Integrations & APIs
Integration agent skills teach AI agents to work with specific external services and APIs: third-party platforms, webhooks, MCP servers, and data syncs. Instead of re-explaining an API every session, install the skill and the agent knows the endpoints and conventions.
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ferroxlabs Skill Workflow Automation Design 2Designs personal workflow automation plans by identifying repetitive tasks, mapping trigger-action-output structures, and prioritizing by time savings. Use when the user wants to automate personal repetitive work, streamline daily routines, or eliminate manual steps from recurring processes. Do NOT use for enterprise workflow automation, Zapier/Make integration configuration, or business process reengineering (use business operations skills instead).
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ferroxlabs Skill Java Modern Idioms 2Teaches expert-level modern Java patterns: records, sealed classes, pattern matching, text blocks, virtual threads (Project Loom), and modern Stream API usage for Java 21+. Use when the user asks about Java records, sealed classes, pattern matching, text blocks, virtual threads, Java 21, modern Java. Do NOT use when the user asks about Java project setup (use `java-project-setup`), Java testing (use `java-testing-patterns`), Java concurrency (use `java-concurrency-patterns`).
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ferroxlabs Skill Python Performance 2Guides expert-level Python performance optimization: cProfile and line_profiler usage, memory profiling with tracemalloc, NumPy vectorization vs pure Python decision tree, Cython integration points, and algorithmic optimization patterns. Use when the user asks about Python performance profiling, memory optimization, speeding up Python code, NumPy vs pure Python decisions, or Cython compilation. Do NOT use when the user asks about async concurrency (use `python-async-patterns`), general Python idioms (use `python-idioms`), or project setup (use `python-project-setup`).
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ferroxlabs Skill Go Testing Patterns 2Guides expert-level Go testing: table-driven tests, testify assertions, httptest for HTTP handlers, integration test patterns, benchmarks, and fuzz testing. Use when the user asks about Go testing, table-driven tests, testify, httptest, benchmarks, fuzz testing, Go test organization. Do NOT use when the user asks about Go project setup (use `go-project-setup`), Go idioms (use `go-idioms`), general testing concepts (use `unit-testing-patterns`).
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ferroxlabs Skill Notification System 2Notification system design expertise covering multi-channel delivery (email, SMS, push, Slack, webhook), template engines, notification preferences and user settings, delivery tracking, retry logic, batching and digest strategies, rate limiting, priority levels, and notification center UI design. Use when the user asks about notification system, notification system best practices, or needs guidance on notification system implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
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ferroxlabs Skill Loving Kindness Practitioner 2Guide metta meditation and compassion practices including traditional scripts, progressive sequences, adaptations for difficulty, and integration into daily life. Use when the user asks about loving kindness practitioner, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of loving kindness practitioner or requires a different specialized skill.
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ferroxlabs Skill Csharp Testing Patterns 2Guides expert-level C# testing: xUnit, Moq, FluentAssertions, WebApplicationFactory for integration testing, and test architecture patterns for .NET applications. Use when the user asks about C# testing, xUnit, Moq, FluentAssertions, WebApplicationFactory, .NET testing, integration testing. Do NOT use when the user asks about C# project setup (use `csharp-project-setup`), C# ASP.NET (use `csharp-aspnet-patterns`), general testing concepts (use `unit-testing-patterns`).
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ferroxlabs Skill Integration Testing Patterns 2Guides expert-level integration testing patterns implementation: automation and best-practices decision frameworks, production-ready patterns, and concrete templates for integration testing patterns workflows. Use when the user asks about integration testing patterns, integration testing patterns configuration, or testing best practices for integration projects. Do NOT use when the user needs a different testing quality capability -- check sibling skills in the testing quality subcategory.
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ferroxlabs Skill City Walking Tour Builder 2Creates self-guided walking tours with timed segments, turn-by-turn navigation notes, and point-of-interest descriptions. Produces a complete walking route with estimated times between stops, rest points, and alternate shortcuts. Use when the user asks about creating a walking tour of a city, building a self-guided neighborhood walk, planning a themed walking route, or organizing a sightseeing walk with specific time constraints. Do NOT use for cultural site deep dives (use cultural-experience-guide), food tours (use food-tourism-planner), or hiking trail planning (use hobbies-crafts skills).
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ferroxlabs Skill Alternative Investment Guide 2Alternative investments education covering private equity, venture capital, commodities, precious metals, art, collectibles, farmland, cryptocurrency allocation, risk assessment frameworks, and portfolio integration. Helps users understand options beyond traditional stocks and bonds. Use when the user asks about alternative investment guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of alternative investment guide or requires a different specialized skill.
