Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Validate code samples in Elastic documentation markdown files. Checks language identifiers, substitution attributes, callout usage, JSON validity, ES|QL syntax, and Painless scripts. Use when reviewing docs PRs, auditing content, or writing new examples.
Pattern for wrapping third-party SDK clients (Stripe, Resend, AWS, etc.) with Effect. Use when creating Effect services that wrap external libraries with Promise-based APIs. Provides type-safe error handling, automatic tracing, and clean dependency injection via the "use" pattern.
Structure and package support escalations for engineering, product, or leadership with full context, reproduction steps, and business impact. Use when an issue needs to go beyond support, when writing an escalation brief, or when assessing whether an issue warrants escalation.
Covers both giving and getting feedback — structures and scripts feedback conversations (positive, constructive, or behavioral) and provides techniques for drawing honest feedback from your own team. Produces SBI-framed feedback statements, opening lines for hard conversations, scripts for real situations, ways to handle resistance, and methods for extracting real feedback from reports. Use when the user wants to give someone feedback, says "how do I tell someone," "this person is struggling," "address a behavior," "hard conversation," "someone is underperforming," "praise this person," "write feedback for," "I need to say something," "difficult conversation," "get feedback from my team," "my team won't give me feedback," "blind spots," or "what does my team think of me." Do NOT use for formal annual or performance reviews (use performance-reviews) or sensitive HR situations that go beyond feedback (use difficult-situations).
Create evidence-aware, interactive visual explainers as self-contained offline HTML. Use when a user asks to explain a concept, repository module, engineering trade-off, or incident with a diagram, walkthrough, ELI5 treatment, data/request trace, failure view, or teach-back. Do not use for a plain short answer, ordinary prose rewrite, generic website implementation, or unsupported claims presented as facts.
Fix HTML bootstrap parameter issues that UI5 linter reports but cannot auto-fix. Use this skill when linter outputs these rules: - `no-deprecated-api` - For missing/deprecated bootstrap parameters (async, compat-version, animation, binding-syntax, etc.) - `no-deprecated-theme` - For deprecated theme values in data-sap-ui-theme - `no-deprecated-library` - For deprecated libraries in data-sap-ui-libs Trigger on error messages containing: "Missing bootstrap parameter", "Abandoned bootstrap parameter", "Redundant bootstrap parameter", "deprecated value", "bootstrap" Automatically applies safe fixes to HTML files containing UI5 bootstrap script tags.
Fix XML view/fragment issues that UI5 linter reports but cannot auto-fix. Use this skill when linter outputs these rules: - `no-globals` - For ALL global variable access in XML views — sap.*, jQuery.*, AND app-namespace globals (e.g., com.example.app.utils.Handler.onPress, my.app.formatter.method) - `no-ambiguous-event-handler` - For event handlers without dot prefix or local name - `no-deprecated-api` - For legacy template:require syntax (space-separated) Trigger on XML view/fragment files with errors about global variables, event handlers, formatters, type references in bindings, factory functions, or template:require. Automatically adds core:require declarations, fixes event handler prefixes, and handles .bind($control) for functions that use 'this'. IMPORTANT: The linter reports app-namespace globals in XML under `no-globals` — these MUST be fixed by this skill, NOT deferred to fix-linter-blind-spots. For native HTML or SVG in XML views, use the fix-xml-native-html skill instead.
Salesforce Flow Orchestrator for multi-user, multi-step business processes (2025). PROACTIVELY activate for: (1) building Flow Orchestrations (autolaunched and screen flows), (2) work assignment to users, queues, or roles, (3) interactive vs background steps, (4) approval-style workflows in Flow, (5) parallel and sequential stages, (6) Flow Orchestrator events (StageCompleted, OrchestrationCanceled), (7) error handling and resume patterns, (8) testing orchestrations, (9) migrating from legacy Process Builder/Workflow Rules, (10) Flow Orchestrator vs Approval Process tradeoffs. Provides: orchestration design patterns, stage/step templates, error-handling recipes, and migration guidance.
Create distinctive, production-grade frontend interfaces with high design quality. Use when building web components, pages, or applications. Includes framework-specific guidance for Tailwind, React, Vue, and Rails/Hotwire ecosystems.
