Skills worth trusting.
Agent skills from Anthropic, OpenAI, skills.sh, ClawHub, SkillsMP and other reputable sources. Savant scans each one with NVIDIA SkillSpector and evaluates it live, with an LLM drafting and running test cases and Jev validating and scoring them. Workspaces import any skill into their own repositories through a reviewed pull request. Every listing on each hub is enumerated; packages are fetched, scanned and evaluated most-popular first as daily capacity allows.
seo-cluster
Cluster keywords by SERP overlap and design hub-and-spoke content architecture with internal links. Use for planning only; use the blog-cluster command to execute article production.
platform-metadata-api-context-get
REQUIRED companion for Salesforce metadata generation — load this schema/API-context skill in the SAME turn as ANY metadata generator (if you load a generator, you ALSO load this). Use whenever you create, generate, edit, or author metadata or a *-meta.xml file (custom object, field, flow, and 604 Metadata API types): it gives authoritative schema, required flags, and XML structure so files deploy cleanly. Trigger on *-meta.xml, metadata schema, api context. DO NOT use for SOQL, DML, runtime sObject access, or Tooling API records.
scholar-evaluation
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback. Use when evaluating academic or scientific work — papers, proposals, methods sections, or evidence quality — against a repeatable rubric.
winmd-api-search
Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls, AI/ML, sensors, networking, etc. Discovers the right API for a task and retrieves full type details (methods, properties, events, enumeration values).
clean-code
Write readable, maintainable code through disciplined naming, small functions, and clean error handling. Use when the user mentions "clean up this code", "this function is too long", "code smells", "naming conventions", "boy scout rule", "single responsibility", or "unit test quality". Also trigger when reviewing a pull request for readability, untangling a messy function, debating comment styles, or improving error-handling patterns. Covers SRP, comment discipline, formatting, and unit testing. For refactoring techniques, see refactoring-patterns. For architecture and dependency rules, see clean-architecture.
architect
Run /architect when choosing between approaches, designing a feature or page, picking a tech stack, or when /develop says a decision is owed, anytime a load bearing technical decision is unmade. Asks deep questions, recommends an answer, and writes a build spec to docs/specs/. Owns all spec files.
pubmed-database
Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literature monitoring. Use when a task needs biomedical literature from PubMed rather than general web search.
rust-engineer
Writes, reviews, and debugs idiomatic Rust code with memory safety and zero-cost abstractions. Implements ownership patterns, manages lifetimes, designs trait hierarchies, builds async applications with tokio, and structures error handling with Result/Option. Use when building Rust applications, solving ownership or borrowing issues, designing trait-based APIs, implementing async/await concurrency, creating FFI bindings, or optimizing for performance and memory safety. Invoke for Rust, Cargo, ownership, borrowing, lifetimes, async Rust, tokio, zero-cost abstractions, memory safety, systems programming.
ui-to-vue
Use when the user has UI screenshots or design exports that need batch conversion into Vue 3 components, especially with Vant, Element Plus, or Ant Design Vue.
incidentio-cli
Invoke the `incidentio` CLI to drive the incident.io API — incidents, actions, follow-ups, alerts/alert sources/routes, escalations & on-call schedules, catalog (types/entries/resources), custom fields, severities, incident types/roles/statuses/timestamps, status pages (including creating and managing public pages, components, layout, subscribers, templates), workflows, users, teams, API keys, heartbeats, maintenance windows, and settings. Uses the public Bearer API (OpenAPI-generated commands) plus internal dashboard (cookie) commands generated from captured HARs, hand-curated internal endpoints, and a `raw` escape hatch for any un-codified path. Use whenever a task needs incident.io data or actions, such as "list our incidents", "create an incident", "show the on-call schedule", "build or manage a status page", "list status page subscribers", "tune a dashboard setting", or "hit an internal dashboard endpoint".
wecomcli-doc-manage
企业微信文档公共管理：搜索文档（最近浏览/创建）、文档改名、添加文档成员权限、设置文档加入规则。适用于所有文档类型（doc文档 / 在线表格 / 智能表格 / 智能文档）。新建或导入doc文档请使用 wecomcli-doc；新建或导入在线表格请使用 wecomcli-sheet；智能表格内容 CRUD 请使用 wecomcli-smartsheet；生成智能文档请使用 wecomcli-smartpage。"看过哪些文档/浏览历史"类需求走本技能，不要走 wecom_get_user_memory。
cheap-gas-nearby
Use when the user asks for nearby cheapest gas stations or 근처 가장 싼 주유소. Always ask the user's current location first, then use Kakao Map anchor resolution plus official Opinet fuel-price APIs.
