Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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When the user wants to evaluate suppliers, select vendors, or perform supplier scoring and qualification. Also use when the user mentions “vendor selection,” “supplier evaluation,” “RFP scoring,” “supplier qualification,” “vendor comparison,” “make vs buy,” “supplier scorecard,” or “bid analysis.” For ongoing supplier risk monitoring, see supplier-risk-management. For contract negotiation, see contract-management.
For /swarm, requests for multi-agent collaboration, deciding whether to spin up a team, or complex tasks that clearly need work split across people. First choose a single person, subagent, workflow, or team mechanism, then orchestrate roles, execution and acceptance.
Create, edit, format, and convert PowerPoint (.pptx) presentations using Syncfusion Presentation for .NET. Use this skill for PowerPoint processing and presentation automation when the user asks to generate slides, modify PPTX content, insert text or images, build presentations programmatically, or convert PowerPoint to PDF using C# code or CSX execution.
Diagnose root causes with a four-phase debugging protocol. Use for ANY technical issue — test failures, production bugs, unexpected behavior, performance problems, build failures, or integration issues. ESPECIALLY when under time pressure, when "one quick fix" seems obvious, or when previous fix attempts have failed. Do not use this skill for unrelated requests; route to the nearest named specialist.
Tacit knowledge mining: extract users’ “hard-to-articulate” judgment criteria through structured conversations. Based on Polanyi’s tacit knowledge theory and CDM/Laddering/Repertory Grid methods. Triggers: mine tacit knowledge, in-depth interview, get to know me, discuss my ideas, tacit, you don’t know me well enough, I want you to understand me better, dig deeper. Should not be triggered by writing or publishing instructions such as “write an article,” “reporting,” or “formatting.”
Create, read, list, search, and manage Tencent Docs (腾讯文档) — online documents, sheets, slides, mind maps, flowcharts, smart tables, and forms — via the Tencent Docs Open API. Use when the user mentions 腾讯文档 / Tencent Docs / docs.qq.com, a docs.qq.com link, or wants to create / read / organize a doc, sheet, slide, mind map, or flowchart in their Tencent Docs space.
Author production real-time VFX in Three.js. Use for filmic HDR lens-flare compositors, highlight-derived ghosts, field-angle pupil deformation, localized glare and bloom, raymarched aurora curtains, finite-footprint emissive slabs, uniform volume integration, equirectangular radiance probes, WebGPU voxel fire and smoke, coupled volumetric fluid fields, mesh-surface emitters, signed-distance fire collisions, ship-conforming reentry plasma, generated capsule wakes, instanced analytic sparks, timed dissolving debris, dense-swap effect pools, additive holographic projections, Fresnel rim shells, scanline banding, glitch displacement, swept shape-to-shape handovers, and explicit scene-relative HDR emission hierarchy.
Fit scalable directional cast shadows in Three.js r185 WebGPU/TSL. Use when choosing one bounded shadow, CSM, tiled arrays, or cached clipmaps; stabilizing projection, filtering, or bias; or fixing invalidation, caster parity, bindings, or sustained cost.
Use this skill to instrument a Jetpack Compose composable with `@TraceRecomposition` from `skydoves/compose-stability-analyzer` so per-recomposition diffs (which state or parameter changed, what value transition) print to logcat under the `Recomposition` tag. Works in release-with-debug-symbols builds where Android Studio Layout Inspector cannot reach, and feeds the IntelliJ / Android Studio plugin's live recomposition heatmap (green under 10, yellow 10–50, red 50+). Covers the Gradle plugin setup, the `ComposeStabilityAnalyzer.setEnabled(BuildConfig.DEBUG)` runtime gate that keeps the instrumentation out of production, and the handoff to debug-time Layout Inspector and CI `stabilityCheck`. Use when the user mentions `@TraceRecomposition`, "trace recomposition", "compose-stability-analyzer", "recomposition logcat", "recomposition heatmap", "release-mode recomposition counts", or needs to confirm a stability fix in a release-like build.
Comprehensive quality verification: spec compliance, linting, type-checking, tests, cross-layer data flow, code reuse, and consistency checks. Use after code is written and needs quality verification, before committing changes, or to catch context drift during long sessions.
Generate Triton kernel code from an Ascend NPU operator design document or direct requirements. Use when implementing a Triton operator or converting a design document into executable code. Core outputs: kernel code + basic correctness tests. Keywords: Triton kernel, operator implementation, code generation.
