Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
All
Guide for (a) auditing an existing whistleblower system or (b) drafting a compliant reporting policy from a provided template. Covers EU Directive 2019/1937, the amended Sapin II law (Waserman 2022), Decree 2022-1284, CNIL guidelines, public sector requirements, and duty of vigilance.
Inspect, drive, and verify a running Windows app UI via winapp ui (UI Automation): find elements, click, type, read text/values, wait for state, take screenshots in WinUI, WPF, WinForms, Win32, or Electron apps. Use to check, test, or act on a live app; for WinUI XAML internals, use winui-devtools.
World architect specializing in fictional history, magic systems, and lore consistencyUse when "worldbuilding, world lore, fictional world, create a world, fantasy setting, sci-fi universe, game lore, magic system, Sanderson's Laws, hard magic, soft magic, create a culture, fantasy religion, naming language, world bible, lore document, worldbuilding, lore, narrative, fiction, game-narrative, fantasy, scifi, magic-systems, culture-design, mythology, conlang" mentioned.
WordPress ACF and content modeling review. Use when reviewing Advanced Custom Fields usage, field group architecture, CPT and taxonomy design, options pages, repeaters, flexible content, block-bound field groups, meta storage patterns, or when user mentions "ACF", "field groups", "flexible content", "repeater", "custom post type design", "taxonomy design", "content model", "relationship fields", "ACF JSON", "options page", or "meta query performance". Detects schema drift, weak content modeling, brittle field naming, and performance issues in meta-heavy WordPress builds.
Draft a pull request title and body from the current branch's diff and commit history, following the project's PR template and title conventions. Use when the user is about to open a PR and wants ready-to-paste content, or asks to write, draft, or fill in a PR description. Read-only — never opens or pushes the PR.
Use when writing communication aimed at colleagues rather than users or customers — 3P updates (Progress/Plans/Problems), status reports, leadership and exec updates, company newsletters, FAQ answers, project updates, incident reports, launch announcements, or policy and reorganization notes. Triggers include "write an update for leadership", "draft the weekly status", "announce this to the company", "write the incident writeup".
XXL-JOB best-practice patterns. A custom wrapper built on hiwepy/xxljob-spring-boot-starter, covering the @XxlJobCron annotation as a replacement for native @XxlJob (code as configuration / cron written in code / auto-registration to admin at startup), programmatic job management with XxlJobTemplate (CRUD / start-stop / trigger / automatic session renewal), executor auto-configuration (Unirest SSL / port fallback / Nacos adaptation), Micrometer metrics integration, and v2/v3 dual-version compatibility. Corrects LLM misuse: using @Scheduled instead of distributed scheduling, not knowing XxlJobTemplate's programmatic management, and not knowing the selfStarting auto-registration mode of @XxlJobCron.
Marriage fortune reading skill. Triggered when the user mentions marriage prospects, marriage compatibility, BaZi pairing, Chinese zodiac pairing, spouse palace, peach blossom luck, drawing lots about relationships, the red thread, destiny, destined partner, bad peach blossom luck, romantic fortune, whether they can be together, when they will meet the right person, whether he/she is the right person, whether the two are a good match, and related topics. Supports six modes: BaZi marriage compatibility, Zi Wei spouse palace, Chinese zodiac pairing, marriage lot poems, peach blossom fortune, and red thread reading.
Make palette decisions for academic figures — choose between classic and pastel style families, then recommend a colorblind-safe scheme with exact hex values based on venue, domain, figure type, and module count. Use this skill whenever the user asks about colors, palettes, style for a figure, including "用什么配色", "推荐配色", "what palette for NeurIPS", "Nature Blue", "classic vs pastel", "色盲友好配色", or any color-related question about academic diagrams.
Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when the user mentions academic research, scholarly writing, papers, or scientific literature.
Use when validating that implementation meets specification requirements — applies acceptance-driven backpressure with behavioral validation gates that prevent completion claims without passing tests. Triggers: spec-to-code validation, feature completion verification, pre-merge acceptance gate, release readiness check.
Connect to an Acquia Source ("Source powered by Drupal CMS") site — its JSON:API and MCP endpoints, OAuth2 auth, the @drupal-canvas CLI, and the Canvas Page API deploy workflow. Use when wiring an AI agent or app to a Source CMS site, building/uploading Drupal Canvas Code Components, deploying landing pages via the Page API, or registering the Source MCP server with Claude Code/Cursor.
Expert ML engineer specializing in machine learning model lifecycle, production deployment, and ML system optimization. Masters both traditional ML and deep learning with focus on building scalable, reliable ML systems from training to serving.
Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking. Use when writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizing the backlog.
