Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Implement Syncfusion WPF TaskBar for Windows Explorer-style grouped task panels with collapsible TaskBarItem sections. Use this when building grouped collapsible panels, Windows XP-style sidebars, or expandable action panel sections in WPF. Covers TaskBarItem, GroupMargin, GroupPadding, GroupWidth, GroupOrientation, IsOpened, ButtonSize, and animation speed configuration.
Implement Syncfusion WPF TreeMap (SfTreeMap) control for hierarchical data visualization using nested rectangles. Use this when visualizing large datasets with hierarchical structure, creating heat maps, or displaying proportional data. This skill covers TreeMap configuration, layout algorithms, color mapping, data binding, and interactive features for stock analysis, data categorization, and hierarchical visualization scenarios.
Use test-driven development for behavior-changing feature or fix work, and whenever the user mentions TDD, test-first, red-green-refactor, tracer bullets, integration tests, or public-interface behavior tests. Skip for docs-only, path-only rename, formatting-only, or purely mechanical chores unless explicitly requested.
Direct advanced Three.js camera systems. Use for scale-aware chase rigs, thrust lag, side/orbit cameras, body-relative up vectors, quaternion handoffs, authored cinematic framing, floating origins, pointer-look controls, camera collision constraints, projection ownership, and lifecycle restoration.
Procedural materials for coherent NodeMaterial PBR systems in Three.js WebGPU/TSL. Use when a task needs shared identities across PBR channels, must select UV, array, atlas, or projected mapping, needs footprint-filtered normals and specular AA, or needs dynamic per-instance material state with explicit output ownership.
Thin orchestrator for the end-to-end video localization pipeline. Routes to the four focused sub-skills — /wjs-transcribing-audio, /wjs-translating-subtitles, /wjs-dubbing-video, /wjs-burning-subtitles. Use when the user asks for full localization in one go ("帮我把这个西班牙语视频做成中文字幕+配音", "translate and dub this video", "做完整的本地化"). For any individual step (just transcribe, just translate, just dub, just burn), invoke the sub-skill directly — it's faster and the boundary is cleaner
Use when recording nodes in Iskron — phenomena, kriyas, vimarshas, contours, roles. Triggers: “record,” “fix,” “add a node,” “create a kriya,” “put it in the graph,” create phenomenon, add to graph, iskron_add — and always before iskron_add_*, iskron_batch, or any iskron_update. Also use when unsure which node type, given_as, or modalities to choose. Even a single incorrectly typed record can propagate errors throughout the graph. Distinct from design (paths from goals), weaving (repairing existing structure), and methodology-work (evolving the methodology itself).
Web search, research with citations, and content extraction for bash agents using curl and You.com's REST API. - MANDATORY TRIGGERS: You.com, youdotcom, YDC, web search CLI, livecrawl, you.com API, research with citations, content extraction, fetch web page - Use when: web search needed, content extraction, URL crawling, real-time web data, research with citations
No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity — these platforms have their own patterns, pitfalls, and breaking points. This skill covers when to use which platform, how to build reliable automations, and when to graduate to code-based solutions. Key insight: Zapier optimizes for simplicity and integrations (7000+ apps), Make optimizes for power
Use when running commands inside a Zeabur service container. For one-off database operations such as queries, data cleanup, or migrations (e.g. mongosh, psql, mysql, redis-cli). Use when the user says “exec into container,” “run command in service,” “query database,” “delete from database,” “run mongo command,” “run SQL,” “check files in container,” “debug inside service,” or “shell into service.” Also for container-level debugging such as checking environment variables, files, processes, or connectivity. NOT for deploying databases (use zeabur-template-deploy instead)
Use when you need framework-agnostic Hexagonal architecture guidance for Java projects - ports and adapters boundaries, application core independence, driving and driven adapters, dependency direction, infrastructure leakage detection, optional architecture tests, and evidence-backed remediation. This should trigger for requests such as Review Hexagonal architecture; Review ports and adapters boundaries; Enforce dependency direction; Add ArchUnit architecture tests; Detect infrastructure leakage in domain code; Improve ports and adapters boundaries. Part of Plinth Toolkit
Help with modern ABAP SQL features and AMDP (ABAP Managed Database Procedures) including inline declarations, window functions, GROUP BY, HAVING, PRIVILEGED ACCESS, string functions, aggregate expressions, common table expressions (CTE), AMDP classes, AMDP procedures, AMDP table functions, CDS table functions, and AMDP scalar functions. Use when users ask about ABAP SQL, modern SQL, SELECT, window functions, CTE, common table expression, AMDP, SQLScript, AMDP table function, CDS table function, aggregate, GROUP BY, HAVING, UNION, INTERSECT, EXCEPT, PRIVILEGED ACCESS, ABAP SQL expressions, built-in SQL functions, or database procedures. Triggers include "ABAP SQL query", "window function", "CTE", "AMDP", "table function", "GROUP BY", "aggregate", "PRIVILEGED ACCESS", "inline SELECT", or "SQLScript".
