Official Skills

_project-context microsoft

_project-context — an installable skill for AI agents, published by microsoft/skills-for-copilot-studio. official

1password firecrawl

Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or… official

3-statement-model anthropic

Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement) . Use when asked to fill out model… official

3-statement-model anthropic

Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement) . Use when asked to fill out model… official

3-statements anthropic

Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement) . Use when asked to fill out model… official

access anthropic

Manage Discord channel access — approve pairings, edit allowlists, set DM/group policy. Use when the user asks to pair, approve someone, check who's allowed,… official

access anthropic

Manage Discord channel access — approve pairings, edit allowlists, set DM/group policy. Use when the user asks to pair, approve someone, check who's allowed,… official

accessibility microsoft

Primary accessibility skill for VS Code. REQUIRED for new feature and contribution work, and also applies to updates of existing UI. Covers accessibility help… official

accessibility-aria-expert microsoft

Detects and fixes accessibility issues in React/Fluent UI webviews. Use when reviewing code for screen reader compatibility, fixing ARIA labels, ensuring… official

accessibility-audit webflow

Run comprehensive accessibility audit (WCAG 2.1) on Webflow pages - checks buttons, forms, links, focus states, headings, keyboard navigation, and generates… official

accessibility-review anthropic

Run a WCAG 2.1 AA accessibility audit on a design or page. Trigger with "audit accessibility", "check a11y", "is this accessible?", or when reviewing a design… official

account-handover posthog

Draft structured handover notes for transitioning a PostHog account from one TAM or CSM to another. Use this skill when a TAM needs to hand over an account,… official

account-research anthropic

Complete company and person research powered by web search, enriched with verified contact data and CRM history when available. Researches companies and individuals via web search alone, extracting business overview, recent news, hiring signals, leadership team, and product details Supercharged by optional enrichment connectors that add verified emails, phone numbers, tech stack, org charts, and funding details Integrates with CRM to surface prior relationship history, past opportunities,... official

accrual-schedule anthropic

Build the period-end accrual schedule — for each accrual, compute the entry, cite the support, and draft the JE. Use during month-end close; the JE is a draft… official

accrual-schedule anthropic

Build the period-end accrual schedule — for each accrual, compute the entry, cite the support, and draft the JE. Use during month-end close; the JE is a draft… official

acquire-codebase-knowledge github

Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document… official

acreadiness-assess github

Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc… official

acreadiness-generate-instructions github

Generate tailored AI agent instruction files via AgentRC instructions command. Produces .github/copilot-instructions.md (default, recommended for Copilot in VS… official

acreadiness-policy github

Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level, setting… official

action-audit bitwarden

Determine the mode from the user's request: official

action-creator anthropic

Creates user-specific one-click action templates that execute email operations when clicked in the chat interface. Use when user wants reusable actions for… official

action-item-extractor microsoft

Extract action items with owners, deadlines, and priorities from meeting content official

action-remediate bitwarden

Before proceeding, verify that the user has audit findings to act on. These should come from a prior run of the action-audit skill. Confirm: official

activate-site microsoft

Plugin check : Run node "${CLAUDE_PLUGIN_ROOT}/scripts/check-version.js" — if it outputs a message, show it to the user before proceeding. official

acul-screen-generator auth0

Generates complete, branded Auth0 Advanced Custom Universal Login (ACUL) screen implementations using the React or Vanilla JS SDK. Use when a developer asks to… official

add-ai-integration sentry

Add a new AI provider integration to the Sentry JavaScript SDK. Use when contributing a new AI instrumentation (OpenAI, Anthropic, Vercel AI, LangChain, etc.)… official

add-autogate cloudflare

Step-by-step guide for adding a new autogate to workerd for gradual rollout of risky changes, including enum registration, string mapping, usage pattern, and… official

add-azuredevops microsoft

Adds Azure DevOps connector to a Power Apps code app. Use when querying work items, creating bugs, managing pipelines, or making ADO API calls. official

add-best-practice brave

Add a new best practice to the appropriate doc. Checks for duplicates, official

add-cdn-bundle sentry

Create a new CDN bundle for the browser package with specified features official

add-cloud-flow microsoft

Plugin check : Run node "${CLAUDE_PLUGIN_ROOT}/scripts/check-version.js" — if it outputs a message, show it to the user before proceeding. official

add-compat-flag cloudflare

Step-by-step guide for adding a new compatibility flag to workerd, including capnp schema, C++ usage, testing, and documentation requirements. official

add-connector microsoft

Adds any Power Platform connector to a Power Apps code app. Generic fallback for connectors not covered by a specific skill. official

add-dart-lint-validation-rule flutter

Instructions for adding a new validation rule and CLI flag to dart_skills_lint. official

add-data-source microsoft

Guide the user to add a data source, connection, or API connector to a Canvas App via Power Apps Studio, then verify and continue. USE WHEN the user asks to… official

add-datasource microsoft

Adds a data source or connector to a Power Apps code app. Asks what the user wants to accomplish and routes to the appropriate specialized skill. official

add-dataverse microsoft

Adds Dataverse tables to a Power Apps code app with generated TypeScript models and services. Can also create new Dataverse tables. Use when connecting to… official

add-educational-comments github

Add educational comments to code files to transform them into effective learning resources. Adapts explanation depth and tone to three configurable knowledge levels: beginner, intermediate, and advanced Automatically requests a file if none is provided, with numbered list matching for quick selection Expands files by up to 125% using educational comments only (hard limit: 400 new lines; 300 for files over 1,000 lines) Preserves file encoding, indentation style, syntax correctness, and... official

