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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x-school-academy Skill Playwright Browser DragTo drag and drop between elements on a web page, perform a drag interaction from a source to a target.
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x-school-academy Skill Playwright Browser TabsTo manage browser tabs, list, create, select, or close Playwright tabs.
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x-school-academy Skill Playwright Browser TypeTo type text into an editable field, enter text into inputs or textareas.
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x-school-academy Skill Playwright Browser ClickTo click a page element in the browser, perform a click on buttons, links, or controls during Playwright automation.
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x-school-academy Skill Playwright Browser CloseTo close the current Playwright page, close the page to end the session or free resources.
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x-school-academy Skill Playwright Browser HoverTo hover over a page element, trigger hover states such as menus or tooltips.
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x-school-academy Skill Playwright Browser ResizeTo resize the browser window, change viewport size to test responsive layouts.
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x-school-academy Skill Playwright Browser InstallTo install the Playwright browser defined in config, run this when the browser is missing or not installed.
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x-school-academy Skill Playwright Browser EvaluateTo run JavaScript in the page context, evaluate an expression on the page or a specific element for inspection or manipulation.
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x-school-academy Skill Playwright Browser Navigateopen a URL, open a web page, open web browser, or navigate the current page in the web browser to a new URL.
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x-school-academy Skill Playwright Browser Run CodeTo run a custom Playwright script on the page, execute a code snippet for advanced interactions.
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x-school-academy Skill Playwright Browser Wait ForTo wait for page state changes, wait for text to appear or disappear or for a timeout.
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x-school-academy Skill Playwright Browser Fill FormTo fill multiple form fields at once, set values for inputs, checkboxes, and selects in a single call.
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x-school-academy Skill Playwright Browser Press KeyTo press a keyboard key in the page, send a key press for shortcuts or input behavior.
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x-school-academy Skill Playwright Browser File UploadTo upload files through a file input, provide one or more file paths for a page file chooser.
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x-school-academy Skill Playwright Browser Handle DialogTo accept or dismiss browser dialogs like alert/confirm/prompt, handle the dialog so automation can continue.
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x-school-academy Skill Playwright Browser Navigate BackTo go back in browser history, navigate to the previous page from the current page.
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x-school-academy Skill Playwright Browser Select OptionTo choose an option in a dropdown, select one or more values in a select element.
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x-school-academy Skill Playwright Browser Take ScreenshotTo take a screenshot of a page or element, capture an image for visual verification.
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x-school-academy Skill Playwright Browser Console MessagesTo read console logs from the current page, retrieve console messages for debugging JavaScript output.
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x-school-academy Skill Playwright Browser Network RequestsTo inspect network activity since page load, list network requests to review API calls and resources.
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ccplugins Bundle AI MeetingRun structured AI meetings for plans, product ideas, technical designs, business decisions, feature proposals, and strategy choices. Use when the user wants an AI meeting, AI roundtable, multi-agent discussion, debate, proposal review, plan review, decision review, or wants Codex, Claude Code, and other CLI agents to analyze a proposal across multiple expert roles, challenge assumptions, preserve per-agent sessions, and produce a final decision report with provenance. 也适用于中文场景:方案评审、多 Agent 讨论、技术路线评审、商业决策评审。
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b-open-io-prompts Bundle Software FactoryDesign or harden a software factory: an agentic loop that iterates toward a goal with a verification gate, persistent state, and a stop condition. Use for "build a loop", "agentic loop", "self-iterating agent", "/loop", "/goal", "Ralph loop", "maker-checker", "agentic SDLC", "ADW", picking a verification gate, bounding a loop's blast radius, unintelligible auto-merged PR titles, or loop process dumped into a GitHub PR body.
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b-open-io-prompts Bundle Visual CoordinatorThis skill should be used when the user asks to "design the workflow visually", "show me the workflow before running it", "let me configure the agents first", "visual workflow builder", "which models for which steps", "let me pick the models", "plan this fan-out", "diagram the orchestration", or wants to review and adjust a multi-agent job — models, agents, phases, isolation — before it runs. Renders an editable graph (nodes, labeled edges, reject-back gates) the user can rewire; staffing is on the selected card. Emits a paste-back spec from the live graph. Builds on the coordinator skill; use coordinator alone when no visual review is wanted.
