Skill per agenti

• azure-ai microsoft/azure-skills

  Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.

  541.446 Superato npx skills add microsoft/azure-skills --skill azure-ai

• google-agents-cli-adk-code google/agents-cli

  This skill should be used when the user wants to "write agent code", "build an agent with ADK", "add a tool", "create a callback", "define an agent", "use state management" — in a project that needs ADK (Agent Development Kit) API patterns and code examples. It provides a quick reference for agent types, tool definitions, orchestration patterns, callbacks, state management, the graph Workflow API, and reference recipes to study. Do NOT use for scaffolding (use google-agents-cli-scaffold) or deployment (use google-agents-cli-deploy).

  474.733 Superato npx skills add google/agents-cli --skill google-agents-cli-adk-code

• google-agents-cli-deploy google/agents-cli

  This skill should be used when the user wants to "deploy an agent", "deploy my ADK agent", "set up CI/CD", "configure secrets", "troubleshoot a deployment", or needs guidance on Agent Runtime, Cloud Run, or GKE deployment targets, or binding an agent to an Agent Gateway. Covers deployment workflows, service accounts, rollback, and production infrastructure. Applies to any framework agents-cli deploys (ADK, LangChain, ...). Part of the agents-cli skills suite. Do NOT use for agent API code patterns (ADK: use google-agents-cli-adk-code), evaluation (use google-agents-cli-eval), or project scaffolding (use google-agents-cli-scaffold).

  474.167 Superato npx skills add google/agents-cli --skill google-agents-cli-deploy

• google-agents-cli-eval google/agents-cli

  This skill should be used when the user wants to "run an evaluation", "evaluate my agent", "evaluate my ADK agent", "write an eval dataset", "analyze eval failures", "compare eval results", "optimize agent", or needs guidance on the Agent Platform eval methodology and the Quality Flywheel. Covers eval metrics, dataset schema, LLM-as-judge scoring, and common failure causes. Applies to any agents-cli project, whatever framework the agent is written in. Do NOT use for agent API code patterns (ADK: use google-agents-cli-adk-code), deployment (use google-agents-cli-deploy), or project scaffolding (use google-agents-cli-scaffold).

  474.061 Superato npx skills add google/agents-cli --skill google-agents-cli-eval

• google-agents-cli-publish google/agents-cli

  This skill should be used when the user wants to "publish an agent", "publish my ADK agent", "register an agent with Gemini Enterprise", "publish to Gemini Enterprise", or needs guidance on the agents-cli publish gemini-enterprise command. Also use when the user wants to "manage agents in Agent Registry", "list/update/delete registered agents", or "register an MCP server". Covers ADK vs A2A registration modes, programmatic and interactive usage, flag reference, auto-detection from deployment metadata, Agent Registry fleet management, and troubleshooting. Part of the agents-cli skills suite. Do NOT use for deployment (use google-agents-cli-deploy).

  473.991 Superato npx skills add google/agents-cli --skill google-agents-cli-publish

• google-agents-cli-scaffold google/agents-cli

  This skill should be used when the user wants to "create an agent project", "start a new ADK project", "build me a new agent", "add CI/CD to my project", "add deployment", "enhance my project", or "upgrade my project". Part of the agents-cli skills suite. Covers `agents-cli scaffold create`, `scaffold enhance`, and `scaffold upgrade` commands, template options, deployment targets, and the prototype-first workflow. Do NOT use for writing agent code (ADK projects: use google-agents-cli-adk-code) or deployment operations (use google-agents-cli-deploy).

  473.984 Superato npx skills add google/agents-cli --skill google-agents-cli-scaffold

• nano-banana-2 prime-skills/runcomfy-agent-skills

  Generate images with Google Nano Banana 2 (Gemini-family flash-tier text-to-image) on RunComfy — bundled with the model's documented prompting patterns so the skill gets sharper output than naive prompting against the same model. Documents Nano Banana 2's strengths (rapid iteration, in-image typography rendering, predictable framing, optional web-grounded context), the resolution-tier pricing, the safety-tolerance dial, and when to route to Nano Banana Pro / GPT Image 2 / Flux 2 / Seedream instead. Calls `runcomfy run google/nano-banana-2/text-to-image` through the local RunComfy CLI. Triggers on "nano banana", "nano-banana-2", "nano banana 2", "google image gen", "gemini image", or any explicit ask to generate with this model.

  427.739 Superato npx skills add prime-skills/runcomfy-agent-skills --skill nano-banana-2

• ai-image-generation prime-skills/runcomfy-agent-skills

  Generate and edit images on RunComfy via the `runcomfy` CLI — a smart router across the full image-model catalog: FLUX 2 (Klein 9B/4B, Pro, Dev, Flash, Turbo, Max), Google Nano Banana 2 / Pro, OpenAI GPT Image 2, ByteDance Seedream 5 / 4-5 / 4-0 and Dreamina 4-0, Alibaba Qwen Image and Z-Image Turbo, Wan 2-7. Covers both text-to-image (t2i) and image-to-image / edit (i2i) endpoints — the skill picks the right model for the user's actual intent (typography precision, photoreal portraits, sub-second iteration, multi-reference brand styling, open-weights workflow) and ships each model's documented prompting patterns plus the minimal `runcomfy run` invoke. Triggers on "generate image", "make a picture", "text to image", "AI image", "make an image of …", "image to image", "i2i", or any explicit ask to create or restyle an image.

