Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Comprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex, commodities, and economic indicators. Provides risk-on/risk-off assessment, sector analysis, and technical indicator interpretation. Triggers on keywords like market analysis, market environment, global markets, trading environment, market conditions, investment climate, market sentiment, forex analysis, stock market analysis, 相場環境, 市場分析, マーケット状況, 投資環境.
Use this skill to research markets, understand trends, find opportunities, and validate ideas. Triggers: "market research", "market analysis", "market opportunity", "market size", "TAM SAM SOM", "industry analysis", "market trends", "validate idea", "market validation", "customer research", "market sizing", "opportunity analysis" Outputs: Market report with size, trends, opportunities, competitive landscape.
Display images and annotations for image processing, computer vision, and visual inspection. Use when displaying images with imageshow, creating image viewers with viewer2d, adding Regions of Interest (ROI) or annotations, overlaying masks or segmentations, streaming video frames, or building apps with image display.
Model, simulate, and optimize Serializer/Deserializer (SerDes) systems — serial and parallel links — using MATLAB SerDes Toolbox. Design NRZ and PAM-N links (PAM3 through PAM16) — explore equalization architectures (FFE, CTLE, DFE), sweep or optimize parameters with genetic algorithms, and characterize channels from loss models, S-parameter files, or crosstalk scenarios. Process captured waveforms through equalization chains, build eye diagrams, and decompose jitter. Deliver IBIS-AMI models for Tx, Rx, Redriver, or Retimer by exporting to Simulink and compiling .ami/.ibs/.dll/.so files. Covers the full arc from initial design exploration and parameter optimization to compliance testing and compiled model validation, including custom datapath blocks for nonstandard equalization.
Architects and orchestrates Model Context Protocol (MCP) ecosystems including server development, tool design, and transport configuration. Use when building MCP servers, designing agentic tool interfaces, configuring MCP transports, implementing OAuth security, or troubleshooting MCP connectivity. Use for outcome-oriented tools, Zod validation, progressive disclosure resources, elicitation, and async tasks.
Convert Markdown files and strings into DOCX documents using @mohtasham/md-to-docx. Use when a user needs Markdown to Word conversion, CLI-based file conversion, reference-DOCX styles or placeholder patching, options-driven styling/alignment/font family, TOC/page break handling, underline/strikethrough formatting, multi-section documents with per-section headers/footers, or programmatic conversion in Node/browser code.
Daily meeting preparation system that checks your calendar each morning, deeply researches external attendees (LinkedIn, company info, GitHub, past notes), and sends you personalized briefs via email (1 per person). Use when you want automated preparation for upcoming meetings with context about each person you're meeting.
Pull, analyze, manage, and CREATE Meta ads (Facebook, Instagram, Messenger, Threads, Click-to-WhatsApp) via the Marketing API. Use when the user mentions Meta/FB/IG ads, Ads Manager, ROAS, CPA, CPM, CTR, ad spend, campaign or ad set performance, creative fatigue, frequency, CTWA, audience/placement breakdowns, A/B ad tests, or wants to pause an ad, change a budget, duplicate a winner, or launch a new campaign from scratch. Trigger on Hebrew terms like פרסום בפייסבוק/באינסטגרם, פרסומות מטא, ביצועי קמפיין, פרסומות, צור קמפיין, השק קמפיין, A/B טסט. Trigger on questions like how are my ads doing, which creative is winning, is my ad fatigued, what's my CPA, drop a 30-day report, launch an A/B test for my course, build a campaign with these 3 angles. Trigger even if auth isn't set up — the skill walks through one-time setup. Do NOT use for organic Instagram analytics, Reels view counts on non-promoted posts, or organic Threads engagement; those need the Instagram Graph API.
Create plugins for Claude Code that bundle skills, agents, commands, hooks, and MCP servers. Use when packaging reusable tooling, distributing agent capabilities, or building plugin manifests. Use for plugin creation, manifest configuration, component bundling.
ALWAYS use this skill FIRST when you need to find, look up, or verify ANY information from the internet — do NOT guess URLs and fetch them directly. Provides necessary command usage instructions for keyword-based web search with AI-generated summaries. Trigger words: 搜索, 网页搜索, 搜一下, 查一下, 查询, 了解, 找一下, 帮我看看, web search, look up, find out, search, 搜索摘要, 查资料, 搜索引擎, 最新信息, 最近动态
Use when the user says 'migrate beaver builder to bricks', 'convert bb to bricks', or 'replace beaver builder with bricks'. Reads the Beaver Builder flat node map, maps each module to its Bricks element, and creates draft duplicates for review.
Use when the user says 'migrate divi to breakdance', 'convert divi to breakdance', or 'rebuild divi pages in breakdance'. Parses Divi shortcodes, maps modules to Breakdance elements, and creates draft duplicates for review.