add-excel microsoft

Adds Excel Online (Business) connector to a Power Apps code app. Use when reading or writing Excel workbook data from OneDrive or SharePoint. official

add-expert remotion-dev

Add a new expert to the Remotion experts page official

add-function microsoft

Guide for adding new functions to the library. Use this when implementing new API wrappers or utility functions. official

add-function-examples vercel

Guide for adding new AI function examples, for testing specific features against the actual provider APIs. official

add-function-examples vercel

Guide for adding new AI function examples, for testing specific features against the actual provider APIs. official

add-ir-instruction facebook

When adding a new IR instruction, you must touch a specific set of files. This skill describes each file, the pattern to follow, and important conventions. official

add-mcscopilot microsoft

Adds Microsoft Copilot Studio connector to a Power Apps code app. Use when invoking Copilot Studio agents, sending prompts to agents, or integrating agent… official

add-model-descriptions huggingface

Add descriptions for new models from the HuggingFace router to chat-ui configuration. Use when new models are released on the router and need descriptions… official

add-model-price langfuse

Use when editing worker/src/constants/default-model-prices.json, packages/shared/src/server/llm/types.ts, pricing tiers, tokenizer IDs, or matchPattern regexes… official

add-neon-docs neondatabase

Use this skill when the user asks to add documentation, add docs, add references, or install documentation about Neon. Adds Neon best practices reference links… official

add-office365 microsoft

Adds Office 365 Outlook connector to a Power Apps code app. Use when accessing calendars, sending emails, reading inbox, or managing Outlook events. official

add-onedrive microsoft

Adds OneDrive for Business connector to a Power Apps code app. Use when uploading, downloading, listing, or managing files in OneDrive. official

add-or-fix-type-checking huggingface

Fixes broken typing checks detected by ty, make typing, or make check-repo. Use when typing errors appear in local runs, CI, or PR logs. official

add-policy microsoft

Use when adding, modifying, or reviewing VS Code configuration policies. Covers the full policy lifecycle from registration to export to platform-specific… official

add-provider-package vercel

Guide for adding new AI provider packages to the AI SDK. Use when creating a new @ai-sdk/<provider> package to integrate an AI service into the SDK. official

add-provider-package vercel

Guide for adding new AI provider packages to the AI SDK. Use when creating a new @ai-sdk/<provider> package to integrate an AI service into the SDK. official

add-sample-data microsoft

Plugin check : Run node "${CLAUDE_PLUGIN_ROOT}/scripts/check-version.js" — if it outputs a message, show it to the user before proceeding. official

add-seo microsoft

Plugin check : Run node "${CLAUDE_PLUGIN_ROOT}/scripts/check-version.js" — if it outputs a message, show it to the user before proceeding. official

add-server-logic microsoft

Plugin check : Run node "${CLAUDE_PLUGIN_ROOT}/scripts/check-version.js" — if it outputs a message, show it to the user before proceeding. official

add-sfx remotion-dev

Add a new sound effect to @remotion/sfx official

add-sharepoint microsoft

Adds SharePoint Online connector to a Power Apps code app. Use when reading lists, managing documents, or integrating with SharePoint sites. Can also create… official

add-teams microsoft

Adds Microsoft Teams connector to a Power Apps code app. Use when sending Teams messages, posting to channels, or integrating with Teams chat. official

add-uint-support pytorch

Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to… official

adding-builder-codes base

Integrate Base Builder Codes (ERC-8021) into web3 applications for onchain transaction attribution and referral fee earning. Use when a project needs to append… official

adding-builder-codes base

Integrate Base Builder Codes (ERC-8021) into web3 applications for onchain transaction attribution and referral fee earning. Use when a project needs to append… official

adding-dbt-unit-test dbt-labs

Creates unit test YAML definitions that mock upstream model inputs and validate expected outputs. Use when adding unit tests for a dbt model or practicing… official

addressing-code-review-comments bitwarden

Use when the user is addressing pull request review comments locally and asks for help evaluating, implementing, or drafting responses to reviewer feedback -… official

addressing-pr-review-comments streamlit

Address all valid review comments on a PR for the current branch in the streamlit/streamlit repo. Covers both inline review comments and general PR (issue)… official

adobe-illustrator-scripting github

Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate… official

adopting-generated-api-types posthog

Use when migrating frontend code from manual API client calls (api.get, api.create, api.surveys.get, api.dashboards.list, new ApiRequest()) and… official

adr-skill vercel

Create and maintain Architecture Decision Records (ADRs) optimized for agentic coding workflows. Use when you need to propose, write, update, accept/reject,… official

adr-skill vercel

Create and maintain Architecture Decision Records (ADRs) optimized for agentic coding workflows. Use when you need to propose, write, update, accept/reject,… official

Agent Browser Vercel

Automates browser interactions for web testing, form filling, screenshots, and data extraction. browser-automation official