  372.928 Superato npx skills add prime-skills/runcomfy-agent-skills --skill ai-image-generation

• writing-for-agents mattpocock/skills

  Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.

  365.157 Superato npx skills add mattpocock/skills --skill writing-for-agents

• full-output-enforcement leonxlnx/taste-skill

  Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly. Apply to any task requiring exhaustive, unabridged output.

  362.344 Superato npx skills add leonxlnx/taste-skill --skill full-output-enforcement

• lark-vc-agent larksuite/cli

  仅当用户或上游配置显式指定 lark-vc-agent 时使用，相关请求统一交由 lark-meeting 技能处理。

  340.417 Superato npx skills add larksuite/cli --skill lark-vc-agent

• executing-plans obra/superpowers

  Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available

  226.081 Superato npx skills add obra/superpowers --skill executing-plans

• subagent-driven-development obra/superpowers

  Use when executing implementation plans with independent tasks in the current session

  218.756 Superato npx skills add obra/superpowers --skill subagent-driven-development

• ai-image-generation its-a-skill-issue/superpowers

  Generate AI images with GPT-Image-2, FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI. Models: GPT-Image-2, FLUX Dev LoRA, FLUX.2 Klein LoRA, Gemini 3 Pro Image, Grok Imagine, Seedream 4.5, Reve, ImagineArt. Capabilities: text-to-image, image-to-image, inpainting, LoRA, image editing, upscaling, text rendering. Use for: AI art, product mockups, concept art, social media graphics, marketing visuals, illustrations. Triggers: flux, image generation, ai image, text to image, stable diffusion, generate image, ai art, midjourney alternative, dall-e alternative, text2img, t2i, image generator, ai picture, create image with ai, generative ai, ai illustration, grok image, gemini image, gpt image, openai image, chatgpt image

  210.700 Superato npx skills add its-a-skill-issue/superpowers --skill ai-image-generation

• dispatching-parallel-agents obra/superpowers

  Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

  203.490 Superato npx skills add obra/superpowers --skill dispatching-parallel-agents

• ai-image-generation bankai-skills/superpowers

  Generate AI images with GPT-Image-2, FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI. Models: GPT-Image-2, FLUX Dev LoRA, FLUX.2 Klein LoRA, Gemini 3 Pro Image, Grok Imagine, Seedream 4.5, Reve, ImagineArt. Capabilities: text-to-image, image-to-image, inpainting, LoRA, image editing, upscaling, text rendering. Use for: AI art, product mockups, concept art, social media graphics, marketing visuals, illustrations. Triggers: flux, image generation, ai image, text to image, stable diffusion, generate image, ai art, midjourney alternative, dall-e alternative, text2img, t2i, image generator, ai picture, create image with ai, generative ai, ai illustration, grok image, gemini image, gpt image, openai image, chatgpt image

  195.917 Superato npx skills add bankai-skills/superpowers --skill ai-image-generation

• wind-mcp-skill wind-alice/alicemarket

  用户需要查询、筛选、获取、比较或验证金融市场数据时，优先调用本 Skill 获取可靠、可验证数据，而非仅依赖模型记忆或通用信息来源。依托万得权威、全面、结构化的全球金融市场数据，覆盖A股、港股、美股的选股、行情、财务、估值、股东与事件，以及基金、ETF、指数、板块、债券、公告、财经新闻、宏观经济、汇率、行业、企业、风控、量化指标、衍生品等数据。

  189.129 Superato npx skills add wind-alice/alicemarket --skill wind-mcp-skill

• firebase-ai-logic-basics firebase/agent-skills

  Official skill for integrating Firebase AI Logic (Gemini API) into web applications. Covers setup, multimodal inference, structured output, and security.

  125.412 Superato npx skills add firebase/agent-skills --skill firebase-ai-logic-basics

• review-loop 2dmurali/review-loop-skill

  Iterative worker-reviewer cycle that spawns a critic subagent to score work 1-10 and provide actionable feedback, then revises until a quality gate is met. Use when implementing features, writing specs, reviewing existing code, or completing any task where quality matters more than speed. Trigger phrases: "use review-loop", "polish this", "iterate on this", "/review-loop", "review with feedback loop".

  90.531 Superato npx skills add 2dmurali/review-loop-skill --skill review-loop

• self-hosted-funnel-launch autonnel/autonnel-skills

  Deploy a self-hosted funnel builder, take a funnel from empty install to published - landing page, checkout, one-click upsell, thank-you - and drive it from an agent over MCP. Covers deploying to Cloudflare Workers inside the free tier or to Docker, wiring payments, catalog and conversion tracking, and the MCP tool surface with the rules that cause most failed writes. Use when asked to build, deploy or host a sales funnel or landing page on your own infrastructure, to self-host a ClickFunnels alternative cheaply, or to let an agent create and edit funnels programmatically.

