AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
-
arcadia-1 Skill Evas Sim 2Use when visible/public EVAS simulation is allowed for a Verilog-A voltage-domain model. Covers when EVAS applies, how to run evas-sim, minimal Spectre .scs syntax, save/output files, and common EVAS setup failures. Does not teach Verilog-A authoring.
-
atman-33 Skill Write A Skill 2Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.
-
fellowship-dev Skill Evidence Upload 2Upload walk screenshots and GIFs to GitHub for embedding in issues and PRs. Supports orphan branch (default), S3, or Navvi backends.
-
pydantic Skill I Have AdhdShape every response for an ADHD reader who reviews the work but does not do the coding — the agent does. Use whenever responding to ANY message — coding, debugging, planning, casual. Lead with the result or the decision. Surface anything needing the user's input as a structured question, never buried in prose they'll skim past. No preamble, no recap, no closers. State errors matter-of-factly. Make finished work visible. Trigger even on casual messages and even when brevity wasn't requested.
-
googlecloudplatform Skill ProducerGenMedia Producer Skill
-
kastalien-research Skill Effect TS 3Comprehensive guide for Effect-TS, the functional TypeScript library. Use when building Effect applications, especially MCP servers. Covers correct APIs, common misconceptions, and MCP-specific patterns.
-
stvlynn Bundle Xiaohongshu 2小红书搜索、发布、获取帖子详情。使用本地 MCP 服务器访问小红书内容,需要先登录。适用于搜索旅游攻略、美食推荐、获取帖子详情等场景。
-
avivsinai Bundle Langfuse 2Investigate AI traces, observations, exceptions, latency, sessions, prompts, datasets, annotation queues, and scores through Langfuse MCP. Use when the request names Langfuse or asks to diagnose recorded AI behavior.
-
jerry-ai-dev Bundle Resume Writer 2基于 Modular RAG MCP Server 项目生成定制化简历项目经历。结合项目技术亮点与用户业务场景,按简历编写原则输出高质量项目描述(中英文)。Use when user says '写简历', 'resume', '简历', 'write resume', '项目经历', 'project experience', '简历项目', or asks to generate resume content based on this project.
-
jihe520 Bundle Social Push 2使用 agent-browser 帮用户将内容发到社交媒体上。当用户需要发布内容、推送文章、上传文章、发帖到社交平台时使用此 skill。
-
kevin-liu-01 Bundle Scripts Skill 2Repository diagnostics and the canonical agent-docs forwarding shim.
-
kukucaicndy Skill Pencil To Miniprogram 3Converts Pencil MCP .pen design files to WeChat Mini Program code (WXML+WXSS+JS) with precise 1:1 visual replication. Invoke when user needs to implement a page from a Pencil design稿.
-
openjiuwen-ai Bundle Skill Creator 2Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
-
hollandkevint Skill Grill With Docs 2Work a build idea or design decision through with the agent, grounded in the live repo. Walks the decision tree one branch at a time (recommended answer first), reads CLAUDE.md / docs/solutions/ / actual source to ground and cross-check claims, and captures resolved decisions into docs/solutions/ as it goes. Use when shaping a feature, schema change, or architecture call before writing code, or when you want shared understanding plus a durable record. Triggers on "grill with docs", "grill this against the codebase", "work this idea through", "let's design X", or "pressure-test this against the repo".
-
lensetek Skill Agent Update Manager 2Mengecek pembaruan instruksi agent dari repositori Git secara berkala dengan mengedepankan keamanan kredensial dan membutuhkan persetujuan pengguna sebelum memperbarui.
-
aigengame Skill GdaDrive the Godot game engine from the command line with `gda`, an agent-first CLI with structured JSON output. Use when building, editing, or inspecting a Godot project — create/edit scenes, nodes, GDScript, resources, shaders, themes; run static analysis; export builds (all headless, no editor) — or to control a running game live (runtime scene tree, input simulation, screenshots, performance, runtime logs/errors) via the gda daemon. Use when the user mentions gda, Godot automation, headless Godot, or asks an agent to make/modify a Godot game. Always pass `--json` and read the single result object; run `gda --help` or `gda schema` to discover the full command surface.