wecomcli-disk
企业微信微盘（Disk / 网盘）文件操作技能。承接"微盘 / 网盘"里的文件列出、搜索、读取元信息、上传、下载、重命名、新建文件夹操作。用户明确提到"微盘"/"网盘"/"共享空间"时必须先读取本技能获取完整指引，不得凭记忆处理。用户说"上传到微盘"、"帮我在微盘里搜一下 xxx"、"微盘那个 PPT 在哪"、"下载微盘那个文件"、"把微盘那个文件重命名成 xxx"、或直接给出 `https://drive.weixin.qq.com/s?k=...` 形式的微盘文件链接时使用本技能。与 `wecomcli-doc` / `wecomcli-sheet` / `wecomcli-smartsheet` / `wecomcli-smartpage` 的区别：本技能处理微盘里所有文件（含在线文档）的搜索/列表/基础信息/位置/路径/重命名等文件级操作；在线文档（`doc/sheet/smartsheet/smartpage` 类型）的内容读写走对应文档技能，不由本技能接管。当用户问「这个文档在微盘哪里」或问某文件在微盘的位置时，由本技能用 get 返回空间名/文件夹名/路径等元信息。
wecomcli-email
企业微信邮件：发送/回复/转发邮件、搜索邮件列表、获取邮件详情（正文、附件、内嵌图片解析），支持通过邮件发送日程邀约和会议预定。当用户涉及内部邮件收发、邮件查询、邮件管理等需求时使用。注意：日程和会议有单独的技能，仅当用户明确提到"邮箱"或"邮件"时（如"通过邮箱发送会议邀请"、"发封会议邮件"），才使用本技能处理会议日程邮件。
game-developer
Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance. Invoke to implement ECS architecture, configure physics systems and colliders, set up multiplayer networking with lag compensation, optimize frame rates to 60+ FPS targets, develop shaders, or apply game design patterns such as object pooling and state machines. Trigger keywords: Unity, Unreal Engine, game development, ECS architecture, game physics, multiplayer networking, game optimization, shader programming, game AI.
wecomcli-calendar
企业微信日程管理。当用户需要预约日程、预订会议室、查看/更新/取消日程或查忙闲时触发。本技能负责『日程』——即不含在线会议链接的安排（也涵盖纯线下面对面碰头）；若用户要的是『在线会议』（含会议号/入会链接、可远程或视频参会），改用 wecomcli-meeting 技能。用户仅说'开会/约个会/某会'等、未明确要创建的是日程还是在线会议时，必须先读取本技能并按其中的消歧流程向用户追问确认后再处理，不可臆断直接创建。
browser
Automate web browser interactions using natural language via CLI commands. Use when the user asks to browse websites, navigate web pages, extract data from websites, take screenshots, fill forms, click buttons, or interact with web applications. Supports remote Browserbase sessions with Browserbase Identity, Verified browsers, automatic CAPTCHA solving, and residential proxies — ideal for protected websites and JavaScript-heavy pages.
fastapi-expert
Use when building high-performance async Python APIs with FastAPI and Pydantic V2. Invoke to create REST endpoints, define Pydantic models, implement authentication flows, set up async SQLAlchemy database operations, add JWT authentication, build WebSocket endpoints, or generate OpenAPI documentation. Trigger terms: FastAPI, Pydantic, async Python, Python API, REST API Python, SQLAlchemy async, JWT authentication, OpenAPI, Swagger Python.
olive-young-search
upstream daiso CLI를 사용해 올리브영 매장 검색, 상품 검색, 재고 확인을 조회한다. 돌쇠에서는 공식 표면을 통한 후속 액션까지 진행한다.
ljg-read
用《学习观》的「下上结构」讲透用户提供的文本：从具体情境接通概念、判别依据与有条件的关系，让读者理解原意并能迁移判断；默认直接在对话中展示。USE WHEN 用户说「伴读」「陪我读」「读这篇」「讲透这段」「read with me」或提供文本希望深入浅出地讲解。NOT FOR 单纯翻译、整本书拆解或只画概念地图。
korea-weather
한국 날씨를 기상청 단기예보 조회서비스와 프록시 경유로 조회해 요약한다.