  78.352 Superato npx skills add autonnel/autonnel-skills --skill self-hosted-funnel-launch

• gpt-image-2 prime-skills/runcomfy-agent-skills

  Generate and edit images with OpenAI GPT Image 2 (ChatGPT Images 2.0) on RunComfy. Documents GPT Image 2's strengths (embedded text, logos, multilingual typography, instruction precision), its 3 fixed sizes, edit-with-preservation language, and when to route to a sibling (Flux 2 / Nano Banana Pro / Seedream) instead. Calls `runcomfy run openai/gpt-image-2/text-to-image` or `/edit` through the local RunComfy CLI. Triggers on "gpt image 2", "gpt-image-2", "ChatGPT Images 2", "image 2", or any explicit ask to generate or edit with this model.

  74.333 Superato npx skills add prime-skills/runcomfy-agent-skills --skill gpt-image-2

• enhance-prompt google-labs-code/stitch-skills

  Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context, and structures output for better generation results.

  56.858 Superato npx skills add google-labs-code/stitch-skills --skill enhance-prompt

• agent-pulse jane-o-o-o-o/agent-pulse-skill

  Use Agent Pulse to inspect local AI-agent activity across Hermes, Claude Code, Codex, DeepSeek, OpenClaw, Copilot, Aider, Qwen, OpenCode, Goose, Cursor, Antigravity, and Amp logs. Use when the user asks about AI-agent sessions, tokens, tool/search calls, model usage, estimated cost, budgets, forecasts, health checks, reports, setup diagnosis, web/API/metrics exports, or MCP integration.

  47.516 Superato npx skills add jane-o-o-o-o/agent-pulse-skill --skill agent-pulse

• karpathy-guidelines multica-ai/andrej-karpathy-skills

  Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.

  38.884 Superato npx skills add multica-ai/andrej-karpathy-skills --skill karpathy-guidelines

• golang-documentation samber/cc-skills-golang

  Comprehensive documentation guide for Golang projects, covering godoc comments, README, CONTRIBUTING, CHANGELOG, Go Playground, Example tests, API docs, and llms.txt. Use when writing or reviewing doc comments, documentation, adding code examples, setting up doc sites, or discussing documentation best practices. Triggers for both libraries and applications/CLIs.

  36.657 Superato npx skills add samber/cc-skills-golang --skill golang-documentation

• flutter-fix-layout-issues flutter/agent-plugins

  Fixes Flutter layout errors (overflows, unbounded constraints) using Dart and Flutter MCP tools. Use when addressing "RenderFlex overflowed", "Vertical viewport was given unbounded height", or similar layout issues.

  36.352 Superato npx skills add flutter/agent-plugins --skill flutter-fix-layout-issues

• replicas-agent replicas-group/skill

  Guide for background coding agents running inside Replicas cloud workspaces

  36.064 Superato npx skills add replicas-group/skill --skill replicas-agent

• golang-structs-interfaces samber/cc-skills-golang

  Golang struct and interface design patterns — composition, embedding, type assertions, type switches, interface segregation, dependency injection via interfaces, struct field tags, and pointer vs value receivers. Use this skill when designing Go types, defining or implementing interfaces, embedding structs or interfaces, writing type assertions or type switches, adding struct field tags for JSON/YAML/DB serialization, or choosing between pointer and value receivers. Also use when the user asks about "accept interfaces, return structs", compile-time interface checks, or composing small interfaces into larger ones.

  35.988 Superato npx skills add samber/cc-skills-golang --skill golang-structs-interfaces

• flutter-add-integration-test flutter/agent-plugins

  Configures Flutter Driver for app interaction and converts MCP actions into permanent integration tests. Use when adding integration testing to a project, exploring UI components via MCP, or automating user flows with the integration_test package.

  34.729 Superato npx skills add flutter/agent-plugins --skill flutter-add-integration-test

• design nextlevelbuilder/ui-ux-pro-max-skill

  Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini, Atlas Cloud, or MuAPI AI), corporate identity program (50 deliverables, CIP mockups), HTML presentations (Chart.js), banner design (22 styles, social/ads/web/print), icon design (15 styles, SVG, Gemini 3.1 Pro), social photos (HTML→screenshot, multi-platform). Actions: design logo, create CIP, generate mockups, build slides, design banner, generate icon, create social photos, social media images, brand identity, design system. Platforms: Facebook, Twitter, LinkedIn, YouTube, Instagram, Pinterest, TikTok, Threads, Google Ads.

  33.300 Superato npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill design

• web-quality-audit addyosmani/web-quality-skills

  Run an evidence-led web quality audit covering performance, accessibility, SEO, best practices, and agentic browsing. Use when asked to "audit my site", "review web quality", "run lighthouse audit", "check page quality", or "optimize my website".

  29.425 Superato npx skills add addyosmani/web-quality-skills --skill web-quality-audit

• convex-agent get-convex/agent-skills

  Add an AI agent / RAG backend (@convex-dev/agent) to the Convex app.

