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.
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thebluehouse75 Bundle Hermes Action Bridge 2Use Hermes Agent for Hermes-owned skills, memory, connected services, messaging, browser workflows, schedules, and external automation. Prefer the installed hermes_* MCP tools; use the CLI only as a fallback.
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thecolliery Bundle Coalboard 2Consensus & debate board. AUTO-trigger = the error-not-allowed slice (security/crypto, DB/financial migrations, high-precision math, anything catastrophic-on-error); convened MANUALLY ("/coalboard") it generalizes to any hard problem in ANY domain worth several diverse perspectives. OPINION lane: about to ask the user to settle a decision → ADD an "ask CB" option (~4 lenses + judge); the pick IS the consent, never auto-convened. With the user's consent it convenes diverse epistemic lenses (empirical/source-grounded, formal, show-me skeptic) in PARALLEL; a judge synthesizes on VERIFIED inputs; an independent out-of-frame solver breaks ties; the human signs off. Bounded cost (no whack-a-mole) + zero-breakage (staging) — improves correctness, claims no reliability number. Off ~90% of the time. Triggers: "/coalboard", "convene the board", a critical-task signal, a CoalTipple hand-off. Cross-agent (verified: Claude Code + Antigravity; others designed-for, unverified). Zero-dependency, offline, no API keys.
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cashubtc Skill IOS Sim Screenshots 2Drive an iOS Simulator from the command line to capture screenshots of specific app screens (not just the launch screen). Build, install, launch, navigate by tapping coordinates calculated from screenshots, and save PNGs to a docs folder. Use when an agent needs to produce app screenshots for a README, design review, or release notes — and the user can't or doesn't want to take them by hand.
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christiangalsterer Bundle Agentskills Doctor 2Validate an existing Agent Skill against the agentskills.io specification and best practices, and fix the findings on request. Use when validating, linting, checking, auditing, reviewing, or fixing a SKILL.md or skill directory — e.g. "validate this skill", "is my skill spec-compliant", "lint my SKILL.md", "fix the findings in my skill". Do NOT use for creating new skills (that is the agentskills-creator skill).
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claude-world Bundle Claude 101 Mastery 2Provides optimal workflows for 24 use cases (writing, analysis, coding, business) powered by the claude-101 MCP server. Calls the matching MCP tool to obtain structured methodology and computed metrics, then produces output grounded in real data.
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clawdotme Bundle Claw Me 2Authorize an AI client to use Claw Me and work with private Pages, collaborative Drive Workspaces, a Profile with private Agent context, Alias email, Meetings, or Managed OpenClaw. Use when the user says “claw me that,” “claw my meeting,” asks to save, publish, or collaboratively edit work, authorize an MCP or REST client, or read and propose changes to the user’s Wiki.
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codeplain-ai Bundle Skill Creator 2Authors and structures professional-grade agent skills following the agentskills.io spec. Use when creating new skill directories, drafting procedural instructions, or optimizing metadata for discoverability. Don't use for general documentation, non-agentic library code, or README files.
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coleam00 Bundle Triage 2Triage GitHub issues by applying type, effort, priority, and area labels. Runs in an isolated context to avoid polluting the main conversation with issue details. Delegates to a specialized triage agent with label validation hooks.
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correctroadh Bundle Obsidian Task Center 2Read and write tasks in an Obsidian vault through the Task Center plugin's CLI. Use when the user wants to list, schedule, complete, abandon, nest, or add tasks — or when they want estimate-accuracy / review / agent-brief stats. Obsidian must be running with the `task-center` plugin enabled; all verbs are namespaced `obsidian task-center:<verb>`.
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cristoslc Bundle Dispatch Opencode 2Dispatch subagent tasks through opencode (https://opencode.ai) using the async .subagents/ lock-watch protocol. The agent writes a plan YAML, calls run-plan.sh to validate and dispatch, polls lockfiles on its own interval, reads FINAL_OUTPUT.md on completion, and calls subagent-cleanup.sh or subagent-abandon.sh to tear down. Use when you want to hand work off to a background subagent instead of doing it yourself — for example, dispatching a subagent into a worktree, parallelizing independent tasks, or running long-lived investigations. TRIGGER when: the agent would otherwise block on a subagent that could run in the background, or when worktree-isolated subagent dispatch is needed.
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cruellacodes Skill Escrow Agent 2Build trustless escrow for agent-to-agent transactions on Solana and Base. Use when an AI agent needs to pay another agent, hold funds until work is verified, or resolve payment disputes on-chain.