Agent Development anthropic

Comprehensive guide for building autonomous agents in Claude Code plugins with structured frontmatter, system prompts, and triggering conditions. Agents are autonomous subprocesses defined in markdown files with YAML frontmatter; use them for multi-step independent tasks, commands for user-initiated actions Required frontmatter fields: name (3–50 lowercase-hyphenated characters), description (with 2–4 concrete triggering examples), model (inherit/sonnet/opus/haiku), color... official

agent-auth-cli better-auth

Use the Agent Auth CLI (auth-agent) to discover providers, connect agents, manage capabilities, and execute operations. Use when the user wants to interact… official

agent-auth-mcp better-auth

Use the Agent Auth MCP tools to discover providers, connect agents, manage capabilities, and execute operations through the MCP protocol. Use when working… official

agent-browser factory-ai

Background knowledge for droid-control workflows -- not invoked directly. Agent-browser driver mechanics for web page and Electron desktop app automation. official

agent-browser rivet-dev

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web… official

agent-browser vercel

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web… official

agent-browser vercel

Browser automation CLI for AI agents. Use when the user needs to interact with websites, verify dev server output, test web apps, navigate pages, fill forms,… official

agent-browser vercel

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking… official

agent-browser vercel

Browser automation CLI for AI agents. Use when the user needs to interact with websites, verify dev server output, test web apps, navigate pages, fill forms,… official

agent-browser-verify vercel

Automated browser verification for dev servers. Triggers when a dev server starts to run a visual gut-check with agent-browser — verifies the page loads,… official

agent-browser-verify vercel

Automated browser verification for dev servers. Triggers when a dev server starts to run a visual gut-check with agent-browser — verifies the page loads,… official

agent-customization microsoft

WORKFLOW SKILL — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL.md,… official

agent-development anthropic

Comprehensive guide for building autonomous agents in Claude Code plugins with structured frontmatter, system prompts, and triggering conditions. Agents are autonomous subprocesses defined in markdown files with YAML frontmatter; use them for multi-step independent work, not user-initiated commands Required frontmatter fields: name (3–50 lowercase-hyphenated characters), description (with 2–4 concrete triggering examples), model (inherit/sonnet/opus/haiku), and color... official

agent-development anthropic

This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent… official

agent-device callstackincubator

Automate iOS and Android app interactions with snapshot-based discovery and selector-driven replay. Supports iOS simulators/devices and Android emulators/devices with session-bound automation, multi-tenant remote daemon mode, and device-scope isolation for QA workflows Core commands: snapshot for UI discovery with refs, press / fill / scroll for interactions, open / close for app lifecycle, install / reinstall for binary deployment Includes utilities for logging, network inspection,... official

agent-device shopify

Interact with iOS simulator or Android emulator/device using snapshot-based coordinates. Uses accessibility tree snapshots for precise element targeting, with… official

agent-dx-cli-scale google-labs-code

A scoring scale for evaluating how well a CLI is designed for AI agents, based on the "Rewrite Your CLI for AI Agents" principles. official

agent-email-inbox resend

Use when building any system where email content triggers actions — AI agent inboxes, automated support handlers, email-to-task pipelines, or any workflow… official

agent-framework-azure-ai-py microsoft

Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with… official

agent-framework-azure-ai-py microsoft

Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with… official

agent-friendly-apis vercel

Companion skill for the Agent-Friendly APIs course on Vercel Academy. Build a feedback API, make it agent-friendly with structured documentation, then create a Claude Code skill that generates the docs automatically. official

agent-governance github

Declarative policies, intent classification, and audit trails for controlling AI agent tool access and behavior. Composable governance policies define allowed/blocked tools, content filters, rate limits, and approval requirements — stored as configuration, not code Semantic intent classification detects dangerous prompts (data exfiltration, privilege escalation, prompt injection) before tool execution using pattern-based signals Tool-level governance decorator enforces policies at function... official

agent-install datadog-labs

agent-install — an installable skill for AI agents, published by datadog-labs/agent-skills. official

agent-owasp-compliance github

Evaluate AI agent systems against the OWASP Agentic Security Initiative (ASI) Top 10 — the industry standard for agent security posture. official

agent-prompt sentry

Reference guide for writing effective agent prompts and skills. Use when creating new skills, reviewing prompt quality, or understanding Warden's prompt… official

agent-sessions-layout microsoft

Agents workbench layout — covers the fixed layout structure, grid configuration, part visibility, editor modal, titlebar, sidebar footer, and implementation… official

agent-setup-maintenance langfuse

Use this skill when changing the shared agent setup for the repository. official

agent-skills datadog-labs

Datadog skills for AI agents. Essential monitoring, logging, tracing and observability. official

agent-supply-chain github

Generate and verify integrity manifests for AI agent plugins and tools. Detect tampering, enforce version pinning, and establish supply chain provenance. official

agentic-eval github

Iterative evaluation and refinement patterns for improving AI agent outputs through self-critique loops. Provides three core patterns: basic reflection (self-critique loops), evaluator-optimizer (separated generation and evaluation), and code-specific test-driven refinement Supports multiple evaluation strategies including outcome-based assessment, LLM-as-judge comparison, and rubric-based scoring with weighted dimensions Includes practical Python implementations with structured JSON output... official

agentmesh-governance microsoft

Zero-trust governance layer for OpenClaw agents. Enforce policies, verify identities, score trust, and maintain tamper-evident audit logs — all from your agent's command line. official