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ferroxlabs Skill Payment System Architect 2Payment processing architecture expert covering payment gateway integration (Stripe, Braintree), PCI DSS compliance, subscription billing, recurring payments, fraud detection, refund handling, multi-currency support, payment state machines, and financial reconciliation. Use when the user asks about payment system architect, payment system architect best practices, or needs guidance on payment system architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
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ferroxlabs Skill Typescript Runtime Safety 2Guides runtime type validation in TypeScript with Zod: schema design, branded types, type guards, runtime validation at application boundaries, and parse-not-validate patterns. Use when the user asks about Zod schemas, runtime validation, branded types, type guards, parse-not-validate, API boundary validation. Do NOT use when the user asks about TypeScript type system features (use `typescript-type-patterns`), project setup (use `typescript-project-setup`), testing (use `javascript-testing-patterns`).
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ferroxlabs Skill Time Series DB Specialist 2Time-series database specialist covering InfluxDB and TimescaleDB deep dives, data retention policies, downsampling strategies, continuous aggregates, compression techniques, IoT data modeling, high-cardinality management, query optimization, and Grafana integration. Use when the user asks about time series db specialist, time series db specialist best practices, or needs guidance on time series db specialist implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
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ferroxlabs Skill Data Lakehouse Architect 2Architecture expertise for data lakehouse platforms covering Delta Lake, Apache Iceberg, Apache Hudi, medallion architecture design, table format selection, storage optimization, schema evolution, time travel, compaction strategies, and query engine integration for building unified analytical and operational data platforms. Use when the user asks about data lakehouse architect, data lakehouse architect best practices, or needs guidance on data lakehouse architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
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ferroxlabs Skill API Gateway Patterns 2Guides expert-level api gateway patterns implementation: api-design and backend decision frameworks, production-ready patterns, and concrete templates for api gateway patterns workflows. Use when the user asks about api gateway patterns, api gateway patterns configuration, or architecture best practices for api projects. Do NOT use when the user needs a different architecture design capability -- check sibling skills in the architecture design subcategory.
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ferroxlabs Skill N8n Workflow Builder 2Expert n8n workflow automation covering self-hosted deployment, node configuration, trigger types, webhook handling, data transformation with expressions, error handling patterns, credential management, sub-workflow composition, database operations, API integration, and production monitoring for reliable automation pipelines. Use when the user asks about n8n workflow builder, n8n workflow builder best practices, or needs guidance on n8n workflow builder implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
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ferroxlabs Skill AI Coding Assistant Power User 2Master guide to maximizing productivity with AI coding assistants including GitHub Copilot, Cursor, Claude Code, and similar tools covering effective prompting, context management, workflow integration, and advanced techniques for 10x development velocity. Use when the user asks about ai coding assistant power user, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of ai coding assistant power user or requires a different specialized skill.
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hoangnguyen0403 Bundle Common Web Visual Testing 2Standardizes visual audits, responsive design, and behavioral testing for web apps. Use to verify a web UI fix or cross-browser behavior; defer backend API refactors, Playwright installation/tooling setup, and Appium/mobile automation.
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nota-america Bundle Xdrop 2Use this skill when the user wants to send or fetch files through an Xdrop server from the terminal, asks to automate encrypted Xdrop share-link workflows, provides an Xdrop `/t/:transferId#k=...` link to download and decrypt locally, or needs Xdrop CLI flags such as `--quiet`, `--json`, `--expires-in`, `--output`, or `--api-url`, even if they do not explicitly mention the skill name.
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nota-america Bundle Gpt Image 2Generate or edit raster images through the user's ChatGPT subscription and save or preview workspace PNGs. Use for text-to-image, local-reference generation, edits, follow-up revisions, variants, multi-image batches, or subscription-backed setup in Codex, Claude Code, and compatible local agents. Preserve direct prompts verbatim; develop distinct per-output prompts when the user delegates multiple concepts. Attach actual reference files. Prefer host-native image_gen; otherwise use Codex CLI with ChatGPT sign-in. Never use the Images API, OPENAI_API_KEY, or API-key login.
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nota-america Bundle Sora 2Use when the user asks to generate, edit, extend, poll, list, download, or delete Sora videos, create reusable non-human Sora character references, or run local multi-video queues via the bundled CLI (`scripts/sora.py`); includes requests like: (i) generate AI video, (ii) edit this Sora clip, (iii) extend this video, (iv) create a character reference, (v) download video/thumbnail/spritesheet, and (vi) Sora batch planning; requires `OPENAI_API_KEY` and Sora API access.
