Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evaluations, managing connections/deployments/datasets/indexes, or using OpenAI-compatible clients. This is the high-level Foundry SDK - for low-level agent operations, use azure-ai-agents-python skill.

Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials. Triggers: "Azure Identity", "DefaultAzureCredential", "ManagedIdentityCredential", "ClientSecretCredential", "authentication .NET", "Azure auth", "credential chain".

Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applications.

Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings. Triggers: "Bot Service", "BotResource", "Azure Bot", "DirectLine channel", "Teams channel", "bot management .NET", "create bot".

Azure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, throughput settings, and RBAC via Azure Resource Manager. NOT for data plane operations (CRUD on documents) - use Microsoft.Azure.Cosmos for that. Triggers: "Cosmos DB account", "create Cosmos account", "manage Cosmos resources", "ARM Cosmos", "CosmosDBAccountResource", "provision Cosmos DB".

Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.

Build Solana applications with Helius infrastructure. Covers transaction sending (Sender), asset/NFT queries (DAS API), real-time streaming (WebSockets, Laserstream), event pipelines (webhooks), priority fees, wallet analysis, and agent onboarding.

Use for prompts like "get context for branch", "catch up on this branch", "recover branch context", or "what prior agent work happened here". Skim prior agent work from `but agentlog` captures for a GitButler branch, review / pull request / merge request, or change. Prefer this over generic git branch/diff inspection when the user asks for context, history, prior work, or branch catch-up.

Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capacity requirements. USE FOR: find capacity, check quota, where can I deploy, capacity discovery, best region for capacity, multi-project capacity search, quota analysis, model availability, region comparison, check TPM availability. DO NOT USE FOR: actual deployment (hand off to preset or customize after discovery), quota increase requests (direct user to Azure Portal), listing existing deployments.

Reviews specifications, plans, PRDs, requirement documents, or other documentation for completeness, clarity, edge cases, and technical accuracy. Generates detailed report with prioritized findings and readiness assessment.

Guide and workflow for Claude Code Schema Validation & Testing. Use when you need Claude Code Schema Validation & Testing.

Clone important project dependency source code into an ignored local workspace so OpenCode can inspect library internals. Use when the user asks to clone dependencies, inspect dependency/source internals, understand SDK/framework behavior from source, debug library implementation details, or make core dependency repos locally readable. Do not use for ordinary API/docs questions where @librarian is enough.

Code quality standards and style guide for reviewing pull requests

Query OpenAI Codex CLI configuration, features, and documentation. Use this skill proactively when the conversation involves: - Codex CLI installation, setup, or authentication - Codex CLI configuration (config.toml, AGENTS.md, profiles) - Codex models (GPT-5.5, GPT-5.3-Codex, Codex-Spark) - Codex CLI commands, flags, slash commands - Codex features (fast mode, web search, multi-agent, MCP, skills) - Codex speed/reasoning settings - Codex SDK, non-interactive mode, automation - Codex security, sandboxing, approval modes - Codex IDE extension or app configuration - Codex integrations (GitHub, Slack, Linear)

Autonomously optimize code for performance using CodSpeed benchmarks, flamegraph analysis, and iterative improvement. Use this skill whenever the user wants to make code faster, reduce CPU usage, optimize memory, improve throughput, find performance bottlenecks, or asks to 'optimize', 'speed up', 'make faster', 'reduce latency', 'improve performance', or points at a CodSpeed benchmark result wanting improvements. Also trigger when the user mentions a slow function, a regression, or wants to understand where time is spent in their code.

Write contextual commits that capture intent, decisions, and constraints alongside code changes. Use when committing code, finishing a task, or when the user asks to commit. Extends Conventional Commits with structured action lines in the commit body that preserve WHY code was written, not just WHAT changed.

