Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Use when the task asks for a visually strong landing page, website, app, prototype, demo, or game UI. This skill enforces restrained composition, image-led hierarchy, cohesive content structure, and tasteful motion while avoiding generic cards, weak branding, and UI clutter
Guides seeding deterministic Fusion Framework module state in tests — mockFramework, mockAppModules, and module-owned enableXMock helpers (msal, service-discovery, context, bookmark, feature-flag, analytics, telemetry, http, app) — while keeping each module''s real configurator, provider, validation, and lifecycle. USE FOR: signing in a mock user, seeding context/bookmarks/feature-flags, faking HTTP/OpenAPI responses, choosing a mock boundary, adding a mock for a custom module. DO NOT USE FOR: configuring vitest.config.ts, rendering React components/hooks, or Vitest Browser Mode setup (use fusion-framework-testing); dev-server-time API mocking/proxying in dev-server.config.ts (use fusion-developer-app); backend/service-repo mocking.
General-purpose agent for researching complex questions and executing multi-step tasks. Versatile problem-solver that combines research capabilities, analytical thinking, and systematic task execution. Use for complex research projects, multi-step workflows, cross-domain analysis, and tasks requiring multiple tools and approaches.
Combine the output of atomic skills such as deep research, image search, and image processing to create general illustrated articles. The resulting article is an "intermediate" that can be further converted into formats for different platforms.
Read the approved PRD.md and generate the native sources for a third-party PAM control (the compiled `.ppmplugin` track) — iOS Obj-C `<Pascal>Module` plus optional system-frameworks podspec, Android Kotlin `<Pascal>Module` with build.gradle, AndroidManifest and ReactPackage, a dev-only private package.json (react + react-native devDeps for the builds), and the committed `./manifest.json` dispatch contract the PCF and build stage both read. No TypeScript INativeExtension layer — the contract is the manifest plus the native modules' dispatch surface. Emits the layout in shared/repo-layout.md and generates substantially complete native code (compiled later by /build-android-binary and /build-ios-binary, not here). Local only — writes files, runs no git and touches no remote or feed. PCF is generated by /generate-pcf-companion; the bundle is built by /generate-ppmplugin.
Generate the dispatcher PCF for a third-party `.ppmplugin` (wrap-runtime) control. Runs `pac pcf init` in the pcf/ subfolder, rewrites ControlManifest.Input.xml from ARCHITECTURE §6, and writes index.ts derived from ARCHITECTURE §4 (message contract), §8 (PCF surface), §9 (error UX) — no placeholders. The bridge dispatches the composite key `<name>/<receiver>` to `NativeModules.<nativeModule>.<method>` via the host-injected `window.PowerApps.NativeExtension.sendAsync` global (never `cordova.exec` — not in the PCF sandbox); also emits a `PowerAppsNativeExtension.d.ts` ambient declaration. Responses are peeled with `extractResponse`. Emits structured JSON debug/error logs. Validated by `npm run build`. **Local only** — does not deploy. Needs only `pac` CLI. Run after the native module exists. Uses npm (not pnpm).
Build and verify a third-party `.ppmplugin` end to end. This recommended entry point detects Android and iOS source, confirms target platforms, then invokes the manifest, platform build, assemble, and audit stages in order. Advanced users can invoke a stage directly for focused reruns or debugging. Produces a native-only bundle (`manifest.json` plus an Android DEX and/or iOS framework) and stops on any failed stage rather than emitting an unverified partial build. Run after the native module exists.
Validate, reconcile to the chosen target(s), and stage the `manifest.json` for a `.ppmplugin` bundle. In the normal flow the committed `./manifest.json` already exists (authored by /generate-native-extension), so this stage reads it, runs the plugin's upload-compatibility checks locally as a pre-flight gate (name regex, canonical prefix, known incompatible names, method and identifier shapes), reconciles `entrypoints` down to the platform(s) you ship, and writes the gitignored staged copy `ppmplugin/staging/manifest.json` that /assemble-ppmplugin zips. If no committed manifest exists (a hand-authored module) it falls back to deriving every field from the class name and Android module source, writing both the committed file and the staged copy. No toolchain — pure read, validate, write. Target-aware. Run after the native module exists, before the build skills.
Guide a person in cultivating creativity in their own work and life: open conversational sessions on creative blocks, habits, environment, motivation, and resilience, or structured development of a concrete project or fledgling idea through a five-phase practice. Do not use for therapy or clinical support, general life coaching, product or stakeholder discovery, or as a study guide for a book.