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jefflyt Skill Mandate 2 2 6 Code EvaluationEvaluate compliance for Mandate 2.2.6 (MCP Registry and Tool Integrity Pinning) using repository code and configuration analysis. Use when producing deterministic pass/fail findings with severity, mapped mitigated vulnerabilities, and file-level evidence.
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jefflyt Skill Mandate 2 1 5 Code Static EvalEvaluate static code indicators for Mandate 2.1.5 (Just-in-Time (JIT) and Identity-Based MCP Authentication). Use when assessing partial code-evaluable controls and producing a confidence-scored static finding package before requesting runtime/process evidence.
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jefflyt Skill Mandate 2 2 2 Code Static EvalEvaluate static code indicators for Mandate 2.2.2 (Prevention of Data and Model Poisoning). Use when assessing partial code-evaluable controls and producing a confidence-scored static finding package before requesting runtime/process evidence.
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jefflyt Skill Mandate 2 2 4 Code Static EvalEvaluate static code indicators for Mandate 2.2.4 (Vector Database and Embedding Security). Use when assessing partial code-evaluable controls and producing a confidence-scored static finding package before requesting runtime/process evidence.
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ryomurakami1983 Skill Agent Batch Workflow並列エージェントで複数ファイル・複数 skill のバッチ作業を進め、進捗と品質ゲートを構造化して管理する。Use when: 1 セッションで複数対象をまとめて処理し、ブランチ運用とレビューを保ったまま進めたいとき。
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ryomurakami1983 Skill Notion Safe OperationsNotion MCP 操作を安全かつ再現可能に進めるために、preflight、DS ID 運用、失敗時フォールバックを標準化する。Use when: Notion ページやデータソースを作成・更新・検索するとき、認証や data source ID 周りで詰まりやすいとき。
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ccplugins Skill SyncRe-synchronizes the vault with external sources. In default mode, scans the `sources` field of all entities, deduplicates URLs, fetches updated content from each source (Confluence, GDocs, GitHub, Markdown), performs incremental diff and delegates writing to /bedrock:preserve. With --people, scans actor repositories via GitHub API and identifies active contributors. With --github, detects relevant activity in repositories and correlates PRs with topics/projects via LLM semantic matching. Use when: "bedrock sync", "bedrock-sync", "/bedrock:sync", "synchronize", "update sources", "sync people", "sync github".
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ccplugins Skill AuditUse when the user asks for a code review, "review this change", "review my PR", "review the diff", or wants quality/spec/security/perf feedback on recent changes. Triggers a multi-level review with a thinking-tier reviewer agent. Standalone — does not auto-chain.
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b-open-io-prompts Bundle Schedule Social PostThis skill should be used when the user asks to "schedule a post", "queue this on X", "draft a thread for bopen", "put this on the social calendar", "preview the post on bopen.ai", "make a carousel for X", or wants an agent to draft, attach images to, and plan an X post through the bopen.ai social scheduler from any agent harness. It covers the auth.md agent login, the social:draft API, thread and split-carousel rules, and the private review page where the user confirms. Not for Typefully, Buffer, or other schedulers, and not for LinkedIn or Threads, which bopen.ai does not publish to.
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b-open-io-prompts Skill Plugin Module SplitSplit a large Claude Code or Codex plugin into a small core plus optional modules. Use for "split this plugin", "my plugin is too big", "reduce startup context", "Codex is omitting my skills", "core plus optional packs", or "publish part of my plugin separately". Covers marketplace subdirectory sourcing, the dependency field's silent-load behaviour, Codex adapter regeneration, and vendored-skill placement. Use agent-auditor to measure first and benchmark-skills to verify routing after.
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b-open-io-prompts Skill Apple Xcode Build LoopUse when running or scaffolding an Apple Xcode/SPM agent build loop — Makefile targets, xcodebuild through xcbeautify, warnings-as-errors, simulator destinations, or swift test. Mac-only.
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b-open-io-prompts Skill JSON Render MCPMCP Apps integration for json-render. Use when building MCP servers that render interactive UIs in Claude, ChatGPT, Cursor, or VS Code, or when integrating json-render with the Model Context Protocol.
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 ai-meeting, software-factory, visual-coordinator. 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.