Use this skill when reviewing programming course content for quality, accuracy, and effectiveness. Provides comprehensive review frameworks, checklists, and evaluation criteria for code correctness, pedagogical quality, consistency, and completeness. Trigger phrases include "review course", "check content", "evaluate quality", "find errors", "improve course", "consistency check".

Create comprehensive steering documents for development projects. Generates project-specific standards, git workflows, and technology guidelines in .kiro/steering/ directory.

Creates new Claude Code agents (subagents) with best practices. Use when the user wants to create an agent, add a custom subagent, or define a specialized AI assistant for their project.

Synthesize Reflector insights into structured delta proposals for playbook updates, following ACE paper's Curator architecture

A comprehensive skill for using the Cursor CLI agent for various software engineering tasks (updated for 2026 features, includes tmux automation guide).

Set up GitHub Actions to deploy this repository via AWS Deployer - creates workflow, updates CloudFormation template with required parameters, and generates parameter files.

Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".

Specialized skill for deploying Next.js applications to AWS using SST (Serverless Stack) or Vercel, with DynamoDB integration, IAM configuration, and infrastructure as code. Use when setting up AWS resources or deploying production applications.

Django access control and IDOR security review. Use when reviewing Django views, DRF viewsets, ORM queries, or any Python/Django code handling user authorization. Trigger keywords: "IDOR", "access control", "authorization", "Django permissions", "object permissions", "tenant isolation", "broken access".

Django performance code review. Use when asked to "review Django performance", "find N+1 queries", "optimize Django", "check queryset performance", "database performance", "Django ORM issues", or audit Django code for performance problems.

Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authentication, add API permissions, generate service principal, MSAL example, console app auth, Entra ID setup, Azure AD authentication. DO NOT USE FOR: Azure RBAC or role assignments (use azure-rbac), Key Vault secrets (use azure-keyvault-expiration-audit), Azure resource security (use azure-security).

Feishu document read/write operations + comment management. Activate when user mentions Feishu docs, cloud docs, docx links, or document comments.

Log all file changes (write, edit, delete) to a SQLite database for debugging and audit. Use when: (1) Tracking code changes, (2) Debugging issues, (3) Auditing file modifications, or (4) The user asks to track file changes.

Review and create distinctive, production-grade frontend interfaces with high design quality and design system compliance. Evaluates using three pillars: frictionless insight-to-action, quality craft, and trustworthy building. USE FOR: PR reviews, design reviews, accessibility audits, design system compliance checks, creative frontend design, UI code review, component reviews, responsive design checks, theme testing, and creating memorable UI. DO NOT USE FOR: Backend API reviews, database schema reviews, infrastructure or DevOps work, pure business logic without UI, or non-frontend code.

Safely analyzes and cleans up local git branches and worktrees by categorizing them as merged, squash-merged, superseded, or active work.

Guides Claude through idiomatic Lustre frontend development. Use when building SPAs, UI components, or interactive applications. Based on lustre_ui patterns from the official Lustre team.

Automate Android screenshot capture across devices and locales using adb, Espresso/UI Automator, device framing, and gplay CLI upload. Use when building screenshot pipelines for Google Play listings.

Delegate coding to xAI Grok Build CLI (features, PRs).

Google Drive: Manage files, folders, and shared drives.

Google Drive: Manage files, folders, and shared drives.

Create and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alongside HF MCP server for comprehensive dataset workflows.

Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.

Disciplined plan execution with checkpoint validation, progress tracking, and verification at each step. Follows an approved plan strictly, running verification criteria before proceeding.

Expert-level JavaScript testing skill focused on writing high-quality tests that find bugs, serve as documentation, and prevent regressions. Advocates for property-based testing with fast-check and protects against indeterministic code in tests. Does not cover black-box e2e testing.

This skill should be used when the user asks to 'audit for JSR', 'check JSR readiness', 'review JSR config', 'verify package for JSR', 'publish to JSR', 'prepare for JSR publishing', 'JSR compliance check', 'run JSR audit', or wants to ensure their Deno/TypeScript package meets JSR standards before publishing.

