Skills
100,344 packaged capabilities and playbooks for agents. Install any of them with one command.
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When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'GTM plan,' 'launch checklist,' or 'launch momentum.' This skill covers phased launches, channel strategy, and ongoing launch momentum.
Use when the user asks to run or continue an autonomous build: turn a goal into an approved plan, dispatch implementation and review agents, and finish with one pull request. The Lead is a provider-neutral orchestrator that makes decisions but never writes code, edits files, runs commands, or reviews its own work.
Build auditable peer-review revision and author-response packages for Light stage 13. Use after receiving reviewer comments, a decision or meta-review; when drafting a rebuttal or response letter; when triaging major/minor revisions; when simulating a pre-submission review; or when a rejection may require a user-chosen 13→3 novelty, 13→5 experiment, or 13→8 writing back-edge. Consumes the selected venue/context and real PDF facts, preserves reviewer wording, atomizes issues, binds claims/evidence/actions/provenance, separates PLANNED from DONE, checks current venue limits without borrowing another venue's rules, and emits the stage-13 gate without changing venue, manuscript, evidence, citations, figures, PDF, or passport automatically.
Plan, draft, review, and operate audience-relevant link outreach campaigns with personalization, subject lines, response handling, tracking, and bulk-send guardrails. Use when writing link outreach emails, pitching resource pages, handling outreach replies, planning blogger or journalist outreach, reviewing subject lines, or managing link acquisition workflows.
Research link-building opportunities by mapping assets to opportunity types, building query libraries, analyzing competitor backlinks, finding scrapeable lists, and expanding prospecting seeds. Use when finding link prospects, creating link prospecting queries, mapping guest post/resource/directory opportunities, or producing a prospect research map before qualification or outreach.
Womaster (Walmart WMTwin) automated login and competitor search tool. Triggers when the user mentions 沃师傅, wmtwin, www.wmtwin.com, Walmart tools, competitor search, or needs to access Womaster website features. Provides automated login, API calls, and competitor search (keyword search, WFS filtering, sales-range filtering), with all data automatically decoded.
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
X-ray scans articles (blog posts, essays, opinion pieces) to extract the real question and cognitive collisions. Use when user shares a non-academic article URL or text for deep structural analysis. Do NOT use for academic papers (use ljg-xray-paper) or books (use ljg-xray-book).
Compile heterogeneous knowledge sources—including documents, notes, web content, transcripts, research materials, and code repositories—into a Karpathy-style, evidence-grounded LLM Wiki with a maintained index; default entity and concept pages; and selective method, comparison, analysis, or instruction-requested summary pages. Use with ov compile to create or incrementally refresh knowledge that is easy for people and agents to retrieve, navigate, and reuse.
Plan, prospect, evaluate, fulfill, and measure local sponsorship campaigns that build local visibility, relationships, and links through events, nonprofits, community organizations, and local publishers. Use when finding local sponsorship link opportunities, evaluating sponsorship packages, building local links through nonprofits or events, measuring sponsorship ROI, or using local relationships for SEO.
Use this skill when writing any code that uses LogTape for logging in JavaScript or TypeScript. Covers getting loggers, the structured message syntax, configuration, library author rules, context, lazy evaluation, testing, and common mistakes to avoid. Trigger whenever the user is adding logging to a project, debugging log output, or integrating LogTape with a framework.
Create, list, and manage macOS Reminders via AppleScript. Use when the user asks to create a reminder, add a to-do, make a task, set a reminder for something, or anything involving Apple Reminders on macOS. Triggers on requests like "remind me to buy milk", "add a to-do to call the dentist", "create a reminder for Friday", "add to my shopping list", "flag this as important". macOS only.
Audits, reviews, and refactors code so many coding agents can change it in parallel without merge conflicts: few shared files, strong boundaries, explicit contracts, fast checks. Use when the user says "make this agent-friendly", or when asked to make code agent-friendly or find where parallel agents will collide. Not for general code review; use reviewing-code.
Manages MATLAB projects for Simulink workflows: path management, file registration, labels, source control configuration, and project lifecycle. Use when creating projects, adding models/dictionaries/requirements to projects, configuring labels for automation, fixing broken model references, or setting up source control for Simulink artifacts.
