar and specialist vehicle manufacturers. Covers new production vehicles, restomods/continuation cars, bespoke commissions, and motorsport programmes. Board-ready financial analysis with NPV/IRR. Integrates with HoshinKanri, SupplyChain, and AutomotiveManufacturing skills. USE WHEN creating product roadmaps, model lifecycle planning, platform strategy, powertrain transitions, competitive positioning, or OEM partnership evaluation.

This skill should be used when the user asks to "generate Rails code", "create a model", "create a controller", "add a migration", "write Rails tests", "set up background jobs", "configure Rails app", or discusses Rails conventions, best practices, ActiveRecord patterns, Hotwire/Stimulus, ViewComponent, RSpec testing, or Ruby on Rails development. Based on Evil Martians' AGENTS.md.

Document and manage architectural decisions using ADRs. Supports Y-statement and traditional ADR formats. Use when creating, reviewing, or searching decision records.

Instruments running binaries using Frida's dynamic analysis toolkit. Use when tracing function calls at runtime, hooking APIs, inspecting process memory, enumerating loaded modules, or performing instruction-level tracing on live processes.

Assist Swift developers who consume JavaScriptKit for WebAssembly development

Translate JSON i18n files to multiple languages with AI-powered quality optimization. Use when user mentions translating JSON, i18n files, internationalization, locale files, or needs to convert language files to other languages.

Work with Linear issues via CLI - use this skill whenever the user asks about Linear issues, creating, updating, commenting on, or deleting issues, or checking issue status and details

Trigger when: (1) User mentions "manim" or "Manim Community" or "ManimCE", (2) Code contains `from manim import *`, (3) User runs `manim` CLI commands, (4) Working with Scene, MathTex, Create(), or ManimCE-specific classes. Best practices for Manim Community Edition - the community-maintained Python animation engine. Covers Scene structure, animations, LaTeX/MathTex, 3D with ThreeDScene, camera control, styling, and CLI usage. NOT for ManimGL/3b1b version (which uses `manimlib` imports and `manimgl` CLI).

Access and manage NocoDB databases via REST APIs. Free plans support bases, tables, fields, records, links, filters, sorts, and attachments. Enterprise plans add workspaces, views, scripts, teams, and collaboration features.

Printing Press CLI for Printing Press Golden. Purpose-built fixture for golden generation coverage.

Bootstrap a new project with Spec-Driven Development (SDD) structure, including AGENTS.md, specs/, and docs/.

Use when work depends on the user's live browser session or visible rendered state rather than static fetches, especially for browser debugging contexts or DevTools-selected elements or requests, logged-in dashboards or CMS flows, localhost apps, forms, uploads, downloads, media inspection, DOM or iframe inspection, Shadow DOM, or browser failures that look like soft 404s, auth walls, anti-bot checks, or rate limits.

Generate Power Automate flows from natural language. Reads connector schemas from work repo, outputs deployable solution files. USE WHEN user says 'create flow', 'power automate', 'automate workflow', or describes a business process to automate.

Git-backed issue tracker for multi-session work with dependencies and persistent memory across conversation compaction. Use when work spans sessions, has blockers, or needs context recovery after compaction.

Analyze your competitive landscape using Porter's Five Forces and modern frameworks—understand industry dynamics, identify strategic opportunities, and position your business for sustainable advantage. Use when: **Evaluate an industry** before entering or investing; **Understand competitive dynamics** in your market; **Identify strategic opportunities** based on industry structure; **Assess threats** from competitors, new entrants, or substitutes; **Develop positioning strategy** relative to ...

Load Navigator documentation navigator when starting development session, resuming work, or beginning new feature. Use when user mentions starting work, beginning session, resuming after break, or checking project status.

This skill should be used when the user asks to "bypass bot detection", "avoid CAPTCHA", "stealth browser automation", "undetected playwright", "bypass Google bot check", "rebrowser-playwright", or needs to automate websites that detect and block bots.

This skill provides tools and techniques for e-commerce website automation. Includes advanced search, product comparison, cart management, checkout process and other common shopping scenarios. Suitable for tasks requiring complex operations on e-commerce websites.

Two-phase collaborative workflow protocol and artifact conventions.

This skill should be used when the user is working with Effect-TS, asks to "write Effect code", "use Effect", "functional TypeScript", "handle errors with Effect", "dependency injection Effect", "Effect Layer", or needs expert-level guidance on Effect-TS patterns, error handling, concurrency, and best practices.

Search arXiv for preprints and scholarly articles across physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering, systems science, and economics. Supports field-specific queries (title, author, abstract, category), boolean logic, date filtering, and bulk retrieval with pagination.

Structural code search and refactoring using AST patterns. Use when searching for code patterns (not text), finding deprecated patterns, or systematic refactoring. Supports Nextflow, JavaScript, Python, and more.

Use when building features with TCA (The Composable Architecture), structuring reducers, managing state, handling effects, navigation, or testing TCA features. Covers @Reducer, Store, Effect, TestStore, reducer composition, and TCA patterns.

Implementation workflow, approval flow, final report, archive, and frontmatter update for drive sessions.

Build Laravel admin panels with Filament v5. Use for creating resources, forms, tables, widgets, and testing admin interfaces with Livewire v4.

Create Mermaid diagrams in Obsidian including flowcharts, sequence diagrams, class diagrams, and more. Use when visualizing processes, system architectures, workflows, or any structured relationships in Obsidian notes.

Use when the user is designing, prototyping, or rewriting a desktop app that must run on multiple OSes (macOS + Windows, optionally Linux) AND feel indistinguishable from a native app to its users — fast launch, native windowing, native input handling, native materials. Trigger words include "cross-platform desktop", "Electron alternative", "Tauri vs native", "WebView wrapper", "near-native performance", "Raycast architecture", "WebKit/WebView2 quirks", "WKWebView", "system tray app", "global hotkey app", "launcher app". Do NOT trigger this skill for pure web apps, pure mobile apps, or for greenfield projects that have no native-feel requirement.

Worktree-first dev environment manager for issues, PRs, and features with optional tmux sessions

This skill should be used when users want to initialize a new qualitative research project, mentions 'setup', 'initialize', 'new project', 'getting started', or asks about establishing philosophical foundations and epistemic stance. Triggers on phrases like 'start my research project', 'create a new study', 'configure my stance'.

Guide for setting up LaunchDarkly projects in your codebase. Helps you assess your stack, choose the right approach, and integrate project management that makes sense for your architecture.

Execute spec tasks one at a time with tmux visibility. Python-based orchestrator with transparent serial execution. Triggers on: rate limit, overnight run, throttled execution, avoid quota exhaustion, sequential mode, slow execution, or user says 'Run sequential orchestration for <spec>'.