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cskwork Skill Context Diet 2Measure Claude Code prompt overhead and disable unused tools or features while preserving required workflows. Use for context-size analysis or settings-based reduction.
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cskwork Skill Handoff 2Handoff: saves state to pause, resume, or transfer work. Use when: "handoff", "pause here and continue later", "hand this over to QA or another agent".
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cskwork Bundle Myfocus 2Rank the next task across recent local coding-agent sessions when the user asks for cross-session prioritization or invokes myfocus. A next-step question about the current task does not authorize scanning other sessions.
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cubxxw Skill Agent Kit Conventions 2Development conventions and patterns for agent-kit. Python project with freeform commits.
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cyl19970726 Bundle Guide Agent Teams 2Claude Code Agent Teams 完整使用指南:多 session 协作、共享任务、inter-agent 通信。 包含 Lead 管理方法论(Spawn 设计原则、协调模式、纠正策略、知识提取时机)。 使用场景:(1) 创建和管理 agent team (2) 设计 spawn prompt 和角色分工 (3) 理解 tools API(TeamCreate/SendMessage/Task*/EnterPlanMode) (4) 排查 agent teams 问题(teammate 不出现、权限、shutdown) (5) 对比 subagents vs agent teams 选型 (6) Lead 准备创建 agent team 前参考 spawn prompt 设计清单 (7) 协调并行 agents 时选择合适的协调模式 (8) Agent 偏离任务时应用 3-level 纠正策略 (9) 决定何时提取知识到 guide-*/observe-* skills
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d-wwei Bundle Link To Im 2This skill bridges the current host coding agent (Claude Code, Codex, or Gemini CLI) to IM platforms (Telegram, Discord, Feishu/Lark, QQ, or WeChat). Use for: setting up, starting, stopping, or diagnosing the IM bridge daemon; forwarding agent replies to a messaging app. Trigger on: "link-to-im", "start bridge", "stop bridge", "bridge status", "消息推送", "消息转发", "桥接", "连上飞书", "手机上看claude", "启动后台服务", "诊断", "查看日志", "启动桥接", "停止桥接", "配置", or any mention of IM bridge management. Subcommands: setup, start, stop, status, logs, reconfigure, doctor. Do NOT use for: building standalone bots, webhook integrations, or coding with IM platform SDKs — those are regular programming tasks.
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danielgwilson Bundle Luxin 2Image generation and image editing for agents, plus video, audio, and image-to-3D, through one hosted runtime with no API key to obtain first. The agent signs itself up in one command, starts on free preview credits, and creates on the next: no provider account to open, no billing to set up. Every result returns a hosted media URL with no signature or expiry, a job id the agent can re-fetch with jobs show, and a receipt for what the call cost. When the preview credits run out, the agent hands its human one dashboard link to fund more.
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danielmeppiel Bundle Prose Architect 2Architect PROSE-compliant agent primitives for AI-native development. Use when (1) Building AI-native apps from requirements ("I want an app that...") (2) Making legacy projects AI-native (3) Designing agent workflows (4) Auditing existing primitives for reliability issues. PROSE = Progressive Disclosure, Reduced Scope, Orchestrated Composition, Safety Boundaries, Explicit Hierarchy
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databufflabs Skill Skill Inspection Health 2服务健康巡检与异常诊断流程
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dearest Bundle Claude Code Methodology 2Production-grade Agent development methodology derived from Claude Code. 11-dimension framework covering tool design, system prompts, permissions, multi-agent orchestration, token economy, memory, extensibility, conversation loop, workflow modes, task lifecycle, and observability. Supports architecture design, implementation guidance, and agent review. Trigger on "Agent design", "build an agent", "AI agent", "tool design", "system prompt architecture", "agent review", "multi-agent", "compaction", "agent workflow modes", "background tasks", "agent observability", or any agent development concern.
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dev-dsquaredlabs Bundle Dsl Daily News Briefer 4Creates a morning technology news digest from approved sources.
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dilanhendadura Bundle Company 2Create or review customer-facing, commercial, product, support, and visual work using the governed COMPANY.md, CUSTOMER.md, OFFER.md, VOICE.md, and linked DESIGN.md context. Use when the user invokes $company, says /company, asks for on-brand work, or asks an agent to follow company context; do not use as a substitute for missing business facts or approvals.
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doggy8088 Skill Gemini API Dev 2Use this skill when building applications with Gemini API hosted models, including Gemini and Gemma 4, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or needing current model specifications. Covers SDK usage (google-genai for Python, @google/genai for JavaScript/TypeScript, com.google.genai:google-genai for Java, google.golang.org/genai for Go), model selection, and API capabilities.
