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.
-
amornsit Bundle HandoffCompact the current conversation into a handoff document for another agent to pick up.
-
amornsit Bundle PrototypeBuild a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.
-
stackhawk Bundle Stackhawk APIUse this skill when a user or agent needs to query the StackHawk platform for security reporting, findings analysis, or app management. Triggers include: "stackhawk api", "security posture", "findings report", "show me findings", "untriaged findings", "which apps", "scan history", "security dashboard", "triage", "what needs attention". Uses the hawk CLI (`hawk op` subcommand) for all platform queries. Do NOT use for running scans (use the hawkscan skill for "scan my app", "hawkscan", "stackhawk.yml", "DAST") or for fixing/remediating code or vulnerabilities — this skill only reads and reports platform data.
-
amornsit Bundle Domain ModelingBuild and sharpen a project's domain model. Use when the user wants to pin down domain terminology, record an architectural decision, or when another skill needs to maintain the domain model.
-
xingxuan-sivan Bundle Init Skills引导用户初始化/安装 Agent 应用的基础与常用 Skills,通过 skills.sh 聚合平台实时检索与推荐,支持分层渐进式安装
-
gl0di Bundle Torch ClassifierRuns a bundled local image classifier model.
-
billabex Skill Billabex EvaluationUse when deciding whether Billabex fits a company's accounts-receivable problem, or when answering questions about what Billabex does, how it is priced, what it integrates with, and where it stops. Covers the scope boundary between amicable collection and litigation, the active-client pricing model, the integration catalogue and compliance posture. Not for executing API or MCP operations.
-
billabex Skill Billabex IntegrationBuild or troubleshoot a Billabex REST or MCP integration for importing customer accounts, invoices and credit notes, with stable identifiers and safe retries. Use for ERP or CRM synchronization and import workflows, not product evaluation.
-
smith-horn Bundle Skillsmith Agent 2Delegate your agent-skill lifecycle: keep skills current, audit and clean up your inventory, and vet skills before you install them. The Skillsmith Agent diagnoses in full for free, proposes a batched fix plan, and changes files only with your per-changeset approval, with one-step undo. Triggers: "ask the Skillsmith Agent", "clean up my skills", "what skills are outdated", "audit my skills", "vet this skill before I install it".
-
smith-horn Skill Skillsmith 2Skillsmith is a registry for sharing, scanning, and tracking agent skills (SKILL.md format) across any MCP-capable agent runtime — Claude Code, Cursor, Copilot, Codex, Windsurf. Discover, evaluate, install, use, maintain, author, govern, retire skills. Triggers: 'use Skillsmith', 'ask Skillsmith', 'search Skillsmith', 'find a Skillsmith skill', 'install with Skillsmith', 'Skillsmith trust tier', 'Skillsmith audit', 'create a skill with Skillsmith', 'publish to Skillsmith', 'Skillsmith quota', 'pin a Skillsmith skill', 'compare Skillsmith skills'. Routes natural-language requests to Skillsmith MCP tools and CLI commands.
-
moltis-org Skill OracleBest practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
-
zedbiz44 Bundle Z Wordpress MCPManage authorized WordPress sites through the approved MCP and 1Password workflow. Use for live site reads or changes, not general WordPress advice.
-
xxjrq Bundle Fiction Crafter Cn中文长篇小说创作工作台:把灵感整理为作品目录,维护人物卡、世界观、卷纲、章节和连续性检查。适用于需要长期迭代、多人或多 Agent 协作的网文创作,不承诺爆款、收益或审核结果。
-
ammar-hasan Bundle Tmux Agent OrchestratorGovern interactive agentic harnesses running in tmux. Use when the user asks the primary agent to discover, launch, take over, resume, direct, monitor, interrupt, restore, or receive updates from an AI agent in a tmux session, window, or pane. The protocol is harness-neutral and requires no vendor-specific API. Do not use for ordinary tmux administration that does not involve supervising an agent.
-
paloma333 Skill Git Push Auth Macos在 macOS 上让 agent 能非交互地完成 git push(GitHub HTTPS)。适用于「git push 报 could not read Username」「钥匙串里没有 GitHub 凭据」「非交互环境无法输入用户名密码」等场景,含诊断顺序与绕过失效的 git credential-osxkeychain 的可用做法。
-
sogni-ai Bundle Skill SrcSogni Creative Agent Skill (test fixture)
-
harishkotra Skill Collections AgentUse when you need to run collections on overdue accounts with polite-but-firm follow-up.