Address tracker and analysis. Use this skill whenever the user provides an on-chain address or asks to track or query an address. Trigger phrases include: track this address, who owns this address, fund flow, check address. MCP tools: info_onchain_get_address_info, info_onchain_get_address_transactions, info_onchain_trace_fund_flow.
Git 2.49+ features and modern Git workflows (2025-2026). PROACTIVELY activate for: (1) Git 2.49+ features (reftables, sparse-checkout, partial clone, worktrees), (2) git-backfill for partial clones, (3) reftables migration (file backend to reftable backend), (4) sparse-checkout for monorepos, (5) git worktrees for parallel development, (6) partial clone (--filter=blob:none), (7) commit graph and bitmap optimizations, (8) trunk-based development workflows, (9) Git LFS, (10) modern alternatives to legacy commands. Provides: feature reference, version-detection snippets, sparse-checkout configuration, worktree workflow patterns, and migration guidance from older Git versions.
Full-history Godot version migration hub. Use when upgrading any Godot project toward the library target (currently 4.7)—from 1.x/2.x legacy eras through 3→4 and hop-by-hop 4.x minors—or finding Domain Skill-scoped migration notes. Trigger keywords: upgrade Godot, migrate Godot version, Godot 3 to 4, Godot 2 to 3, upgrading_to_godot, version migration, breaking changes, convert-3to4, TileMapLayer, AnimationMixer, engine.cfg, project.godot.
Complex GSAP timelines, including labels, callbacks, nested timelines, and position parameters. Use when orchestrating multi-step animations, building animation sequences, or creating coordinated motion. Essential for cinematic animations and complex UI choreography.
When the user operates HAP via the hap command line and multiple environments or accounts are authorized, use this skill to decide which environment/account to execute on. Trigger it whenever the user mentions switching environments/accounts, says "try it in the other environment", "use my other account", "don't touch production", "switch to the test one", or when an operation is destructive (deleting apps/tables/records, publishing, changing permissions) and the current environment/account is unclear — confirm first, then act. Not for: only one environment authorized, or purely looking up command parameters (use hap-cli for that).
Universal AI video generation supporting OpenAI Sora, Google Veo 2/3, Runway Gen-3/Gen-4, Pika 2.2, Luma Dream Machine (Ray 2), FAL (Kling / Wan / Veo / Sora wrappers), Ark Seedance 1.5 Pro/Lite, Bailian Wanx (i2v), MiniMax Hailuo-02, and Vidu Q3. Use this skill whenever the user asks to generate, create, make, or synthesize a video from a text prompt or from a first-frame image. Covers text-to-video and image-to-video, with optional last-frame control on providers that support it. Typical phrases include "generate a video of ...", "make a 5-second clip of ...", "animate this image", "生成一段视频", "做个短片", or any mention of video-generation model families like Sora, Veo, Runway Gen, Kling, Wan, Seedance, Hailuo, Pika, Dream Machine, Vidu. Always use this skill even if the user does not name a specific model — pick a provider from their EXTEND.md defaults or available API keys. Do NOT use this skill when the user explicitly mentions 即梦 / Dreamina / Jimeng — those go to happy-dreamina instead.
Analyses a third-party system's API or file specification against Factorial's integrations framework and produces a detailed integration mapping document — the integration domain (payroll or finance), every capability in that domain with its verdict (fully, partially or not supported), the vendor endpoints to use for each, and the field-by-field mapping between Factorial's API and the vendor's. Use whenever someone shares a vendor API spec, OpenAPI/Swagger file, developer-portal link, integration guide or file layout and wants to know what we could build against it, how to map it, whether an integration is feasible, or asks for integration scoping, a fit-gap assessment or a field mapping. Use it even for informal asks ("can we integrate with this?", "how would new hires map to their API?") and partial specs.
Reverse-engineer the hook formula from a viral LinkedIn post URL. Returns which of the 20 canonical 2026 formulas it uses (anaphora, R.I.P., year-pivot, time-anchor, curiosity-gap, contrarian, comment-gate, emotional cold-open, named-gratitude, and 11 more), why it worked, and a blank template. Use to learn from a competitor's post, not to write your own (use linkedin-post-writer).
Use Sorftime data to query Amazon product details and historical trends by ASIN across 14 marketplaces. Trigger for Sorftime product details, ASIN lookups, sales trends, price curves or history, BSR ranking history or trends, profit analysis, FBA fee analysis, gross margin, product trend analysis, daily or monthly sales, revenue trends, Deal promotion history, or related requests. Also trigger for Amazon product details or historical trend data by ASIN, even if “Sorftime” is not mentioned.