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dolphinai2026 Skill Orcamatrix Generated App Runtime 2Use an OrcaMatrix generated app external-agent access package to call the generated app runtime API through delegated auth.
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doteyeso-ops Skill Vibes Coded Agent Connector 3OpenClaw + npm vibes-coded-agent-connector: register agents, listings, Solana escrow jobs, prepaid /start + X-Vibes-Key, Operator Interrupt (X-Operator-Notify), hosted uploads, checkout, receipts, affiliates. Reclaim SOL; Hermes well-known on connector site.
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dovudja9209 Bundle Civitai Gen 2Generate images, videos, audio, and more using Civitai's orchestration API. Use when the user wants text-to-image, video generation (11+ engines), text-to-speech, music, transcription, bulk batches, experiment sweeps, or buzz cost estimation. Not for browsing or searching Civitai models (use the Civitai MCP server).
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thecolliery Bundle Coaltipple 2Model/effort router, ALWAYS-ON via its conductor hook: every prompt is routed, and routing returns exactly one of THREE outcomes — SELF (do it yourself at a pinned tier/effort; the routine result — routing that lands on self is still routing), delegate-DOWN (a large cheap mechanical task goes to a cheaper tier to save tokens), or escalate-UP (a task beyond the current model's competence goes to a stronger tier for quality). Sensitive/security work is NEVER delegated down, whatever its size. Invoke manually when weighing where a task should run. Claude Code only -- the platform's spawn tool must accept a worker model parameter (Antigravity etc. cannot actuate this); support reviewed monthly.
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czlonkowski Bundle N8n Agents 2Design n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain.* AI node — an AI Agent, LLM chain, Text Classifier, or Information Extractor — and whenever the user mentions AI agents, LLM with tools, tool calling, $fromAI, system prompts, agent memory, sessionId, structured/JSON output, output parser, RAG, vector store, a chat assistant/bot, or human-in-the-loop review. Covers Agent-vs-chain-vs-classifier choice, the model/memory/tools/outputParser slots, tool names/descriptions as prompt, structured output with autoFix, memory, RAG, human review, and chat topologies.
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bklit Skill Wiki Llms Txt 2Generates llms.txt and llms-full.txt files for LLM-friendly project documentation following the llms.txt specification. Use when the user wants to create LLM-readable summaries, llms.txt files, or make their wiki accessible to language models.
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getsentry Skill Sentry Setup AI Monitoring 2Setup Sentry AI Agent Monitoring in any project. Use when asked to monitor LLM calls, track AI agents, or instrument OpenAI/Anthropic/Vercel AI/LangChain/Google GenAI/Pydantic AI. Detects installed AI SDKs and configures appropriate integrations.
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bfollington Bundle Domain Driven Design 2This skill should be used whenever domain modeling is taking place. It provides specialized guidance for type-driven and data-driven design based on Rich Hickey and Scott Wlaschin's principles. The skill helps contextualize current modeling within the existing domain model, identifies inconsistencies, builds ubiquitous language, and creates visualizations (Mermaid, Graphviz/DOT, ASCII diagrams) to communicate domain concepts clearly. Use this skill when designing types, modeling business domains, refactoring domain logic, or ensuring domain consistency across a codebase.
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flutter Bundle Code Review 2Performs a comprehensive, multi-step code review of pull requests or local code changes, using iterative refinement (generation, critique, synthesis) to ensure high-quality, actionable feedback. Use when you need to review code changes thoroughly.
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hahwul Skill Dalfox 2Use when scanning a URL or parameter for XSS (reflected, DOM, stored, blind), enumerating reflected parameters, or when the user explicitly mentions "dalfox" or "XSS scan". Runs as CLI (`dalfox scan`) or MCP server (6 tools). Authoritative workflows for dalfox v3 (Rust). Not for non-XSS vulnerabilities.
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aeoess Bundle Mingle 2Find people through your agent. Tell your agent who you're looking for and Mingle helps find the right person through their agent.
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getterdoneinc Skill Getterdone 2Hire a human gig worker via USD bounty for tasks an AI agent cannot do alone — physical presence (storefront photos, deliveries, on-site verification) or remote work (writing, product reviews, design, translation, proofreading, video). Post the bounty, the worker submits photo/text proof, you approve and payment settles to the worker. Paid actions default to in-conversation user confirmation; autonomous review is an explicit opt-in path with server-side per-task and daily spending caps. One-time agent setup at https://getterdone.ai/register-agent.
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 hermes-action-bridge, coalboard, ios-sim-screenshots. 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.