Discovers, retrieves, ranks, and summarizes real existing research papers on any topic. Searches arXiv, Google Scholar, PubMed, Semantic Scholar, and reputable open repositories; returns a curated reading list with verified DOIs, key findings, and citation-ready metadata. Activates on slash commands (`/get-research-paper`, `/find-paper`, `/fetch-paper`, `/papers-on`, `/scholar`) and natural-language requests like "get research paper on …", "find papers about …", "what are the top papers on …". Hands off cleanly to the `research-paper` skill for paper writing. Runtime-neutral — works with Claude Code, OpenCode, Cursor, Cline, Codex, Aider, Amp, and 50+ agents.
Complete git workflow patterns including GitHub Flow branching, atomic commits with interactive staging, merge and rebase strategies, and recovery operations using reflog. Essential patterns for clean history. Use when managing branches, defining branching strategy, or recovering git history.
Handle GitCode PR workflow for OpenHarmony - commit changes, push to fork remote, create issue, create PR from fork to upstream using repo's .gitee/PULL_REQUEST_TEMPLATE.zh-CN.md with issue linking via #number. Use when user wants to submit/create PR or commit changes. Auto-checks if PR exists and only pushes when PR already exists.
Complete catalog of 4,600+ GitHub Actions with stars, descriptions, topics, language, and latest versions — updated weekly from the Marketplace. Query the latest release of any action, upgrade your CI/CD workflows, batch-check versions, or find the right action by keyword, topic, or language. Replaces browsing the Marketplace with an instant, searchable dataset.
Embed screenshots, images, diagrams, GIFs, and screen recordings in GitHub PRs and issues — or stage them ahead of a PR, collect them into one attachments comment, or get a durable public link to share a visual with a person. Use this whenever a visual needs to end up in a PR description, issue body, or PR/issue comment, in front of a teammate, or saved for a PR that doesn't exist yet. Triggers include "attach a screenshot to the PR", "add a before/after to the issue", "include a screenshot of …", "share a GIF of the flow", "record the bug and put it in the issue", "get me a link I can paste in Slack", "share a live feed of this PR's screenshots", "create a change feed", "stage screenshots for the PR", "attach this when I open the PR", "save this for the PR", "collect the PR's media", or having just captured or changed something visual that a shot would make clearer — even mid-task, before a PR exists. Also applies when an agent has no local filesystem and is uploading via the hosted MCP (agents.uploads.sh). Reach for this instead of drag-and-drop or hand-rolling cloud-storage uploads. GitHub CLI 2.99+ can attach a single image to an existing PR or issue with `gh … --attach`, and `gh issue artifact create --attach` can hold GitHub-only media on an issue plan; this skill says when that is enough and when it is not. Capture the visual with whatever browser or screenshot tooling you have; this skill covers hosting and embedding it
Bidirectional sync between BMAD planning artifacts and GitHub Projects v2. Use this skill whenever the user says "sync to github", "push stories", "pull status from github", "set up github project", "github sync", "onboard github project", "create github issues from stories", "update stories from github", "sync status", or wants to manage BMAD artifacts in GitHub Projects. Also trigger when user mentions "gh project", "github board", "sprint board", "project roadmap", "relationship field", "blocked by", or "parent issue" in the context of BMAD artifacts. Trigger on implicit cues like "I want to track stories in github", "let's set up a project board", "what's out of sync", "push the sprint to github".
Build GraphQL servers in Go with gqlgen: schema-first generation, resolver structure, the N+1 problem and dataloaders, complexity and depth limits, error presentation, field-level authorization, and testing resolvers. Use when implementing or reviewing a GraphQL API, when a query fans out into hundreds of database calls, or when deciding what a resolver may expose. Trigger examples: "GraphQL", "gqlgen", "resolver", "N+1 queries", "dataloader", "query complexity limit", "GraphQL schema". Not for: REST and OpenAPI (go-openapi), gRPC (go-grpc), general HTTP middleware and shutdown (go-api-design).
Comprehensive Go/Golang development best practices covering project structure, error handling, concurrency, testing, performance optimization, and code quality. Use this skill when writing Go code, refactoring Go projects, setting up new Go applications, implementing Go patterns, optimizing Go performance, or reviewing Go codebases. Triggers include Go file extensions (.go), mentions of goroutines/channels, Go modules, or requests for Go-specific guidance.
Harness Engineering phase 1: scan an existing project and generate AGENTS.md (a directory file) and a complete docs/ knowledge base structure. Use this skill immediately when the user wants to add agent support to a project, help AI understand my project better, start harness engineering, create AGENTS.md, set up an agent documentation structure, or make Claude Code work better. Also applies when the user says help me organize the project docs for agent use, I want to start developing with AI agents, sort out what business problems this project solves, or asks to create business-solution.md.