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nota-america Bundle Implement Fog Of War 2Implement, tune, debug, or validate soft wall-aware fog of war and gameplay perception in Three.js action games. Use for orthographic or isometric visibility masks, obstacle-aware line of sight, player and enemy vision ranges, hidden-enemy targeting rules, fog shader artifacts such as spokes or seams, mobile ray budgets, lifecycle and menu-state integration, and deterministic fog-of-war tests.
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nota-america Bundle Slack Gif Creator 2Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."
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bg-szy Skill Indexing 2When the user wants to fix indexing issues from Search Console, use noindex, or implement Google Indexing API. Also use when the user mentions "fix indexing," "not indexed," "Crawled - currently not indexed," "discovered - currently not indexed," "index coverage," "noindex," "noindex tag," "pages not indexed," "why not indexed," "request indexing," or "Google Indexing API." For sitemap, use xml-sitemap.
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bg-szy Bundle Scrna Qc 2Execute the MAD-based single-cell RNA-seq QC workflow (scripts + Python API) to filter low-quality cells and emit reports plus filtered AnnData files.
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bg-szy Skill Scvi Tools 2Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or multi-modal integration (TOTALVI, MultiVI). Best for advanced modeling, batch effects, multimodal data. For standard analysis pipelines use scanpy.
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bg-szy Skill Credentials 2Instructions for handling API keys and credentials safely, verifying their presence, and prompting the user to add them if missing using a safe protocol.
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bg-szy Bundle Using Git Worktrees 2Git worktree management with tmux integration and task dispatch. Use when creating isolated dev environments, launching parallel feature work, running multiple Claude instances, managing worktrees, dispatching tasks to worktree terminals, or cleaning up after merge. Covers worktree creation in .claude/worktrees/, tmux window management in the current session, and command dispatch. Also use when someone says "create a worktree", "launch in a worktree", "worktree for story X", or "parallel development".
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nota-america Skill System Design 2Design systems, services, and architectures. Trigger with "design a system for", "how should we architect", "system design for", "what's the right architecture for", or when the user needs help with API design, data modeling, or service boundaries.
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bg-szy Bundle Maxhub Bilibili 2B站视频、用户、评论、弹幕、直播数据查询助手。支持App和Web双端API。
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bg-szy Skill Swiftui Alarmkit 2Schedule alarms and countdown timers in iOS apps using AlarmKit. Use when implementing alarm functionality, timer features, AlarmKit integration, snooze/stop controls, Dynamic Island alarm displays, or focus mode override. Requires iOS 18+.
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bg-szy Skill Swiftui Toolbars 2Modern SwiftUI toolbar patterns including customizable toolbars, search integration, transition effects, and platform-specific behavior. Use when implementing or customizing toolbars in SwiftUI.
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bg-szy Bundle API Doc Generator 2API文档自动生成 — 代码→OpenAPI 3.0规范文档+请求示例+Postman集合
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bg-szy Skill Openfda Database 2Query, search, and download data from the openFDA API for drugs, devices, foods, tobacco, cosmetics, animal and veterinary products, substances, and transparency data. Use for FDA adverse events, recalls, labeling, approvals, shortages, 510(k) clearances, NDC lookups, and any FDA safety or regulatory data query across all 28 API endpoints.
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bg-szy Skill Social Publishing 2Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) via the SocialClaw API. Use when the user wants to publish, schedule, or manage social media content programmatically. Requires SOCIALCLAW_API_KEY.
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bg-szy Skill Foldseek Structural Search 2Performs 3D structural searches of proteins against various databases (PDB, AlphaFold, CATH, MGnify, etc.) using the Foldseek API. Use ONLY when the user provides a physical 3D coordinate file (.cif, .mmcif, or .pdb) and wants to find structurally similar proteins. Do NOT use if the user only provides a protein sequence, gene name, or UniProt ID.
Frequently asked questions
What are Integrations & APIs agent skills?
Integration agent skills teach AI agents to work with specific external services and APIs: third-party platforms, webhooks, MCP servers, and data syncs. Instead of re-explaining an API every session, install the skill and the agent knows the endpoints and conventions.
Which Integrations & APIs skills are most installed?
Popular Integrations & APIs skills on SkillMD right now include workflow-automation-design, java-modern-idioms, python-performance. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Integrations & APIs skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.