Multidimensional Amazon product search and filtering based on Sorftime data, covering 14 marketplaces and historical monthly snapshots. Trigger when the user mentions Sorftime product search, Amazon product filtering, competitor research, category analysis, brand bestsellers, seller analysis, seasonal products, historical snapshots, product search, monthly sales volume or revenue, finding products with ABA keywords, price-range filtering, new product discovery, multi-criteria filtering, product search, competitor research, category analysis, brand bestsellers, seller analysis, seasonal products, or historical snapshot. Trigger even if the user does not explicitly mention “Sorftime,” as long as they want to search, filter, compare, or explore Amazon products by category, brand, or seller.
Implements scheduled tasks and background processing for Magento 2. Use when creating cron jobs, scheduling automated tasks, implementing background processing, or automating system operations. Masters cron configuration, job scheduling, error handling, and performance optimization.
Modern DevOps and CI/CD bash automation patterns with containers and cloud (2025). PROACTIVELY activate for: (1) writing CI/CD scripts (GitHub Actions, GitLab CI, Azure DevOps), (2) container-aware shell scripting (detecting containers, Kubernetes pods), (3) cloud provider helpers (AWS CLI, Azure CLI, gcloud), (4) blue-green and canary deployments via bash, (5) writing idempotent rollback scripts, (6) integrating with Docker/Compose from bash, (7) cross-environment variable management, (8) build matrix orchestration. Provides: copy-pasteable CI snippets, container detection helpers, cloud CLI wrappers, deployment orchestration patterns, and idempotent rollback templates
(NS) Produce a codebase-grounded implementation brief for one GitLab issue or pasted scope. Blocking questions stay in chat (recommended answer, reply by number) and never go to GitLab. Use for enrich/expand requirements, grill-me, implementation brief, preview-then-post, ISSUE_URL before coding. Modes: Issue, Chat. Do NOT replace `/ns-spec-driven` Specify or version Clarify. Do NOT: PM intake, PRD, issue execution (`ns-execution-gitlab-issue`), start_execution_planning, code review (`ns-reviewer`).
Troubleshoot and operate OpenClaw browser on local or remote gateways. Use when Codex needs to enable the bundled browser plugin, resolve `pairing required` or device approval errors, choose between the managed `openclaw` profile and the attached `user` profile, handle Linux headless or Chrome CDP startup failures, or prove browser control with `profiles`, `start`, `open`, `snapshot`, and `screenshot`.
Audit a Penpot design for design-system / token GOVERNANCE issues (distinct from accessibility): hardcoded colors where a token exists, off-grid spacing, orphan/unresolved/unused tokens, duplicated values, and detached parts that should be component instances. Produces a severity report and suggests semantic-token swaps. Triggers: 'audit tokens', 'find hardcoded colors', 'token governance', 'check design system consistency', 'find off-grid spacing', 'detect raw values', 'are we using tokens correctly'.
Thin dispatcher / entry point for any Penpot request. Use FIRST on any Penpot task to ensure high_level_overview ran, read the user's intent, and route to exactly one target skill or workflow (build a screen, build a slide deck, build a design system, audit accessibility, audit tokens, migrate from Figma, rename layers, code review, extract DESIGN.md, etc.). Never mutates the canvas. Triggers: 'work on this Penpot file', 'help me with Penpot', 'I want to design/build/audit/migrate in Penpot', 'where do I start', 'which skill should I use', 'route this request', ambiguous Penpot asks.
Build n8n workflows using the Pinecone Assistant node or Pinecone Vector Store node. Use when building RAG pipelines, chat-with-docs workflows, configuring Pinecone nodes in n8n, troubleshooting Pinecone n8n nodes, or asking about best practices for Pinecone in n8n
Simulate a panel of your real prospects and buyers to pressure-test sales and marketing before it goes out — cold emails, pitch decks, landing pages, pricing pages, demo scripts, proposals. Each simulated prospect reacts in character, raises the objection they'd actually raise, and tells you whether they'd reply, book, or ghost. Use to de-risk outbound and messaging without burning real leads.
Plan Roblox analytics instrumentation and event logging. Use for retention funnels, first-action timing, tutorial drop-off, economy events, monetization conversion, session milestones, progression analytics, A/B test planning, and live game KPI review.