Build, validate, and deploy workloads to the Akash Network—the decentralized cloud marketplace. Covers SDL syntax and examples, choosing a deployment method (Console API, the akt CLI, provider-services, TypeScript/Go SDKs), authentication (API key, JWT, self-custody wallets), Console teams and projects (team and project API keys, team billing), deployment lifecycle, fetching logs/events via the provider proxy, and fee grants/authz. Also covers AkashML—the managed inference interface for calling open-source LLMs on Akash compute via OpenAI/Anthropic-compatible APIs. Use for "deploy to Akash", "Akash SDL", "Akash Console API", "Akash CLI deploy", "akt deploy", "akt console", "Akash API key", "x-api-key", "Akash deploy logs", "stream Akash logs", "integrate Akash into my app", "@akashnetwork/chain-sdk", "@akashnetwork", "AkashML", "managed inference on Akash", "call an LLM on Akash", "playground.akashml.com", "api.akashml.com".
Alibaba Cloud PAI-Rec Engine Diagnostic and Configuration Validation Skill. Use for diagnosing PAI-Rec engine interface issues and validating engine configurations. Triggers: "PAI-Rec", "engine diagnosis", "engine config validation", "pairec", "recommendation engine".
"Analyze and optimize Aptos Move contracts for gas efficiency, identifying expensive operations and suggesting optimizations. Triggers on: 'optimize gas', 'reduce gas costs', 'gas analysis', 'make contract cheaper', 'gas efficiency', 'analyze gas usage', 'reduce transaction costs'."
Unified WebView remote debugging toggle for Android projects. `android-webview-debug-enable` sets all `setWebContentsDebuggingEnabled` calls to `true` and records modified locations with their original content; `android-webview-debug-revert` restores from the record, listing any mismatched entries at the end for manual confirmation. Triggers: 「开启 WebView 调试」「恢复 WebView 调试」 / android-webview-debug-enable, android-webview-debug-revert. Suitable for Android projects that need to uniformly enable or restore WebView debugging.
Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze reviews, track mentions, or gather customer feedback.
Write marketing copy and App Store / Google Play listings (ASO keywords, titles, subtitles, short+long descriptions, feature bullets, release notes), plus screenshot caption sets and text-to-image prompt templates for generating store screenshot backgrounds/promo visuals. Use when asked to: write/refresh app marketing copy, craft app store metadata, brainstorm taglines/value props, produce ad/landing/email copy, or generate prompts for screenshot/creative generation.
When the user wants to optimize their Apple Maps listing, set up Apple Business Connect, or improve visibility in Apple's ecosystem. Also use when the user mentions "Apple Maps," "Apple Business Connect," "Siri local," "Apple listings," "Apple Intelligence local," or "Maps on iPhone." For Google Business Profile, see gbp-optimization.
Use when animating an Apple-style interface — spring physics, the signature smooth/snappy/bouncy springs, fluid interruptible transitions, hero/continuity transitions, gestures (swipe, drag, context menu, Dynamic Island, swipe actions), haptic feedback, control/loading micro-interactions, and the web aliveness primitives (continuous scroll-progress motion + pointer-reactive sugar). Part of the apple-design family. Keywords: apple animation, spring, springs, damping fraction, response, fluid interface, interruptible, matchedGeometryEffect, zoom transition, hero, gesture, swipe to dismiss, drag, velocity handoff, context menu, haptics, taptic engine, sensory feedback, micro-interaction, button press, prefers-reduced-motion, css linear() spring, easing, scroll-progress, scroll progress mapping, damped scroll, scroll smoothing, mapRange, magnetic button, tilt, pointer-reactive, spotlight.
AVFoundation / AVKit / PhotoKit reference. AVPlayer, AVPlayerViewController, VideoPlayer, AVPlayerItem, AVMutableComposition, AVCaptureSession, AVCaptureDevice, AVCapturePhotoOutput, AVCaptureDeviceDirectionCoordinator, CameraCaptureAccessory (iPhone Duo), AVAudioEngine, AVAudioSession, AVAudioPlayer, AVSpeechSynthesizer, PHAsset, PHImageManager, PhotosPicker, PHPhotoLibrary.
Manage ASC plugins that extend the CLI with custom event handlers using the `asc` CLI tool. Use this skill when: (1) Listing installed plugins: "asc plugins list" (2) Installing a plugin: "asc plugins install PATH" (3) Removing a plugin: "asc plugins uninstall --name NAME" (4) Enabling or disabling plugins: "asc plugins enable/disable --name NAME" (5) Testing a plugin manually: "asc plugins run --name NAME --event EVENT" (6) User asks to "create a plugin", "add Slack notifications", "wire up a Telegram bot on build upload", or "extend the CLI with a custom handler" (7) Explaining the plugin protocol (manifest.json + run executable + JSON stdin/stdout)
Use when assessing project compliance against checkpoint-enabled skills, running /assess, triaging assessment results, or planning measurable improvements to coverage, mutation testing, or quality gates. Also use for checkpoint-backed release-readiness checks. A standalone code review or a small prose edit does not by itself require a project-wide assessment.
