Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
All
Use when generating talking, singing, or presentation videos from a single character image and audio with Alibaba Cloud Model Studio digital-human model `wan2.2-s2v`. Use when creating narrated avatar videos, singing portraits, or broadcast-style talking-head clips.
Comprehensive survey and instrument design assistant supporting questionnaire construction, Likert scale design, question types (open/closed/matrix), response bias mitigation, sampling strategies (probability/non-probability), pilot testing, instrument validation (Cronbach's alpha, factor analysis), online survey tools (Qualtrics, REDCap, Google Forms), interview protocol development, focus group facilitation, mixed-mode surveys, and cultural adaptation of instruments. Use when designing a survey or questionnaire, building Likert scales, planning a sampling strategy, pilot testing, validating an instrument (Cronbach's alpha, factor analysis), developing an interview protocol, improving response rates, or working in Qualtrics or REDCap. For analyzing interview/focus-group data use alterlab-qualitative-methods; for qual+quant integration alterlab-mixed-methods; for test selection/power analysis alterlab-statistical-analysis; for IRB/consent alterlab-research-ethics. Part of the AlterLab Academic Skills suite.
Supervises theses and dissertations end to end — structure guidance from proposal through defense, chapter-by-chapter writing support (introduction, literature review, methodology, results, discussion), supervision strategies, committee management, defense and viva voce preparation, timeline planning, feedback integration, examiner-expectation guidance, and formatting (APA 7, Chicago, university styles). Use when the request mentions thesis, dissertation, supervision, defense preparation, viva, proposal defense, thesis structure, thesis chapter, literature review chapter, methodology chapter, results chapter, discussion chapter, thesis timeline, committee, thesis formatting, or dissertation proposal. Part of the AlterLab Academic Skills suite.
Discover, pay for, and run any Apify Actor by paying USDC on Base over the x402 protocol with a Coinbase Agentic Wallet (awal) — no Apify account or API key. You buy one small, spend-capped prepaid Apify token, then run as many Actors as the request needs with it. Use when the user wants to use Apify tools without signing up, pay per use with crypto / USDC, set up an agentic wallet, mentions "x402", "awal", "agentic wallet", "Coinbase wallet", "pay with USDC", "no API key", or asks to pull live web data (social media, search, maps, marketplaces, news) while paying on-chain per use.
arkcli authentication management: interactive login, Volc SSO login, status checks, logout, ARK API Key (apikey) generation, and noninteractive platform profile initialization with `arkcli init-volc` from VOLC_INIT_* environment variables on cloud development machines/CI. Since 0.1.16, SSO login automatically binds the Profile facet (type/region/project/owner_trn) through Gate 1+2; the AK/SK login channel is temporarily disabled. Use when users need to initialize credentials, troubleshoot authentication, switch authentication methods, generate or reselect an ARK API Key, or initialize noninteractively in an environment with injected credentials. Negative trigger: for questions about TTS/ASR/voice model capabilities, integration, or invocation, do not guide users to `auth apikey`; use models search for discovery. For Volcano Agent Plan personal/enterprise TTS, use arkcli-gen's +gen --modality audio; for native ASR, use the WS entry point of arkcli-understand.
Index skill for the Ascend Transformer Boost (ATB) core skill set. Consolidates 8 core skills: CANN installation and deployment, ATB test framework compilation, ATB→ACLNN operator replacement design document generation, and ATB→ACLNN operator migration, covering the full Ascend NPU development chain.
Assemble the final `.ppmplugin` binary bundle for a PAM native extension and verify its contents. First **reconciles** the manifest's declared `entrypoints` against the binaries actually staged — if the manifest declares a platform with no built binary it gates (build it / ship without it / stop) rather than shipping a broken bundle. Then re-runs the plugin's upload-compatibility checks on the reconciled manifest, zips the manifest plus whichever of `android/<PascalName>Plugin.dex` and `ios/<PascalName>Plugin.framework/` are present into `ppmplugin/<name>.ppmplugin`, and verifies the archive layout with `jar tf` (exactly the manifest + the shipped binaries — nothing missing, nothing extra). Output: a statically verified `.ppmplugin` file on disk. Prereqs: `jar` (JDK). Run after /generate-ppmplugin-manifest and the build skill(s).
Statically audit a built `.ppmplugin` before wrap testing. Checks archive layout, manifest compatibility, bundle consistency, Android DEX integrity and SDK leakage, iOS framework structure, native source-to-receiver alignment, and the PCF composite-key/sendAsync transport contract. Reports CRITICAL, WARNING, and INFO findings with fixes routed to the owning stage; never modifies the archive. Requires `jar`; `dexdump` or `strings` improves DEX inspection. Run after /assemble-ppmplugin or standalone on an existing bundle.
Build ISML templates with isprint, isset, isloop, isdecorate, isinclude tags, and ${...} expression syntax. Use this skill whenever the user needs to write or debug storefront templates, create decorator layouts with isreplace, build reusable template modules, control HTML encoding in output, or use ISML expression language for dynamic content. Also use when fixing template rendering issues -- even if they just say 'loop through products in the template' or 'my HTML is getting escaped'.