-
qualcomm Bundle Enable Windows Arm64 2Detect a project's build system and modify its build files to add a Windows ARM64 build configuration. Use when the user wants to "enable ARM64", "add ARM64 support", "support Windows on ARM"/"Windows on ARM64"/"WoA", "build for ARM64", "make project ARM64 compatible", "add an ARM64 target/platform/preset", or "cross-compile for ARM64". Detects and edits cmake (CMakePresets.json), visual_studio (.vcxproj/.sln), make (Makefile), ninja (build.ninja), autotools (configure.ac/Makefile.am), bazel (BUILD/WORKSPACE), qmake (.pro/.pri), and scons (SConstruct/SConscript). Also covers porting a Linux-only make/GCC project to a Windows-ARM64 clang build (GCC-only headers, missing make, clang target triple, +crypto feature flag, POSIX/libc compat shim) — see references/linux-make-to-windows-clang.md.
-
shadcn-labs Bundle Mastra File Agents 2Migrate Mastra code-based agents (agents built with new Agent(...) and registered in a Mastra({ agents }) map) to the file-based convention: one directory per agent under src/mastra/agents. Use when the user wants to convert or refactor Mastra agents to the per-directory convention, mentions Mastra "file-based agents" or agentConfig, or wants to split a big src/mastra/index.ts or agents.ts into one folder per agent — even if they do not name this skill. Requires @mastra/core 1.48+.
-
picsart Skill Gen AI Use 2Generates AI images, videos, and audio via the gen-ai CLI (a Picsart API service). Covers single and batch generations, image operations (remove background, change background, enhance/upscale, vectorize), browsing models, checking pricing, Picsart Drive upload/download, VEO video extension, payload validation, piping/scripting, shell completions, and troubleshooting. Use when the user wants to generate an image, generate a video, create AI media, remove or change background, enhance or upscale an image, vectorize to SVG, browse available models, check gen-ai pricing, run batch generations, upload to or download from Picsart Drive, extend a video, get a URL for a local file to pass to a Picsart MCP tool or any URL-typed API parameter, or invokes "/gen-ai-use".
-
uts58 Bundle MCP BuilderGuide 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).
-
jezweb Skill Reflect 2Use for an occasional step-back, weekly, at a milestone, or after a big push, NOT every session. A reflection for both the agent and the human: what got done, the patterns worth noticing, what was learned that should change how the work is done, and what to prune or add.
-
rohitg00 Skill Handoff ProtocolsManages work transitions between team members or agents by creating structured handoff documents, summarizing project status, documenting key decisions, blockers, and open questions, and generating onboarding briefs. Use when someone needs to hand off, hand over, or transition a project; pass work to another person or agent; brief a colleague taking over; prepare a shift change summary; or onboard someone mid-task. Produces ready-to-use handoff documents covering current status, next steps, known issues, technical context, and communication templates for both planned and unplanned transfers.
-
inkeep Bundle Knowledge Base 2How to work in a Knowledge Base project (the `knowledge-base` starter pack). Read when the project has the three-layer source-grounded layout — `external-sources/` → `research/` → `articles/` — or when asked how this project is organized. Carries the layer model, per-folder rules, status flows, and log discipline so this guidance does NOT live inside template bodies or log.md. The three procedures live elsewhere: ingest in the platform `open-knowledge` skill, research and consolidate as their own sibling skills in this pack. Complements the platform `open-knowledge` skill; does not replace it.