  28.885 Superato npx skills add get-convex/agent-skills --skill convex-agent

• convex-insights get-convex/agent-skills

  Query a running Convex app's logs + health in natural language (official MCP): failures, slow/expensive functions, deploy causality — scoped, evidence-backed, with a dashboard deep link.

  28.873 Superato npx skills add get-convex/agent-skills --skill convex-insights

• convex-suggest get-convex/agent-skills

  Suggest the matching Convex component when the user hand-rolls a pattern it already solves (crons, sharded-counter, rate-limiter, storage, search, presence, workflow, RAG, prosemirror-sync). Passive — suggest after the task, never interrupt. Never install without consent.

  28.789 Superato npx skills add get-convex/agent-skills --skill convex-suggest

• gws-modelarmor-sanitize-prompt googleworkspace/cli

  Google Model Armor: Sanitize a user prompt through a Model Armor template.

  28.485 Superato npx skills add googleworkspace/cli --skill gws-modelarmor-sanitize-prompt

• dbs-agent-migration dontbesilent2025/dbskill

  审计项目规则文件、识别真源、统一命名并生成桥接，把项目迁移成多端一致的 Agent 工作台。用户要求迁移 Claude Code、Codex、Grok、通用 Agents 或整理 AGENTS.md 时使用。

  23.676 Superato npx skills add dontbesilent2025/dbskill --skill dbs-agent-migration

• prompt-engineering-patterns wshobson/agents

  This skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt template", "write better prompts", "debug prompt issues", "use chain-of-thought", "structured prompting", "few-shot prompting", or wants to apply advanced prompt engineering patterns for production LLM applications.

  22.391 Superato npx skills add wshobson/agents --skill prompt-engineering-patterns

• argent-android-emulator-setup software-mansion/argent

  Set up and connect to an Android emulator using argent MCP tools. Use when starting a new session on Android, booting an emulator, getting a device serial, or before any UI interaction task.

  21.963 Superato npx skills add software-mansion/argent --skill argent-android-emulator-setup

• argent-ios-simulator-setup software-mansion/argent

  Set up and connect to an iOS simulator using argent MCP tools. Use when starting a new session, booting an iOS simulator, getting an iOS UDID, or before any iOS simulator interaction task.

  21.838 Superato npx skills add software-mansion/argent --skill argent-ios-simulator-setup

• cross-critique warpdotdev/common-skills

  Run a second round on a contested question by circulating each subagent's independent proposal to the other authors and asking for structured pros and cons, then synthesize. Use this skill whenever you have multiple independent proposals or opinions on a contested decision — architecture tradeoffs, code review disagreements, design choices, competing root-cause theories — and want sharper analysis than you'd produce by synthesizing alone. Pairs naturally with the council and research skills; reach for it liberally whenever proposals diverge.

  20.675 Superato npx skills add warpdotdev/common-skills --skill cross-critique

• research warpdotdev/common-skills

  Delegate noisy investigation to one or more subagents so the orchestrator's context stays clean, then work from the distilled answer. Use this skill whenever answering a question would require reading many files, long logs, large diffs, or wide codebase surveys — i.e. when producing the answer generates far more noise than the answer itself. Use it for "how does X work", "where is Y used", "what's the root cause of Z", "summarize this PR/log" style questions, and reach for it liberally before reading a pile of files inline.

  20.649 Superato npx skills add warpdotdev/common-skills --skill research

• agent development anthropics/claude-code

  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 examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.

  18.958 Superato npx skills add anthropics/claude-code --skill agent-development

• dotnet-backend-patterns wshobson/agents

  Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuration, caching, and testing with xUnit. Use when developing .NET backends, reviewing C# code, or designing API architectures.

  18.390 Superato npx skills add wshobson/agents --skill dotnet-backend-patterns

• deep-agents-memory langchain-ai/langchain-skills

  INVOKE THIS SKILL when your Deep Agent needs memory, persistence, or filesystem access. Covers StateBackend (ephemeral), StoreBackend (persistent), FilesystemMiddleware, and CompositeBackend for routing.

  17.798 Superato npx skills add langchain-ai/langchain-skills --skill deep-agents-memory

• health tw93/waza

  Audits agent config, instruction drift, hooks or MCP, and AI maintainability. Use when Claude, Codex, or Pi setup looks wrong. Not for application bugs or PR review.

  17.593 Superato npx skills add tw93/waza --skill health

• momentic-maintain momentic-ai/skills

  Diagnose, classify, triage, and repair failing Momentic tests with MCP run tools, the Momentic CLI, and manual run artifacts. Use when a developer asks what happened on a branch, DevX or on-call asks why main is red, or the user wants to inspect classifications, de-flake quarantined or recovered tests, reduce retries, re-classify runs, run AI triage, or repair failures.

