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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tomevault-io Bundle Playwright Selector TestsGemini Prompt Runner (Chrome 拡張) の Playwright MCP ベースのセレクタテスト基盤を運用するスキル。`tests/scenarios/*.md` の実行、新シナリオの追加、`tests/src/inject-entry.js` 編集後のバンドル再ビルド、`browser_evaluate` 経由の IIFE 注入と `globalThis` 露出のコツ、初回セットアップ（Playwright ブラウザの cache 配置、`.claude/settings.json` の sandbox 設定、Google アカウントログインの永続化）まで、テストの実行・追加・メンテに関わる作業で必ず参照する。「tests/scenarios/XX-XXX.md を実行」「Playwright MCP のテストを動かす」「セレクタテストを実行」「Gemini UI 変更でテストが壊れていないか確認」「新しいシナリオを追加して」「inject-bundle.js を再ビルド」「テスト基盤を再セットアップ」「ブラウザインストールが失敗する」「bundle 注入後 globalThis が見えない」といった発言が出たら必ずこのスキルを使う。テスト関連で「これでテストが通るか確認しといて」と曖昧に頼まれた場面でも本スキルの適用を疑うこと。 Use when this capability is needed.
- tomevault-io Bundle Hailstone Sequence
Compute the complete Hailstone sequence for a given starting number by repeatedly calling the next_number tool until the value 1 is reached. Use when this capability is needed.
- tomevault-io Bundle Github Issue Analyzer
Fetches issues from any GitHub repository with recent activity and generates a prioritized report by analyzing issue state, labels, and comment counts to identify high-priority bugs, enhancements, and good first issues for contributors. Use when this capability is needed.
- tomevault-io Bundle Omer Metin Skills For Antigravity Agent Based Modeling
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- tomevault-io Bundle Omer Metin Skills For Antigravity Agent Memory Systems
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- tomevault-io Bundle Omer Metin Skills For Antigravity LLM Game Development
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- tomevault-io Bundle S Fetch
Fetch a URL directly with scrapling's bot-detection bypass. Use when the user asks to fetch, curl, or scrape a URL from a bot-protected site. Use when this capability is needed.
- tomevault-io Bundle Capability Graph Builder
Build queryable capability graphs from manifests using Codex for relationship inference between skills, resources, and capabilities. Use when this capability is needed.
- tomevault-io Skill N8n Workflow Patterns
Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, or scheduled tasks.
Audited - tomevault-io Bundle Phoenix Observability
Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running evaluations on datasets, or monitoring production AI systems with real-time insights. Use when this capability is needed.
- tomevault-io Bundle Validation Plan Artifacts
This skill MUST be invoked when the user says "review research", "review data model", "review contracts", "plan quality", "phase review", or "design gaps". SHOULD also invoke when user mentions "artifact review" or "planning validation". Use when this capability is needed.
- tomevault-io Bundle Deephaven Core Query Writing
Work with Deephaven for real-time data processing. Use for table queries, joins, aggregations, time-series, UI dashboards, plotting (dx), Kafka streaming, Iceberg integration. Triggers on mentions of Deephaven, tables or queries, and related concepts. Use when this capability is needed.
- tomevault-io Bundle Google Maps Teneo
Use when working with the agent gives you the ability to extract data from google maps through different commands.
- tomevault-io Bundle Toolbox Changelog
Generates user-facing changelogs for Devolutions Gateway and Devolutions Agent in Devolutions ToolBox format from CHANGELOG.md.
- tomevault-io Bundle Didit Protocol Didit Agent Skills Didit Face Search
Didit Face Search API (1:N)
- tomevault-io Bundle Generating Sorbet
Generates Sorbet type signatures in separate RBI files from Ruby source files. Triggers when creating type definitions, adding types to Ruby code, or generating .rbi files for classes/modules without existing Sorbet signatures.
- tomevault-io Bundle Cursor Pricing Updater
Updates the Cursor usage pricing catalog for a calculator app by fetching the official Cursor Models & Pricing docs, comparing them with pricing.json, adding new models, removing delisted official models, normalizing aliases, and validating pricing rules. Use this whenever the user asks to update Cursor model prices, refresh pricing.json, sync the calculator with Cursor docs, compare current Cursor models, or maintain token-pricing rules. Use when this capability is needed.