Help the user unblock a vague or stuck action item by clarifying the intended output, scoping it to today, and identifying the concrete next action. Use when the user says “unblock”, “unstick”, “I’m stuck on”, or presents a vague task they can’t start.
Generic playbook for extracting structured data from any website — hotel prices, flight fares, e-commerce listings, real estate, jobs, competitor product catalogues, anything where the goal is to turn one or more URLs into clean records on disk. Use this skill whenever the user mentions scraping, harvesting, extracting, or pulling data from a website; names a specific site or competitor they want data from; asks how to handle JavaScript-rendered pages, Cloudflare blocks, bot detection, Turnstile challenges, or Playwright; wants to monitor prices over time; needs to automate a copy-paste research task; or says things like "just get the data from X" or "I need a script that grabs N from site Y". Covers recon, picking the lightest extraction tool that works, surviving anti-bot defences, and writing clean JSONL output with a run manifest. Scope is scraping only — landing data in a database, scheduling, and downstream pipeline work are explicitly out of scope and live in other tools.
Design cross-border logistics strategies including direct mail, overseas warehousing, and bonded warehouse models for international e-commerce. Use this skill when the user needs to ship products internationally, choose a logistics model for cross-border sales, optimize shipping costs, or set up fulfillment in a foreign market — even if they say 'ship to Southeast Asia', 'overseas warehouse vs direct shipping', 'customs clearance', or 'reduce international shipping time'.
End-to-end XRPL development playbook. Covers XRP Ledger dApp development, including project scaffolding (create-xrp), wallet integration (xrpl-connect), client SDKs, transactions, tokens, NFTs, DEX/AMM, cross-chain interoperability (Axelar), and security best practices
Manages zard/ui components and projects — adding, composing, styling, and debugging Angular UI built on TailwindCSS v4. Provides project context, component source, and the real API instead of a remembered one. Applies when working with zard/ui, zard-cli, the zard registry, or any project with a components.json that declares a zard projectType. Also triggers for "zard-cli init", "add a zard component", or "set up zard/ui in an Nx workspace".
Use for Agently-Stage process-local task lifetime and sync/async interop: Stage scopes and handles, settlement/cancellation, StageCallBridge and StageStream, Tunnel replay channels, or local EventEmitter listeners. Choose this even inside TriggerFlow when a provider-owned sync wrapper bridges an async SDK; use TriggerFlow for application workflow orchestration or persistence.
Reduce the AIGC similarity rate and AI flavor of academic papers. Works with Claude Code and Codex. Based on the detection principles of CNKI, Wanfang, PaperPass, PaperPure and similar tools, it uses scan-and-locate, deterministic replacement, sentence-level rewriting and Anti-AI auditing to reduce templated AI traces while keeping academic register, facts, data, citations and terminology consistent. Use when the user asks to reduce AI flavor, lower the AIGC rate, remove AI detection, reduce false positives in AI similarity checking, or make a paper sound more human-written, or mentions "去 AI 味", "降重", "AIGC 查重".
Solution skill for using WAF to protect web applications on ECS. Used for quickly deploying network environments including VPC, security groups, and ECS instances, and integrating WAF for web application protection. Trigger words: "WAF protection", "ECS web protection", "Web Application Firewall", "website security"
Build React UIs in the animal-island-ui style — an a cozy island-style UI-inspired component library (warm earth tones, pill shapes, 3D game-button depth, soft motion). Use when (1) building pages or components with the animal-island-ui npm package in a React project; (2) generating a standalone single-file HTML page in this style with no build step; (3) the user asks for "a cozy island-style UI style", "animal island style", or a cozy rounded game-like UI.
Configure ATC clean core and Cloud Readiness checks using the SAP Cloudification Repository, and map ATC findings to clean core levels (A, B, C, D). Use when users ask about ATC check variants for cloud readiness, clean core compliance, clean core levels, released/classic/internal/noAPI object classification, cloudification repository setup, objectReleaseInfo or objectClassifications JSON files, ATC exemptions, changelog for SAP objects, SAP Cloud ERP or SAP Cloud ERP Private API validation, or migrating custom code to ABAP Cloud. Triggers include "configure ATC cloud readiness", "set up clean core check", "cloudification repository URL", "released APIs check", "which level is this ATC finding", "ATC priority 1 clean core", "ATC exemption", "changelog for SAP objects", or "which JSON file for my S/4HANA version".