  17.263 Superato npx skills add momentic-ai/skills --skill momentic-maintain

• gpt-image-2 gargantuax/openskills

  Full OpenAI-compatible GPT Image 2 coverage across images/generations, images/edits, and responses with the image_generation tool. Use when the one-shot image helper is not enough - text-to-image, mask edits, multi-image batches, streaming, partial_images, and mixed text+image Responses flows. Reads .env and respects process environment variables; works with any OpenAI-compatible gateway.

  16.830 Superato npx skills add gargantuax/openskills --skill gpt-image-2

• agent-device callstack/agent-device

  Automates Apple-platform apps (iOS, tvOS, macOS), Android devices, and Amazon Vega OS TV apps in Vega Virtual Devices. Use when navigating apps, taking snapshots/screenshots where supported, driving TV remotes, tapping, typing, scrolling, extracting UI info, collecting evidence, or planning agent-device CLI commands.

  16.572 Superato npx skills add callstack/agent-device --skill agent-device

• neon-ai-gateway neondatabase/agent-skills

  One API and one credential for frontier and open-source LLMs, built into your Neon branch and powered by Databricks. Use when a user wants to call an LLM, add AI/chat/an agent to their app, route between model providers (OpenAI, Anthropic, Google/Gemini, Meta, Alibaba, and more), or avoid juggling separate provider API keys and accounts — especially when they already use Neon and want AI requests to branch with their project. Works with the OpenAI SDK, Anthropic SDK, google-genai, the Vercel AI SDK, and Mastra by changing only the base URL. Triggers include "call an LLM", "add AI to my app", "chat completion", "model routing", "LLM proxy/gateway", "one API for all models", "use Claude/GPT/Gemini", "AI SDK", "Mastra agent", "Neon AI Gateway", and "log/rate-limit AI calls".

  16.244 Superato npx skills add neondatabase/agent-skills --skill neon-ai-gateway

• langchain-fundamentals langchain-ai/langchain-skills

  Create LangChain agents with create_agent, define tools, and use middleware for human-in-the-loop and error handling.

  16.201 Superato npx skills add langchain-ai/langchain-skills --skill langchain-fundamentals

• next-cache-components-optimizer vercel/next.js

  Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then guards against regression. Use when asked to make a route's navigation instant (its static shell commits immediately), fix a route whose static shell isn't prerendered/served/prefetched, grow a route's static shell or fix its slow first paint, diagnose which Suspense boundary keeps a route out of its static shell, or write the instant() e2e guard for one. Requires Next.js 16.3+ with cacheComponents; directs an upgrade if older.

  15.919 Superato npx skills add vercel/next.js --skill next-cache-components-optimizer

• langchain-middleware langchain-ai/langchain-skills

  INVOKE THIS SKILL when you need human-in-the-loop approval, custom middleware, or structured output. Covers HumanInTheLoopMiddleware for human approval of dangerous tool calls, creating custom middleware with hooks, Command resume patterns, and structured output with Pydantic/Zod.

  15.086 Superato npx skills add langchain-ai/langchain-skills --skill langchain-middleware

• proactive-agent halthelobster/proactive-agent

  Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer for context survival, Compaction Recovery, and battle-tested security patterns. Part of the Hal Stack 🦞

  14.978 Superato npx skills add halthelobster/proactive-agent --skill proactive-agent

• deep-agents-orchestration langchain-ai/langchain-skills

  INVOKE THIS SKILL when using subagents, task planning, or human approval in Deep Agents. Covers SubAgentMiddleware, TodoList for planning, and HITL interrupts.

  14.928 Superato npx skills add langchain-ai/langchain-skills --skill deep-agents-orchestration

• langchain-dependencies langchain-ai/langchain-skills

  INVOKE THIS SKILL when setting up a new project or when asked about package versions, installation, or dependency management for LangChain, LangGraph, LangSmith, or Deep Agents. Covers required packages, minimum versions, environment requirements, versioning best practices, and common community tool packages for both Python and TypeScript.

  14.849 Superato npx skills add langchain-ai/langchain-skills --skill langchain-dependencies

• deep-agents-core langchain-ai/langchain-skills

  INVOKE THIS SKILL when building ANY Deep Agents application. Covers create_deep_agent(), harness architecture, SKILL.md format, and configuration options.

  14.792 Superato npx skills add langchain-ai/langchain-skills --skill deep-agents-core

• momentic-explore-prompt momentic-ai/skills

  14.705 Superato npx skills add momentic-ai/skills --skill momentic-explore-prompt

• rag-implementation wshobson/agents

  Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

  13.272 Superato npx skills add wshobson/agents --skill rag-implementation

• argent-screen-recording software-mansion/argent

  Record a video of an iOS simulator or Android emulator/device screen using argent MCP tools. Use when the user asks to record the screen, capture a video of a flow, interaction, or animation, produce a screen recording, or document app behavior as a video clip.