- tomevault-io Bundle Agent Memory Save
AI Agentのコンテキストを一時的に保存するためのSKILL。Agentが現在のチャット文脈の保存を依頼された場合、このSKILLを使用して不揮発化し、その後の整理に活用する。 Use when this capability is needed.
- tomevault-io Bundle Fal Model List
fal.ai の全モデル一覧を取得・検索・フィルタする。キーワード検索、カテゴリ絞り込み、複数の出力形式に対応。 Use when this capability is needed.
- tomevault-io Bundle Ecos Agent Lifecycle
Use when spawning, terminating, hibernating, or waking agents. Trigger with agent spawn, termination, or hibernation requests.
- tomevault-io Bundle Eia Label Taxonomy
GitHub label taxonomy reference for the Integrator Agent. Use when managing PR reviews, updating PR status, or applying review labels. Trigger with review label requests. Use when this capability is needed.
- tomevault-io Bundle Langchain Migration Deep Dive
Migrate to LangChain from raw OpenAI SDK, LlamaIndex, or custom LLM Use when this capability is needed.
- tomevault-io Bundle Fulcrum Agent Team
Build Fulcrum features using Claude Code Agent Teams. Takes a plan document path and optional team size. Spawns specialized agents in tmux split panes with contracts and validation gates. Use when this capability is needed.
- tomevault-io Bundle Using Langchain
LangChain 1.x patterns for chains, tools, memory, and structured outputs Use when this capability is needed.
- tomevault-io Bundle Output Formatter
Integrate agent output results into structured final output, support multiple formats. Suitable for integrating analysis reports, generating structured reports Use when this capability is needed.
- tomevault-io Bundle Grimblaz Agent Orchestra Documentation Finalization
<!-- platform-assumptions: markdown skill guidance for VS Code custom agents in Agent Orchestra; applies to repository documentation and agent markdown updates. -->
- tomevault-io Bundle Haiyuan AI Agent Skills Modelscope Zimage Generator
ModelScope Z-Image Generator Skill
- tomevault-io Bundle Hikaze Backend
Backend Python work for Hikaze Model Manager 2. Use when editing nodes/, backend/server/, shared/types/*.py, migrations, path resolution, or ComfyUI integration behavior. Use when this capability is needed.
- tomevault-io Bundle Xiaohongshu Recruiter
用于在小红书上发布高质量的 AI 相关岗位招聘帖子。包含自动生成极客风格的招聘封面图和详情图，并提供自动化发布脚本。当用户需要发布招聘信息、寻找 Agent 设计师或其他 AI 领域人才时使用。 Use when this capability is needed.
- tomevault-io Bundle Value Design Catch Copy
価値デザインモデルの言葉を作成する（Phase 2-3） Use when this capability is needed.
- tomevault-io Bundle Drive Openclaude
Use when delegating a coding task to the OpenClaude CLI (`openclaude`) from Claude Code. OpenClaude is a Claude-Code-compatible agent CLI whose standout feature is --provider (anthropic/openai/gemini/github/bedrock/vertex/ollama). Covers print mode, permission modes, providers, and tmux. Load delegate-to-agents first.
- tomevault-io Bundle Kart Rc Dataobservability Agents CI Gatekeeper Agent
CI Gatekeeper Agent
- tomevault-io Bundle Proactive Notifier
Proactive agent that monitors database state (e.g., expiration dates) and sends push notifications. Use when this capability is needed.
- tomevault-io Bundle Code Review Performance
Run performance-focused code review when changes may affect latency, throughput, or CPU/memory/I/O efficiency on critical paths. Use for merge decisions requiring explicit performance-risk findings; do not use for broad non-performance review scope. Use when this capability is needed.
- tomevault-io Bundle Express API Development
Express API development workflow for production-ready Node.js services. Use when Express-specific API code (routing, middleware chain, validation, error handling, auth integration, request lifecycle behavior) must be implemented or revised; do not use for repository-wide architecture governance or release management policy. Use when this capability is needed.
- tomevault-io Bundle Security Authentication
Security workflow for authentication architecture, credential lifecycle, and session/token assurance. Use when login, identity proofing, MFA, or session security decisions are required; do not use for authorization policy design or non-security quality tuning. Use when this capability is needed.
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 playwright-selector-tests, hailstone-sequence, github-issue-analyzer. 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.