This skill should be used when the user needs to plan features, break down requirements, create implementation tasks, or design software architecture. Use this skill for comprehensive requirements analysis, technical planning, and creating structured task hierarchies with dependencies. The skill executes in the main conversation context.

Use before creating or modifying reusable PCB registry content, including component packages, symbols, footprints, STEP models, datasheets, or reusable Zener modules. Also use when working inside a registry component package or changing KiCad/Zener files that define reusable parts. Covers search-before-authoring, datasheet-backed cleanup, package structure, sourcing checks, and validation.

Use when building UI with LiteJS framework — writing .ui templates, creating views and routes, using bindings, handling events, i18n, El API, or editing @litejs/ui source code

Process user-provided PDFs using isolated subagents, generate structured notes, synthesize findings, and draft the Introduction section. Third step of writer workflow. Requires scope.md.

Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth. Triggers: "Microsoft 365 Agents SDK", "Microsoft.Agents", "AddAgentApplicationOptions", "AgentApplication", "AddAgentAspNetAuthentication", "Copilot Studio client", "IAgentHttpAdapter".

This skill transforms Claude into a marketing campaign architect following Todd Brown's E5 CAMP methodology and Big Idea framework. Use it for designing complete campaign messaging, unique mechanism development, market sophistication analysis, and multi-phase campaign sequencing. Covers the E5 Method, Big Marketing Idea, Unique Sales Argument, and campaign messaging architecture.

Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working with dates using DateTime, troubleshooting Code node errors, or choosing between Code node modes.

Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.

Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline support, and Expo Router data loaders (useLoaderData).

Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.

Discover entities (companies, people, products, etc.) matching a natural-language description. Use when the user asks to 'find all X' or 'list every Y that…' — e.g., 'Find AI startups that raised Series A in 2026', 'List roofing companies in Charlotte NC', 'Show me YC W24 dev tools companies'. Different from web-search (which returns webpages) and deep-research (which returns a narrative report). Use this when the user wants a structured list of entities.

Use this skill after a plan has been approved and development is about to start. Breaks down the implementation into independent work streams that can be executed by subagents in parallel. Each subagent has access to all available skills. Trigger when transitioning from planning to implementation, especially for multi-file or multi-component work.

Identify computational bottlenecks, analyze scaling behavior, estimate memory requirements, and receive optimization recommendations for any computational simulation. Use when simulations are slow, investigating parallel efficiency, planning resource allocation, or seeking performance improvements through timing analysis, scaling studies, memory profiling, or bottleneck detection.

Use this skill when a task requires browser automation through PinchTab's MCP server connected to a remote browser instance. Covers navigation, element interaction, data extraction, form filling, multi-step flows, and session management via MCP tools.

Zero-install localhost tunnels over SSH via Pinggy.

Plan file (.claude/plans/*-plan.md) reference — sections, per-file format, dependency graph, and converter mappings

Generates comprehensive, workable unit tests for any programming language using a multi-agent pipeline. Use when asked to generate tests, write unit tests, improve test coverage, add test coverage, create test files, or test a codebase. Supports C#, TypeScript, JavaScript, Python, Go, Rust, Java, and more. Orchestrates research, planning, and implementation phases to produce tests that compile, pass, and follow project conventions.

Build a targeted list of contacts or companies from Lusha and return verified phone numbers alongside emails. Use when the user says "find me [title] at [company type]", "build a list of [ICP description]", "prospect [criteria]", "who should I be calling at [industry]", or any request to generate a lead list from an ICP or persona description.

Python development guidelines and best practices. Use when working with Python code.

Provides React Native performance optimization guidelines for FPS, TTI, bundle size, memory leaks, re-renders, and animations. Applies to tasks involving Hermes optimization, JS thread blocking, bridge overhead, FlashList, native modules, or debugging jank and frame drops.

