Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
All
Make Alpaca API clients resilient — rate-limit header handling, HTTP 429 backoff, exponential retry, bounded concurrency/worker pools, pagination loops, batch sizing, and timeouts. Use when building robust REST clients, bulk/cron jobs, or reconciliation sweeps against Alpaca in any language.
Mandatory for Gemeente Amsterdam Dutch text and tone of voice. Use for UI labels, buttons, headings, error messages, form labels, page content, notifications, descriptions, tooltips, placeholder text, web content, letters, emails, policy documents, chatbot responses, and other user-facing writing. Covers De Stijl van Amsterdam, Heldere Taal (B1), Eenvoudige Taal (A2), inclusive language, active writing, and Amsterdam tone. Use with amsterdam-design-system when UI work includes text.
Reviews REST and GraphQL APIs against the OWASP API Security Top 10:2023. Auto-invoked when reviewing OpenAPI/Swagger specs, API endpoint code, or GraphQL schemas. Covers BOLA, BFLA, authentication, rate limiting, and SSRF. Produces findings mapped to API1-API10 with remediation guidance.
Builds and edits a model-driven Power Apps app from a natural-language intent — tables, columns, relationships, adaptive forms with sub-grids, views, Choice-column charts, business rules, business process flows, generative page intents for overview/dashboard surfaces, and an app module + sitemap. Runs an interactive authoring flow with plan approval and can download a deployed app back into an editable spec to change it. Use when the user says "build an app for X", "create a model-driven app", "make me an app to manage Y", "add a business process flow", or "edit/add to my app". Do not use it for a generic web or React app or website, Power Pages, canvas apps, or Power Automate, or when the user rules out Power Platform, Dataverse, or model-driven apps (for example "no Power Platform"). This skill stands alone and does not require /genpage — but for a standalone generative page added to an app that already exists, use /genpage instead.
Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and depth, typography (optical sizing, tracking, leading), reduced-motion, or the design foundations (feedback, spatial consistency, restraint) behind Apple-style interfaces.
Project conventions for writing, editing, restructuring, or reviewing the beads user documentation — the Mintlify site under docs/. Use this whenever you touch anything in docs/ (pages, concept docs, reference, integration guides, recovery runbooks, diagrams, docs.json navigation) or write/edit prose about beads, even when the request is just "fix the docs", "write a docs page", "the docs are wrong/confusing", "rename X across the docs", or an edit to a file under docs/. It defines the canonical concept model (bead → dependencies → ready work; formula → proto → molecule/wisp; gates; Dolt sync and federation), required terminology, the prose/emphasis/diagram conventions, the rule that generated docs are edited at their source, and the gates to run before docs work is done.
Divergent ideation and corpus expansion via Verbalized Sampling plus extended thinking — single-shot generates several internally diverse candidates and surfaces the strongest, or expands a seed corpus into a diverse dataset for evals and test sets. USE WHEN be creative, brainstorm, divergent ideas, creative solutions, maximum creativity, tree of thoughts, radically different, name this, creative angle, expand this corpus, synthetic data, generate diverse examples, create test set. NOT FOR multi-cycle evolutionary ideation with Lamarckian meta-learning (use Ideate).
Generate one excellent, on-brand blog post per run for any business, built to rank on Google and get cited by AI search (ChatGPT, Claude, Perplexity, AI Overviews). A stateful engine: reads a brand strategy doc, picks a fresh topic (never repeats), researches, writes in the brand's voice, and logs the post back. Use when the user wants to write a blog post, run a daily or recurring blog task, or generate SEO / AEO / blog content. For keyword data and audits, defer to seo-research.
Turn vague "what did I do?" into evidence-backed impact statements for performance reviews, self-reviews, promotion packets, and weekly updates. Uniquely mines Copilot CLI session logs to reconstruct forgotten work, plus git commits and GitHub PRs. Enforces a 3-part impact contract (action → result → evidence). Works standalone with zero dependencies. Trigger for: "brag", "log work", "what did I do", "backfill my work history", "performance review", "self-review", "self assessment", "write impact statement", "review prep", "promo packet", "promotion case", "weekly update", "status report", "accomplishments", "what did I ship", "I forgot to log my work", "summarize my work", "track my wins", "what should I highlight", "end of half", "career growth", "work journal", or any request to document, summarize, or organize work accomplishments
Configure SAML 2.0 identity federation between on-premises Active Directory (via AD FS or a third-party IdP) and Microsoft Entra ID, covering federation models (AD FS, password hash sync, pass-through auth, third-party IdP) and the SAML authentication flow. Use when extending on-premises authentication authority to cloud resources or designing hybrid identity SSO architecture for Entra ID.
Build automated IOC enrichment pipelines in Splunk Enterprise Security by ingesting threat feeds into KV Store collections and correlating them against security events via lookup tables, modular inputs, and the Threat Intelligence Framework. Use when wiring threat intel into Splunk correlation searches to flag IOC matches and reduce SOC triage time.
