Skills
99,719 packaged capabilities and playbooks for agents. Install any of them with one command.
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Run linting and formatting checks. Use when user asks to "run linter", "/lint", "check linting", "fix lint errors", or requests code linting/formatting. Don't use for the full format/type/test pass (use /validate-code) or for installing commit-time hooks (use /setup-pre-commit).
Build a terminal-style, always-running animated architecture diagram (a "live panel") from a JSON config and render it to an mp4. Use when the user wants a system, agent or org architecture diagram that looks like a monitoring dashboard in a terminal window - fixed layout, glowing packets on the wires, scrolling log, counters, bars that flip state - as a screen-recording-style video or a live web page, instead of a static picture or a step-by-step reveal. 中文：当用户要做"活的"架构图、agent 树或系统监控面板风格的动画（mp4 视频或循环网页）时使用——终端里一直在跑的监控面板外观，固定布局、线上流动的数据包、滚动日志、翻转的计数器和状态条；不是静态图，也不是分步演示。
Comprehensive logging and observability patterns for production systems including structured logging, distributed tracing, metrics collection, log aggregation, and alerting. Triggers for this skill - log, logging, logs, trace, tracing, traces, metrics, observability, OpenTelemetry, OTEL, Jaeger, Zipkin, structured logging, log level, debug, info, warn, error, fatal, correlation ID, span, spans, ELK, Elasticsearch, Loki, Datadog, Prometheus, Grafana, distributed tracing, log aggregation, alerting, monitoring, JSON logs, telemetry.
Logo design principles and AI image generation best practices for creating logos. Covers logo types, prompting techniques, scalability rules, and iteration workflows. Use for: brand identity, startup logos, app icons, favicons, logo concepts. Triggers: logo design, create logo, brand logo, logo generation, ai logo, logo maker, icon design, brand mark, logo concept, startup logo, app icon logo
The user needs to see through accounting figures and understand the true economic earnings of a business or portfolio. Especially suited to assessing earnings quality, the reality of capital expenditure, and EBITDA's misleading nature. Language signals: "this company has high profits" / "what is EBITDA" / "does depreciation count as a cost" / "why are free cash flow and profit different" Not applicable to: purely qualitative decisions that require no financial analysis.
Expert in creating rich backstories, fictional universes, and ARGs (Alternate Reality Games). Covers world-building, mystery construction, community-driven storytelling, and transmedia narratives. Knows how to create depth that rewards exploration without overwhelming. Use when "lore, world building, backstory, ARG, mythology, fictional universe, hidden story, deep canon" mentioned.
Convert Markdown documents to professionally typeset PDF files with reportlab. Handles CJK/Latin mixed text, fenced code blocks, tables, blockquotes, Obsidian callouts, inline images, emoji fallback, LaTeX-style formulas, cover pages, clickable TOC, PDF bookmarks, watermarks, and page numbers. Supports multiple color themes (Configurable Academic, Nord, GitHub Light, Solarized, etc.) and is battle-tested for Chinese technical reports. Use this skill whenever the user wants to turn a .md file into a styled PDF, generate a report PDF from markdown, or create a print-ready document from markdown content — especially if CJK characters, code blocks, or tables are involved. Also trigger when the user mentions "markdown to PDF", "md2pdf", "any2pdf", "md转pdf", "报告生成", or asks for a "typeset" or "professionally formatted" PDF from markdown source.
Generate images via multiple mechanisms. Supports: (1) End-to-end AI generation via Gemini/ZenMux — given a prompt, directly output an image. (2) Code-based rendering — generate HTML/React single-file, render to PNG via Playwright. (3) Prompt engineering — generate optimized prompts for external models (nano-banana-pro, etc.). Trigger words: image, generate image, 生图, render, poster, 海报, banner, card, 卡片
Preventive maintenance schedules for MNMUK machine shop equipment. Covers DMG MORI, CITIZEN, MITSUBISHI EDM, Haas, and support equipment. USE WHEN user asks 'PM schedule', 'maintenance', 'service due', 'machine maintenance', 'what maintenance', or 'TPM checklist'.