Use when the user says 'migrate wpbakery to bricks', 'convert visual composer to bricks', or wants to modernize a WPBakery site onto Bricks. Parses WPBakery shortcodes, maps elements to their Bricks equivalents, and creates draft duplicates for review.
Help users install and configure the mirrord Operator for team/enterprise environments. Use when users ask about operator setup, Helm installation, cloud API key or license configuration, air-gapped/offline licensing, enabling features (queue splitting, DB branching, preview environments, multi-cluster), internal registries, OpenShift/GKE Autopilot, RBAC, or multi-user mirrord deployments. Also use when an AI agent hits a Team or Enterprise feature on a cluster with no license and needs to offer the user a trial (agent-started trial; the trial is Enterprise tier).
Use when the user says 'my site looks bad on mobile', 'check mobile layout', 'responsive audit', or 'site broken on phones'. Diagnoses breakpoint problems, text sizing, column stacking failures, hidden elements, and navigation menu behavior, device by device.
Design, enforce, audit, and validate Power BI report themes through the pbir CLI. Invoke when a report uses a default or minimal theme, visuals have inconsistent formatting or many local overrides, or the user asks to create, copy, apply, standardize, rebrand, audit, or validate a theme; change theme colors or typography; define style presets; promote visual formatting into the theme; clear overrides; or improve theme compliance.
Module organization patterns including ports and adapters (hexagonal), module communication, and data isolation. Use when structuring modular monoliths, defining module boundaries, setting up inter-module communication, or isolating database contexts. Includes MediatR patterns for internal events.
Use this skill to assess and plan a migration from AWS MSK (Managed Streaming for Apache Kafka) to Confluent Cloud. Triggers on user intent like "migrate MSK to Confluent Cloud", "move off MSK", "MSK to CC cutover", "Zero-Cut migration from MSK", "kcp scan my MSK", or any discussion of MSK-to-CC assessment, planning, cluster sizing, Cluster Linking setup, Gateway-based switchover, or post-cutover validation. Do NOT trigger for non-MSK Kafka sources (open-source Kafka, Aiven, Confluent Platform, Redpanda) — this skill is MSK-only. Do NOT trigger for greenfield Confluent Cloud projects with no existing Kafka source. Do NOT trigger for general Kafka programming questions (producer/consumer code, Kafka Streams) unrelated to migration.
Use this skill when the user wants to browse, filter, or investigate Nebula Logger data in the Salesforce UI. Covers the Logger Console app, list views on `Log__c` / `LogEntry__c` / `LogEntryTag__c` / `LoggerScenario__c` / `LoggerTag__c`, related-list navigation, the Log record page and its LWCs, and how admins and support engineers use the console day-to-day.
Guide for using Netlify DB (managed Neon Postgres). Use when the project needs a relational database, structured data storage, SQL queries, or data that will grow over time. Covers provisioning, raw SQL via @netlify/neon, Drizzle ORM integration, migrations, and deploy preview branching. Also covers when to use Netlify Blobs instead.
Use when building or modifying UIs that need directional focus (arrow keys, TV remotes, gamepads) with the Norigin Spatial Navigation library. Covers `useFocusable`, `FocusContext`, programmatic focus, and common Smart TV / set-top-box patterns.
Full NotebookLM API via notebooklm-py CLI: create notebooks, add sources, generate podcasts, videos, infographics, slides, quizzes, flashcards, mind maps. Triggers on: "notebooklm", "create a podcast", "audio overview", "generate flashcards", "generate infographic", "/notebooklm".
(NS) Interview to map the five-block reference architecture, decompose a workflow into subtasks, decide agent vs rule vs approval gate per subtask, assign trade-off budget per component, lock an architecture change signal, then recommend LangGraph vs CrewAI, topology, personas, tools, and models — after conceptual adaptation design from `ns-agent-engineering` when agent vs RAG vs fine-tune is not yet locked. Use when building multi-agent systems, choosing LangGraph/CrewAI, designing crews/graphs, HITL workflows, "agents working together", producing official architecture decision records, or reverse-documenting an agent that already exists. Do NOT use for conceptual Prompt/RAG/Agent/Fine-Tune ladder (`ns-agent-engineering`), general app requirements (`/ns-spec-driven` Clarify), or coding without architecture intent.
