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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pleaseai Skill Gws Gmail WatchGmail: Watch for new emails and stream them as NDJSON.
- pleaseai Skill Gws Script Push
Google Apps Script: Upload local files to an Apps Script project.
- pleaseai Skill Gws Drive Upload
Google Drive: Upload a file with automatic metadata.
- pleaseai Skill Gws Events Renew
Google Workspace Events: Renew/reactivate Workspace Events subscriptions.
- pleaseai Skill Gws Gmail Triage
Gmail: Show unread inbox summary (sender, subject, date).
- pleaseai Skill Persona It Admin
Administer IT — monitor security and configure Workspace.
- pleaseai Skill Gws Admin Reports
Google Workspace Admin SDK: Audit logs and usage reports.
- pleaseai Skill Gws Gmail Forward
Gmail: Forward a message to new recipients.
- pleaseai Skill Persona Sales Ops
Manage sales workflows — track deals, schedule calls, client comms.
- pleaseai Skill Persona Team Lead
Lead a team — run standups, coordinate tasks, and communicate.
- pleaseai Skill Persona Researcher
Organize research — manage references, notes, and collaboration.
- pleaseai Skill Gws Calendar Agenda
Google Calendar: Show upcoming events across all calendars.
- pleaseai Skill Gws Calendar Insert
Google Calendar: Create a new event.
- pleaseai Skill Gws Gmail Reply All
Gmail: Reply-all to a message (handles threading automatically).
- pleaseai Skill Gws Events Subscribe
Google Workspace Events: Subscribe to Workspace events and stream them as NDJSON.
- pleaseai Skill Better Auth Best Practices
Configure Better Auth server and client, set up database adapters, manage sessions, add plugins, and handle environment variables. Use when users mention Better Auth, betterauth, auth.ts, or need to set up TypeScript authentication with email/password, OAuth, or plugin configuration.
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asiaostrich Skill Orchestrate 3以 Claude 原生 Agent tool 编排多任务执行计划（以 DAG 为基础，不需外部引擎）。 Use when: 执行带有并行／顺序任务依赖关系的 plan.json 文件。 Not for: 一开始生成计划——请用 /plan；彼此之间没有依赖关系的单一任务。 Keywords: orchestrate, plan, execute, DAG, task plan, 编排, 执行计划, 并行, 任务依赖.
- asiaostrich Bundle Reverse Engineer
[UDS] 系统考古——从逻辑、数据、运行时三个维度对既有系统做逆向工程。 Use when: 为没有文档的系统补上文档、从既有代码回推规格、绘制未知的数据模型或运行时拓扑。 Not for: 动工前评估健康度与风险——请用 /discover；从已批准的规格正向推导测试——请用 /spec-derive。 Keywords: reverse engineering, system archeology, legacy code, spec extraction, data model, runtime, 逆向工程, 系统考古, 规格提取, 数据模型.
- asiaostrich Skill AI Instruction Standards 4
创建并维护 AI 指令文件（CLAUDE.md、AGENTS.md、.cursor/rules/ 等），并采用适当结构。 Use when: 创建 AI 指令文件、区分通用规则与项目特定规则、配置 AI 工具。 Not for: 调整代码库结构让 AI 好导览——请用 /ai-friendly-architecture；要求以证据为基础的回答——请用 /ai-collaboration-standards。 Keywords: CLAUDE.md, AGENTS.md, cursorrules, windsurfrules, clinerules, AI instructions, system prompt, 指令文件, AI 设定, 系统提示词.
- asiaostrich Bundle AI Collaboration Standards 3
防止 AI 幻觉，确保分析代码或提出建议时给出以证据为基础的回应。 Use when: 分析代码、提出建议、提供选项，或用户询问把握度／确定性时。 Not for: 编写 AI 指令文件本身——请用 /ai-instruction-standards；审查具体的 diff——请用 /code-review。 Keywords: certainty, assumption, inference, evidence, source, 证据, 假设, 推论, 确定性, 反幻觉.
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thebeardedbearsas Skill Paperclip Onboarding 3Onboarder une instance Paperclip — installation, bootstrap du compte opérateur CEO, création d'une company via le dashboard, recrutement du premier agent, installation d'un plugin. À utiliser pour bootstrapper ou brancher Claude Code dans Paperclip.
- pleaseai Skill Recipe Find Free Time
Query Google Calendar free/busy status for multiple users to find a meeting slot.
- pleaseai Skill Persona Exec Assistant
Manage an executive's schedule, inbox, and communications.
- pleaseai Skill Persona Hr Coordinator
Handle HR workflows — onboarding, announcements, and employee comms.
- pleaseai Skill Persona Content Creator
Create, organize, and distribute content across Workspace.
- pleaseai Skill Persona Project Manager
Coordinate projects — track tasks, schedule meetings, and share docs.
- pleaseai Skill Recipe Block Focus Time
Create recurring focus time blocks on Google Calendar to protect deep work hours.
- pleaseai Skill Recipe Create Task List
Set up a new Google Tasks list with initial tasks.
- pleaseai Skill Recipe Email Drive Link
Share a Google Drive file and email the link with a message to recipients.
- pleaseai Skill Recipe Find Large Files
Identify large Google Drive files consuming storage quota.
- pleaseai Skill Persona Customer Support
Manage customer support — track tickets, respond, escalate issues.
- pleaseai Skill Recipe Create Meet Space
Create a Google Meet meeting space and share the join link.
- pleaseai Skill Recipe Post Mortem Setup
Create a Google Docs post-mortem, schedule a Google Calendar review, and notify via Chat.
- pleaseai Skill Recipe Save Email To Doc
Save a Gmail message body into a Google Doc for archival or reference.
- pleaseai Skill Gws Workflow Meeting Prep
Google Workflow: Prepare for your next meeting: agenda, attendees, and linked docs.
- pleaseai Skill Persona Event Coordinator
Plan and manage events — scheduling, invitations, and logistics.
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 orchestrate, reverse-engineer, gws-gmail-watch. 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.