Skills
99,448 packaged capabilities and playbooks for agents. Install any of them with one command.
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Mine the user's own agent session logs per model and per harness, count failure modes, and propose the top three as hazard rules. Use when the user asks to audit, review or mine agent history, session logs or transcripts for mistakes, failure modes or corrections, or asks why an agent keeps doing X.
CCXT command-line interface (ccxt-cli) for interacting with 100+ cryptocurrency exchanges directly from the terminal — no code required. Covers installing the CLI, calling any unified CCXT method (fetchTicker, fetchOHLCV, createOrder, fetchBalance), passing arguments and exchange-specific params, authenticating with API keys, sandbox/testnet mode, streaming live tickers and order books over WebSocket, plotting OHLCV charts, and scripting with raw JSON output. Use when the user wants to query an exchange, test API credentials, place or inspect orders, or debug exchange requests from the command line or in shell scripts.
GNU Make / Makefile reference. Targets, prerequisites, order-only prerequisites, variable expansion, automatic variables, pattern rules, .PHONY, -j parallel and recursive make, incremental builds. Separation of responsibilities and shared development commands with Rust / Cargo / xtask, Node.js / pnpm / Turborepo, and Git hooks / CI. Makefile design and review, Bash examples, diagnostic scripts.
Polishes existing academic prose while preserving the author's meaning: grammar and flow repair, tone calibration against evidence strength, AI-tone removal, and Chinese-to-English rewriting at submission quality. Never fabricates data, citations, or claims, and flags any edit that could change scientific meaning. Use when the user asks to polish a draft, fix awkward wording, remove AI flavor, translate a Chinese manuscript into publishable English, or tone down overclaiming.
Run a coding agent in an autonomous loop via a /ralph command, gated by a preflight check that every CLI is installed, linked, and authenticated. Use when driving long-running autonomous development from a wide, outcome-focused prompt.
Use when answering Scenario admin analytics questions about Creative Unit consumption, most-used models, usage by user or project, AI adoption observability, cached usage data, CSV exports, enterprise PDF reports with charts, or a local analytics dashboard. Keywords: usage API, CU, analytics, adoption, reporting, consumption, cache.
Pre-sprint diagnostic that determines whether a team should run a Foundation Sprint now, postpone it, or do prerequisite work first. Produces a Go / Conditional Go / Wait verdict with diagnosis, recommended preconditions, attendee list, and pre-sprint activities. Use when a team is considering starting a Foundation Sprint and wants a fast yes/no diagnosis before committing two days of facilitated work.
Upgrades a Capacitor plugin library from v6 to v7 using `npx @capacitor/plugin-migration-v6-to-v7@latest`, then the manual checklist - dev deps `^7.0.0` and peer `@capacitor/core` `>=7.0.0`, tooling bumps (eslint, swiftlint, prettier 3 with prettier-plugin-java, rollup 4 with `rollup.config.mjs`, rimraf 6, docgen 0.3), minSdk 23 and compile/target SDK 35 defaults, AGP 8.7.2, Gradle 8.11.1, Java 21, Kotlin 1.9.25, iOS 14 in podspec and `Package.swift`, pinned `capacitor-swift-pm` `from: "7.0.0"`, plus removed APIs - `call.success()` / `call.error()` (use `resolve` / `reject`), `registerWebPlugin`, `Capacitor.platform` / `isNative`, Android `BridgeFragment`. Use when a plugin targets Capacitor 6 and must support 7. Do not use for app upgrades, other major versions, or non-Capacitor libraries.
Design social media assets with Efecto — Instagram posts, carousels, stories, YouTube thumbnails, TikTok covers, Twitter/X images, LinkedIn slides, Pinterest pins, and Facebook graphics. Use when asked to "design a post", "create a carousel", "make a thumbnail", "design social media", or any social content task. Requires Efecto MCP server.
Master the complete penetration testing lifecycle from reconnaissance through reporting. This skill covers the five stages of ethical hacking methodology, essential tools, attack techniques, and professional reporting for authorized security assessments.
Embedded network debugging tool for discovering interfaces, capturing packets, analyzing pcap/pcapng, running connectivity tests, port scanning and traffic statistics. Automatically triggers when the user mentions Wireshark, tshark, Npcap, packet capture, network integration debugging, port scanning, connectivity troubleshooting, pcap analysis, network interfaces, ping tests, traceroute, traffic statistics, Modbus TCP, EtherNet/IP and other network protocol debugging; it also supports explicit invocation via /net. Even if the user only says "capture a packet and take a look", "scan the ports", "is the network up" or "analyze this pcap", this skill should trigger as long as the context contains a specific tool name (tshark, Wireshark, Npcap), a protocol name (Modbus TCP, EtherNet/IP, ICMP, etc.), a debugging action (packet capture, port scanning, connectivity test, ping, traceroute, traffic statistics, pcap analysis) or a network interface operation.