End-to-end UGC video in one call. Provide EITHER a text description of the person, OR a portrait URL (R2-hosted), OR an uploaded image. The pipeline auto-generates the missing portrait, builds a character sheet, and produces a 5/10/15s vertical selfie video with native lip-synced audio of your script.
CRITICAL: Use for Makepad 2.0 DSL syntax and property system. Triggers on: makepad dsl, script_mod!, makepad syntax, makepad property, makepad 2.0 syntax, colon syntax, merge operator, named instance, let binding, mod.widgets, register_widget, script_component, type_default, widgets_internal
CRITICAL: Use for Makepad 2.0 event and action handling. Triggers on: makepad event, makepad action, MatchEvent, handle_event, handle_actions, on_click, on_render, on_return, on_startup, script_eval!, script_apply_eval!, button clicked, text changed, slider changed, checkbox toggled, Hit, FingerDown, FingerUp, KeyDown, KeyUp, Focus, ids!, TextCopy, TextCut, SelectionHandleDrag, PopupDismissed, clipboard, selection, IME, ImeAction, popup window events, video inputs, camera events, 事件, 动作, 点击, 输入, 回调, 交互, 事件处理, 剪贴板, 选择, 弹出窗口
CRITICAL: Use for Makepad 2.0 layout system. Triggers on: makepad layout, makepad width, makepad height, makepad flex, makepad flow, makepad padding, makepad margin, makepad spacing, makepad align, makepad sizing, Fill, Fit, Inset, Flow.Down, Flow.Right, ScrollXView, ScrollYView, 布局, 对齐, 间距, 填充, 排版, 滚动视图, 尺寸, 宽度, 高度
CRITICAL: Use for Makepad 2.0 shader system. Triggers on: makepad shader, Sdf2d, pixel shader, draw_bg, draw_text, draw_quad, makepad gpu, shader function, pixel fn, vertex fn, instance, uniform, shader variable, sdf, premultiply, Pal.premul, GaussShadow, makepad graphics, custom draw, DrawQuad, DrawVector, 着色器, 像素, 渲染, 自定义绘制, 距离场
CRITICAL: Use for Makepad 2.0 Splash scripting language. Triggers on: splash language, makepad script, script_mod!, makepad scripting, splash 脚本, makepad 2.0 script, mod.state, on_render, script_eval, streaming evaluation, splash syntax, splash vm, let binding, splash functions, hot reload, live reload, ScriptModKey, script_mod_overrides, checkpoint, incremental parsing, canvas splash, POST splash, fn tick, on_audio, set_text, tab switching, 音乐播放器, token monitor, driver script, audio API, 热重载, 脚本引擎, 增量解析
Manages existing Grafana dashboards via gcx: list, search, get, audit panels, queries, datasources, and variables; apply a finished manifest; delete; versions and restore; pull/push/validate files; folders; PNG snapshots. Not for new dashboards, panels, or variables (use create-dashboard).
Prioritize and drive remediation of a vulnerability backlog by real risk, not raw CVSS — combining severity with exploitation signals (EPSS, CISA KEV), asset exposure and business context, using SSVC-style decisions, distinguishing reachable from merely present, and tracking remediation and exceptions. Use when triaging scanner output, deciding what to patch first, building a risk-based vulnerability management process, or explaining why a critical CVE is not the top priority.
MANTIS v6.0.0 — Slipstream (Cross-Asset Catchup Hunter), senpi_runtime_helpers migration. Plumbing-only flip from openclaw cron + mcporter subprocess + in-Python state to in-process SenpiClient (direct HTTPS for MCP, direct HTTP POST to runtime /signals, long-lived producer_daemon). Thesis preserved verbatim from v5.0: when BTC (or another leader) makes a significant 4h move and a correlated alt hasn't responded yet, Mantis strikes the alt before the catchup completes. Confidence-tier sizing preserved. Leader-reversal veto NOW WORKS (v5.0 was silent no-op).