Interactive consulting case interview practice with structured frameworks, feedback mechanisms, and progressive difficulty. Use when preparing for management consulting interviews, case competitions, or business problem-solving exercises.
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
Rate-limit-resilient pipeline with checkpoint/resume for long multi-phase sessions. Saves progress to .claude/pipeline-state.json after each phase. Use when starting a complex multi-phase task that risks hitting rate limits, when resuming an interrupted session, or when orchestrating work spanning commits, GitHub issues, and large file changes.
An advanced development guide to Claude Code—a comprehensive Chinese-language tutorial covering tool usage, the REPL environment, development workflows, MCP integration, advanced patterns, and best practices. For learning Claude Code's advanced features and development techniques.
Use when loading images in Compose or Compose Multiplatform with Coil 3 — AsyncImage vs SubcomposeAsyncImage vs rememberAsyncImagePainter, ImageRequest configuration, placeholder/error states, performance in lists, and KMP setup with LocalPlatformContext.
Expert guidance for creating, configuring, and using Claude Code hooks. Use when working with hooks, setting up event listeners, validating commands, automating workflows, adding notifications, or understanding hook types (PreToolUse, PostToolUse, Stop, SessionStart, UserPromptSubmit, etc).
Open a GitHub pull request that matches what the branch ACTUALLY changed — validated against the real base, not the branch name or an optimistic summary. Reads the full diff against the true base branch, blocks on protected-branch/empty-branch/conflict-marker states, invokes `commit` first if the tree is dirty, classifies type/scope/breaking-changes from the diff, runs the narrowest relevant checks, pushes the branch, then creates the PR with `gh` and verifies its number, URL, and state. Never fabricates passing test status or an absent breaking change, and never creates the PR before the branch is on remote; falls back to a prepared title/body/compare URL if `gh` is missing. Use only when the user explicitly asks to open or create a PR.
Expert customer health scoring and analytics guidance. Use when designing health scores, building churn prediction models, analyzing usage metrics, identifying at-risk accounts, creating executive dashboards, or performing cohort analysis. Use for leading indicator development, customer data enrichment, risk escalation frameworks, and retention analytics.
cyeam.com CLI — installation, updates, output format notes, command quick reference. See separate skills for domain details (live-broadcast, pinyin, etc.). For architecture questions, use MCP. [Important] You must first read the original skill text to get the correct command format; do not guess.
Conduct in-depth, multi-step research on a given topic by decomposing queries, finding diverse sources, cross-referencing findings, and synthesizing a comprehensive report. Use when the user requests deep research or provides relevant inputs for this workflow.
Azure Deployment Stacks for unified resource lifecycle management. Proactively activate for: (1) Azure Deployment Stacks (GA replacement for Azure Blueprints), (2) deny settings (DenyDelete, DenyWriteAndDelete) for resource protection, (3) ActionOnUnmanage behavior (delete, detach), (4) Bicep deployment stacks, (5) cross-subscription stack deployments, (6) updating an existing stack (resource adoption), (7) inspecting stack resources and history, (8) stack vs. traditional deployment tradeoffs, (9) GitOps with deployment stacks. Provides: Bicep stack templates, az stack CLI reference, deny-settings matrix, and migration guidance from Blueprints.
Executes a domain rebrand, subdomain-to-subfolder merge, or blog URL consolidation with zero ranking loss, shipping a verified 1-to-1 redirect config, `scripts/verify-redirects.sh`, canonical and schema cutover edits, and `seo/backlink-transfer-emails.md` outreach drafts. Use when the user is changing domains, rebranding, moving `blog.` to `/blog`, merging sites, renaming URL slugs in bulk, or asks how to migrate without losing SEO traffic
Explain and manage a host-mode duoduo installation after onboarding. Use when the user asks how duoduo works, how stdio/daemon/channel/session fit together, where duoduo stores config and state, how to inspect current setup, how to upgrade duoduo itself, where something lives on disk (kernel_dir, runtime_dir, .env, descriptor.md), how to archive or recover a specific session (`duoduo session archive`, sessions-archive directory, restoring an archived session), or for broad 'configure duoduo' / 'fix my duoduo' requests that haven't narrowed to a specific channel or runtime setting yet. Also trigger for Chinese: 帮我理解 duoduo, duoduo 是怎么工作的, 看看我现在的 duoduo 配置, 帮我管理 duoduo, 升级 duoduo, 升级要注意什么, duoduo 哪个路径存什么, 归档 session, 删掉 session, 恢复归档 session.
Browse Feishu OpenAPI methods locally and pass through calls to any API. Use the three-part `service.resource.method` schema to look up paths, parameters, and scopes without going online; call any endpoint directly with `feishu-cli api <method> <path>` (v1.29+, covering 2500+ unwrapped APIs). Use when users ask whether Feishu has an XX API, what parameters an X API takes, what scope an X method requires, to browse OpenAPI methods, see how the SDK makes a call, or call an unwrapped Feishu API. Not applicable: checking the latest online schema (use OpenAPI Explorer; local metadata may lag behind the Feishu Open Platform).
