Skills
100,928 packaged capabilities and playbooks for agents. Install any of them with one command.
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Dispatch implementation tasks to agent teammates in git worktrees from a prepared capsule, then settle the batch. Triggers: 'delegate', 'dispatch tasks', 'assign work', or /delegate. Compiles the batch with prepare, spawns teammates, submits their results with settle. Supports --fixes flag. Do NOT use for single-file changes or polish-track refactors.
Deploys an existing Power Pages site to a Power Pages environment using PAC CLI. Routes SPA sites to the existing build and upload-code-site workflow, and PAC-downloaded non-SPA (classic) sites to an isolated upload workflow with explicit data-model and website-identity checks. Handles tooling verification, authentication, environment confirmation, upload approval, and verification. Use when the user wants to deploy, upload, publish, or push either site type
Builds .NET UI apps across Blazor (Server, WASM, Hybrid, Auto), MAUI (XAML, MVVM, Shell, Native AOT), Uno Platform (MVUX, Extensions, Toolkit), WPF (.NET 8+, Fluent theme), WinUI 3 (Windows App SDK, MSIX, Mica/Acrylic, adaptive layout), and WinForms (high-DPI, dark mode) with JS interop, accessibility (SemanticProperties, ARIA), localization (.resx, RTL), platform bindings (Java.Interop, ObjCRuntime), and framework selection. Spans 20 topic areas. Do not use for backend API design or CI/CD pipelines.
Drive and verify an Electron or Tauri desktop app from the inside, including the main-process and Rust IPC calls a browser tool cannot see. Use when a desktop app needs testing, when a feature works in the browser but not in the packaged app, when an IPC or invoke call needs proving, when a desktop screenshot or visual diff is wanted, or when you need a headless run of a desktop UI in CI
Expert EU Cyber Resilience Act (CRA) advisor for Regulation (EU) 2024/2847 — mandatory cybersecurity and vulnerability handling requirements for all products with digital elements (PDEs) sold in the EU. Use this skill for gap analysis, product classification (Default / Class I / Class II), conformity assessment route selection, CE marking, SBOM requirements, vulnerability and incident reporting to ENISA/CSIRTs, support period obligations, and manufacturer/importer/distributor duties. Trigger for EU CRA, Cyber Resilience Act, PDE compliance, Annex I requirements, SBOM EU, CE marking cybersecurity, or connected product security EU.
Extract text from PDFs for LLM consumption. Use when processing PDFs for RAG, document analysis, or text extraction. Supports API services (Mistral OCR) and local tools (PyMuPDF, pdfplumber). Handles text-based PDFs, tables, and scanned documents with OCR.
Expert blueprint for fighting games including frame data (startup/active/recovery frames, advantage on hit/block), hitbox/hurtbox systems, input buffering (5-10 frames), motion input detection (QCF, DP), combo systems (damage scaling, cancel hierarchy), character states (idle/attacking/hitstun/blockstun), and rollback netcode. Based on FGC competitive design. Trigger keywords: fighting_game, frame_data, hitbox_hurtbox, input_buffer, motion_inputs, combo_system, rollback_netcode, cancel_system, advantage_frames.
Retrieve historical market capitalization data for any stock using Octagon MCP. Use when tracking market cap changes over time, analyzing valuation trends, identifying peak and trough valuations, and comparing historical size classifications.
One-click deployment of the JiuwenSwarm multi-Agent collaboration platform on Huawei Cloud Flexus L instances. Use when users need to quickly deploy JiuwenSwarm/JiuwenClaw on Huawei Cloud Flexus L instances, automatically create cloud instances and deploy AI Agent platforms, or configure model APIs and message channels (Xiaoyi/Feishu/DingTalk). Automatically creates instances, deploys applications via COC, and configures models and message channels. Trigger keywords: JiuwenSwarm deployment, JiuwenClaw deployment, 九问Swarm部署, 九问Claw部署, 一键部署JiuwenSwarm, AI智能体平台部署, 部署九问Swarm, 部署九问Claw, 云服务器部署AI平台.