Convert various file formats (PDF, Office documents, images, audio, web content, structured data) to Markdown optimized for LLM processing. Use when converting documents to markdown, extracting text from PDFs/Office files, transcribing audio, performing OCR on images, extracting YouTube transcripts, or processing batches of files. Supports 20+ formats including DOCX, XLSX, PPTX, PDF, HTML, EPUB, CSV, JSON, images with OCR, and audio with transcription.
Compute aerospace environment properties including atmosphere (ISA, COESA, NRLMSISE-00, non-standard, CIRA), gravity (spherical harmonic, WGS84, zonal, centrifugal), horizontal wind (HWM), magnetic field (WMM, IGRF), geoid height, geocentric radius, space weather data, planetary ephemeris, Earth orientation (polar motion, nutation, delta-UT1, CIP). Use when computing atmospheric density, temperature, pressure, gravity vectors, wind profiles, magnetic field components, geoid undulation, solar flux indices, planet positions, or Earth orientation parameters for aerospace vehicle analysis, spacecraft environment modeling, or navigation corrections.
End-to-end finite element analysis in MATLAB PDE Toolbox — geometry creation, model setup, solve, and post-processing in one skill. Use when building geometry from primitives or file import, setting up femodel with BCs/loads/materials, solving thermal/structural/EM problems, and extracting or visualizing results. Covers fegeometry, multicuboid, multicylinder, multisphere, decsg, boolean ops, mesh generation, femodel, all AnalysisTypes (thermalSteady, thermalTransient, structuralStatic, structuralTransient, structuralModal, structuralFrequency, electrostatic, magnetostatic, dcConduction, harmonic EM), materialProperties, faceBC, faceLoad, cellLoad, vertexLoad, solve, interpolation, von Mises stress, principal stress, reaction forces, heat flux, pdeplot3D visualization. Triggers on: PDE Toolbox, finite element, FEA, thermal analysis, structural analysis, electromagnetic analysis, femodel, mesh, boundary conditions, stress, displacement, heat transfer, post-processing.
Writes data from MATLAB to relational databases and performs database operations. Use when writing data with sqlwrite, updating rows with sqlupdate, executing SQL with execute, running stored procedures, managing transactions with commit/rollback, creating tables, or using SQL prepared statements.
MatrixScan AR (Barcode AR, BarcodeAr) — scanning multiple barcodes at once with AR highlights and annotations over tracked barcodes in Android (Kotlin/Java) projects. Use for integration, scan settings, tracked-barcode handling, highlight and annotation providers, SDK version migration, or troubleshooting.
Add authentication to .NET MAUI apps. Covers WebAuthenticator for generic OAuth 2.0 / social login, and MSAL.NET for Microsoft Entra ID (Azure AD) with broker support (Microsoft Authenticator), token caching, Conditional Access, platform-specific setup (Android, iOS, Windows), DelegatingHandler for bearer token API calls, and Blazor Hybrid integration. USE FOR: "add authentication", "OAuth login", "MSAL.NET", "social login", "WebAuthenticator", "Entra ID MAUI", "Azure AD login", "Google login MAUI", "Apple login MAUI", "token caching", "bearer token", "sign in". DO NOT USE FOR: secure local storage of tokens (use maui-secure-storage), Aspire-specific auth setup (use maui-aspire), or server-side Entra ID provisioning (use entra-id-aspire-provisioning).
