Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Reverse engineer web APIs by capturing browser traffic (HAR files) and generating production-ready Python API clients. Use when the user wants to create an API client for a website, automate web interactions, or understand undocumented APIs. Activate for tasks mentioning “reverse engineer”, “API client”, “HAR file”, “capture traffic”, or “automate website”.
Use when building or maintaining a Runway Characters integration, including avatar discovery or management, realtime Sessions, knowledge, and the call interface. Follow current Characters and SDK docs. Do not use for generating avatar videos from text or audio
Download academic paper PDFs. Supports 8 data sources: Elsevier, Springer Nature, IEEE Xplore, arXiv, Unpaywall, Semantic Scholar, PubMed Central, and CNKI. Automatically routes to the corresponding data source based on the DOI prefix; for unknown DOIs it tries Unpaywall → Semantic Scholar.
Structural pytest: prediction count must match the predict-grid row count. TRIGGER when an approved experiment needs its smoke test, `pytest tests/smoke/` fails on row count, the user asks why the smoke test is failing, a pipeline edit needs proof, or the experiment script changes pipeline shape. STOP when `status.setup.pending` is non-empty (load `setup-ml-project`), or when there is no approved design or no matching experiment script: explain and send the user to setup or stay in `build-ml-pipeline`. A declined git is not asked again. "Why is smoke failing?" stays here. This action does not cover regression tests or CV interpretation. Do not write `skore.evaluate`. HOW TO USE: `status`, read the journal and experiment, write `tests/smoke/test_NN_*.py`, then `python -m skore_skills smoke run --stem <stem>`. Red JSON means fix the pipeline in `build-ml-pipeline`. Do not loosen the assertion.
Create runbooks, playbooks, and technical documentation for engineering teams. Use when the user wants to document a process, create a runbook, build operational docs, or formalize any repeatable technical procedure. Triggers on requests like "create a runbook for...", "document this process", "write a playbook", or any technical documentation request
Answer cited questions about Splunk Cloud Monitoring Console, Splunk Enterprise Monitoring Console, splunkd health reports, health dashboards, health.log, and health endpoints; collect and normalize health evidence; guide privacy-aware diag and RapidDiag collection; and interpret supplied health signals into bounded hypotheses and support handoffs. Use for Splunk Cloud Platform or Splunk Enterprise deployment-health signals and diagnostic artifacts, not broad incident root-cause analysis, HEC-specific troubleshooting, general SPL execution, cluster remediation, uploads, tickets, or environment changes.
Use this skill to fix unstable Jetpack Compose types once a stability diagnosis has identified them. Covers the three-tier strategy — make the type truly stable with val plus immutable fields, mark with @Immutable or @Stable when the source is owned, and use stabilityConfigurationFiles for third-party or Java types. Explains the compiler-level difference between @Immutable and @Stable (static expression promotion), kotlinx.collections.immutable for List/Set/Map parameters, and the StableHolder wrapper escape hatch. Use when the developer asks how to stabilize a User class, a List parameter, java.time.LocalDateTime, a Flow parameter, or when the compiler report shows unstable params and the developer wants the fix. The diagnostic step lives in a sibling skill.
Место роли и обмен делателей. Стояние: «встань на канал», «открой сокет», «меня не слышно», undelivered, hold the socket, «записи уходят без автора», «кадр срезан», перевзвод сторожа, «уйди с места», revoke. Обмен: «это не моя зона», «спроси у второго агента», ask another agent, «слово в дело», escalate to the owner, «кто этим владеет», «сведи их», «не пилите одно и то же». Обычно место берёт iskron_stand на старте двери; сюда — без тула, при отказе, починке, уходе, и за тем, кому и чем говорить: слово в деле, строка, вимарша. Нужны iskron_*.
Route the start of substantive work to the right execution path — a lightweight INTERNAL intake pass, not a user-facing command and not a universal constitution. Answers four questions fast: does a more specific skill own this, is specialized agent delegation warranted, what is the minimum context needed to avoid a blind edit, and does the work need DAG planning or can it proceed directly — then states the chosen path in one concise update. Invokes the matching skill instead of merely naming it, gathers only the minimum context (no full capability inventory unless asked), and hands real planning to `plan-to-task-list-with-dag` rather than becoming a planner itself. Use internally at task start when no more specific skill has already matched.