Use the public `orca` CLI to operate Orca-managed worktrees, folder contexts, terminals, repos, automations, worktree comments, and the browser embedded inside the Orca app. Use when the user says "$orca-cli", "use orca cli", "Orca worktree", "child worktree", "cardStatus", "spawn codex/claude in a worktree", "read/wait/send Orca terminal", "terminal send", "full handoff", "handover", "give this to another agent", "another worktree", "Orca browser", or "control the browser inside Orca". Prefer this over raw `git worktree`, ad hoc PTYs, Playwright, or Computer Use when the task touches Orca-managed state. Use Computer Use for browser windows, webviews, or desktop UI outside Orca's embedded browser.
Produces a tailored Sanity Studio upgrade plan by inspecting the repository's installed versions, config, and source, then reporting only the breaking changes that actually apply. Covers Studio v3 and later; v2 projects are identified and redirected, not planned. Use this skill whenever someone wants to upgrade, migrate, or modernize a Sanity Studio across one or more major versions from v3 onward, asks what will break if they bump the `sanity` package, asks why their Studio broke after an upgrade, or asks how far behind their Studio is. Triggers on "upgrade sanity studio", "migrate our studio to v6", "bump sanity", "what breaks if we upgrade", "our studio is on an old version", "sanity upgrade plan", "is our studio out of date", "we are several majors behind". DO NOT load for upgrading non-Sanity dependencies, for Content Lake `apiVersion` questions, for content or schema migrations that change documents, or for setting up a new Sanity project.
SAP Analytics Cloud (SAC) Custom Widget development. Use when building custom visualizations, extending SAC with Web Components, or creating Widget Add-Ons. Covers JSON metadata, JavaScript Web Components, lifecycle functions, data binding with feeds, styling/builder panels, property/event/method definitions, third-party library integration, hosting, security, performance, and debugging. Includes Widget Add-On feature (QRC Q4 2023+) and templates for widgets, charts, and KPI cards.
Day 2 (Tuesday) move of a Design Sprint that structures lightning demos and the four-step independent solution sketch protocol (Notes, Ideas, Crazy 8s, Solution Sketch). Each team member produces one solution sketch individually; the skill orchestrates the day but does not author the sketches themselves. Use Tuesday morning after Monday's target moment is locked. Output is the lightning demo board, sketch assignments, and the cohort of independent sketches that become Wednesday's heat-map material.
Used for identifying the leading themes of the A-share market, focusing on market structure / theme cycles / capital flows. This skill is mainly for answering user questions, writing reports and financial articles. Its report output is extensive, so it is not suited to simple conversations. To obtain information and data, you can use the wind.financial.data tool with sensible keywords or keyword combinations. After the open, at midday and after the close, users need to know quickly: what the market is actually trading today, what the real leading theme is, where sentiment stands, and what to watch tomorrow.
Expert-level construction management, project planning, BIM, safety compliance, and construction technology. Use when the user mentions BIM, project management, safety, or building, or when the task involves Construction Management, Technologies, Standards and Regulations, or Cost Control.
Debug why an OpenShell gateway deployment is unhealthy, unreachable, or unable to create sandboxes. Use for gateway health failures, Docker/Podman runtime issues, Helm failures, Kubernetes scheduling, TLS or auth, gateway interceptors, supervisor middleware startup or runtime failures, external compute-driver sockets, VM drivers, or sandbox startup. Trigger keywords: debug gateway, gateway failing, deployment failing, helm install failing, cluster health, gateway health, gateway not starting, health check failed, sandbox pending, docker driver, podman driver, kubernetes driver, external driver, compute driver socket, gateway interceptor, supervisor middleware, middleware failed, vm driver.
Manage Webshare proxies with the webshare CLI: list active proxies, dump the proxy list to a file, refresh rotating pools, read and update proxy config, manage IP allowlists, build proxy URLs, inspect subscription plans and usage, and kick off an express-checkout flow to buy more proxies. Use when the user wants to work with webshare.io proxies — not scraping, just provisioning and ops.
This skill should be used when the user asks to "generate video prompts", "create Seedance prompts", "write video descriptions", mentions "Seedance", "seedance", "即梦", "即梦平台", "视频提示词", "视频生成", "AI视频", "短剧", "广告视频", "视频延长", or discusses video prompt engineering, AI video generation, or Seedance 2.0 workflows.