pixijs
Use this skill first for ANY PixiJS v8 task; it routes to the right specialized skill for the job. Covers the full PixiJS surface: Application setup, the scene graph (Container, Sprite, Graphics, Text, Mesh, ParticleContainer, DOMContainer, GifSprite), rendering (WebGL/WebGPU/Canvas, render loop, custom shaders, filters, blend modes), assets, events, color, math, ticker, accessibility, performance, environments, migration from v7, and project scaffolding. Triggers on: pixi, pixi.js, pixijs, PixiJS, v8, Application, app.init, Sprite, Container, Graphics, Text, Mesh, ParticleContainer, DOMContainer, GifSprite, Assets, Ticker, renderer, WebGL, WebGPU, scene graph, filter, shader, blend mode, texture, 3D texture, depth slice, layer, storage texture, BitmapText, create-pixi, how do I draw, how do I render, how do I animate in pixi.
korean-stock-search
Use k-skill-proxy to search Korean listed stocks, inspect KRX base information, and fetch daily trade snapshots without asking the user to issue a KRX API key.
platform-flexipage-generate
Use when users create, generate, modify, or validate Salesforce Lightning pages (FlexiPages). Trigger on RecordPage, AppPage, HomePage, Lightning pages, adding components to a page, page customization (e.g. 'customize the record page'), or .flexipage-meta.xml files (regions, components, deployment errors). DO NOT TRIGGER for Visualforce pages, page layout assignments in the UI, UI Bundle/Experience Cloud site pages, or Aura/Lightning Web Component development without FlexiPage context.
troubleshooting-application-failures
Troubleshoots failing applications by discovering and analyzing CloudWatch log groups to identify error patterns, root causes, and actionable solutions. Use when an application is experiencing failures and log-based diagnosis is needed.
bunjang-search
번개장터 검색, 상세조회, 찜, 채팅, 대량 수집, AI TOON export를 bunjang-cli로 안내한다. 돌쇠에서는 공식 표면을 통한 후속 액션까지 진행한다.
agentforce-generate
Build, modify, audit, repair, optimize, debug, and deploy agents with Agentforce Agent Script. TRIGGER when: user creates, reviews, or changes .agent files or aiAuthoringBundle metadata; asks to fix AgentScript, audit an existing agent, run an AgentScript health check, common-pitfall review, or baseline-versus-candidate repair loop; changes a response, action, subagent, route, state flow, or Agent Spec; previews, debugs, deploys, publishes, or tests agents; uses sf agent generate/preview/publish/test; or manages Agentforce MCP servers, tools, assets, or authentication. DO NOT TRIGGER when: Apex, Flow, Prompt Template, Experience Cloud, or general Salesforce CLI work is unrelated to Agent Script; or the primary input is a production session or trace ID rather than an agent artifact.
han-river-water-level
한강홍수통제소 기반 현재 수위/유량을 관측소명 또는 관측소코드로 조회한다. 기본 경로는 k-skill-proxy의 han-river water-level endpoint다.
lck-analytics
Riot 공식 LoL Esports 데이터와 Oracle's Elixir 스타일 historical 데이터로 LCK 경기 결과, 현재 순위, live turning point, 밴픽 matchup/synergy, patch meta, 팀 파워 레이팅을 조회한다.
joseon-sillok-search
Search Joseon Dynasty Annals records from the official sillok.history.go.kr site with keyword search plus optional king/year narrowing.
ui-skills-root
Use before UI-related work to select the smallest useful UI Skills context through the ui-skills CLI.
browser-automation
Vision-driven browser automation using Midscene. Operates from screenshots — no DOM or accessibility labels needed. Runs in headless Puppeteer — does NOT take over the user's mouse or keyboard. Also supports CDP mode and Bridge mode to connect to an existing Chrome. Use this skill when the user wants to: - Browse, navigate, or open web pages - Scrape, extract, or collect data from websites - Fill out forms, upload local files, click buttons, or interact with web elements - Verify, validate, test, or QA frontend UI behavior - Take screenshots of web pages - Automate multi-step web workflows - Test what was just built, see if it works in browser - Connect to Chrome via CDP, DevTools Protocol, or remote debugging - Connect to user's Chrome browser, control my browser, operate my Chrome Powered by Midscene.js (https://midscenejs.com)
network-config-validation
Pre-deployment checks for router and switch configuration, including dangerous commands, duplicate addresses, subnet overlaps, stale references, management-plane risk, and IOS-style security hygiene. Use when reviewing a router or switch configuration before deployment.