Agents ElevenLabs

Build voice AI agents with ElevenLabs. Use when creating voice assistants, customer service bots, interactive voice characters, or any real-time voice conversation experience. development official

agents-md sentry

This skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent… official

agents-md sentry

This skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent… official

agents-md sentry

Create and maintain minimal, high-signal agent documentation under 60 lines. Enforces research-backed best practices for agent-facing docs; instruction quality degrades with length Requires three core sections: Package Manager, File-Scoped Commands (per-file test/lint/typecheck), and Commit Attribution with agent identity Analyzes project structure (lock files, linter configs, CI commands, monorepo indicators) to determine what belongs in the file Uses headers and bullets only; references... official

agents-md sentry

This skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent… official

agents-sdk Cloudflare

Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks. official

agents-sdk cloudflare

Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks,… official

agents-sdk openai

Build, run, deploy, and evaluate OpenAI Agents SDK apps from Codex. Use when the user asks to create or adapt an Agents SDK app, build from a prompt or Codex… official

agents-v2-py microsoft

Build container-based hosted agents using ImageBasedHostedAgentDefinition from the Azure AI Projects SDK. official

agents-v2-py microsoft

Build container-based hosted agents using ImageBasedHostedAgentDefinition from the Azure AI Projects SDK. official

ai vercel

Python ai module — models, agents, hooks, middleware, MCP, structured output official

ai-cli vercel

Generate text, images, and video from the terminal using AI models. official

ai-elements vercel

AI Elements component library guidance — pre-built React components for AI interfaces built on shadcn/ui. Use when building chat UIs, message displays, tool… official

ai-elements vercel

Create new AI chat interface components for the ai-elements library following established composable patterns, shadcn/ui integration, and Vercel AI SDK… official

ai-elements vercel

Pre-built React components for AI chat interfaces built on shadcn/ui and the AI SDK. Includes conversation, message, tool display, and prompt input components designed for AI-native applications Installs directly into your project codebase via CLI, making components fully customizable and extensible with standard React patterns Requires Next.js, AI SDK, shadcn/ui, and Node.js 18+; integrates seamlessly with Vercel's AI Gateway for model access All components support standard HTML attributes... official

ai-elements vercel

AI Elements component library guidance — pre-built React components for AI interfaces built on shadcn/ui. Use when building chat UIs, message displays, tool… official

ai-gateway vercel

Vercel AI Gateway expert guidance. Use when configuring model routing, provider failover, cost tracking, or managing multiple AI providers through a unified… official

ai-gateway vercel

Vercel AI Gateway expert guidance. Use when configuring model routing, provider failover, cost tracking, or managing multiple AI providers through a unified… official

ai-generation-persistence vercel

AI generation persistence patterns — unique IDs, addressable URLs, database storage, and cost tracking for every LLM generation official

ai-generation-persistence vercel

AI generation persistence patterns — unique IDs, addressable URLs, database storage, and cost tracking for every LLM generation official

ai-prompt-engineering-safety-review github

Comprehensive safety analysis and improvement framework for AI prompts with detailed assessment methodologies. Evaluates prompts across eight dimensions: safety, bias detection, security, effectiveness, best practices compliance, pattern analysis, technical robustness, and performance optimization Provides structured analysis reports with risk scoring, critical issue identification, and strength assessment across all evaluation criteria Delivers improved prompt versions with specific... official

ai-ready github

Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review… official

ai-sdk sentry

ai-sdk — an installable skill for AI agents, published by getsentry/webvitals.com. official

ai-sdk vercel

Reference documentation and hands-on guidance for building AI-powered applications with the Vercel AI SDK. Covers core APIs for text generation, streaming, tool calling, structured output, embeddings, and agent building with ToolLoopAgent Includes React hooks (useChat, useCompletion) and framework-specific patterns for Next.js, SvelteKit, and other platforms Provides provider integration guides for OpenAI, Anthropic, Google, and others, plus AI Gateway setup for unified model access... official

ai-sdk vercel

Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText,… official

ai-sdk vercel

Vercel AI SDK expert guidance. Use when building AI-powered features — chat interfaces, text generation, structured output, tool calling, agents, MCP… official

ai-sdk vercel

Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText,… official

ai-sdk vercel

Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText,… official

ai-sdk vercel

Vercel AI SDK expert guidance. Use when building AI-powered features — chat interfaces, text generation, structured output, tool calling, agents, MCP… official

ai-team-orchestration github

Bootstrap and run a multi-agent AI development team. Use when: starting a new software project with AI agents, setting up parallel dev/QA teams, creating… official

aiconfig-agent-graphs launchdarkly

Create and manage agent graphs — directed graphs of AI Configs connected by edges with handoff logic. Use when building multi-agent workflows where configs… official

aiconfig-ai-metrics launchdarkly

Instrument an existing codebase with LaunchDarkly AI Config tracking. Walks the four-tier ladder (managed runner → provider package → custom extractor +… official

aiconfig-create launchdarkly

Create and configure AI Configs in LaunchDarkly. Helps you choose between agent vs completion mode, create the config, add variations with models and prompts,… official

aiconfig-custom-metrics launchdarkly

Create, track, retrieve, update, and delete custom business metrics for AI Configs. Covers full lifecycle: define metric kinds via API, emit events via SDK,… official

aiconfig-migrate launchdarkly

Migrate an application with hardcoded LLM prompts to a full LaunchDarkly AI Configs implementation in five stages: audit the code, wrap the call, move the… official

aiconfig-online-evals launchdarkly

Attach judges to AI Config variations for automatic LLM-as-a-judge evaluation. Create custom judges, configure sampling rates, and monitor quality scores. official

aiconfig-projects launchdarkly

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

aiconfig-snippets launchdarkly

Create and manage prompt snippets — reusable text blocks referenced inside AI Config variation prompts. Keeps common instructions, personas, and guardrails… official