Analyze nonfiction manuscripts for reader engagement signals, including heading-level word counts, slow starts, long slogs, weak takeaway titles, value pacing, beta-reader comment dropoff, and abandonment risks. Use when auditing a book, guide, manual, course-like draft, or technical manuscript for value density, reader experience, or beta-feedback engagement patterns.
Convert Markdown content into polished image posters. Especially suited to turning podcast summaries and article content into social media sharing images. Fixed 3:4 ratio, supports YouTube video covers as the header image. Trigger phrases: 「转图片」「Markdown 转图片」「生成海报」「生成分享图」「把这个转成图片」.
Convert Markdown documents into professional PDF white papers with an Apple design style. Supports full Markdown syntax (code blocks, tables, quotes, lists, etc.). Automatically generates a cover, table of contents, headers, and footers. Use for technical documents, white papers, tutorials, reports, and other Markdown documents that need professional typesetting
Use this skill for any marketing research, product positioning, copywriting research, or audience profiling task. Triggers include: "research my product", "develop my value proposition", "profile my avatar", "understand my market", "create a unique mechanism", "market awareness", "market sophistication", "ideal customer profile", "ICP research", "positioning research", "copywriting research", "features and benefits", "competitor research", "competitive analysis", or any request to deeply research a product or audience for marketing purposes. Use this skill proactively whenever a user wants to prepare materials for sales copy, landing pages, ads, email sequences, or any persuasion-focused content. If a user says "help me understand my market", "I need to figure out my messaging", "who is my customer", or "what makes my product different", this skill applies immediately.
Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbooks, competitive battlecards, and international market entry guides. Use when developing positioning, planning product launches, creating messaging, analyzing competitors, entering new markets, enabling sales, or when the user mentions product marketing, positioning, GTM, go-to-market, competitive analysis, market entry, or sales enablement.
RF Toolbox and RF Blockset in MATLAB -- S-parameter I/O, network conversions (S/Z/Y/ABCD/T/H/G, mixed-mode), cascade/de-embedding, rfbudget analysis, circuit composition, matching networks, amplifier stability, mixer spurs, rational fitting, SI channels, baseband processing, Circuit Envelope simulation. Trigger: sparameters, Touchstone, .s2p, .s4p, rfplot, smithplot, rfparam, rfwrite, zparameters, yparameters, abcdparameters, s2sdd, cascadesparams, deembedsparams, rfbudget, noise figure, OIP3, IIP3, amplifier, modulator, nport, rffilter, attenuator, seriesRLC, shuntRLC, lcladder, txline, circuit, setports, clone, matchingnetwork, stabilityk, stabilitymu, powergain, gammams, gammaml, mixerIMT, OpenIF, rational, rationalfit, stepresp, txlineWRLGC, rf.Amplifier, rf.Mixer, rf.Filter, rf.Sparameter, rfsystem, RF Blockset.
Simulate Bluetooth system-level networks using the Bluetooth Toolbox. Use this skill for any Bluetooth topology: BLE ACL (Asynchronous Connection-Less) data connections, CIS (Connected Isochronous Stream) and LE Audio for stereo speakers or hearing aids, BLE GAP (Generic Access Profile) connection establishment with advertising and scanning, Classic BR/EDR piconets with ACL data and SCO (Synchronous Connection-Oriented) voice links, and BLE+BR/EDR coexistence with adaptive frequency hopping. Covers bluetoothLENode, bluetoothNode, bluetoothLEConnectionConfig, bluetoothLECISConfig, bluetoothLEGAPConfig, bluetoothConnectionConfig, configureConnection, kpi (), updateChannelList, and all Bluetooth statistics.
Use when writing, solving, or debugging MATLAB optimization code — formulating problems (optimproblem, optimvar, fcn2optimexpr), selecting and configuring solvers (fmincon, linprog, quadprog, intlinprog, lsqnonlin, ga, surrogateopt, optimoptions), or validating results (exitflag, convergence, constraint violations). Covers problem-based and solver-based approaches, solver tuning, and solution verification.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
When the user needs to prepare for a meeting, wants a pre-call briefing, needs to process meeting notes into action items, or wants a follow-up email drafted. Triggers: 'prep for a meeting,' 'I have a call with,' 'meeting with,' 'write a follow-up,' 'meeting notes,' 'debrief,' 'action items from.' Works for sales calls, investor meetings, board meetings, team meetings, podcast appearances, partner calls — any meeting.
Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.
Hard gate before merging into a protected branch: run Parts A→B→C→R→D (OpenSpec archive association, rebase/conflict pre-check, coverage preference, pr-code-review with content-matched depth via pr-review-gate (unset ≡ auto), squash decision from commit quality + tip-pin merge). Do NOT merge while an associated OpenSpec change is still active; do NOT skip on a direct \"merge MR\" command; do NOT auto-select squash when two viable strategies exist — ask with a commit-quality recommendation; a single-commit or single-permitted-strategy MR concludes without prompting; after merging, sync the local workspace onto the resolved target branch. Triggers — 「合并 tip」「merge tip」「合并纪律」「push 后合并」「archive 合入」「合并前门控」「rebase 检查」「冲突预检」「合并前 rebase」「先 archive 再 merge」「合并前 code-review」 / merge discipline, archive-before-merge, rebase pre-check, coverage gate, pr code review before merge.
Loads a fitted Meridian model and runs budget optimization scenarios. Use when the user wants to load a saved model and find the optimal budget allocation or target ROI spending. Don't use for visualizing model performance (use meridian-result-visualization) or building/fitting the model (use meridian-model-building).
Generates Scenario Planner data from a fitted Meridian model and exports it for Looker Studio dashboard creation via Colab handoff. Use when the user wants to generate scenario planning data, budget grids, or Looker Studio dashboards from a saved model. Don't use for visualizing model results (use meridian-result-visualization) or running standard budget optimization (use meridian-budget-optimization).
Analyze the structure of a 1C metadata object from an XML dump — реквизиты, tabular sections, forms, движения, types. Use to study object structures (instead of reading XML-файлы directly) and as a preparatory step when writing queries and code that works with objects
Draft or revise the method (approach / model / framework) section of a research paper. Use whenever the user needs to write or improve this section — including phrasings like "write my method section", "how do I describe my model", "my method section is too long / too vague / too dense", "how much detail do I need", "how do I present the algorithm", "write the approach section", or "explain my method clearly". Also use when the notation is inconsistent, the section jumps between abstraction levels, or reviewers complained the method is hard to follow. If the paper's overall argument is not yet stable, use paper-argument-planner first. If the abstract and introduction are not yet written, use abstract-and-intro-writer first.
Check Module Federation shared dependency configuration: detect shared/externals conflicts, antd/arco transformImport blocking shared deps, and multiple versions of the same shared package in build artifacts. Use when shared dependencies fail to be shared, or host and remote load duplicate instances of a library.
Design predictive maintenance strategies using sensor data, ML models for remaining useful life (RUL), and the P-F curve framework. Use this skill when the user needs to reduce unplanned downtime, transition from reactive to predictive maintenance, evaluate sensor/IoT investments, or estimate equipment failure probability — even if they say 'machines keep breaking down', 'when will this equipment fail', 'should we invest in IoT sensors', or 'reduce unplanned downtime'.
Create Minecraft 3D models (Java/Bedrock) — generate a vanilla-Minecraft design and three-view reference with an image model, then build, texture, and animate the model directly in Blockbench through the Blockbench MCP server. Use when the user asks to 做一个 Minecraft 模型 / 生成一格 XXX / 把设计图或三视图建成 Blockbench 模型 / 给模组或资源包添加模型, or any request where a 3D model should be created or edited in Blockbench. Assumes Blockbench MCP is installed and running; if the MCP tools are unavailable, remind the user to install and start Blockbench MCP first.
Guidance for working with the Minecraft Bedrock Script API @minecraft/server module. Use when answering questions about server-side scripting, world/system APIs, events, entities, components, or module versions for Minecraft Creator ScriptAPI.
Migrate a model from the latest vLLM upstream repository into the vllm-plugin-FL project (pinned at vLLM v0.13.0). Use this skill whenever someone wants to add support for a new model to vllm-plugin-FL, port model code from upstream vLLM, or backport a newly released model. Trigger when the user says things like "migrate X model", "add X model support", "port X from upstream vLLM", "make X work with the FL plugin", or simply "/model-migrate-flagos model_name". The model_name argument uses snake_case (e.g. qwen3_5, kimi_k25, deepseek_v4). Do NOT use for models already supported by vLLM 0.13.0 core, or for multimodal-only components that don't need backporting.
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.