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 Mia Content CreatorAI agent content creation and monetization across platforms Use when this capability is needed.
- tomevault-io Bundle Simmer Signalsniper
Snipe Polymarket opportunities from your own signal sources. Monitors RSS feeds with Trading Agent-grade safeguards. Use when this capability is needed.
- tomevault-io Bundle Walletconnect Agent
Enable AI agents to autonomously connect to Web3 dApps via WalletConnect v2 and automatically sign transactions. Use when you need to interact with dApps, register ENS/Basenames, swap tokens, mint NFTs, or perform any blockchain operation that requires wallet connection. Supports Base, Ethereum, and other EVM chains. Use when this capability is needed.
- tomevault-io Bundle Didit Protocol Didit Agent Skills Didit Aml Screening
Didit AML Screening API
- tomevault-io Bundle Finishing Development Branches
AI agent completes development branches with comprehensive quality gates, clean git history, and thorough PR preparation. Use when wrapping up features, preparing for merge, or finalizing PRs. Use when this capability is needed.
- tomevault-io Bundle Claude Code Plugin Development
This skill should be used when the user asks to "create a plugin", "build a plugin", "write a plugin", or wants to bundle agents, hooks, commands, skills, or MCP servers into a distributable Claude Code plugin. Use when this capability is needed.
- tomevault-io Bundle Golang Coding Rules
Golangコーディング規約遵守のSKILL, *.goファイルを記述するに当たって必ず守らなければならないルール、一般的な実装パターンのアーキテクチャ説明 Use when this capability is needed.
- tomevault-io Bundle Eaa Design Management
Use when managing design documents. Trigger with design search, validation, or creation requests.
- tomevault-io Bundle Ecos Team Coordination
Use when coordinating team members across agent sessions, assigning roles, managing messaging, and maintaining team status. Trigger with team formation, updates, or coordination needs.
- tomevault-io Bundle Eia Github Pr Checks
Use when monitoring PR checks. Trigger with CI status, check verification, or PR readiness requests.
- tomevault-io Bundle Eoa Label Taxonomy
GitHub label taxonomy for multi-agent systems. Use when managing labels for issue tracking and coordination. Trigger with label requests. Use when this capability is needed.
- tomevault-io Bundle Gabrielmoreira Agent Skills Mirror Flutter Animations
Flutter Animations
- tomevault-io Bundle Gabrielmoreira Agent Skills Mirror Flutter Navigation
Flutter Navigation
- tomevault-io Bundle Gabrielmoreira Agent Skills Mirror Flutter Networking
Flutter Networking
- tomevault-io Bundle Chunking Strategy
Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages (10-20%), and semantic boundary detection methods. Validates semantic coherence and evaluates retrieval precision/recall metrics. Use when building retrieval-augmented generation systems, vector databases, or processing large documents.
- tomevault-io Bundle Gke Compute Class Creator
Guide for creating GKE ComputeClass resources. Use this skill when users want to define custom node configurations, autoscaling priorities, or hardware requirements (e.g., Spot VMs, GPUs, specific machine families) for their GKE workloads. Use when this capability is needed.
- tomevault-io Bundle Code Review Pre Merge Gate
Use this workflow when a PR or MR is close to merge and needs the shared
- tomevault-io Bundle Fetch Agents
Call Fetch.ai Agentverse agents by address. Search the Agentverse marketplace, browse a curated catalog of top agents (Tavily Search, ASI1-Mini, DALL-E 3, Technical Analysis, Asset Signal, Translator, Statistics, Github), and send ChatMessages to any agent. Use when working with Fetch.ai, Agentverse, uAgents, decentralized AI agents, or when the user wants to discover or message an agent on the Fetch.ai network. Use when this capability is needed.
- tomevault-io Bundle Langchain Langgraph Checkpointing
Persist LangGraph agent state correctly with MemorySaver and PostgresSaver\ Use when this capability is needed.
- tomevault-io Bundle Suno Prompt Architect
Expert Suno AI prompt engineering for cinematic, transformative music creation. Use this skill when creating Suno prompts for Vibe OS sessions, meditation tracks, or any AI-generated music that needs professional quality and emotional resonance. Use when this capability is needed.