Install, configure, and debug AeroSpace on macOS. Use when Codex needs to set up AeroSpace with Homebrew, create or repair ~/.aerospace.toml, configure window movement hotkeys for multi-monitor workflows, diagnose Accessibility or server/config problems, or automate binding tests with the AeroSpace CLI.
Use when someone asks “does this sound AI?”, “check if this is AI-written”, “what gives this away as AI”, “run ai-check on this”, or “score this text”. Also use when reviewing a draft for AI tells before publishing, or when a piece of text reads as suspiciously polished, generic, or pattern-y and the user wants a forensic breakdown of why.
When the user wants to build an AI-powered outreach system, write cold emails, improve deliverability, or scale personalized outreach. Also use when the user mentions 'cold email,' 'cold outreach,' 'outreach automation,' 'Instantly,' 'Smartlead,' 'Clay,' 'email sequences,' 'deliverability,' 'personalization at scale,' 'reply rate,' or 'outreach stack.' This skill covers the complete AI cold outreach system from signal detection through conversion. Do NOT use for technical implementation, code review, or software architecture.
AIBTC Network editorial skill — "Protocol and Infrastructure Updates" signal composition, source validation, and editorial voice guide for aibtc.news correspondents covering API changes, contract deployments, MCP updates, protocol upgrades, bugs, and breaking changes.
Build backends with @alchemy.run/domain (domain-driven design on Effect) - turn requirements into aggregates, commands, events, rejections, views, policies, sagas, projections, streams, queries, external systems and Apis; lay them out in a monorepo (domain / server / web packages, kind-suffixed files); test them with stories; host them on Cloudflare Durable Objects with alchemy; and drive them from a foldkit frontend. Use when designing or changing an @alchemy.run/domain model, adding a building block, wiring hosting or a frontend, or reviewing such code.
Alibaba Cloud Tair (Redis OSS-Compatible) Database AI Assistant. For Tair/Redis instance management, performance diagnostics, memory analysis, hotspot key detection, latency troubleshooting, parameter tuning, connection session analysis. Use when user questions involve Tair, Redis, instance IDs starting with r-, memory analysis, hotspot keys, eviction policy, big key detection, etc.
Use when writing, fixing, or refactoring Android/KMP code in Kotlin — a test-first (RED-GREEN-REFACTOR) foundation plus the Android/KMP test traps: Compose-test dispatching (StandardTestDispatcher default, the two-schedulers trap), semantics-first selectors, choosing the smallest test shape, test-clock vs wall-clock, animation/screenshot determinism, and a `commonTest` name that fails the iOS compile while `jvmTest` stays green.
Draft high-leverage technical/project articles that use a curiosity-gap title, SCQA introduction, story-first narrative, non-arrogant positioning, confidentiality-safe abstraction, and a reusable operating-system takeaway. Use when the user wants to turn a project, achievement, incident, or career story into a publishable long-form article or narrative draft.
Use when Now Playing metadata doesn't appear on Lock Screen/Control Center, remote commands (play/pause/skip) don't respond, artwork is missing/wrong/flickering, or playback state is out of sync - provides systematic diagnosis, correct patterns, and professional push-back for audio/video apps on iOS 18+
Expert knowledge for Azure Data Science Virtual Machines development including troubleshooting, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and deployment. Use when managing DSVM images/tools, IaC deployment (Bicep/ARM), Key Vault secrets, MLflow, or GPU/Jupyter issues, and other Azure Data Science Virtual Machines related development tasks. Not for Azure Virtual Machines (use azure-virtual-machines), Azure Machine Learning (use azure-machine-learning), Azure Databricks (use azure-databricks), Azure HDInsight (use azure-hdinsight).
Expert knowledge for Azure Education Hub development, including troubleshooting, limits, and quotas. Use when managing Azure for Students credits, yearly quotas, renewals, or Dev Tools for Teaching sign-in issues, and for other Azure Education Hub development tasks. Not for Azure Lab Services (use azure-lab-services), Azure DevTest Labs (use azure-devtest-labs), or Azure Virtual Desktop (use azure-virtual-desktop).