Define custom attributes, custom object types, and site preferences for B2C Commerce using metadata XML. Use this skill whenever the user needs to add a field to products, orders, or customers, create a new custom object type, set up site preferences, or extend the B2C data model. Also use when they ask about system-objecttype-extensions.xml, custom-objecttype-definitions.xml, attribute groups in Business Manager, or data model definitions — even if they just say "add a field to products" or "I need a new object type".
Manage the order lifecycle in B2C Commerce including order creation, status transitions, failure handling, and checkout completion. Use this skill whenever the user needs to create an order from a basket, transition order status, handle failed or cancelled orders, implement payment authorization in checkout, or understand async order processing — even if they just say "my order is stuck" or "finish the checkout flow".
Scores a draft against the measurable patterns of recent award-winning and top-cited papers at a target venue, producing a shareable venue-fit scorecard. Use when a researcher asks "score my paper", "how does my paper compare to best papers at SIGSPATIAL/NeurIPS/...", "is my paper good enough for this venue", "benchmark my draft against award winners", "rate my paper out of 10", or wants a readiness scorecard before submitting. Builds an exemplar corpus via study-exemplars, extracts comparable structural and rhetorical features from the draft, and reports a per-dimension scorecard plus an overall venue-fit index — explicitly a conformance measure (does the draft match the form of strong work at this venue), never a prediction of acceptance, award, or scientific quality. Trigger words - score my paper, rate my paper, benchmark, scorecard, compare to best papers, award winners, venue fit, am I ready to submit.
Use when profiling Bevy 0.20 with `DiagnosticPath`, `DiagnosticsStore`, `info_span!`, `RenderDiagnosticsPlugin`, or the `RenderDebugOverlay`: custom metrics, CPU/GPU pass timings, queue/task/upload telemetry, stale-result counts, and native, Steam Deck, or WebGPU budgets
Use when building Bevy 0.20 input with `InputSystems`, entity-based `Gamepad`/`GamepadSettings`, `AccumulatedMouseMotion`, or `CursorOptions`: rebindable actions, hot-plugging, deadzones, Steam Deck, accessibility controllers, and correct transfer into `FixedUpdate`
Create, diagnose, bake, and validate deterministic Blender physics simulations including fluid, smoke, fire, rigid bodies, cloth, soft bodies, particles, and hair. Use when a request involves physical dynamics, collision, cache baking, fluid or volume output, simulation handoff, or rendering a simulation.
Emits a dev-tool-agnostic handoff manifest from ready-for-dev stories so an external dev plugin or runner can pick up and execute the work. Use when the user says "generate a handoff", "create handoff manifest", "export stories for dev", "hand off to dev tool", "produce handoff manifest", "ready to hand off", "prepare handoff for external tool", "export ready-for-dev stories", or "create the handoff package". Also trigger when the user asks "what stories are ready for dev?" and wants an exportable artifact rather than a status report. Produces: handoff-manifest.json listing all ready-for-dev stories with id, story file path, status, owned file/module scope, wave/parallel_set, dependencies, acceptance-criteria summary, locked-sections note, and a schemaVersion field. See REFERENCE.md (bundled) for the full manifest schema and adapter notes for git-worktree parallel development and autonomous dependency-graph orchestrators.
Forensic case investigation with evidence-graded findings, calibrated to the input. Use when the user asks to investigate a bug, trace what caused an incident, walk through unfamiliar code, or build a mental model of a code area before working on it.
Creates a 3D exploded-view animation for a reel. A phone floats against a dark studio backdrop, comes apart layer by layer (glass, screen, frame, board and battery, back), and each part gets a thin leader line and a label. Use when the user runs /breakdown or asks for an exploded view, a “what's inside” teardown, or a labeled 3D breakdown of a device.
Capture a full DevTools-protocol trace of any browser automation — CDP firehose, screenshots, and DOM dumps — then bisect the stream into per-page searchable buckets. Use when the user wants to debug a failed run, audit network/console/DOM activity, attach a trace to an in-progress session, or feed structured per-page summaries back into an agent loop so its next iteration learns from the last one.
Build source-backed dashboards for monitoring performance, exploring drivers, or acting on product and business metrics. Use when the task needs a dashboard, scorecard, or monitoring view with clear metrics, filters, source definitions, and QA.
Use when the user asks to "create an agent", "create a new agent", "set up an agent", "walk me through creating an agent", "connect my agent", "create a main agent", "set up a main agent", "add my main agent to Cekura", "configure my main agent", "connect my main agent", "import my agent from another platform", "create an agent from an exported config", "set up mock tools", "add tools to my agent", "upload knowledge base", "configure integration", "connect VAPI", "connect Retell", "connect LiveKit", "connect ElevenLabs", "add dynamic variables", or needs to connect a voice AI agent to the Cekura platform for testing or observability. Covers the full agent setup flow: project selection, provider selection, basics and connection type, description, main agent creation, mock tools, knowledge base, dynamic variables, and advanced configuration.