Diagnose what any story needs regardless of its current state. This skill should be used when a writer is stuck, evaluating story problems, when narrative feels broken, or when someone asks 'what's wrong with my story?'. Keywords: story, diagnosis, stuck, narrative, plot, character, worldbuilding, revision.
C/C++ package manager skill covering Conan and vcpkg. Use when adding third-party library dependencies to C/C++ projects, managing binary compatibility, integrating with CMake, or choosing between Conan and vcpkg. Activates on queries about Conan, vcpkg, C++ dependency management, conanfile.txt, vcpkg.json, CMake package integration, or C++ package managers.
Blueprint transaction proofs and period impact receipts from user-supplied payment details or structured summaries — so totals, references and attribution stay honest and scannable for customers, finance or managers. Use when the user asks for a receipt, payment confirmation, sales slip, donation acknowledgment, expense proof, usage impact receipt or "show what was delivered". Create receipts with AI-native design and the highest aesthetic standards, powered by the K2F format and engine. Purpose-built for AI agents, K2F lets them focus on semantic content and design intent while automatically handling layout, typography and formatting complexity.
Create, improve, and audit Obsidian study notes from lectures, PDFs, textbooks, and existing notes. Use for single notes or whole subject folders, worked examples, rendered mathematics, ASCII and Mermaid diagrams, and SVG figures. Preserve existing organisation when improving a vault. Triggers - create study notes, improve notes, obsidian notes, organise notes, learning notes, note from lecture, note from PDF.
Diagnose and fix broken OpenCLI adapters when websites change. Use when an opencli command fails with SELECTOR, EMPTY_RESULT, API_ERROR, or PAGE_CHANGED errors. Reads structured diagnostic output and uses browser automation to discover what changed and patch the adapter.
Tailwind CSS v4 performance optimization and best practices guidelines (formerly tailwindcss-v4-style). Use this skill when writing, reviewing, or refactoring Tailwind CSS v4 code to ensure optimal build performance, minimal CSS output, and correct usage of v4 features. Triggers on tasks involving Tailwind configuration, @theme directive, utility classes, responsive design, dark mode, container queries, or CSS generation optimization.
Tailwind CSS advanced design systems with design tokens and @theme configuration. Proactively activate for: (1) building a design system on Tailwind v4, (2) the @theme directive and CSS-first configuration, (3) custom color scales (50-950) and semantic tokens, (4) typography scales and fluid type with clamp(), (5) spacing tokens and 8pt grids, (6) shadow systems, radius tokens, motion tokens, (7) light/dark mode tokens via @theme, (8) Figma to Tailwind token sync, (9) design-token tooling (Style Dictionary, Tokens Studio), (10) per-brand theming. Provides: @theme configuration templates, semantic-token naming conventions, a fluid-type calculator, a design-token sync workflow, and multi-brand theming patterns.
Comprehensive React and Vite SPA performance, architecture, and deployment guidelines. Use this skill when building, reviewing, or refactoring React applications built with Vite (SPA). Covers Vite-specific build configurations, static hosting requirements, and core React performance patterns.
Builds ADK (Agent Development Kit) Python agents: LLM agents with tools, graph workflows of function and agent nodes, conditional routing, fan-out and join, schema-validated delegation between agents, human-in-the-loop pauses, and pytest coverage for all of it. Use when asked to create an agent or a workflow, add a tool to one, branch or loop between nodes, run steps in parallel, pause for user approval, or test an agent. Don't use for explaining how ADK works internally or designing its core components (use `adk-architecture`), for an agent that already runs but misbehaves (use `adk-debug`), for authoring a sample under `contributing/` (use `adk-sample-creator`), or for naming, typing, and formatting conventions (use `adk-style`).
Control and inspect Amazon Fire TV (Vega) apps via argent — launch/restart/reinstall apps, read the on-screen element tree, navigate with the D-pad remote, type, and take screenshots. Use when the task mentions Vega, Fire TV, or VVD, or involves driving a Vega virtual device.
Use when creating cloud sandboxes (microVMs) to run code, start dev servers, and generate live preview URLs. Also covers deploying AI agents, MCP servers, batch jobs, and Agent Drives (shared filesystems) on Blaxel's serverless infrastructure. Reach for this skill when you need isolated compute environments, real-time app previews, shared file storage across sandboxes, or to deploy agentic workloads.
Design MEL/SRHR indicators to IPPF/UNFPA/UNAIDS publication standard. Use when Ane asks for "indicators", "KPIs", "results framework", "M&E indicators", "measurement framework", or equivalent. Enforces WHO (2010) WHO/RHR/10.12 standards plus Washington Group disaggregation, applies Tier 1/2/3 integrity markers, defines measurement mechanisms, and flags data gaps. Distinguishes output, outcome, and impact indicators precisely.
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.