-
zhizhunbao Bundle Code Comment 3English code comment standards for Python and TypeScript. Use when (1) adding comments to code, (2) standardizing comment format, (3) inline comment placement, (4) section dividers
-
duhu2000 Skill Supply Chain Risk Qcc 2供应链风险扫描 SKILL · 企查查 MCP V2.0 增强版。 供应链韧性管理的持续监控工具。对核心供应商批量实时扫描高危风险信号(失信被执行 / 破产重整 / 司法拍卖 / 法代个人失信 / 实控人出险),一旦出现立即触发预警。V2.0 新增"关键人员批量扫描"—— 通过 qcc-executive 对供应链上所有核心法代做个人画像快扫,识别"企业清洁但法代出险"的隐性风险。 核心能力: - 批量供应商持续监控(50-200 家供应商一次扫描) - 11 项高危预警信号(失信 / 限高 / 被执行 / 股权冻结 / 破产 / 吊销 / 司法拍卖 / 经营异常 / 资不抵债等) - **V2.0 新能力**:关键人员批量扫描 —— 对供应链上 N 家供应商的 N 位法代同时做个人红线快扫 - 预警级别 S/A/B + 推荐 Action - 供应中断应急响应链路 适用场景:采购与供应链团队贷后持续监控 / 核心供应商每日健康度巡检 / 供应链风险管理驾驶舱 / 供应中断应急预案触发。 使用方式:/supply-risk 供应商列表 [--frequency daily|weekly|monthly] [--alert-only 仅输出预警] [--format md|docx|pptx]
-
shep-ai Bundle Mermaid DiagramsComprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions, code execution), flowcharts (processes, algorithms, user journeys), entity relationship diagrams (database schemas), C4 architecture diagrams (system context, containers, components), state diagrams, git graphs, pie charts, gantt charts, or any other diagram type. Triggers include requests to "diagram", "visualize", "model", "map out", "show the flow", or when explaining system architecture, database design, code structure, or user/application flows.
-
jsmastery-pro Bundle Create Agent With Sanity Context 2Build AI agents with structured access to Sanity content via Sanity Context. Use when setting up a Sanity-powered chatbot, connecting an AI assistant to Sanity content, or adding client-side tools to an agent. Covers Studio setup, agent implementation, and advanced patterns. Always use this skill when users mention building a chatbot with Sanity, creating an AI assistant for their content, setting up the Sanity Context MCP server, integrating Sanity with Claude/GPT/any LLM, making content searchable by AI, implementing semantic search over Sanity data, or connecting their CMS to an AI agent.
-
owasp Skill Multi Agentic Threat Model 2Comprehensive threat modeling for multi-agent systems using CSA MAESTRO 7-layer framework and OWASP Multi-Agentic System Threat Modeling Guide v1.0. Systematically analyzes threats across all architectural layers from foundation models to agent ecosystems.
-
tools-only Bundle 076 API 11834722LLM Gateway API Documentation
7 -
tools-only Bundle 2540 Er 86c581b8<!-- Source: https://github.com/SuperiorByteWorks-LLC/agent-project | License: Apache-2.0 | Author: Clayton Young / Superior Byte Works, LLC (Boreal Bytes) -->
7 -
tools-only Bundle 615 A2a 9a2ca7a0A2A (Agent-to-Agent) Integration
7 -
tools-only Bundle 082 Claude B0ed45bfClaude Agent System Instructions
7 -
tools-only Bundle 082 Claude E2c4f6e1Claude Agent System Instructions
7 -
argos-ci Bundle Argos Upload 2Upload a screenshot, an image or a screen recording to Argos and get a shareable URL plus ready-to-paste Markdown, so it can be embedded in a pull request, an issue, a changelog or a chat message — or attached to a branch or pull request, where Argos posts and maintains the comment itself. Use whenever you have produced a visual artifact — a Playwright video or trace screenshot, a before/after of a UI change, a recording of a reproduction — and need it visible to a human who cannot run your shell. GitHub has no public API for comment attachments, so this is how an agent working from a terminal gets an image into a pull request at all. Also covers reading back the comments a human pinned to those screenshots, so you can act on visual feedback you cannot see.
-
b-open-io Bundle Codex Agent Setup 2Explicit-only installer for the Sigma Auth Siggy Codex custom agent. Use ONLY when the user explicitly asks to install, update, check, uninstall, or set up the Sigma Auth or Siggy Codex agent, including "install Siggy in Codex", "update the Sigma Auth Codex agent", or "check sigma_auth_guide". Never auto-invoke for ordinary OAuth, authentication, Better Auth, BAP, wallet, session, passkey, or security requests.
-
etiennelescot Skill N8n Architect 3Use when the user explicitly wants to create, edit, validate, sync, or troubleshoot n8n workflows, asks about n8n nodes or automation, or wants to use n8n-as-code in the current context root.
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include evas-sim, write-a-skill, evidence-upload. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.