Guidance for custom drawing with Microsoft.Maui.Graphics, GraphicsView, canvas drawing operations, shapes, paths, text rendering, image drawing, shadows, clipping, and canvas state management. USE FOR: "custom drawing", "GraphicsView", "canvas drawing", "draw shapes", "draw path", "draw text", "ICanvas", "IDrawable", "shadows", "clipping", "Microsoft.Maui.Graphics". DO NOT USE FOR: view animations (use maui-animations), gesture handling on drawn elements (use maui-gestures), or app icons (use maui-app-icons-splash).
.NET MAUI safe area and edge-to-edge layout guidance for .NET 10+. Covers SafeAreaEdges property, SafeAreaRegions enum, per-edge control, keyboard avoidance, Blazor Hybrid CSS safe areas, migration from legacy APIs, and platform-specific behavior for Android, iOS, and Mac Catalyst. USE FOR: "safe area", "edge-to-edge", "SafeAreaEdges", "SafeAreaRegions", "keyboard avoidance", "notch insets", "status bar overlap", "iOS safe area", "Android edge-to-edge", "content behind status bar". DO NOT USE FOR: general layout or grid design (use maui-collectionview), app lifecycle handling (use maui-app-lifecycle), or theming (use maui-theming).
Run a full McKinsey-level market research and strategy analysis using 12 specialized prompts. Use when: market research, competitive analysis, business strategy, TAM analysis; customer personas, pricing strategy, go-to-market plan, financial modeling; risk assessment, SWOT analysis, market entry strategy, comprehensive business analysis; or Arabic requests such as بحث سوق, تحليل استراتيجي, تحليل منافسين, دراسة جدوى, خطة عمل, “حلل لي السوق” for business entry or investment decisions. Do not use when: the user wants a quick opinion on a business idea (just answer directly); product recommendations or shopping (use personal-shopper); content strategy for social media (use viral-equation); simple web search for company info (use web_search directly); comparing products to buy (use personal-shopper); briefly analyzing a single competitor (just answer directly). Edge cases: “حلل لي السوق” for a specific product to buy → personal-shopper, not this skill; for business entry → this skill. “وش أفضل منتج” → personal-shopper. “وش حجم سوق X” → this skill. “قارن لي بين منتجين” → personal-shopper. “قارن لي بين شركتين” as competitors → this skill. “دراسة جدوى مشروع” → this skill. “أبغى أفتح مشروع” → this skill (full analysis). “أبغى أشتري لابتوب” → personal-shopper (purchase, not business). Inputs: business description, industry, target customer, geography, financials (optional). Tools: sessions_spawn (sub-agents), web_search, web_fetch. Output: complete strategy report saved to artifacts/research/{date}-{slug}.html. Success: the user gets 12 consulting-grade analyses synthesized into one actionable report.
Model Context Protocol (MCP) server development and tool management. Languages: Python, TypeScript. Capabilities: build MCP servers, integrate external APIs, discover/execute MCP tools, manage multi-server configs, design agent-centric tools. Actions: create, build, integrate, discover, execute, configure MCP servers/tools. Keywords: MCP, Model Context Protocol, MCP server, MCP tool, stdio transport, SSE transport, tool discovery, resource provider, prompt template, external API integration, Gemini CLI MCP, Claude MCP, agent tools, tool execution, server config. Use when: building MCP servers, integrating external APIs as MCP tools, discovering available MCP tools, executing MCP capabilities, configuring multi-server setups, designing tools for AI agents.
Ideate novel mechanism angles for a product claim or result — the "M" in RMBC. Use when you need unique, specific explanations of WHY a product delivers its promised outcome. Branches for supplements, e-commerce, and info products.
Mechanism-level write path for a remindb MCP server. Two ways to persist memory by content shape — structural/multi-part content as a source file under $REMINDB_SOURCE (compile plane → parsed node tree), a single text update via MemoryWrite (flat node, no parsing) — plus MemorySummarize/MemoryForget/MemoryRollback/MemoryPin/MemoryRelate. Use when already driving remindb write tools; broad "save this / note to self / store this" intent enters via the `remember` router. Pair with `remind` for reads.
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.