Use when upgrading a React Native project to a newer version, when the user mentions React Native upgrade, version bump, migration between RN versions, outdated React Native, or rn-diff-purge

Reconstruct and narrate the current development context from contextual commits. Run at session start, when resuming work, or when switching branches. Produces a brief, conversational summary of where things stand.

Discover B2B leads from Reddit using AI-powered lead scoring via reddapi.dev Leads API. Finds high-intent signals, scores them 0-100, and classifies by lead type (pain_point, solution_request, complaint, feature_request, comparison). Perfect for competitor poaching, pain point discovery, and sales prospecting.

Intelligent AI model routing proxy. Cut API costs 50-80% with automatic model selection. Haiku for simple tasks, Opus for complex ones.

Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays

Pre-merge code review tool. Analyzes SQL security, LLM trust boundaries, race conditions, and structural issues. Automatically reviews git diff, identifies bugs, and provides fixes. Use when user says "review this PR", "code review", "pre-landing review", "check my diff", or code is about to be merged.

Builds a full-scope product roadmap for an existing project by scanning PRDs in /docs, extracting legacy tasks, and creating a comprehensive plan to move from MVP/early release to the next major stage.

Static reference for scaffold pipeline ordering, dependencies, and phase structure. Use ONLY for questions about pipeline design, step ordering, or dependency constraints — NOT for status, progress, or "what's next" queries (those go through scaffold-runner).

Generates minimal macOS Seatbelt sandbox configurations. Use when sandboxing, isolating, or restricting macOS applications with allowlist-based profiles.

Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine Optimization (GEO) analysis including brand mention signals, AI crawler accessibility, llms.txt compliance, passage-level citability scoring, and platform-specific optimization. Use when user says "AI Overviews", "SGE", "GEO", "AI search", "LLM optimization", "Perplexity", "AI citations", "ChatGPT search", or "AI visibility".

AI image generation for SEO assets: OG/social preview images, blog hero images, schema images, product photography, infographics. Powered by Gemini via nanobanana-mcp. Requires banana extension installed. Use when user says "generate image", "OG image", "social preview", "hero image", "blog image", "product photo", "infographic", "seo image", "create visual", "image-gen", "favicon", "schema image", "pinterest pin", "generate visual", "banner", or "thumbnail".

Run one or more release actions: version, changelog, docs, commit, tag, push, watch, release. With no arguments, auto-detects needed actions from repo state and asks for confirmation.

Create, test, and distribute professional-grade skills with 5 design patterns, security scanning, sanitization, and 3-stage QA. Use when creating a new SKILL.md, updating an existing skill, packaging skills for marketplace distribution, or improving skill trigger accuracy and quality. Covers the full lifecycle from design pattern selection through implementation, security review, testing, and distribution.

Extract methodologies from documents or examples to create executable skills

Scan agent skills for security issues. Use when asked to "scan a skill", "audit a skill", "review skill security", "check skill for injection", "validate SKILL.md", or assess whether an agent skill is safe to install. Checks for prompt injection, malicious scripts, excessive permissions, secret exposure, and supply chain risks.

Type-safe routing for React and Solid applications with first-class search params, data loading, and seamless integration with the React ecosystem.

Semantic folder index for codebase navigation. Commands: /toondex (create), /redex (update). IMPORTANT: If you see "PROPOSE_REINDEX" in your context (injected by SessionStart hook), when the user sends their next message, briefly ask if they want you to run /redex first or if you should continue answering their question. "Oh, I see you've discovered my meticulously organized archive."

Triage PR review comments by classifying feedback, accepting actionable suggestions, rejecting non-applicable ones with explanations, and creating tracked follow-up tasks. Use when processing code review feedback on pull requests.

SpacetimeDB Unreal Engine client SDK reference. Use when building Unreal Engine clients that connect to SpacetimeDB.