aiconfig-targeting launchdarkly

Configure AI Config targeting rules to control which variations serve to different users. Enable percentage rollouts, attribute-based rules, segment targeting,… official

aiconfig-tools launchdarkly

Give your AI agents capabilities through tools (function calling). Helps you identify what your AI needs to do, create tool definitions, and attach them to AI… official

aiconfig-update launchdarkly

Update, archive, and delete LaunchDarkly AI Configs and their variations. Use when you need to modify config properties, change model parameters, update… official

aiconfig-variations launchdarkly

Experiment with AI configurations by creating and managing variations. Helps you test different models, prompts, and parameters to find what works best through… official

airflow astronomer

Query, manage, and troubleshoot Apache Airflow DAGs, runs, tasks, and system configuration. Supports 30+ commands across DAG inspection, run management, task logging, configuration queries, and direct REST API access Manage multiple Airflow instances with persistent configuration; auto-discover local and Astro deployments Trigger DAG runs synchronously (wait for completion) or asynchronously, diagnose failures, clear runs for retry, and access task logs with retry/map-index filtering Output... official

airflow-hitl astronomer

Human approval gates, form inputs, and branching in Airflow DAGs using deferrable operators. Four operator types: ApprovalOperator for approve/reject decisions, HITLOperator for multi-option selection with forms, HITLBranchOperator for human-driven task routing, and HITLEntryOperator for form data collection All operators are deferrable, releasing worker slots while awaiting human response via Airflow UI's Required Actions tab or REST API Supports optional features including custom... official

airflow-plugins astronomer

Build Airflow 3.1+ plugins that embed FastAPI apps, custom UI pages, React components, middleware, macros, and operator links directly into the Airflow UI. Use… official

airunway-aks-setup microsoft

Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment. WHEN: "setup AI Runway", "onboard AKS cluster", "install AI Runway", "airunway setup", "deploy model to AKS", "GPU inference on AKS", "KAITO setup on AKS", "run LLM on AKS", "vLLM on AKS", "set up model serving on AKS", "AI Runway controller". official devops aws

airunway-aks-setup microsoft

Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first… official

Algorithmic Art Anthropic

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations. license: Complete terms in LICENSE.txt creative official

alloc-profile clickhouse

Analyze a jemalloc (or other) allocation profile in collapsed stack format. Use when the user wants to analyze memory allocations, find top allocators, or… official

alphafold-skill openai

Submit compact AlphaFold Protein Structure Database API requests for prediction, UniProt summary, sequence summary, and annotation lookups. Use when a user… official

analyze anthropic

Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing… official

analyze-bundle vercel

Convert Next.js bundle analyzer data to NDJSON and explore it official

analyze-feedback shopify

Analyze agent feedback artifacts from GitHub Actions workflow runs, extract actionable learnings, and incorporate them into skill files and CLAUDE.md. Tracks… official

analyzing-code-security bitwarden

This skill should be used when the user asks to "analyze code for security issues", "check for OWASP vulnerabilities", "review code against CWE Top 25", "find… official

analyzing-data astronomer

Query your data warehouse to answer business questions with cached patterns and concept mappings. Supports pattern lookup and caching for repeated question types, with outcome recording to improve future queries Includes concept-to-table mapping cache and table schema discovery via INFORMATION_SCHEMA or codebase grep Provides run_sql() and run_sql_pandas() kernel functions returning Polars or Pandas DataFrames for analysis CLI commands for managing concept, pattern, and table caches, plus... official

analyzing-experiment-session-replays posthog

Analyze session replay patterns across experiment variants to understand user behavior differences. Use when the user wants to see how users interact with… official

analyzing-experiment-session-replays posthog

Analyze session replay patterns across experiment variants to understand user behavior differences. Use when the user wants to see how users interact with… official

analyzing-experiment-session-replays posthog

Analyze session replay patterns across experiment variants to understand user behavior differences. Use when the user wants to see how users interact with… official

analyzing-financial-statements anthropic

This skill calculates key financial ratios and metrics from financial statement data for investment analysis official

analyzing-financial-statements anthropic

This skill calculates key financial ratios and metrics from financial statement data for investment analysis official

analyzing-git-sessions bitwarden

Analyzes git commits and changes within a timeframe or commit range, providing structured summaries for code review, retrospectives, work logs, or session… official

android-e2e-testing expo

Test Expo Router features on Android emulators using ADB. Use after implementing native Android features or when verifying UI behavior on Android. official

android-emulator-qa openai

Use when validating Android feature flows in an emulator with adb-driven launch, input, UI-tree inspection, screenshots, and logcat capture. official

angular-modernization bitwarden

Modernizes Angular code such as components and directives to follow best practices using both automatic CLI migrations and Bitwarden-specific patterns. YOU… official

annotating-task-lineage astronomer

Annotate Airflow tasks with data lineage using inlets and outlets. Supports OpenLineage Dataset objects, Airflow Assets, and Airflow Datasets for defining inputs and outputs across databases, data warehouses, and cloud storage Use as a fallback when operators lack built-in OpenLineage extractors; follows a four-tier precedence system where custom extractors and OpenLineage methods take priority Includes dataset naming helpers for Snowflake, BigQuery, S3, and PostgreSQL to ensure consistent... official

answering-natural-language-questions-with-dbt dbt-labs

Writes and executes SQL queries against the data warehouse using dbt's Semantic Layer or ad-hoc SQL to answer business questions. Use when a user asks about… official