P1 phase skill for Headless Ghidra baseline and runtime evidence. Use after P0 when the target must be imported into Ghidra, auto-analyzed, exported to baseline YAML, and given reproducible runtime or hotpath observations without decompiling function bodies.
Comprehensive Hong Kong stock analysis covering H-shares, Red Chips, local HK stocks, AH premium analysis, Stock Connect flows, and HK market characteristics (T+0, no price limits, short selling). Use when user asks about 港股分析, Hong Kong listed stocks, H shares, or needs analysis considering HK market features.
HODLMM volatility risk monitor — reads Bitflow HODLMM pool state, computes current-state volatility proxy from bin distribution, scores regime (calm/elevated/crisis), and emits position-sizing or liquidity-pull signals for LP agents. Read-only; no wallet required.
Home Assistant YAML configuration and automation. The most common skill for general HA questions. Covers automations, blueprints, scripts, scenes, template sensors, Lovelace dashboards, Mushroom cards, packages, helpers, presence detection, voice Assist, calendar automation, Jinja2 templates, notification patterns, energy monitoring, Matter devices, automation debugging and traces, dashboard sections view, and trigger-based template entities.
Lightning.skill: speed up a website or app the way Anthropic made claude.ai 3x faster in two weeks. Define "open to usable", measure a baseline, find countable metrics and prove they tie back to felt experience, optimize step by step, and use a ratchet to lock in that things can only get better. Use when someone says the site is too slow, speed it up, performance optimization, first screen, instant load.
Analyze the migrability of C/C++/ASM/Fortran/Go/Java/Python/Scala source code to Kunpeng (ARM64) platform using Huawei DevKit CLI tool. Connect to the source server via SSH, install DevKit, scan source code, and generate a migration assessment report. If the user does not have a remote server, this skill can automatically provision a Kunpeng ECS instance on Huawei Cloud (Guiyang Region 1) using hcloud CLI. Use this skill when the user wants to: (1) assess source code portability/migrability to Kunpeng ARM platform, (2) scan C/C++/ASM/Fortran/Go/Java/Python/Scala code for migration issues, (3) generate a Kunpeng migration report for their software project, (4) check source code compatibility with ARM64/Kunpeng architecture, (5) provision a Kunpeng server on Huawei Cloud for migration assessment. Trigger: user mentions "鲲鹏移植", "鲲鹏迁移", "Kunpeng migration", "Kunpeng porting", "源码迁移", "源码移植", "ARM64迁移", "ARM移植评估", "DevKit", "可迁移性分析", "migrability", "porting assessment", "migration report", "鲲鹏评估", "购买鲲鹏服务器", "鲲鹏云服务器", "Kunpeng ECS"
Apply 人类最强编导的自媒体方法论、短视频脑反应理论 and the user's established plain-spoken Chinese voice to user psychology, account positioning, IP diagnosis, series planning, topic selection, audience-set analysis, content retention, short-video scripting, script review, shooting direction, content optimization, data diagnosis, monetization, course design, and creator coaching. Use for 抖音、小红书、视频号、B站等自媒体任务，尤其是分析用户为何停留、继续观看、记忆、关注、信任和付费，起号、陪跑客户、企业家IP、设计内容系列、寻找爆款选题、用脑科学与人性心理改造内容、判断两个元素能否组合、写或修改口播/Vlog/短片脚本、把方法论改写成用户本人的语言、审核外包编导稿件、复盘数据、课程研发和制定变现节奏。
This skill should be used when the user wants to view contents of HWP/HWPX files (Korean word processor documents), mentions ".hwp" or ".hwpx" file paths, asks to "read hwp", "read hwpx", "open hwp", "open hwpx", or needs to extract text from Korean word processor documents.
Research a company or idea, define the Ideal Customer Profile, and route to the right next step — either mapping the TAM or finding leads/prospects directly. The entry point for any "find me leads", "map my market", or "who should I sell to" request. Auto-loads when a user provides a company URL or idea and asks for leads or market mapping.
Generate images via the Stable Diffusion WebUI / Forge HTTP API (AUTOMATIC1111-compatible `/sdapi/v1/*`). Use when the user wants to (1) discover or pick a model / extra module (TE/VAE) / sampler / scheduler / style preset from a running sd-webui server, (2) generate an image with a given prompt (txt2img), (3) check generation progress, (4) cancel/interrupt an in-flight generation, (5) inspect or change a global sd-webui option (e.g. active checkpoint), or (6) test connectivity. This skill talks to a *generic* sd-webui-compatible server (AUTOMATIC1111, Forge, reForge, sd-webui-forge-classic). Do NOT trigger for requests that are purely writing the prompt itself.