Use when implementing SwiftUI search — .searchable, isSearching, search suggestions, scopes, tokens, programmatic search control (iOS 15-18). For iOS 26 search refinements (bottom-aligned, minimized toolbar, search tab role), see swiftui-26-ref.
Expert knowledge for Azure External Attack Surface Management development including configuration. Use when filtering EASM inventory by ASN, domains, hosts, IPs, pages, SSL certs, or exporting findings to analytics tools, and other Azure External Attack Surface Management related development tasks. Not for Azure Defender For Cloud (use azure-defender-for-cloud), Azure Security (use azure-security), Azure Sentinel (use azure-sentinel), Azure Networking (use azure-networking).
Use when creating or changing a Bagisto payment method — a payment class, the payment methods config, the checkout redirect and callback flow, or integrating a gateway such as Stripe or PayPal. Trigger phrases include "payment", "payment method", "payment gateway", "Stripe", "PayPal", "Razorpay", "checkout payment", "redirect", "webhook".
Use when writing or changing a Bagisto Pest test — feature or unit tests, assertions, datasets, mocking, architecture tests, or registering a new package's suite. Trigger phrases include "pest", "test", "unit test", "feature test", "assertion", "dataset", "mock", "testsuite", "TDD", "coverage".
Subscribe to BingX Coin-M (inverse/coin-margined) perpetual futures WebSocket account data streams including balance updates, position changes, order updates, and account config changes. Also manages Listen Key lifecycle (generate, extend, delete). Use when the user asks about real-time Coin-M account updates, live coin-margined order status, streaming inverse futures position changes, or WebSocket account subscriptions for coin-margined perpetual futures.
Subscribe to BingX spot WebSocket market data streams including real-time trades, order book depth, K-lines, 24h ticker, latest price, best bid/ask, and incremental depth. Use when the user asks about real-time spot market data, live spot price feeds, streaming spot order books, or WebSocket subscriptions for spot trading.
Generate, refine, and validate Character Card V3 cards and lorebooks. Use when creating new characters from a concept, converting or upgrading existing cards to CCv3, improving weak character behavior consistency, or building lorebook entries that steer scenario outcomes while staying token-efficient.
Make any software agent-native with HKUDS CLI-Anything — four routed modes: install ready-made harnesses via CLI-Hub (cli-hub list/search/info/install/launch), give agents the cli-hub-meta-skill for autonomous discovery, generate a new harness from any codebase/repo via the 7-phase /cli-anything pipeline, or iterate with :refine/:test/:validate; 40+ harnesses, 2,461 tests, Click CLIs with REPL + --json.
Comprehensive container image security scanning and remediation. Analyzes Docker images for OS package vulnerabilities, application dependencies, and Dockerfile best practices. Use when: - User asks to scan a Docker image or container - User mentions “container security” or “image vulnerabilities” - User wants to secure a Dockerfile - User asks about base image security - Agent is working with Docker, Kubernetes, or container deployments
Load this skill whenever writing, editing, or reviewing any web content, copy, headings, labels, error messages, or instructions. Under no circumstances write inaccessible content — every piece of text must be clear, structured, and usable by people with cognitive, visual, and language differences. Absolutely always apply plain language, logical heading hierarchy, and meaningful link text.
A GitHub open-source contribution assistant skill: discover suitable open-source projects and real issues based on a target role and tech stack, assess maintenance status, contribution rules, and duplication risk, prepare minimal verifiable changes, then fork, push, and submit a PR after confirming each step with the user. Track CI, review, and merge status. Use when the user enters “/contributor”, wants to find a project, make a first contribution, submit a PR, or add a PR to their résumé.
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for", "improve this copy", "rewrite this page", "marketing copy", "headline help", or "CTA copy." For email copy, see email-sequence. For popup copy, see popup-cro.
Use this skill when the user wants to investigate a bug, defect, incident, or quality issue and find its root cause — including requests to run a "5 whys" analysis, write a postmortem, do a root-cause analysis (RCA), figure out why a bug reached production or slipped past code review/QA, set up a recurring defect-analysis routine, or run a daily/weekly quality-improvement (Kaizen) triage. Also known as the Dantotsu method (Sadao Nomura's Toyota-derived defect-analysis approach, adapted for software). Trigger even if the user doesn't name the method explicitly — e.g. "why did this bug get through code review", "a client reported a bug, help me analyze it", "I want to understand why this keeps happening", "write up a root cause report for this defect", or "help me prioritize which fixes to actually ship this week".
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.