-
harishkotra Skill Token Cost RouterUse when you need to cut LLM API spend by routing each request to the cheapest model that can handle it.
-
harishkotra Skill Agent Builder HackerUse when you need to rapidly hack together working AI agents from existing parts.
-
harishkotra Skill Small Business AgentUse when you need AI agents to run the day-to-day of a small business.
-
harishkotra Skill Debt Collection AgentUse when you need an AI-native debt collection workflow that stays compliant and human.
-
harishkotra Skill Job Application AgentUse when you need an AI agent that finds matching jobs and applies on your behalf.
-
harishkotra Skill Model Ensemble RouterUse when you want better answers by combining multiple open-source models and picking the best result at lower cost.
-
harishkotra Skill Data Engineering AgentUse when you need reliable, safe data engineering and data science agents.
-
hewi333 Bundle Hermes Production OpsOperate and maintain a live production Hermes gateway deployment: switch models/providers globally, manage gateway restarts, suppress operational notifications to end-users, tune streaming/progress config for messaging platforms, and recover from stuck states without sudo. Use when changing the global model, planning a gateway restart, or configuring platform behavior for end-user-facing deployments.
-
hewi333 Skill Agent Cheatsheet BuilderGenerate a one-page, plain-English cheat sheet for non-technical business owners using a Hermes agent. Scans installed skills, identifies what's wired vs documented, and produces a printable PDF/doc tailored to the business owner's actual capabilities. Written for 60-somethings who've never used AI.
-
hewi333 Bundle Small Business AI TransformationMethodology for auditing a real non-technical small service business, understanding its operations, and designing an AI agent system (lead generation, qualification, estimation, booking, billing, reporting) that the owners interact with entirely by text message.
-
rolandogavino-spec Bundle Image DesignPlan image generation and editing work with a creative brief, structured prompts, aspect ratio, style, reference-image strategy, model or tool routing, edit workflow, and acceptance criteria. Use when the user needs an image plan, prompt, provider choice, reference consistency, or edit plan before execution.
-
rolandogavino-spec Skill Image ReviewReview generated or edited images against the original request for prompt adherence, technical quality, composition, fitness for purpose, text, reference consistency, safety, and copyright risks. Use when the user provides an image and asks whether it is good enough or needs editing or regeneration.
-
why20261 Bundle Douyin Video Words抖音视频文案提取。输入抖音视频链接、用千问LLM进行智能语音转写,支持普通话、粤语等方言及外语,结果直接输出到聊天。当用户做抖音文案提取、抖音视频文案提取、抖音视频转文字、抖音口播转文字或抖音逐字稿提取时使用。支持提取音频文案、提取口播文案、理解场景描述文案。触发场景:抖音文案提取、抖音视频文案提取、抖音音频文案提取、抖音口播提取、抖音视频场景描述文案、抖音视频分析、抖音视频转文字、抖音字幕提取、抖音文案提取、扒抖音文案、抖音口播文字。调用大模型自动转写并剔除语气词、口误与重复内容,并可通过自定义 Prompt 生成总结、改写、金句提取、分镜头、中英翻译等风格化文案。
-
alikon-art Bundle Workflow Guide创建、编辑、校验、运行或排查 DeterminFlow 工作流时必须先加载此技能;也适用于任务填参、节点审批、变量传递、网关、执行方案、子流程与工作区覆盖。涉及 Agent 定义、Prompt 模板或 Script Library 的专项设计时,继续加载对应 Core Skill。
-
harishkotra Skill Back Office Books AgentUse when you need to run back-office agents on a live, single model of the books.
-
harishkotra Skill Compliance Review AgentUse when you need to check an action or document against regulatory/compliance rules.
-
harishkotra Skill Marketplace Sales AgentUse when you need AI agents to run sales on a marketplace (list, price, respond, close).
-
harishkotra Skill Offensive Security AgentUse when you need to proactively test a system's defenses by simulating an attacker.
-
harishkotra Skill Coding Agent OrchestratorUse when you need one place to hear and steer multiple coding agents working on your code.
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 handoff, prototype, stackhawk-api. 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.