One call to inventory an entire Figma design system — variables/tokens (grouped by collection + mode), components and component sets (with property definitions and per-variant visual specs), and styles (color/text/effect with resolved values). Use when you need the whole design-system picture before generating code or auditing coverage — triggers: “inventory my design system”, “extract all tokens and components”, “what's in this design system”, “dump the design system kit”, “give me every variable, component, and style”, “build a design-system manifest”, “audit my Figma library”. Has a verbosity/scope guard so big files don't blow the response budget. Goes well beyond the native MCP's get_design_context (single-selection) / get_metadata.
Generates code that fine-tunes a base model using SageMaker serverless training jobs. Use when the user says “start training”, “fine-tune my model”, “I'm ready to train”, or when the plan reaches the fine-tuning step. Supports SFT, DPO, RLVR, and RLAIF trainers, including RLVR Lambda reward function and RLAIF custom prompt creation.
Use when a request needs external sources, current facts, listings, a supplied URL, papers, or library and API documentation. When using Firecrawl for the request, use firecrawl_search to find sources and firecrawl_scrape to read a supplied or discovered URL. Firecrawl also collects structured data. Respect explicit source and tool preferences.
Fix pseudo module and implicit global issues that UI5 linter reports but cannot auto-fix. Use this skill when linter outputs: - `no-pseudo-modules` with messages about deprecated enum or DataType pseudo module access - `no-implicit-globals` with messages about module not exported by library or OData globals Trigger on: direct enum imports (sap/ui/core/BarColor), direct DataType imports (sap/ui/core/CSSSize), library.EnumName access, odata.compare/fillUriTemplate/uriEncode in bindings. Provides guidance on proper module imports for enums, DataTypes, and OData expression addons.
Execute a comprehensive Flutter Project Health Audit. Analyzes tech stack, architecture, state management, testing, code quality, CI/CD, and documentation. Produces a shareable Markdown report with section scores and weighted overall score. Use when the user asks to audit a Flutter project, run a health check, evaluate project quality, or assess technical debt. Triggers on: 'flutter audit', 'health audit', 'project audit', 'flutter health', 'tech debt assessment', 'project quality check'.
Use this skill when users need to validate an existing sales funnel, landing page sequence, or customer journey. Activates for "validate my funnel," "is my funnel good," "why isn't my funnel converting," or when checking funnel quality before driving traffic.
🇺🇸 GitHub Star Sustained Growth Playbook — Monthly 300+ star growth SOP. Content rhythm, community ops, event-driven growth, contributor & ambassador systems. Battle-tested: AFFiNE 0→60K+, Client Project A 0→10K stars. 🇨🇳 GitHub Star 持续增长实操手册 — 月增 300+ Star 的完整 SOP。内容节奏、社区运营、活动驱动增长、Contributor 与 Ambassador 体系。实战验证：AFFiNE 0→60K+、Client Project A 0→10K Star。 🇯🇵 GitHub Star 持続成長プレイブック — 月間300+ Star成長SOP。コンテンツリズム、コミュニティ運営、イベント駆動成長、Contributor＆Ambassadorシステム。実戦検証：AFFiNE 0→60K+、Client Project A 0→10K Star。 🇰🇷 GitHub Star 지속 성장 플레이북 — 월 300+ 스타 성장 SOP. 콘텐츠 리듬, 커뮤니티 운영, 이벤트 기반 성장, Contributor & Ambassador 시스템. 실전 검증: AFFiNE 0→60K+, Client Project A 0→10K 스타. Triggers: "GitHub star growth" | "sustained star growth" | "monthly star growth" | "star growth SOP" | "contributor system" | "ambassador program" | "open source community" | "community growth" | "developer community growth" | "star持续增长" | "Star增长" | "开源社区运营" | "贡献者体系"
AI movement decision router for chase, patrol, crowd, and bake choices on top of NavigationAgent/Server. Use when deciding node agent vs RID server, bake vs obstacle, layer masks, or retarget policy — not for engine navmesh recipes. Keywords: AI navigation, chase retarget, patrol, crowd RVO, bake vs obstacle, NavigationAgent decision tree.
Generate or edit raster images through the HappyCode OpenAI-compatible GPT Image 2 API. Use when the user requests HappyCode or this project uses it as the default backend for new images, reference-image transformation, composition, inpainting, editing, batches of 2-5 images, or first-use configuration.
Analyze CDN domain traffic anomalies using hcloud CLI. Query billing mode and traffic/bandwidth metrics for specified domains, compare against 3-month baseline and absolute thresholds to identify traffic theft or abuse. Use this skill when the user wants to: (1) analyze CDN domain traffic anomalies, (2) check if a domain has traffic theft or abuse, (3) query CDN billing mode and traffic/bandwidth metrics, (4) compare current traffic against historical baseline. Triggers include: "CDN流量异常", "流量异常分析", "域名流量分析", "流量盗刷", "带宽异常", "95带宽异常", "流量突增", "流量对比", "基准分析", "traffic anomaly", "bandwidth anomaly", "CDN traffic analysis", "traffic theft detection", "baseline comparison"
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.