Prepare and conduct user interviews that extract truth, not validation. Use when asked to create an interview guide, prepare for user interviews, plan customer discovery, or talk to users. Built on The Mom Test and YC's Five Questions framework for startup customer development.

Integrate xAI's Grok models for multi-model collaboration. Triggers on "Ask Grok", "What does Grok think", "Have Grok analyze", or similar phrases. Provides access to grok_query, grok_analyze_code, grok_reason, and grok_execute_code tools.

Secure environment variable management with Varlock. Use when handling secrets, API keys, credentials, or any sensitive configuration. Ensures secrets are never exposed in terminals, logs, traces, or Claude's context. Trigger phrases include "environment variables", "secrets", ".env", "API key", "credentials", "sensitive", "Varlock".

Implement Agent-to-Agent (A2A) communication for cross-framework interoperability. Use this skill when building multi-agent communication, implementing agent protocols, connecting agents across frameworks, or standardizing agent interfaces. Activate when: agent to agent, A2A, agent communication, agent protocol, cross-framework agents, agent interoperability, MCP, agent discovery.

This skill should be used when the user asks to "add an app to my MCP server", "add UI to my MCP server", "add a view to my MCP tool", "enrich MCP tools with UI", "add interactive UI to existing server", "add MCP Apps to my server", or needs to add interactive UI capabilities to an existing MCP server that already has tools. Provides guidance for analyzing existing tools and adding MCP Apps UI resources.

AddressSanitizer detects memory errors during fuzzing. Use when fuzzing C/C++ code to find buffer overflows and use-after-free bugs.

Budget allocation and bidding strategy review across all ad platforms. Evaluates spend distribution, bidding strategy appropriateness, scaling readiness, and identifies campaigns to kill or scale. Uses 70/20/10 rule, 3x Kill Rule, and 20% scaling rule. Use when user says budget allocation, bidding strategy, ad spend, ROAS target, media budget, or scaling.

Competitor ad intelligence analysis across Google, Meta, LinkedIn, TikTok, Microsoft, and Apple Ads. Analyzes competitor ad copy, creative strategy, keyword targeting, estimated spend, and identifies competitive gaps and opportunities. Use when user says competitor ads, ad spy, competitive analysis, competitor PPC, or ad intelligence.

Campaign concept and copy brief generator for paid advertising. Reads brand-profile.json and optional audit results to produce structured campaign concepts, messaging pillars, and copy briefs. Outputs campaign-brief.md to the current directory. Run after /ads dna and before /ads generate. Triggers on: create campaign, campaign brief, ad concepts, write ad copy, campaign strategy, ad messaging, creative brief, generate concepts.

Operate the agent-email CLI to create disposable inboxes, poll for new mail, retrieve full message details, and manage local mailbox profiles. Use when the user needs terminal-based email inbox access for LLM or agent automation workflows.

Effective communication strategies for AI-assisted development. Learn context-first prompting, phased interactions, iterative refinement, and validation techniques to get better results from Claude and other AI coding assistants.

Use PROACTIVELY when you investigate, analyze, debug, or review performance issues using Blackfire.io profiles. Triggers on: 'blackfire profile', 'performance analysis', 'investigate slow', 'profile URL', app.blackfire.io URLs, slow requests, high CPU/IO, N+1 detection, or query optimization. Covers: header triage, callgraph analysis, SQL/HTTP views, timeline inspection, drill-down debugging, and interpreting recommendations.

Fastlane snapshot and screengrab for automated App Store and Play Store screenshots. Use when setting up screenshot automation, configuring device sizes, or generating localised screenshots.

A structured framework for dynamic and reflective problem-solving through sequential thoughts. Use when tackling complex, multi-step problems that require careful analysis, revision of assumptions, or exploration of alternative approaches. Ideal for algorithm optimization, architectural decisions, debugging complex issues, or any task where initial understanding may need to evolve.

Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or building custom document models.

Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant .NET", "bidirectional audio", "speech-to-speech".