Implement WCAG 2.2 accessibility patterns in Shopify Liquid themes. Covers e-commerce-specific components including product cards, carousels, cart drawers, price display, forms, filters, and modals. Use when building accessible theme components, fixing accessibility issues, or reviewing ARIA patterns in .liquid files
nginx C module debugging guidelines based on the official nginx development guide. Use when debugging nginx C module crashes, memory bugs, request flow issues, or production problems. Triggers on tasks involving segfault analysis, coredump debugging, GDB inspection, memory leak detection, request phase tracing, AddressSanitizer setup, or nginx module troubleshooting
AI-powered deep research using Parallel AI APIs for chat, research reports, entity discovery, and data enrichment. Use this skill when doing web research, competitive analysis, market research, generating research reports, finding companies matching criteria, or enriching existing data. Triggers on research requests, competitive intelligence, finding companies, or data enrichment tasks.
Python Optimization Modeling Objects. A high-level framework for formulating, solving, and analyzing optimization models. Supports Linear Programming (LP), Mixed-Integer Linear Programming (MILP), and Non-Linear Programming (NLP). Part of the COIN-OR project. Use for mathematical optimization, linear programming, mixed-integer programming, non-linear programming, strategic planning, process engineering, energy systems, supply chain optimization, stochastic programming, and solver integration with IPOPT, SCIP, Gurobi, CPLEX, or GLPK.
Quicknode blockchain infrastructure for 80+ chains: Core RPC API, Streams, Webhooks, Blazar WSS, Solana gRPC, HyperCore gRPC, SQL Explorer, Metaplex DAS API, Blockbook, Ordinals & Runes API, Swap API, x402, MPP, Agent Subscriptions, CLI, and MCP. Use for any Quicknode product, blockchain data access, or wallet-paid agent access.
Complete guide to React and Next.js best practices covering performance optimization, component architecture, shadcn/ui patterns, Motion animations, and modern React 19+ patterns. Use when writing, reviewing, or refactoring React/Next.js code. Triggers on tasks involving React components, Next.js pages, data fetching, UI components, animations, or code quality improvements. Scope is client-side React/Next — for Node/Express/API backend, use backend-patterns; for cross-cutting TS/JS standards, coding-standards.
React and Next.js performance optimization guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements. Do NOT use for component API architecture or composition patterns (use react-composition-patterns instead).
Single adversarial review pass over the integrated branch diff — spec-compliance, code quality, and test adequacy judged together by one fresh-context reviewer. Triggers: /review, 'review the changes', or after delegation completes. Emits one verdict (reviews.review.status). Do NOT use for plan-review (that is its own dispatched gate) or for debugging.
Rust best practices and code quality guidelines for writing idiomatic, safe, and performant Rust code. Use when writing, reviewing, or refactoring Rust code. Triggers on tasks involving Rust programming, code review, error handling, type safety, or performance optimization.
Think beyond immediate consequences to understand the chain reactions of decisions. Master Howard Marks' investment framework for seeing what others miss. Use when: **Strategic decisions** where long-term consequences matter; **Policy/rule changes** that will trigger behavioral responses; **Competitive moves** to anticipate market reactions; **Product decisions** where user behavior may shift; **Investment analysis** to see past obvious conclusions
Generate brand narrative and storytelling video prompts for Seedance 2.0（Higgsfield）. Use when users want to create a brand story video, company origin story, mission video, about us video, brand film, corporate narrative, founder story, brand anthem, company culture video, or emotional brand content. Trigger for requests involving brand stories, brand videos, company stories, origin stories, about us, mission videos, brand films, brand anthems, corporate videos, company culture, founder stories, brand narratives, or any brand/company storytelling video. This also applies to requests like “tell our company story” or “make a video for our mission.”
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”.