Plan Roblox growth marketing and user acquisition. Use for launch campaigns, Roblox sponsored ads, trailers, TikTok/YouTube/influencer outreach, social promotion, creative testing, update promotion, acquisition funnels, retention-aware growth loops, and launch-day push planning.
Replicate a UI screenshot/image/mockup into a high-fidelity, self-contained HTML page. Faithful image-to-HTML / screenshot-to-code cloning that matches the RENDERED result (not copied computed numbers) through a render -> screenshot -> compare -> refine loop using the local Chrome. Use whenever the user gives an image/screenshot/mockup/Figma export and wants HTML/CSS (plain or Tailwind), or asks to "复刻 / 还原 / clone / recreate / turn this design into a webpage".
Safely soft-delete a merged Git branch by updating the default branch and running `git branch -d`, removing the branch's linked worktree first when there is one. Use when the user wants to clean up, remove, or delete a local branch or worktree after merging, or says "soft delete this branch" / "delete my branch". Escalates to the user instead of force-deleting if the branch is unmerged, except squash-merged PRs verified via `gh`.
Expert-level Swift development for iOS and macOS with SwiftUI, Combine, and modern Swift 5.9+. Use when the user mentions iOS, macOS, SwiftUI, Combine, async await, or Apple platforms, or when the task involves modern Swift features, basics and optionals, functions and closures, or structs and classes.
Implement the Syncfusion WPF Maps (SfMap) control for geographical data visualization in Windows Presentation Foundation applications. Use this when displaying geographical data, rendering shape files, or integrating map layers with markers and bubbles. This skill covers ShapeFileLayer, ImageryLayer, map customization, legends, OpenStreetMap/Bing Maps integration, and interactive map features.
Implement Syncfusion WPF SfMarkdownViewer for rendering and displaying Markdown content in WPF applications. Use this when rendering Markdown text, loading Markdown from strings or application-controlled local files, handling hyperlink clicks with URL validation, or displaying Mermaid diagrams with input sanitization. Covers the Source property, HyperlinkClicked events with allowlist-based navigation, and MermaidBlockTemplate customization with input validation. Always validate and sanitize Markdown content before assigning to Source, especially when the content originates from remote or user-supplied sources.
Implements the Syncfusion WPF SfRangeSlider control for selecting numeric ranges with single or dual thumbs. Use when building value-range selection UIs, sliders with ticks/tooltips, or custom orientation and snapping behaviors.
Implements the Syncfusion WPF Smart Text Editor (SfSmartTextEditor), an AI-powered multiline input control with intelligent text completion. Use this when implementing smart text editors, AI-powered text input, or predictive text suggestions in WPF applications. The control provides context-aware typing assistance through integration with AI services including Azure OpenAI, OpenAI, Ollama, Claude, Gemini, Groq, and DeepSeek. Features include dual suggestion display modes (inline/popup), custom phrase libraries for offline suggestions, full text customization, and comprehensive command handling for workflow integration.
Implement and configure the Syncfusion WPF SmithChart (SfSmithChart) component for visualizing impedance and admittance in transmission line applications. Use this when working with high-frequency circuit analysis, RF engineering, or telecommunications data. This skill covers series configuration, dual-axis systems, data markers, legends, appearance customization, and interactive features.
Implement Syncfusion WPF SplitButton (SplitButtonAdv) with dropdown menus, command binding, and data binding. Use this when working with split buttons, dropdown buttons with menus, or button-menu combinations. This skill covers SplitButtonAdv setup, default actions with dropdown menus, command binding, MVVM implementation, and data-bound dropdown items in WPF applications.
Guide for implementing Syncfusion WPF Surface Chart (SfSurfaceChart) for three-dimensional data visualization. Use this when working with 3D surface charts, contour charts, wireframe charts, or mathematical surface plotting with X, Y, Z coordinates. This skill covers surface visualization, topographical charts, and 3D data plotting scenarios for WPF applications.
Comprehensive Windows 11 system diagnostics via PowerShell. Diagnoses crashes, freezes, reboots, BSOD, disk health, memory issues, hardware errors, and performance problems. Use when troubleshooting Windows stability issues, analyzing Event Viewer logs, checking disk/memory health, investigating hardware errors, or diagnosing system performance problems.
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.