Sui TypeScript SDK for backend services and autonomous agents. Use when building a backend, agent, or service that interacts with Sui programmatically without CLI — keypair creation, faucet funding, client setup, transaction building and signing, package publishing from code, sponsored transactions, running transactions at scale with executors, cloud KMS signing (AWS/GCP), and multisig workflows. Also use when the user asks how to bootstrap a Sui agent, build a backend signer service, or run high-throughput transaction pipelines. For frontend dApp development with wallets, see the `frontend-apps` skill. For SDK selection (TS vs Rust vs community), see the `sui-sdks` skill. For PTB semantics and command reference, see the `ptbs` skill. For Move smart contract development, see the `sui-move` skill.
Full-stack React framework built on TanStack Router. Type-safe routing, server functions, SSR/streaming, middleware, and multi-platform deployment. Use when building full-stack React apps with SSR, server functions, middleware, or authentication. Use for createServerFn, createMiddleware, beforeLoad, API routes, Cloudflare Workers, Vercel, Netlify deployment.
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
State-transition screen-space surface effects for Three.js WebGPU/TSL. Use for persistent touch, frost, or thaw history; full-field or sparse accumulation; static crystalline fields; reduced-resolution blur; or history-gated normal refraction.
Scale procedural planetary bodies in Three.js r185 WebGPU/TSL. Use when global curvature needs a cube-sphere quadtree, a sustained ground view needs a tangent clipmap, an orbit-to-ground transition needs both, or a gas-giant cloud deck needs body-scale band fields.
Use when the user provides a short video platform URL or local video/audio file and wants subtitles/AI summary, or when the user asks to list their own AI Douyin historical tasks. Triggers on v.douyin.com, xhslink.com, bilibili.com, b23.tv, YouTube URLs, local .mp4/.mp3/.wav files, or task history requests
Wang Yangming’s thought framework and decision-making philosophy. Based on in-depth research across 30+ sources, including Instructions for Practical Living, Great Learning Explained, the Ming History biography of Wang Shouren, the complete works of Wang Yangming, Chen Lai’s Between Being and Nothingness, and Okada Takehiko’s The Great Biography of Wang Yangming. Distills 5 core thought models, 7 heuristics for navigating life, and a complete expression DNA. Use as a thinking advisor to analyze decision-making dilemmas, gaps between knowledge and action, ethical choices, and self-cultivation from Wang Yangming’s perspective. Use when the user mentions “from Wang Yangming’s perspective,” “what would Yangming think,” “Yangming mode,” or “wangyangming perspective.” Also applies to dilemmas about the unity of knowledge and action, judgments of innate knowing, practical decisions, self-cultivation, and overcoming adversity. It can also be triggered by questions such as “How do I achieve the unity of knowledge and action?”, “Should I listen to my heart?”, “extend innate knowing,” or “temper oneself through affairs.” Do not trigger for general questions like “Is this decision sound?” or “Help me think this through.” Activate only when core Yangming methods such as the unity of knowledge and action, the mind is principle, extending innate knowing, or tempering oneself through affairs are involved.
Expert guidance for whatsapp-web.js, a Puppeteer-based library providing a high-level API to interact with WhatsApp Web. Use when building WhatsApp bots, automating WhatsApp messaging, integrating WhatsApp into apps, or working with WhatsApp Web automation, message handling, media sending, group management, or channel operations.
Configure and verify a Windows 11 PC for macOS-like Logitech keyboard shortcuts, virtual-desktop switching, cross-monitor window movement, and natural scrolling. Use for reproducing or repairing this specific setup without stacking conflicting remappers.
Scaffolds a story the writer already wants to tell, deriving structure, wound, theme, and prose from their own notes across seven narrative layers, short story to series. USE WHEN write story, fiction, novel, chapter, story bible, character arc, plot outline, creative writing, worldbuilding, draft story, help me write my story, develop my novel, layer my story, build out my book, I have notes for a story. NOT FOR narrative summaries of real content, or voice audits and AI-pattern cleanup (Writing).