Stop-loss placement strategies for NSE/BSE equity trades. Covers structure-based, ATR-based, support/resistance-based, and moving average-based stops with buffer rules and hard limits. Use when the user asks: “where to set stop-loss,” “stop-loss for [stock],” “how to protect this trade,” “what’s a good stop level,” “risk management for [position],” or any question about initial stop-loss placement for Indian equity trades.
Re-syncs a configured DevOps Center test provider on a pipeline to pick up new test suites, via the Connect API sync endpoint, after explicit user confirmation. Takes a pipelineId and one or more testProviderIds and triggers an asynchronous re-sync so newly added suites become available for assignment. Use this skill when a test provider (e.g. Apex Unit Tests, Code Analyzer, Flow Tests, Provar) has had suites added since it was last configured and the user wants those suites to show up in DevOps Center. TRIGGER when: the user wants to re-sync a test provider, pull in new suites from a provider, refresh a provider's suite list, or says assigned suites are missing/out of date for a configured provider. DO NOT TRIGGER when: configuring a provider for the first time (that creates a new DevopsPipelineTestProvider configuration), or assigning/mapping existing suites to a stage (use managing-suite-assignments).
Automatically categorizes test failures, suggests responsible owners, and provides common fix checklists. Generates actionable test reports with failure analysis. Use for "test reporting", "failure triage", "test analysis", or "test automation".
Skill validation framework PLUS daily test-suite health and regression intelligence. Validates skill conformance (frontmatter, manifest coverage, resolver coverage). Runs the project test suite in tiered phases (unit / evals / integration / system health), classifies failures, and produces a regression-aware report.
End-to-end observational epidemiology analysis — from research question (PECO Population/Exposure/Comparator/Outcome) to publication-ready statistical report. Covers cohort/case-control/cross-sectional design, regression with confounders, propensity scoring, sensitivity analysis. Writes Python code for every step. Use for epidemiology study analysis, NHANES/UK-Biobank-style analyses
Query TradingView market data through the bundled tradingview MCP server without a desktop app or login. Use whenever the user wants a technical analysis readout (RSI, MACD, Bollinger rating, BUY/SELL summary), multi-timeframe alignment (weekly→daily→4h→1h→15m), exchange-wide scans (Bollinger squeeze, volume breakout, consecutive candles, smart volume), top gainers/losers by exchange, futures market data (NQ/ES/CL/GC overview, overnight movers, category snapshots), pre-market / after-hours quotes, a quick options chain or unusual options activity (volume/OI by strike), bulk stock prices, a global market snapshot, strategy backtests (Sharpe, drawdown, win rate), or crypto exchange scans. Triggers include “TA on X”, “multi-timeframe read”, “BB squeeze scan”, “futures movers”, “NQ overnight”, “pre-market price”, “unusual options activity”, “backtest RSI on AAPL”, and “top gainers on NASDAQ”. For options greeks, watchlists, alerts, or chart screenshots use tradingview-reader instead.
Check that a change to a web app actually works in the running app before calling it done. Drives the real page and returns a pass/fail verdict with the request that fired, the state that moved, and the file:line to fix. Use after editing a component, a form, a route, or an API call; when you have said “fixed” but have not opened the app; when the user asks “does it actually work?”; or when a change looks right on screen and you cannot prove it.
Writes or overwrites WORK-REPORT.md at the working tree root - session self-report (goal, problem/solution, follow-ups, suggested skills, abandoned) a reviewer or later session reads instead of re-deriving intent from the diff. Use for "work report", "checkpoint this", "hand off", "write up what we did". Offer proactively - asking first - when work is finished: "done", "ready to commit", "wrapping up", handoff to another agent.
Extract YouTube video transcripts with metadata and save as Markdown to Obsidian vault. Use this skill when the user requests downloading YouTube transcripts, converting YouTube videos to text, or extracting video subtitles. Does not download video/audio files, only metadata and subtitles
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.