Use when you want AI-powered suggestions for SDK naming improvements via the `speakeasy suggest` command (not manual overlay creation). Triggers on "suggest improvements", "speakeasy suggest", "AI suggestions", "suggest operation-ids", "suggest error-types", "auto-improve naming", "get AI recommendations".
Qualifies inbound leads against full ICP criteria — company size, industry, use case fit, role/seniority of the person. Checks CRM and existing customer base for duplicates and existing relationships. Outputs a scored CSV with qualification status, reasoning, and pipeline overlap flags. Tool-agnostic — works with any CRM, enrichment tool, or data source.
Adapt the workflow scaffold to a new repository or add only missing substrate blocks to an existing install. Every install, hook, and overwrite needs explicit consent. Triggers: "init-workspace", "set up agentic workflow", "upgrade workflow scaffold".
Use this skill to install, uninstall, list, inspect, and reset Android apps via `adb install` (with `-r` reinstall, `-d` allow-downgrade, `-t` allow test packages, `-g` grant all runtime permissions, `--user` per-user install, `adb install-multiple` for split APKs) and the on-device `pm` tool (`pm list packages [-f|-d|-e|-s|-3|-i|-u]`, `pm path`, `pm clear`, `pm grant` / `pm revoke`, `pm enable` / `pm disable`, `pm uninstall [-k]`, `cmd package dump-profiles`). Calls out the canonical hermetic-reset pattern (`pm clear` wipes data; `am force-stop` does NOT) and the common install errors (`INSTALL_FAILED_USER_RESTRICTED`, `INSTALL_FAILED_VERSION_DOWNGRADE`, signing-conflict). Use when the user mentions "reset app between tests", `pm clear`, `am force-stop` confusion, install fails after debugger, split APK install, runtime permission grants, multi-user profile installs, or "how do I list third-party apps".
Apply interaction design (IxD) principles and frameworks to product and service design work. Use this skill when designing or evaluating interaction flows, micro-interactions, feedback mechanisms, affordances, mental models, component states, response time, animation and transitions, error recovery, input validation, task flows, or navigation patterns. Core audiences: product designers, UX designers, UI designers, service designers, and interaction designers working on digital products and services. Trigger on: interaction flow, micro-interaction, affordance, feedback design, state design (hover/focus/error/loading/empty), response time, transition, animation, mental model, task flow, user flow, navigation design, interaction spec, handoff annotation, gesture, input validation, error state, loading state, empty state, system feedback, signifier, design review, interaction audit, IxD principles.
Review Java code for bugs, duplicate code, correctness risks, maintainability improvements, and missing tests. By default review files modified in git; when the user explicitly names files, classes, packages, or a diff, review that scope instead. Generate a detailed review.md report with actionable comments and fixes.
Provides comprehensive guidance for Jest testing framework including test writing, matchers, async testing, mocking, snapshots, configuration, and CLI. Use when the user asks about Jest, needs to write JavaScript/TypeScript tests, mock dependencies, or configure Jest for projects.
Kuaishou content search tool. Enter a keyword to find trending Kuaishou posts (broad index), with multi-dimensional filtering by sort order; titles, authors, play counts, likes, comments and favorites are all visible at a glance, and a link click opens the detail page. Video details and captions can also be extracted. Use when the user needs to search Kuaishou posts, find trending Kuaishou content, or look up Kuaishou post data. Trigger words: Kuaishou search, Kuaishou posts, Kuaishou trending, Kuaishou video lookup, search Kuaishou.
Use when setting up or configuring Laravel Boost for AI-assisted development — package installation, MCP server configuration, guideline customization, skill authoring, documentation API integration. Trigger conditions: install Laravel Boost, configure MCP for IDE, create custom AI guidelines, write project-specific skills, verify MCP tool connectivity, update Boost after dependency changes, extend Boost for custom agents.
Use for lateral thinking, or when ideas feel stuck or incremental: "we've tried everything", "need a surprising angle", "break the pattern", "give me a wild idea that could work". Uses provocations and reframes. Skip for rule lookups or strict logical proofs.
Use when the user wants to find buyers, warm or hot leads, or in-market accounts; asks about buying signals, intent signals or trigger events; wants to know who is complaining about a problem, engaging with a post, hiring for a role, changing jobs, raising money or adopting a tool; or wants to monitor a topic, a competitor or a list of accounts for people ready to buy.
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.