answers brave

USE FOR AI-grounded answers via OpenAI-compatible /chat/completions. Two modes: single-search (fast) or deep research (enable_research=true, thorough… official

anthropic-sdk-upgrader microsoft

Use this agent when the user needs to upgrade Anthropic SDK packages. This includes: upgrading @anthropic-ai/sdk or @anthropic-ai/claude-agent-sdk to newer… official

aoti-debug pytorch

Debug AOTInductor (AOTI) errors and crashes. Use when encountering AOTI segfaults, device mismatch errors, constant loading failures, or runtime errors from… official

api deepgram

Build with Deepgram's speech-to-text, text-to-speech, voice agent, and audio intelligence APIs. official

api-changes microsoft

Use when customer-facing API changes were made — i.e., API report .md files differ from main. Guides through release tag assignment, API Council review… official

api-docs langchain-ai

OpenAPI documentation and REST API design patterns official

api-reference runwayml

Complete reference for Runway's public API: models, endpoints, costs, limits, and types official

api-review microsoft

Reviews .NET API surface area PRs for design guideline violations. Analyzes api/*.cs file diffs, applies review rules from .NET Framework Design Guidelines and… official

apify-actor-development apify

Create, debug, and deploy serverless cloud programs for web scraping, automation, and data processing. Supports JavaScript, TypeScript, and Python templates with integrated Crawlee, Playwright, and Cheerio libraries for HTTP and browser-based crawling Includes local testing via apify run with isolated storage, schema validation for inputs/outputs, and deployment to Apify platform via apify push Requires Apify CLI authentication and mandatory generatedBy metadata in .actor/actor.json for AI... official

apify-actorization apify

Convert existing projects into serverless Apify Actors with language-specific SDK integration. Supports JavaScript/TypeScript (with Actor.init() / Actor.exit() ), Python (async context manager), and any language via CLI wrapper Provides structured workflow: apify init to scaffold, apply SDK wrapping, configure input/output schemas, test locally with apify run , then deploy with apify push Includes input and output schema validation, Docker containerization, and optional pay-per-event... official

apify-audience-analysis apify

Extract audience demographics, engagement patterns, and behavior data from Facebook, Instagram, YouTube, and TikTok. Supports 18+ specialized Actors covering follower demographics, engagement metrics, comments, and profile analysis across all four platforms Offers three output formats: quick chat display, CSV export, or JSON export for downstream analysis Requires Apify token and mcpc CLI tool; uses dynamic schema fetching to adapt inputs to each Actor's requirements Includes structured... official

apify-audience-analysis apify

Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok. official

apify-brand-reputation-monitoring apify

Monitor brand reputation across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Supports 16+ dedicated Apify Actors covering reviews, ratings, comments, and mentions across all major platforms Flexible output formats: display results in chat, export to CSV, or save as JSON for downstream analysis Requires Apify token and Node.js 20.6+; uses mcpc CLI to dynamically fetch Actor schemas and input parameters Workflow guides users through platform selection,... official

apify-brand-reputation-monitoring apify

Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user… official

apify-competitor-intelligence apify

Multi-platform competitor analysis via Apify Actors for Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok. Covers 25+ specialized Actors across seven platforms, each optimized for specific analysis types: business data extraction, review comparison, ad strategy monitoring, content performance, and audience insights Requires Apify token, Node.js 20.6+, and the mcpc CLI tool to fetch Actor schemas and run analyses dynamically Supports three output formats: quick chat display,... official

apify-competitor-intelligence apify

Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok. official

apify-content-analytics apify

Multi-platform content analytics via Apify Actors for Instagram, Facebook, YouTube, and TikTok. Supports 17+ specialized Actors covering posts, reels, stories, comments, hashtags, followers, and ads across all four platforms Dynamically fetches Actor schemas using mcpc CLI to determine required inputs and available output fields Outputs results in three formats: quick chat display, CSV export, or JSON export with customizable result counts Requires Apify token in .env file and Node.js 20.6+... official

apify-content-analytics apify

Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok. official

apify-ecommerce apify

Extract product data, prices, reviews, and seller information from 50+ e-commerce marketplaces. Three workflow modes: Products & Pricing (price tracking, competitor analysis), Customer Reviews (sentiment analysis, quality issues), and Seller Intelligence (vendor discovery via Google Shopping) Supports Amazon (20+ regions), Walmart, eBay, IKEA, Costco, and European retailers; input via product URLs, category URLs, or keyword search Optional AI-powered analysis generates insights on price... official

apify-ecommerce apify

Scrape e-commerce data for pricing, reviews, bestsellers, and seller discovery across 30+ platforms including Amazon, Walmart, eBay, Shopify, WooCommerce, and… official

apify-generate-output-schema apify

Generate output schemas (dataset_schema.json, output_schema.json, key_value_store_schema.json) for an Apify Actor by analyzing its source code. Use when… official

apify-influencer-discovery apify

Discover and evaluate influencers across Instagram, Facebook, YouTube, and TikTok using Apify Actors. Routes discovery requests to 15+ specialized Actors covering profile scraping, hashtag search, engagement analysis, and niche discovery across all major platforms Dynamically fetches Actor schemas via mcpc to determine required inputs and available output fields before execution Supports three export modes: inline chat display, CSV, or JSON file output with customizable result counts... official