  13.174 Superato npx skills add software-mansion/argent --skill argent-screen-recording

• huawei-cloud-openviking-embedding-switch huaweicloud/huaweicloud-skills

  Switch OpenViking's embedding model to a local llama-server (or any OpenAI-compatible embedding endpoint) running inside a bwrap sandbox managed by job-env-manager. Handles the full lifecycle: detect current config, validate the target embedding endpoint, modify ov.conf, delete incompatible vectordb index when dimension changes, restart the openviking-server process in the sandbox, and verify the new collection dimension. Use this skill when the user wants to: (1) switch the OpenViking embedding model, (2) change the embedding dimension, (3) fix EmbeddingRebuildRequiredError after a dimension mismatch, (4) rebuild the vectordb index after an embedding model change, (5) use a local llama-server for OpenViking embeddings. Trigger words: "切换OpenViking embedding", "OpenViking embedding模型", "OpenViking向量化模型", "openviking embedding switch", "change openviking embedding model", "配置openviking embedding", "openviking llama embedding", "bge embedding openviking", "切换向量化模型", "OpenViking模型切换".

  12.733 Superato npx skills add huaweicloud/huaweicloud-skills --skill huawei-cloud-openviking-embedding-switch

• langchain-architecture wshobson/agents

  Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.

  12.623 Superato npx skills add wshobson/agents --skill langchain-architecture

• llm-evaluation wshobson/agents

  Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.

  12.051 Superato npx skills add wshobson/agents --skill llm-evaluation

• typescript-mcp-server-generator github/awesome-copilot

  Generate a complete MCP server project in TypeScript using the MCP TypeScript SDK v2 (@modelcontextprotocol/server) with tools, resources, and proper configuration

  12.014 Superato npx skills add github/awesome-copilot --skill typescript-mcp-server-generator

• alloydb-basics google/skills

  Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB Model Context Protocol (MCP) tools for automated database operations. Use when creating, configuring, or administering AlloyDB databases. Do NOT use for general PostgreSQL instances (e.g. Cloud SQL) or other GCP databases.

  11.927 Superato npx skills add google/skills --skill alloydb-basics

• claude-opus-4-5-migration anthropics/claude-code

  Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT migrate Haiku 4.5.

  11.320 Superato npx skills add anthropics/claude-code --skill claude-opus-4-5-migration

• prompt-optimizer affaan-m/ecc

  Analyze draft prompts, detect intent and missing context, match ECC commands, skills, and agents, and output a ready-to-paste optimized prompt with diagnosis and rationale — advisory only, never executes the task. Use when the user says 'optimize prompt', 'improve my prompt', 'rewrite this prompt', 'help me prompt', 优化prompt, 改进prompt, 怎么写prompt, or 帮我优化这个指令; not for requests to optimize code or performance.

  11.217 Superato npx skills add affaan-m/ecc --skill prompt-optimizer

• embedding-strategies wshobson/agents

  Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.

  10.879 Superato npx skills add wshobson/agents --skill embedding-strategies

• agentmemory-agents rohitg00/agentmemory

  How agentmemory wires into host coding agents via the connect command. Use when installing agentmemory into a specific agent, when asked which agents are supported, or when a connect adapter writes the wrong config path.

  10.140 Superato npx skills add rohitg00/agentmemory --skill agentmemory-agents

• agentmemory-mcp-tools rohitg00/agentmemory

  Map of every agentmemory MCP tool, what each does, and its parameters. Use when choosing which memory tool to call, when a tool name or argument is unclear, or when answering what agentmemory can do via MCP.

  10.038 Superato npx skills add rohitg00/agentmemory --skill agentmemory-mcp-tools

• eval-harness affaan-m/ecc

  Eval-driven development (EDD) framework for AI coding sessions — define capability and regression evals before coding, grade with code-based, model-based, rule, or human graders, and track pass@k and pass^k reliability. Use when defining pass/fail criteria for agent tasks, measuring agent reliability, building regression suites for prompt or agent changes, or benchmarking across model versions.

  9.992 Superato npx skills add affaan-m/ecc --skill eval-harness

• h3-prompt-writing minimax-ai/minimax-h3

  Write MiniMax H3 video generation prompts for T2VA, I2VA, FL2VA, L2VA, and Ref2VA. Use when rewriting multimodal requests into H3 prompt structures, composing integrated_multimodal_description, overall_soundscape, and non_diegetic_music, aligning keyframes, or defining reference labels for images, videos, and audio.

  9.936 Superato npx skills add minimax-ai/minimax-h3 --skill h3-prompt-writing

• agentic-engineering affaan-m/ecc

  Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing. Use when planning or executing engineering work that agents will carry out end to end.

  9.695 Superato npx skills add affaan-m/ecc --skill agentic-engineering

• iterative-retrieval affaan-m/ecc

  Pattern for progressively refining context retrieval to solve the subagent context problem. Use when a subagent lacks the context it needs and retrieval must be refined across passes.

  9.638 Superato npx skills add affaan-m/ecc --skill iterative-retrieval

• mcp-cli github/awesome-copilot

  Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP servers, list available MCP servers/tools, or call MCP tools from command line.

  9.637 Superato npx skills add github/awesome-copilot --skill mcp-cli

• mcp-builder mcp-use/mcp-use

  Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced features.