homelab-wireguard-vpn
WireGuard VPN server setup, peer configuration, key generation, split tunneling vs full tunnel routing, and remote access to a home network from mobile and laptop clients. Use when setting up WireGuard for remote access to a home network, or deciding between split and full tunnel routing.
rails-expert
Rails 7+ specialist that optimizes Active Record queries with includes/eager_load, implements Turbo Frames and Turbo Streams for partial page updates, configures Action Cable for WebSocket connections, sets up Sidekiq workers for background job processing, and writes comprehensive RSpec test suites. Use when building Rails 7+ web applications with Hotwire, real-time features, or background job processing. Invoke for Active Record optimization, Turbo Frames/Streams, Action Cable, Sidekiq, RSpec Rails.
sales-radar
Builds and maintains a personalized watch list of sales information sources - podcasts, newsletters, communities, benchmark reports, and sales people to follow - matched to the user's role, market, and time budget, shipped as a dated verified-source snapshot with per-source status and a freshness check that catches rebranded or dead sources. Covers B2B SaaS and B2C high-ticket as separate ecosystems. Use whenever the user mentions sales newsletters, sales podcasts, who to follow in sales, sales communities, staying current in sales, or refreshing a reading list, even without the word radar. Do NOT use for career or interview prep (mbfinotti/sales-skills@sales-career).
slack-workflows
Slack automation and workflow builder - notifications, standup bots, approval flows, and cross-platform integrations
k-skill-cleaner
Interview the user and inspect coding-agent skill trigger counts to recommend unused K-skills for removal.
cmux-release
cmux release workflow, version bumping, changelog updates, pretag guard, release tags, and release asset expectations. Use when preparing or troubleshooting a cmux release.
pr-writer
Create or refresh reviewer-facing PR titles and descriptions. Use when opening a PR, updating its title or body, or preparing branch changes for review.
competitive-intelligence
Competitive analysis two ways - the in-deal play against a named competitor, and win/loss patterns, competitor mentions, and battlecards across the book. Use when the user asks "competitive intel", "research competitors", "how do we compare to [competitor]", "what's new with [competitor]", "battlecard for [competitor]", "how do we beat [competitor]", "what's the play against [competitor] in [deal]", "where are we losing to [competitor]", "win/loss patterns", "competitive analysis", "refresh the battlecards", or on a weekly schedule.
implement-in-app-purchases
Implements, configures, and debugs Unity In-App Purchases, including subscriptions, receipt validation, and direct-to-customer payments via Stripe or Coda. Use when asked about real-money purchases or microtransactions, or migrating from native store billing, RevenueCat, Adapty, Essential Kit, or UniPay.
hr-automation
HR workflow automation - recruiting, onboarding, employee management, and offboarding processes
rag-architect
Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores, building hybrid search pipelines, applying reranking, and evaluating retrieval quality. Use when building RAG systems, vector databases, or knowledge-grounded AI applications requiring semantic search, document retrieval, context augmentation, similarity search, or embedding-based indexing.
zeroize-audit
Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-level analysis, and control-flow verification. Use for auditing C/C++/Rust code handling secrets, keys, passwords, or other sensitive data.
flowstudio-power-automate-mcp
Foundation skill for Power Automate via FlowStudio MCP — auth setup, the reusable MCP helper (Python + Node.js), tool discovery via `list_skills` / `tool_search`, and oversized-response handling. Load this skill first when connecting an agent to Power Automate. For specialized workflows, load `flowstudio-power-automate-build`, `flowstudio-power-automate-debug`, `flowstudio-power-automate-monitoring` (Pro+), or `flowstudio-power-automate-governance` (Pro+) — each contains the workflow narrative, this skill provides the plumbing they all rely on. Requires a FlowStudio MCP subscription or compatible server — see https://mcp.flowstudio.app
cloud-architect
Designs cloud architectures, creates migration plans, generates cost optimization recommendations, and produces disaster recovery strategies across AWS, Azure, and GCP. Use when designing cloud architectures, planning migrations, or optimizing multi-cloud deployments. Invoke for Well-Architected Framework, cost optimization, disaster recovery, landing zones, security architecture, serverless design.
elasticsearch-esql
Execute ES|QL (Elasticsearch Query Language) queries, use when the user wants to query Elasticsearch data, analyze logs, aggregate metrics, explore data, or create charts and dashboards from ES|QL results.