Gates whether a new test should exist and forces it to be efficient, protecting CI from low-value test bloat. Use before any change to what a pytest, Jest, or Playwright test asserts or sets up, down to one fixture or one assertion added to an existing block. Front-loads the value bar (every test must catch a realistic regression no existing test already catches; extend the nearest existing test before writing a new standalone one; test behavior through the public interface, not implementation details; collapse near-duplicates into parameterized cases) and the efficiency bar (deterministic, isolated, fast; pick the cheapest test level; Django TestCase over TransactionTestCase; no sleeps, no real network; no time bombs from absolute dates left to age against the real clock; no database a test never uses). Includes a "don't write it" decision tree. For fixing an existing flaky test use `/fixing-flaky-tests`; after this gate says a Playwright test is warranted, use `/playwright-test` for mechanics.
Xiaohongshu note creation and operations methodology (includes a pre-publication compliance checker). Use to: (1) write notes according to the platform’s dual-engine logic (search + recommendations), including titles, covers, body structure, and tags; (2) run a pre-publication check with the included zero-dependency script (absolute claims, medical assertions, and traffic-driving signals); (3) diagnose note data to identify problem areas. Xiaohongshu (RED) note-writing methodology with a zero-dependency pre-publish compliance checker: dual-engine content strategy, data diagnostics, and guardrails.
Yuandian legal search and curated reports. Use when querying Chinese laws and regulations, cases, or finding authorities related to case issues. Prefer calling the available Yuandian MCP directly; use the API when MCP is unavailable. Provides lightweight issue understanding, filters out unsuitable candidates, and generates traceable reports as needed. Do not use as a substitute for full evidence review, litigation strategy, or formal legal advice.
Zustand v5 state management for React. Covers TypeScript stores with double-parentheses syntax, persist middleware with hydration handling, devtools, subscribeWithSelector, slices pattern for large apps, SSR/Next.js provider pattern, immer middleware, auto-generating selectors, testing, and vanilla stores. Use when setting up global state, configuring persist middleware, implementing slices pattern, migrating from Redux or Context, testing stores, or troubleshooting hydration and TypeScript issues.
Unified entry point for AI-agent work on AWS: evaluate and pick a runtime, generate a full migration plan (for existing workloads), and build an executable POC—all in one flow. Triggers on: which runtime for my agent, AgentCore vs ECS vs EKS vs Lambda, AgentCore vs Lambda MicroVMs, deploy an AI agent on AWS, agent architecture on AWS, I have an agent idea what do I build, move my agents to AWS, migrate my agents to AWS with a plan, agent migration plan, add AgentCore services, add memory/gateway/identity/policy to my agent, enable AgentCore Memory, add observability to my agent, I'm already on AWS and want to add agent capabilities, migrate Temporal workers to AWS, Temporal to AWS, run Temporal on AWS, Temporal workers on AWS, we use Temporal and want to move to AWS, our service is orchestrated by Temporal, what do I build on AWS for my Temporal workers, move a Temporal-based service to AWS, Temporal Cloud or self-hosted on AWS. Runs a phased flow: Intake (entry point + technical background), Discover (lightweight code detection), Clarify (adaptive questions), deterministic scoring, Design (runtime + deployment model + services + model), Estimate (coarse cost), Generate (layered recommendation doc + scaffolding), then optional gated stages: Migration Plan (full plan generated in-skill by reusing this plugin's gcp-to-aws engine, with the advisor's decisions carried over) and POC (deployment plan + deployable proof-of-concept on the recommended runtime—AgentCore, ECS, EKS, or Lambda; generated deliverables by default, or assisted build in your account on explicit opt-in). Systems with several workloads (interacting or independent agents, batch jobs, services) are decomposed into workload units, each getting its own verdict with a consolidation option. An add-capabilities branch (for teams already running agents on AWS) recommends which AgentCore services to enable on any runtime—no runtime scoring. Temporal systems dissolve into the same unit flow—worker polling tiers and Activity execution classes become units (rules in the Temporal decision reference); Workflow orchestration code is never rewritten—never a Step Functions translation. Requires at least one agentic component: a purely non-agent system (only plain services / batch jobs / HTTP endpoints, or a Temporal worker whose Activities are all non-agent) is out of scope—Clarify halts it (scope gate) and points to gcp-to-aws / heroku-to-aws / llm-to-bedrock. Not for: pure compute/data migration with no AI agent; pure LLM SDK rewrite without agent architecture (use llm-to-bedrock); or detailed per-model pricing.