Write annual project applications for the National Social Science Fund of China (NSSFC), based on the 2025 official template of the National Office for Philosophy and Social Sciences, covering four categories: key projects (A), general projects (B), youth projects (C), and western projects (X). Provides a staged writing workflow: data tables, topic description (300 characters), topic rationale, research content, innovations, research foundation, budget estimate, anonymization of the loose-leaf form, and other modules; includes built-in social science literature search strategies and a quality self-check list. Tool-neutral, works with Claude Code / Cursor / Codex / OpenClaw / Gemini CLI. Trigger words: 国家社会科学基金、国社科、社科基金、NSSFC、哲学社会科学、重点项目、一般项目、青年项目、西部项目、社科申报、活页
Automatically generates HarmonyOS code scaffolding from design documents, including IDL interface definitions, directory structure, header files, source file templates, build configurations, and more. Before generating, it analyzes existing OpenHarmony code to learn the current code style and architecture conventions. Use when the user requests: (1) generate code scaffolding, (2) create IDL interfaces, (3) generate BUILD.gn configurations, (4) create service code, (5) initialize project structure, (6) reference existing code style. Keywords: code generation, IDL, BUILD.gn, bundle.json, SA profile, OpenHarmony code style, 代码生成, 接口定义, 构建配置, OH代码风格
Diagnose and fix measured startup, rendering, scrolling, memory, media, or network regressions in Expo React Native apps. Use for a reproducible performance problem or an explicit performance audit, not speculative library swaps or blanket memoisation.
Search and read documents, repos, URLs, and other resources stored in OpenViking under viking://resources/. Use whenever the user asks about docs, specs, codebases, papers, or notes that were added to OpenViking (“check the docs”, “what does our design doc say”, “find it in OpenViking”), or when a task needs reference material this session does not have. Covers picking between find, grep, glob, and list, and drilling from a hit down to the exact file
Pachca — messages: send, edit, delete. Use this skill when the user wants to send a message, write in a chat or direct message, reply in a thread, attach a file, add a reaction, pin a message, get message history, edit or delete a message, see who has read it, or send a message with buttons. Also covers drafts and scheduled messages: write in advance, send later, repeat on a schedule, cancel a scheduled message. Also for mentions (@), notifications, and thread subscriptions. NOT for creating channels, managing members, or configuring bots. Use when: отправить сообщение, написать в чат, написать в личку, ответить в тред, тред, прикрепить файл, загрузить файл, поставить реакцию, история сообщений, закрепить сообщение, изменить сообщение, удалить сообщение, упомянуть, кнопки в сообщении, кто прочитал, ответь в тред, черновик, отложенное сообщение, отправить позже, напомнить в чат по расписанию, отменить отложенное. NOT for: создать канал, управление участниками, настроить бота, вебхук, форма, → pachca-chats, → pachca-bots, → pachca-forms, найти сообщение по тексту, полнотекстовый поиск → pachca-search.
Use when the user explicitly asks for "recommended journals to submit to", "help me pick an SCI journal for my paper", "which journals is this manuscript suitable for", or "journal matching / journal selection / submission advice". Applies when the user provides a full text, abstract, Markdown, LaTeX, PDF, Word or mixed materials; this skill uses the manuscript and the user's preferences to first run a minimal hard filter with the built-in `2023IF.xlsx` to build a candidate pool, then lets the host model plan Set1/Set2/Set3 on its own, verifies scope / quality / the last 3 months of PubMed papers online, and finally outputs 1 Markdown journal-selection report sorted by recommendation level. Not applicable: the user only wants to polish a paper, only wants an abstract translated, or only asks for the website information of a single journal without needing systematic journal selection.
Use the official Parallel CLI for explicitly selected Parallel web search, extraction, research, enrichment, FindAll, or monitoring. Choose a bounded workflow, retain job IDs, and verify source evidence. Do not activate for every web lookup or move generic reminders into a paid Parallel monitor.
A security audit tool for WordPress framework features. Performs white-box static auditing of common WordPress mechanisms such as nonce/capability/check_admin_referer, AJAX actions, escape/sanitize, redirects, secure uploads, and remote requests, and maps them to a general vulnerability type taxonomy (AUTH/CSRF/XSS/SQL/CFG/SSRF, etc.).
Two writing rule sets for readers who may not read English fluently: COMMS for live agent-to-user text (interview questions, confirmations, blockers), ARTIFACT for persistent artifact prose (proposal.md, specs, design.md). A caller states which set applies. Evidence backing is in docs/research/2026-08-07-plain-language-non-native-readers.md.
Configure DigitalOcean Managed Postgres with bindable variables or schema isolation. Use when setting up databases, creating users, managing permissions, configuring multi-tenant schemas, or troubleshooting database connectivity on App Platform.
A focused Cloud Run Admin API CLI with agent-native output, local inventory, and command discovery. Trigger phrases: `inspect Cloud Run services`, `list Cloud Run jobs`, `find Cloud Run revisions`, `check Cloud Run executions`, `search Cloud Run inventory`.
Drive your personal Microsoft 365 inbox from agents — read, send, sync, and run offline triage analytics that... Trigger phrases: `what's in my inbox`, `find emails from X`, `send an outlook email`, `follow up on email I sent`, `stale unread in outlook`, `who's emailing me most`, `use outlook-email`, `run outlook-email`.