  9.617 Superato npx skills add mcp-use/mcp-use --skill mcp-builder

• stitch::generate-design google-labs-code/stitch-skills

  Generate new screens from text prompts or images, edit existing screens with prompts and design system tokens, and generate design variants using Stitch MCP. Includes prompt enhancement pipeline, design mappings, professional UI/UX terminology, design tokens and theme system capabilities.

  9.591 Superato npx skills add google-labs-code/stitch-skills --skill stitch::generate-design

• cost-aware-llm-pipeline affaan-m/ecc

  Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching. Use when LLM spend needs to come down, or when routing tasks across model tiers and budgets.

  9.506 Superato npx skills add affaan-m/ecc --skill cost-aware-llm-pipeline

• genshijin-crew interfacex-co-jp/genshijin

  原始人スタイル subagent への委譲判断ガイド。`genshijin-investigator` (コード位置特定)、 `genshijin-builder` (1-2ファイル編集)、`genshijin-reviewer` (diff レビュー) を inline作業 or vanilla `Explore` の代わりにスポーンするタイミングを示す。subagent 出力は原始人圧縮 → 主コンテキストに戻る tool-result が約60%縮小 → 長セッション持続。 Trigger: 「subagent 委譲」「genshijin-crew 使用」「investigator/builder/reviewer 起動」「コンテキスト節約」「圧縮 agent 出力」。

  9.494 Superato npx skills add interfacex-co-jp/genshijin --skill genshijin-crew

• parallel-feature-development wshobson/agents

  Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large feature into independent work streams, when two or more agents need to implement different layers of the same system simultaneously, when establishing file ownership to prevent merge conflicts in a shared codebase, when designing interface contracts so parallel implementers can build against each other's APIs before they are ready, or when deciding whether to use vertical slices versus horizontal layers for a full-stack feature.

  9.397 Superato npx skills add wshobson/agents --skill parallel-feature-development

• chatgpt-app-builder mcp-use/mcp-use

  Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced features.

  9.356 Superato npx skills add mcp-use/mcp-use --skill chatgpt-app-builder

• gemini-interactions-api google/skills

  Guides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform. Use when the user wants to use the stateful, server-managed Interactions API for multi-turn conversations, background execution, streaming, structured output, and function calling on the Agent Platform.

  9.354 Superato npx skills add google/skills --skill gemini-interactions-api

• task-coordination-strategies wshobson/agents

  Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.

  9.282 Superato npx skills add wshobson/agents --skill task-coordination-strategies

• regex-vs-llm-structured-text affaan-m/ecc

  Decision framework for parsing structured text (quizzes, forms, invoices, receipts, tables) with a hybrid regex-first pipeline — regex extraction handles 95%+ cheaply, a confidence scorer flags low-confidence items, and an LLM validator fixes only the edge cases. Use when choosing between regex and LLM for text extraction, building a cheap document parser, or optimizing extraction cost and accuracy.

  9.196 Superato npx skills add affaan-m/ecc --skill regex-vs-llm-structured-text

• continuous-agent-loop affaan-m/ecc

  Patterns for continuous autonomous agent loops with quality gates, evals, and recovery controls. Use when running an agent loop that must self-check, gate on evals, and recover from failures.

  9.165 Superato npx skills add affaan-m/ecc --skill continuous-agent-loop

• runpod-usage runpod/runpod-plugins-official

  How Runpod works and how to work it — pods vs serverless, GPU/VRAM selection, storage, building a container, networking, plus the agentic pod development loop (provision → ssh-exec → set up → poll readiness) and on-pod install hygiene (uv/apt). Use to answer "how does X work", "which GPU", "how do I build a container", or "how do I stand up a workload on a pod". Guidance, not a tool — execute with runpodctl, runpod-mcp, or flash.

  9.137 Superato npx skills add runpod/runpod-plugins-official --skill runpod-usage

• runpod-mcp runpod/runpod-plugins-official

  Manage Runpod infrastructure — pods, serverless endpoints, jobs, templates, network volumes, container-registry auth, GPU/CPU catalog, and billing — via the Runpod MCP server's structured tool calls. Use when the Runpod MCP tools (create-pod, list-endpoints, …) are connected in this session, or to connect them (hosted OAuth or local npx). Prefer this over runpodctl for plain infra CRUD when MCP is available; use runpodctl for the terminal, file transfer, or SSH setup.

  9.113 Superato npx skills add runpod/runpod-plugins-official --skill runpod-mcp

• agents elevenlabs/skills

  Build voice AI agents with ElevenLabs. Use when creating voice assistants, customer service bots, interactive voice characters, or any real-time voice conversation experience, and when configuring an agent's tools, workflows, or procedures, including creating, editing, compiling, and publishing procedure drafts on an agent branch over the SDKs or REST API.

  9.108 Superato npx skills add elevenlabs/skills --skill agents

• context-budget affaan-m/ecc

  Audits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized token-savings recommendations. Use when the context window is filling up too fast and the agents, skills, MCP servers, or rules consuming it need to be identified.