Expert knowledge for Azure Impact Reporting development, including troubleshooting, configuration, integrations, and coding patterns. Use when wiring Impact Reporting to Monitor alerts, Logic Apps, Service Health, HPC Guest Health, or diagnostic logs, and for other Azure Impact Reporting development tasks. Not for Azure Carbon Optimization (use azure-carbon-optimization), Cost Management (use azure-cost-management), or Azure Monitor (use azure-monitor).
Expert knowledge for Azure Peering Service development including limits & quotas. Use when validating prefix size, routing setup, BGP config, RPKI status, or AS number requirements, and other Azure Peering Service related development tasks. Not for Azure Internet Peering (use azure-internet-peering), Azure ExpressRoute (use azure-expressroute), Azure Virtual Network (use azure-virtual-network), Azure Virtual WAN (use azure-virtual-wan).
Build a complete visual identity from scratch or refresh one: logo mark and variations (SVG), brand color roles, brand fonts, patterns, favicons/app icons, social avatars, and a brand guidelines page. Use when the user needs the brand itself, not just one ingredient. Trigger phrases: "brand identity", "logo design", "brand guidelines", "visual identity", "brand system", "favicon", "logo variations", "brand pattern", "rebrand". For only a palette use color-palette; only fonts use typography; UI tokens/components use design-system.
Introduces the user to the ai-bro skill set, skill map, and typical workflow. Use only when explicitly invoked with /bro-on-board for a first introduction or to repeat onboarding. Do not use for general questions about the project or the work of other tools
Human-in-the-loop workflow for browser-based sourcing, shortlisting, and next-step preparation across marketplaces and portals. Use when Codex needs to search websites for entities that match user-defined criteria, collect results in a tracker, find each entity's follow-up action page or application form, prefill low-risk fields where appropriate, and stop for human-only steps such as CAPTCHA, OTP, legal acceptance, payment, identity verification, or final submission. Typical triggers include apartment hunting, job search, dating or partner discovery, vendor sourcing, and similar search-then-contact or search-then-apply workflows.
Execute comprehensive web application security testing using Burp Suite's integrated toolset, including HTTP traffic interception and modification, request analysis and replay, automated vulnerability scanning, and manual testing workflows.
Monitor the latest news, announcements, and research reports for stocks in a portfolio in real time. Proactively alert users to major fundamental changes, and support on-demand portfolio updates. Trigger when the user asks about stock news or requests regular portfolio monitoring.
World-class expertise in TCG/CCG design, resource systems, and metagame balance. Use when “card game design, TCG design, CCG design, trading card game, collectible card game, mana curve, deck building, card templating, keyword mechanic, set design, draft format, limited format, card rarity, color pie, faction design, card balance, magic the gathering style, hearthstone style, deckbuilder, card text, rules text, card-game, tcg, ccg, trading-card, collectible-card, deck-building, mana-curve, draft, limited, constructed, set-design, card-templating, mechanics, keywords, rarity, balance” are mentioned.
Three-stage code review protocol covering spec compliance, code quality, and domain integrity. Use this skill whenever the user asks to review code, prepare or check a PR, assess implementation quality, verify code against a spec or acceptance criteria, or audit for security and domain modeling issues. Triggers on: "review this code", "review my PR", "check implementation against spec", "code quality audit", "does this match the requirements", "review for security issues", "check for primitive obsession", "monetary precision review", "review test coverage gaps". Also activates when the user wants structured PASS/FAIL verdicts per requirement, severity-rated findings, or a gated review that blocks on critical issues. NOT for: style/formatting linting, debugging runtime errors, writing new code, or automated CI checks.
When the user wants to turn content into revenue, build a content-led GTM motion, reverse engineer distribution, or repurpose content across platforms. Also use when the user mentions 'content marketing,' 'content-led growth,' 'content to pipeline,' 'distribution,' 'content repurposing,' 'content strategy,' 'thought leadership,' 'newsletter,' 'content flywheel,' 'organic growth.' This skill covers content-to-revenue systems from creation through pipeline attribution. Do NOT use for technical implementation, code review, or software architecture.
Expert in managing the "Memory" of AI systems. Specializes in Vector Databases (RAG), Short/Long-term memory architectures, and Context Window optimization. Use when designing AI memory systems, optimizing context usage, or implementing conversation history management.
Master orchestrator that chains all Remotion video creation skills together in a single automated pipeline. Takes a creative brief and produces a complete, production-ready Remotion video project. Use when starting a new video from scratch, when asked to “create a video”, “make a video”, “build a complete video”, or “video from idea to code”
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.