Assess agentic AI applications against the OWASP Top 10 for Agentic Applications 2026. Use when reviewing autonomous AI agents, multi-agent systems, or agentic workflows for security risks including goal hijacking, tool misuse, privilege abuse, and rogue agent behavior.
Manage the full lifecycle of Alibaba Cloud E-MapReduce (EMR) ECS clusters—creation, scaling, renewal, and status queries. Use this Skill when users want to set up big data clusters, view cluster status, add nodes, release nodes, configure auto-scaling, check cluster and node states, or diagnose creation failures. Also applicable for scenarios like "create a Hadoop cluster", "data lake cluster", "running out of resources", "check my cluster", "renew", etc. NOTE: This Skill does NOT support cluster deletion, release, or termination under any circumstances. Any request to delete or terminate a cluster will be refused and redirected to the EMR console.
Alibaba Cloud APIG Migration Skill. Migrate Kubernetes nginx Ingress resources to Alibaba Cloud API Gateway (APIG, ingressClass: apig). Users provide Ingress YAML (paste, file, or directory) — no cluster access required for analysis. Covers annotation compatibility classification, Higress native mapping, built-in plugin selection, custom WasmPlugin development, migrated Ingress YAML generation, and migration report with deployment guide. Triggers: "nginx ingress migration", "APIG compatibility", "gateway migration", "ingress-nginx to APIG", "nginx迁移", "网关迁移", "Ingress兼容性分析", "APIG迁移", "迁移评估", "annotation兼容性", "WasmPlugin开发".
Alibaba Cloud PTS (Performance Testing Service) scenario-based skill for creating and managing stress testing scenarios. Supports both PTS native HTTP/HTTPS stress testing and JMeter-based stress testing. Triggers: "PTS", "压测", "性能测试", "stress testing", "performance testing", "JMeter", "load testing", "创建压测场景"
Alibaba Cloud IMS (Intelligent Media Services) based video translation Skill. Supports subtitle extraction (ASR/OCR), translation, and speech synthesis translation modes. Trigger words: "视频翻译", "translate video", "翻译视频", "字幕翻译", "video translation"
Design and build an Antithesis workload for a specific feature: analyze the feature, discover its testable properties, build a self-driving workload that runs locally and in Antithesis, and iterate until the feature's behaviors are exercised and its invariants are checked.
Use this skill any time the user wants to build a website or landing page. This includes: product pages, portfolio sites, event pages, coming soon pages, pricing pages, company intro sites, personal blogs, signup pages, app download pages, and campaign pages. Also trigger when: user says 做个网站, 建个落地页, 做个产品页, 做个活动页, 做个个人主页. If a website or web page needs to be created, use this skill.
Use when a Bagisto change is about to be called done, or when asked to run the verification gates — code style, tests, end-to-end tests and translation completeness. Trigger phrases include "verify", "is this done", "run the gates", "pint", "pest", "playwright", "translations check", "ready to commit".
Use when creating or changing a Bagisto storefront theme — a theme package, shop layouts, Blade component overrides, or the Vite asset pipeline for the customer-facing side. Trigger phrases include "shop theme", "storefront theme", "shop layout", "theme package", "vite", "tailwind", "publish views", "custom layout".
Applies behavior-driven development principles including Gherkin scenarios and test-driven development. This skill should be used when the user asks to implement features, fix bugs, or when writing executable specifications and tests before writing production code.
Guides the agent through enabling R8 in a Capacitor Android app so that it meets the Google Play DEX code optimization requirement (at least 25% obfuscation, optimization and shrinking from February 2027 for apps with more than 10 MB of DEX code). Covers `minifyEnabled true` with `proguard-android-optimize.txt` in `android/app/build.gradle`, the `-keep @interface com.getcapacitor.** { *; }` rule that prevents the startup crash in R8 full mode, per-plugin keep rules, resolving R8 'Missing class' build errors via `missing_rules.txt`, building a signed release APK with the debug keystore, and verifying with logcat, `mapping.txt` and the `r8.json` file inside the app bundle. Use when Play Console reports a DEX code optimization finding, when a Capacitor app crashes on startup after enabling `minifyEnabled`, or when R8 fails the release build. Do not use for iOS, resource shrinking, Capacitor plugin projects, Capacitor version upgrades, or non-Capacitor mobile frameworks.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.