Focused pull request review practices with severity-ranked, file-and-line-cited findings across four angles: security, performance, tests, and architecture. Use when asked to review a pull request, review a diff or set of changes, review "this PR," or provide a code review before merge.
Use when the user needs to extract data from PDFs, work with scanned documents, or manipulate PDF files. Triggers include: "extract text from PDF", "convert PDF to text/CSV/images", "scan/OCR this document", "merge/split/rotate PDF", "fill PDF form", "PDF is blank/empty" (likely scanned), or any mention of .pdf files requiring data extraction or transformation. Also use for invoices, receipts, forms, contracts, reports, or any document where structured data (text, tables, form fields) needs to be extracted.
Run end-to-end product experiments from assumption to decision: translate assumptions into testable hypotheses and experiment briefs, select the right method among qualitative interviews, prototypes, concierge tests, fake doors, feature flags, and A/B tests, and produce readouts that update the roadmap and decision record. Do not use when a qualitative or prototype test is the clearly right answer without statistical measurement; do not prescribe A/B testing by default; do not treat statistical significance as the only decision criterion or hide ethical and guardrail considerations.
Route a product through its full lifecycle — discovery, strategy, portfolio choice, roadmap, UX and requirements, experimentation, delivery handoff, adoption, success, and lifecycle review — by composing existing specialist product skills with phase-entry evidence, handoff artifacts, and escalation rules. Use when evaluating a new product idea, managing a product through its lifecycle, or connecting product phases that currently operate in isolation. Do not use for a single product task that is already owned by a specialist skill (load that skill directly); do not use for software delivery lifecycle work (route to neckbeard); do not use to duplicate product discovery, strategy, UX, experimentation, analytics, release, or delivery methods.
When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'describe my product,' 'ICP,' 'ideal customer profile,' or wants to avoid repeating foundational information across marketing tasks. Use this at the start of any new project before using other marketing skills — it creates `.agents/product-marketing-context.md` that all other skills reference for product, audience, and positioning context.
Build cross-domain production evidence from readiness, migration, recovery, capacity/cost, and incident learning into launch or operational decisions. Do not use this skill for a single specialist's risk packet and launch gate; use `production-readiness` for that readiness review.
Expert in designing, optimizing, and evaluating prompts for Large Language Models. Specializes in Chain-of-Thought, ReAct, few-shot learning, and production prompt management. Use when crafting prompts, optimizing LLM outputs, or building prompt systems. Triggers include "prompt engineering", "prompt optimization", "chain of thought", "few-shot", "prompt template", "LLM prompting".
Creates Pulumi infrastructure-as-code projects in Python, defines cloud resources (AWS, Azure, GCP), configures ESC environments for secrets management, sets up OIDC authentication for secure deployments, and builds multi-language component resources. Use when creating Pulumi Python projects, writing infrastructure code, configuring cloud providers, managing secrets with Pulumi ESC, setting up OIDC for Pulumi, automating infrastructure deployments with Python, creating reusable Pulumi components in Python, or configuring Python toolchains (pip, poetry, uv) for Pulumi. Also use when the user mentions pyproject.toml with Pulumi, component_provider_host, or Python virtual environments for infrastructure code.
Write and run Python (PyGhidra) code inside the Ghidra session that ReVa's MCP server is already attached to, using the five ReVa scripting tools — `run-script`, `list-scripts`, `read-script`, `write-script`, `edit-script`. Use this whenever the user asks to execute Python against the current program, reach for the Ghidra Flat API directly, write a custom analysis pass, automate something the other ReVa tools don't expose, or persist a `.py` script in Ghidra's scripts directory. Also use when an existing ReVa MCP tool can't do what's needed and the right answer is "drop into PyGhidra for one call." Do NOT use this skill for plain ReVa tool calls that already have a dedicated MCP tool (use that tool instead); do NOT use it to build standalone Python programs that run pyghidra in their own process (the run-script tool runs *inside* the ReVa-hosted Ghidra).
Understand how code works, how a change was done before, and which repos are coupled — to answer a question, plan a code change, debug a regression, or scope a fix, using Qodo managed tools through MCP or the CLI. Use when a task needs to understand a codebase, its history, or how its repos relate — especially for a repo you don't have checked out or work spanning repos — "how does X work", "where is X defined", "who changed X", "explain this service", "plan the change for X", "what would changing X affect", "which repos depend on X", "why did X regress / when did it break", "has this been fixed before", "how did we solve X".
Read and visualize any file—images, video, documents, code, data, 3D models, and more—with MCP tools. Use when the agent needs to inspect file contents or media metadata, crop an image, draw bounding boxes, or save document pages and video frames
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.