Use when the user says "get started with Cekura", "set up Cekura", "onboard to Cekura", "I'm new to Cekura", "help me set up my agent", "how do I use Cekura", "walk me through Cekura", "configure my project", "first time using Cekura", or needs guidance on initial platform setup, or types the command /cekura-onboarding. Not for adding an agent, more scenarios or more metrics to an existing workspace — those are cekura-create-agent, cekura-eval-design and cekura-metric-design. Covers two onboarding paths: **testing** (default — build evaluators and run simulated calls) and **observability** (ingest production call logs and evaluate them).
Bridge THIS Claude Code or Codex session to Telegram, Discord, Feishu/Lark, QQ, WeChat, or DingTalk so the user can chat with Claude from their phone. Use for: setting up, starting, stopping, or diagnosing the claude-to-im bridge daemon; forwarding Claude replies to a messaging app; any phrase like "claude-to-im", "bridge", "消息推送", "消息转发", "桥接", "连上飞书", "手机上看claude", "启动后台服务", "诊断", "查看日志", "配置", "切到微信继续聊". Subcommands: setup, start, stop, status, logs, handoff, reconfigure, doctor. Do NOT use for: building standalone bots, webhook integrations, or coding with IM platform SDKs — those are regular programming tasks.
Senior Cloud Architect specializing in AWS, Azure, and GCP multi-cloud strategies with expertise in cost optimization, infrastructure design, and enterprise cloud migration. Use when designing cloud architecture, planning migrations, optimizing cloud costs, or implementing multi-cloud strategies.
Provides comprehensive guidance for Tencent Cloud COS including bucket creation, object storage, access control, and COS management. Use when the user asks about Tencent Cloud COS, needs to store files in COS, configure COS buckets, or work with Tencent Cloud storage.
Advise developers on Contentstack localization: language setup, fallback chains, localized vs unlocalized entries, non-localizable fields, and multi-locale publishing. Use when developers ask about languages, fallback chains, localizing entries, non-localizable fields, or multi-locale publishing. Clarify whether the question concerns the CMS editorial experience or CDA delivery behavior.
Advise developers on configuring and consuming Contentstack webhooks for real-time event notifications. Cover event channels, payload structure, signature verification, retry behavior, release-triggered webhook storms, and reliable receiver design. Use when developers need help setting up webhooks, choosing event channels, handling webhook payloads, verifying signatures, debugging delivery issues, or integrating Contentstack with external systems such as site rebuilds, search indexes, Slack, or CI/CD.
Coding standards for writing, editing, and reviewing code. Routes to language/framework-specific rules (Next.js, NestJS, Laravel, vanilla JS/TS, NativeScript, React Native/Expo, C#/.NET, Node Express/Fastify, Cocos Creator, Vue/Nuxt, Spring Boot, Django, FastAPI, Flask, Go HTTP) PLUS universal clean-code rules (functions, naming, objects/data, formatting, error handling, SOLID/KISS/DRY, universal structural rules) that apply to every language. Consult before any code change. Use when the user says "write a component", "add an endpoint", "refactor this", "review this diff/PR", or "is this clean?". Make sure to consult this skill for ANY code authoring or review task, even when the user does not explicitly ask for "standards" — every write/edit/review must comply.
Use when auditing cross-component reference contracts on a Datex Studio branch — verify that hubs, grids, forms, editors, selectors, and their referenced peers wire together correctly. Catalogs three silent-failure traps: wrong Module/moduleId, mismatched configParameters (missing declared inParam, extra unsupported entry, value-binding to undeclared var), and component variables used in flow code but undeclared in the top-level vars array. Triggers: "wire xxx into yyy", "audit the reference contracts", "fix the Module / moduleId", "fix the configParameters mismatch", "declare a hub/form/editor/grid var", silent-failure dropdowns/filters/dialogs.
Use when CONFIGURING an existing SDK - NOT for initial generation. Covers gen.yaml configuration for all languages: TypeScript, Python, Go, Java, C#, PHP, Ruby. Also covers runtime overrides (retries, timeouts, server selection) in application code. Triggers on "configure SDK", "gen.yaml", "SDK options", "SDK config", "SDK configuration", "runtime override", "SDK client config", "override timeout", "per-call config". For NEW SDK generation, use start-new-sdk-project instead.
Interact with Atlassian Confluence from the terminal: list spaces, browse pages, view page content, search with CQL, and create pages. Use when the user mentions Confluence, a space key (e.g. DEV), or asks about documentation, wiki pages, space content, or knowledge base articles. Do not use this skill for unrelated requests; route to the nearest named specialist.
Professional-grade contract review skill that adds comment-based issue annotations without changing original text. Enforces a four-layer review (entity verification, basic, business, legal), writes structured comments (issue type, risk reason, revision suggestion) with risk level encoded via reviewer name, and generates a contract summary, consolidated opinion, and Mermaid business flowchart (with rendered image). Output language must follow the contract's language.
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.