- tomevault-io Bundle Gabrielmoreira Agent Skills Mirror Common Skill Creator
Agent Skill Creator Standard
- tomevault-io Bundle Gabrielmoreira Agent Skills Mirror Flutter Architecture
Flutter Architecture
- tomevault-io Bundle Configuring Systems
Interactive configuration and onboarding skill for Antigravity Agent Use when this capability is needed.
- tomevault-io Bundle Extending Knowledge
Extend Factory knowledge, skills, and templates via research, documents, Use when this capability is needed.
- tomevault-io Bundle Repo B Local Bridge Orchestrator
Run credit-first local Agent Bridge orchestration in <PRIVATE_REPO_B> with strict read-only validation, bounded indexing, and fail-closed guidance hints. Excludes MCP Comfy diagnostics. Use when this capability is needed.
- tomevault-io Bundle Testing MCP Tools
Testing patterns for MCP tools, integration tests, mocking European Parliament API, and achieving 80%+ coverage Use when this capability is needed.
- tomevault-io Bundle Authentication And Credentials For Agentic Workflows
Comprehensive security patterns for managing authentication in GitHub Agentic Workflows including GitHub token types, credential storage, token rotation, least privilege access control, MCP server authentication, and API key management best practices. Use when this capability is needed.
- tomevault-io Bundle Fns MCP
Fast Note Sync Service MCP SSE Skill (Bilingual). Allows agents to access and manage notes, files, and vaults via the MCP protocol. Use when this capability is needed.
- tomevault-io Bundle Database Architect Agent
Comprehensive database architecture agent that provides expert guidance on database design, schema optimization, query performance tuning, and migration strategies. Covers relational and NoSQL databases, indexing strategies, normalization, data modeling, and scaling patterns. Use for database design, performance optimization, migration planning, or data architecture decisions. Use when this capability is needed.
- tomevault-io Bundle Train Sentence Transformers
Train or fine-tune sentence-transformers models across `SentenceTransformer` (bi-encoder; dense or static embedding model; for retrieval, similarity, clustering, classification, paraphrase mining, dedup, multimodal), `CrossEncoder` (reranker; pair scoring for two-stage retrieval / pair classification), and `SparseEncoder` (SPLADE, sparse embedding model; for learned-sparse retrieval). Covers loss selection, hard-negative mining, evaluators, distillation, LoRA, Matryoshka, and Hugging Face Hub publishing. Use for any sentence-transformers training task. Use when this capability is needed.
- tomevault-io Bundle Open Computer Use
Platform-neutral guidance for using Open Computer Use, the open-source Computer Use MCP server and CLI for macOS, Linux, and Windows. Use when an agent needs to install, verify, troubleshoot, configure, or operate Open Computer Use through its native CLI, stdio MCP server, or direct Computer Use tool calls. Use when this capability is needed.
- tomevault-io Bundle Flutter Device Crud Testing
Comprehensive Flutter app CRUD testing on real devices/simulators using Mobile MCP + Dart MCP. Use when user asks to "test all pages", "verify all buttons", "run device CRUD test", "全頁面測試", "模擬器測試", "跑一遍所有按鈕". Triggers on keywords like "test all screens", "CRUD test", "device test", "tap every button", "full page test". Use when this capability is needed.
- tomevault-io Bundle Code Templates
Production-ready code templates for Kailash SDK including basic workflows, cyclic workflows, custom nodes, MCP servers, and all three test tiers (unit, integration, end-to-end). Use when asking about 'template', 'example code', 'starter code', 'boilerplate', 'scaffold', 'workflow template', 'custom node template', 'MCP server template', 'test template', 'unit test template', 'integration test template', or 'E2E test template'. Use when this capability is needed.
- tomevault-io Bundle Intent Solutions Io Create Agent Skill Md Invalid Skill
Invalid Skill
- tomevault-io Bundle Warning Example
I am a skill that has some quality issues but is technically valid. Use when this capability is needed.
- tomevault-io Bundle Debug Test Failures
Workflow for investigating and fixing failing tests in this project 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 mia-content-creator, simmer-signalsniper, walletconnect-agent. 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.