Develop Custom SCAPI REST endpoints with api.json routes, schema.yaml definitions, and OAuth scope configuration. Use this skill whenever the user needs to create a custom API on the Commerce platform, define OpenAPI 3.0 schemas for request/response, structure the rest-apis cartridge folder, or debug endpoint registration and 404 issues. Also use when building headless commerce integrations, choosing between Shopper (`ShopperToken`) and Admin (`AmOAuth2`) APIs, or troubleshooting why a Custom API endpoint isn't appearing or returning 404 in `b2c scapi custom status` — even if they just say 'custom REST endpoint', 'expose my script as an API', or 'my admin custom API isn't registering'.
Store and query custom business data using CustomObjectMgr, OCAPI Data API, and Shopper Custom Objects API. Use this skill whenever the user needs to create, read, update, or search custom object instances, build processing queues with status fields, choose between site-scoped and organization-scoped storage, or query custom objects with bool/term filters. Also use when persisting non-standard data -- even if they just say 'store config per site' or 'query my custom data'.
Manage eCDN zones, security settings, and edge configuration for B2C Commerce storefronts. Use this skill whenever the user needs to purge CDN cache, provision SSL certificates, configure WAF or firewall rules, set up rate limiting, enable logpush or Page Shield, manage MRT routing, configure mTLS or cipher suites, or optimize edge performance. Also use when troubleshooting CDN-layer issues, managing zone settings, or adding rules to the SCAPI (API) zone -- even if they just say 'clear the cache' or 'block bot traffic on our storefront'.
Baidu Wenku Smart PPT Personal Edition — generate high-quality PPT from a single sentence, supporting multiple styles, scenarios, and color schemes. TRIGGER: when the user mentions "生成PPT/做PPT/制作PPT/AI PPT/aippt/幻灯片/演示文稿". DO NOT TRIGGER: non-PPT operations, file management operations, cloud storage upload/download operations.
Barry student English listening and speaking assessment + bottleneck diagnosis; in 10-17 minutes it produces three CEFR scores (speaking/listening/overall) + localised listening and speaking bottlenecks, and writes them to Section 2 + 3 of the student profile. All students follow the same flow: standardised test inquiry (reference anchor) → Chinese-to-English promotion system (starting at B1, level up on passing, level down on failure, measuring speaking CEFR + pronunciation question at the end) → 5-question stepped listening (measuring listening CEFR) + stage a/b bottleneck diagnosis → overall level placement → confidence check + write profile. For Chinese-to-English, the basic passing criterion is "getting the meaning across"; complex sentence patterns/advanced vocabulary are a plus. First runs for new students are triggered by barry-onboarding; returning students invoke it directly to reassess. Triggers: 测评, 英语水平测评, 诊断, English assessment, CEFR, 卡点.
Use when loading with `AssetServer::load` or `AssetServer::load_builder().with_settings(..)`, holding a `Handle<T>`, spawning a glTF scene with `WorldAssetRoot` (`Handle<WorldAsset>`), mutating through `Assets::get_mut` / `AssetMut`, polling `LoadState::is_loaded`, resolving an `AssetPath`, or replacing `AssetId::invalid()` with `Option<AssetId<T>>` in Bevy 0.20.
Benchmark Blender modeling agents, skills, prompts, scripts, or MCP tools with paired isolated runs. Use for baseline-versus-plugin comparisons, regression suites, skill forward-testing, MCP usefulness evaluation, score calibration, or claims that a Blender workflow improves mesh, visual, structural, animation, cost, or completion quality.
Use when choosing or evaluating a brand archetype, defining brand personality or emotional positioning, or combining a primary and secondary archetype. Keywords - Jungian archetypes, 12 archetypes, Hero, Outlaw, Magician, Creator, Lover, Jester, Everyman, Caregiver, Ruler, Sage, Explorer, Innocent, 70/30 rule, Mark and Pearson.
Build an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision. Use when Copilot must preserve supporting, contradicting, qualifying, and missing evidence with exact source regions instead of collapsing disagreement into prose.
Bun JavaScript/TypeScript runtime and all-in-one toolkit. Covers runtime, package manager, bundler, test runner, HTTP server, WebSockets, SQLite, S3, Redis, file I/O, shell scripting, FFI, Markdown parser. Use when running JS/TS with Bun, managing packages, bundling, testing, or using Bun-specific APIs. Keywords: bun, bunx, bun install, bun run, bun test, bun build, Bun.serve, Bun.file, bun:sqlite, Bun.markdown.
Professional cryptocurrency trading analysis using Dow Theory 123 Rule and trend trading strategies. Provides detailed technical analysis, risk assessment, and leveraged trading recommendations (10x/50x/100x). Use when user asks about buying/selling crypto, mentions leverage trading, requests chart analysis, or discusses BTC/ETH/altcoins.
Use when running chaitin-cli commands to manage Chaitin security products: SafeLine WAF (site management, IP blocking, ACL, policy rules, attack logs), X-Ray vulnerability scanner (scan tasks, results, assets), CodeInsight (projects, repository configs, scan tasks, reports), CodeForce (projects, AI tasks, denoise, repositories), CloudWalker CWPP (events, vulnerabilities, assets), and T-Answer (semantic security operations for alarms, assets, policies, response actions, and Open API fallback).
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.