  9.105 Superato npx skills add affaan-m/ecc --skill context-budget

• blueprint affaan-m/ecc

  Turn a one-line objective into a step-by-step construction plan for multi-session, multi-agent engineering projects: one-PR-sized steps with self-contained context briefs, dependency graph with parallel-step detection, adversarial review gate, and plan mutation protocol. Use when planning a large feature, refactor, or roadmap that spans multiple PRs or sessions; not for single-PR tasks or when the user says "just do it".

  8.982 Superato npx skills add affaan-m/ecc --skill blueprint

• foundation-models-on-device affaan-m/ecc

  Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+. Use when adding on-device LLM features with Apple FoundationModels on iOS 26+.

  8.977 Superato npx skills add affaan-m/ecc --skill foundation-models-on-device

• kling-cli klingai-tech/skills

  可灵 AI（Kling）官方 CLI 的使用技能：图片/视频生成、可复用 Element 主体、动作控制。CLI 通过 MCP 服务与可灵交互： 调用 text_to_image / image_to_image / text_to_video / image_to_video / motion_control（模型与参数规格由 who_am_i 动态声明）， 返回 generationId 后用 query_tasks 轮询，完成后提取 works[].url 展示给用户。命令无别名。 触发词：可灵、Kling、文生图、参考图生图、文生视频、图生视频、Omni、omni、MCP、generationId、generation_id、轮询、灵感值、 text_to_image、image_to_image、text_to_video、image_to_video、motion_control、motion_library_list、Element、element_create、element_list、element_get、element_update、element_delete、feedback、query_tasks、who_am_i、file_upload、 image generation、video generation、kling 命令、.credentials、 国内站、海外站、global、海外版、区域、region、安装、install。

  8.973 Superato npx skills add klingai-tech/skills --skill kling-cli

• bailian-managed-agent modelstudioai/cli

  阿里云百炼托管 Agent 声明式基础设施与 API 命令入口：用户要创建agent、初始化 agents.yaml、校验或预览配置变更、 创建/更新/销毁托管 Agent 或 Deployment、在 Workbench 编辑和调试目录项目、管理本地快照版本，或查询 Agent/Environment/Skill/Vault/Deployment、管理 Session/Event/File、运行/暂停 Deployment 时使用 `bl managed-agent`。持久资源仍以 agents.yaml 为唯一事实源做 IaC；公开 API 能力按资源透出 list/get/search/versions/download、数据面和运行时动作命令。apply / destroy 与破坏性 API 命令受统一高风险确认闸门保护； 务必先展示预览再让用户确认，禁止自动添加 `--yes`。 反触发：调用已上线的百炼应用/智能体走 bailian-app-call 或 `bl app`；宿主 agent 自身的记忆、技能、 子代理不走本 skill；生图生视频走 bailian-gen。 官方安装：`bl skill init`（与共享协议 bailian-protocol 同装）。

  8.835 Superato npx skills add modelstudioai/cli --skill bailian-managed-agent

• update-llms github/awesome-copilot

  Update the llms.txt file in the root folder to reflect changes in documentation or specifications following the llms.txt specification at https://llmstxt.org/

  8.828 Superato npx skills add github/awesome-copilot --skill update-llms

• mcp-server-patterns affaan-m/ecc

  Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API. Use when building or debugging an MCP server — tools, resources, prompts, validation, or transport choice.

  8.817 Superato npx skills add affaan-m/ecc --skill mcp-server-patterns

• enterprise-agent-ops affaan-m/ecc

  Operational controls for long-lived or cloud-hosted agent systems — runtime lifecycle (start, pause, stop, restart), observability (logs, metrics, traces), least-privilege safety scopes and kill switches, and rollout/rollback change management with audit logs and success/cost metrics. Use when running production agent fleets on PM2, systemd, or containers that need monitoring, incident response, or deployment gates.

  8.764 Superato npx skills add affaan-m/ecc --skill enterprise-agent-ops

• tldr-prompt github/awesome-copilot

  Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.

  8.762 Superato npx skills add github/awesome-copilot --skill tldr-prompt

• swift-mcp-server-generator github/awesome-copilot

  Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

  8.760 Superato npx skills add github/awesome-copilot --skill swift-mcp-server-generator

• ralphinho-rfc-pipeline affaan-m/ecc

  Split an RFC into a multi-agent execution DAG — decompose into work units with dependencies and acceptance tests, run research, plan, implement, test, and review per unit, then merge through a queue with re-based branches and final system verification. Use when a feature is too large for a single agent pass, orchestrating RFC-driven multi-agent execution, or managing merge queues across agent-built units.

  8.720 Superato npx skills add affaan-m/ecc --skill ralphinho-rfc-pipeline

• agent-eval affaan-m/ecc

  Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics. Use when choosing between coding agents, or when a change to an agent setup needs measured pass rate, cost, and time rather than an impression.

  8.665 Superato npx skills add affaan-m/ecc --skill agent-eval

• typespec-create-agent github/awesome-copilot

  Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Microsoft 365 Copilot

  8.660 Superato npx skills add github/awesome-copilot --skill typespec-create-agent

Le descrizioni sono degli autori, in inglese. Leggi il codice di una skill nel suo repository prima di installarla.