apify-influencer-discovery apify

Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok. official

apify-lead-generation apify

Multi-platform lead scraping from Google Maps, social media, websites, and search engines. Supports 16+ Actors covering Google Maps, Instagram, TikTok, Facebook, YouTube, LinkedIn, Google Search, and contact enrichment Dynamically fetches Actor schemas via mcpc CLI to determine required and optional input parameters before execution Outputs results as quick chat summaries, CSV, or JSON files with configurable result limits Requires APIFY_TOKEN in .env file and Node.js 20.6+ for environment... official

apify-lead-generation apify

Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads,… official

apify-market-research apify

Multi-platform market research data extraction via Apify Actors across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor. Supports 16+ specialized Actors covering location density, pricing, consumer behavior, hashtag trends, hospitality data, and review analysis Workflow guides users through Actor selection, schema fetching, preference configuration, and result export in CSV or JSON formats Requires Apify token authentication and Node.js 20.6+; includes error handling for common... official

apify-market-research apify

Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com,… official

apify-trend-analysis apify

Multi-platform trend discovery and tracking across Google Trends, Instagram, Facebook, YouTube, and TikTok. Supports 19 specialized Apify Actors covering search trends, hashtag tracking, engagement metrics, and viral content discovery across five major platforms Dynamically fetches Actor schemas using mcpc CLI to retrieve input parameters and output fields before execution Outputs results in three formats: quick chat display, CSV export, or JSON export with customizable result counts... official

apify-trend-analysis apify

Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy. official

apify-ultimate-scraper apify

Automated web scraper selecting optimal Actors for 55+ platforms including Instagram, TikTok, YouTube, Facebook, Google Maps, and more. Covers 55+ pre-configured Actors across 8 major platforms with use-case-specific selection guidance (lead generation, influencer discovery, brand monitoring, competitor analysis, trend research) Supports three output formats: quick chat display, CSV export, or JSON export with customizable result limits Includes multi-Actor workflow patterns for complex... official

apm-review-panel microsoft

The panel is FAN-OUT + SYNTHESIZER. Each persona runs in its own agent thread (via the task tool) and returns JSON matching assets/panelist-return-schema.json . The orchestrator schema-validates each return, hands all returns to the apm-ceo synthesizer (also a task thread, returns JSON matching assets/ceo-return-schema.json ), then renders ONE recommendation comment from assets/recommendation-template.md . official

apm-strategy microsoft

Official agent skill. official

apm-triage-panel microsoft

The panel is fixed at 3 mandatory specialist lenses + up to 3 conditional lenses + 1 arbiter lens = up to 6 active persona sections in one triage comment (3 mandatory + 3 conditional). You play each lens in turn from inside a single agent loop (progressive-disclosure skill model -- no sub-agent dispatch). Routing chooses which lenses execute; it never changes which headings appear in the final comment. official

apm-usage microsoft

APM (Agent Package Manager) is the open-source package manager for AI coding agents. It lets teams install, share, and govern reusable instructions, prompts, agents, skills, and MCP server configurations across projects. official

apollo-client apollographql

Apollo Client is a comprehensive state management library for JavaScript that enables you to manage both local and remote data with GraphQL. Version 4.x brings improved caching, better TypeScript support, and React 19 compatibility. official

apollo-client apollographql

Comprehensive guide for building React applications with Apollo Client 4.x, covering queries, mutations, caching, and state management. Supports multiple React frameworks and setups: client-side apps (Vite, CRA), Next.js App Router with React Server Components, React Router 7 with streaming SSR, and TanStack Start Includes hooks for queries ( useQuery , useLazyQuery ), mutations ( useMutation ), and Suspense-based patterns ( useSuspenseQuery , useBackgroundQuery ) for modern React 18+ and 19... official

apollo-connectors apollographql

Integrate REST APIs into GraphQL supergraphs using @source and @connect directives. Provides a structured 5-step process: research API structure, implement schema with directives, validate via rover supergraph compose , execute connectors, and test coverage Supports request configuration including headers, body payloads, batching for N+1 patterns, and environment variable injection via $env Handles response mapping with field selection, aliasing, sub-selections for nested data, and entity... official

apollo-federation apollographql

Apollo Federation enables composing multiple GraphQL APIs (subgraphs) into a unified supergraph. official

apollo-ios apollographql

Apollo iOS is a strongly-typed GraphQL client for Apple platforms. It generates Swift types from your GraphQL operations and schema, and ships an async/await client, a normalized cache (in-memory or SQLite-backed), a pluggable interceptor-based HTTP transport that handles queries, mutations, and multipart subscriptions, and an optional WebSocket transport ( graphql-transport-ws ) that can carry any operation type. official

apollo-kotlin apollographql

Apollo Kotlin is a strongly typed GraphQL client that generates Kotlin models from your GraphQL operations and schema, that can be used in Android, JVM, and Kotlin Multiplatform projects. official

apollo-mcp-server apollographql

Connect AI agents to GraphQL APIs through the Model Context Protocol with built-in introspection and operation tools. Exposes GraphQL operations as MCP tools; supports three operation sources: local files, GraphOS Studio collections, and persisted query manifests Provides four introspection tools (introspect, search, validate, execute) for schema exploration and ad-hoc query testing; minification mode reduces token usage with compact notation Configurable authentication via static headers,... official

apollo-router apollographql

Apollo Router is a high-performance graph router written in Rust for running Apollo Federation 2 supergraphs. It sits in front of your subgraphs and handles query planning, execution, and response composition. official

apollo-router-plugin-creator apollographql

Create native Rust plugins for Apollo Router. official

apollo-server apollographql

Complete guide for building GraphQL servers with Apollo Server 5.x across frameworks. Covers schema definition, resolvers, context setup, and error handling with TypeScript support Supports standalone mode for prototyping and integrations with Express, Fastify, Koa, and serverless environments Includes resolver patterns, authentication/authorization, plugins, DataLoader for N+1 prevention, and performance optimization techniques Provides reference documentation for data sources, error... official

appinsights-instrumentation microsoft

Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices. official development devops

appinsights-instrumentation github

Add Azure App Insights telemetry to ASP.NET Core or Node.js webapps hosted in Azure. Supports ASP.NET Core apps (with auto-instrumentation option for App Service) and Node.js apps Guides you through creating an App Insights resource via Bicep templates or Azure CLI Provides language-specific code modification guides for C#, JavaScript/TypeScript, and Python Requires identifying the app's programming language, framework, and hosting environment before instrumentation begins official

appinsights-instrumentation microsoft

Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to… official

appinsights-instrumentation microsoft

Guidance and reference material for instrumenting webapps with Azure Application Insights. Covers SDK setup, telemetry patterns, and configuration for ASP.NET Core and Node.js applications hosted in Azure Distinguishes between this skill (reference and guidance) and azure-prepare (actual implementation); invoke azure-prepare when the user wants to add instrumentation to their project Provides auto-instrumentation guidance for C# ASP.NET Core apps in Azure App Service, plus manual... official

appinsights-instrumentation microsoft

Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to… official

appkit-interop openai

Decide when and how to bridge a macOS app from SwiftUI into AppKit. Use when implementing NSViewRepresentable or NSViewControllerRepresentable, accessing… official

apple vercel

Emulated Sign in with Apple / Apple OIDC for local development and testing. Use when the user needs to test Apple sign-in locally, emulate Apple OIDC… official

apple-appstore-reviewer github

Codebase auditor identifying Apple App Store rejection risks and compliance gaps. Systematically reviews Info.plist, entitlements, privacy manifests, permissions, IAP flows, account handling, and content moderation against App Store Review Guidelines Produces prioritized risk register with severity levels, evidence citations, and concrete remediation steps Includes reviewer experience checklist and draft App Review Notes to streamline submission and reduce re-review cycles Focuses on... official

apple-notes firecrawl

Manage Apple Notes via the memo CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks OpenClaw to add a note, list… official

apple-reminders firecrawl

Manage Apple Reminders via remindctl CLI (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output. official

applicationinsights-web-ts microsoft

Instrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web). Use for Real User Monitoring (RUM) — page views,… official

applicationinsights-web-ts microsoft

Instrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web). Use for Real User Monitoring (RUM) — page views,… official

apply launchdarkly

Apply LaunchDarkly SDK onboarding: install dependency (or dual-SDK pair), configure env and secrets with consent, add init at entrypoint(s), verify compile.… official

applying-brand-guidelines anthropic

This skill applies consistent corporate branding and styling to all generated documents including colors, fonts, layouts, and messaging official

applying-brand-guidelines anthropic

This skill applies consistent corporate branding and styling to all generated documents including colors, fonts, layouts, and messaging official

arch-linux-triage github

Diagnose and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices. Provides step-by-step triage plans using systemctl, journalctl, and pacman to identify root causes Delivers copy-paste-ready remediation commands with verification steps after each major change Addresses kernel updates, reboot considerations, and rollback procedures for safe recovery Accepts optional system snapshots and constraint inputs to tailor diagnosis to your environment official

architecting-solutions bitwarden

Tech lead perspective on architecture, system design, architecture reviews, blast radius assessment, trade-off analysis, and decision-making. Use when planning… official

architecture cloudflare

Use when navigating the codebase for the first time, adding a new client method, adding a new container handler/service, or understanding how a request flows… official

architecture anthropic

Create or evaluate an architecture decision record (ADR). Use when choosing between technologies (e.g., Kafka vs SQS), documenting a design decision with… official

architecture-blueprint-generator github

Analyzes codebases to generate comprehensive architectural documentation with diagrams and implementation patterns. Auto-detects technology stacks (.NET, Java, React, Angular, Python, Node.js, Flutter) and architectural patterns (Clean Architecture, Microservices, Layered, MVVM, Hexagonal, Event-Driven, Serverless, Monolithic) Generates C4, UML, Flow, or Component diagrams at multiple abstraction levels showing subsystems, dependencies, and data flow Documents core components, layers, data... official

architecture-review sentry

Staff-level codebase health review. Finds monolithic modules, silent failures, type safety gaps, test coverage holes, and LLM-friendliness issues. official

arduino-azure-iot-edge-integration github

Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production… official

arize-ai-provider-integration github

INVOKE THIS SKILL when creating, reading, updating, or deleting Arize AI integrations. Covers listing integrations, creating integrations for any supported LLM… official

arize-annotation github

INVOKE THIS SKILL when creating, managing, or using annotation configs or annotation queues on Arize (categorical, continuous, freeform), or applying human… official

arize-dataset github

INVOKE THIS SKILL when creating, managing, or querying Arize datasets and examples. Also use when the user needs test data or evaluation examples for their… official

arize-evaluator github

INVOKE THIS SKILL for LLM-as-judge evaluation workflows on Arize: creating/updating evaluators, runnin