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 Agent Performance AnalyzerAgent skill for performance-analyzer - invoke with $agent-performance-analyzer Use when this capability is needed.
- tomevault-io Bundle Agent Production Validator
Agent skill for production-validator - invoke with $agent-production-validator Use when this capability is needed.
- tomevault-io Bundle Agent Swarm Memory Manager
Agent skill for swarm-memory-manager - invoke with $agent-swarm-memory-manager Use when this capability is needed.
- tomevault-io Bundle Agent V3 Memory Specialist
Agent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialist Use when this capability is needed.
- tomevault-io Bundle Agent V3 Queen Coordinator
Agent skill for v3-queen-coordinator - invoke with $agent-v3-queen-coordinator Use when this capability is needed.
- tomevault-io Bundle Openrouter Models
Find and test free OpenRouter models. Lists available free models, tests their availability, and selects the best working model for code generation tasks. Use this before spawning agents to select cost-effective models. Use when this capability is needed.
- tomevault-io Bundle Synapse A2a
This skill provides comprehensive guidance for inter-agent communication using the Synapse A2A framework. Use this skill when sending messages to other agents via synapse send/reply commands, understanding priority levels, handling A2A protocol operations, managing task history, configuring settings, or using File Safety features for multi-agent coordination. Automatically triggered when agent communication, A2A protocol tasks, history operations, or file safety operations are detected. Use when this capability is needed.
- tomevault-io Bundle MCP Building
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when this capability is needed.
- tomevault-io Bundle Agent Developing Agents
AI agent development standards including frontmatter structure, naming conventions, tool access patterns, model selection, and reference documentation structure Use when this capability is needed.
- tomevault-io Bundle Detecting Logic Bypass
Detects logic bypass vulnerabilities including authentication bypass, authorization bypass, and business logic flaws. Use when analyzing authentication mechanisms, access controls, or investigating security control bypasses. Use when this capability is needed.
- tomevault-io Bundle Research Hub Multi AI
Research-domain router that writes `.coord/multi_ai_plan.md` when a single round of work will need two or more delegates AND the work touches research-hub artifacts (`.research/`, `.paper/`, Zotero/Obsidian/NotebookLM pipelines). For a single delegate, use `codex-delegate` or `gemini-delegate` directly — do not invoke this skill. For generic non-research multi-agent decomposition (pure code refactor, generic translation, no research-hub artifact), use `agent-collab-workspace:agent-task-splitter` instead (different artifact `.coord/plan.yml`, different scope). The router decides task splitting, dependency ordering, and reconciliation; the leaves execute. Use when this capability is needed.
- tomevault-io Bundle Xavierer Appsec Agent Skills LLM Sast Scanner
SAST Vulnerability Analysis
- tomevault-io Bundle Gh Pr Review Comment
Add a review comment to a specific line in a GitHub pull request. Use when the user wants to comment on specific code in a PR diff. Use when this capability is needed.
- tomevault-io Bundle Camofox Browser
Anti-detection browser automation using Camoufox (Firefox fork with C++ fingerprint spoofing). Use when standard browser tools get blocked by Cloudflare, Akamai, or bot detection. Triggers include "stealth browse", "anti-detection", "bypass bot", "camofox", "blocked by Cloudflare", scraping protected sites (X/Twitter, Amazon, Product Hunt), or when agent-browser/playwright fails with bot detection errors. Use when this capability is needed.
- tomevault-io Bundle Yohayetsion Product Org Os Interaction Recall
Query **past interactions** — agent conversations, gateway sessions, and skill invocations — to understand what was discussed, who contributed, and what conclusions were reached.
- tomevault-io Bundle Inbox Write
別エージェントのinboxにメッセージを送信する。agent-to-agent通信の唯一の手段。 Use when this capability is needed.
- tomevault-io Bundle Web Research Workflow
Unified decision tree for web research and competitive monitoring. Auto-selects WebFetch, Tavily, or agent-browser based on target site characteristics and available API keys. Includes competitor page tracking, snapshot diffing, and change alerting. Use when researching web content, scraping, extracting raw markdown, capturing documentation, or monitoring competitor changes. Use when this capability is needed.
- tomevault-io Bundle Devflow Planning
AI-powered sprint planning, velocity analysis, and capacity forecasting. Use for planning sprints, predicting outcomes, and providing agile recommendations based on historical data. Use when this capability is needed.
- tomevault-io Bundle Playwright E2e Skill
Browser automation and E2E testing with Playwright MCP. Use when automating web pages, testing UI, debugging visual issues, or validating user flows. Use when this capability is needed.
- tomevault-io Bundle Develop MCP Server TS
Standardized workflow for building MCP (Model Context Protocol) servers in TypeScript. Use when building or extending an MCP server with the official TypeScript SDK (tools, resources, prompts), adding tool annotations (title, readOnlyHint, etc.), choosing Stdio vs Streamable HTTP transport, or testing with MCP Inspector or Claude Desktop. Use when this capability is needed.
- tomevault-io Bundle Formax Slash Command Workflow
Use when adding/modifying Formax slash commands (/permissions /agents /hooks /todos etc), especially output rendering (command sublines), overlay dismiss messages, and whether outputs are injected into the next LLM turn.
- tomevault-io Bundle Agent Types
Choose the right agent type for each task including built-in agents (Bash, Explore, Plan, general-purpose) and plugin agents (review, research, refactoring, SDLC). Use when selecting agent types, understanding agent capabilities, or matching agents to tasks. Use when this capability is needed.
- tomevault-io Bundle Rlm Pattern
Process files exceeding context limits using the RLM (Recursive Language Model) pattern with agent teams. Use when you need to process large files, analyze documents exceeding context, apply RLM chunking, chunk and analyze large content, or handle long context documents. Use when this capability is needed.
- tomevault-io Bundle Task System
Manage shared task lists for agent teams including creating tasks, setting dependencies, claiming work, and tracking progress. Use when creating work items, building task pipelines, coordinating task ownership, or managing task dependencies. Use when this capability is needed.
- tomevault-io Bundle 0x0funky Agent Sprite Forge Agent Sprite Forge
Generate2dsprite
- tomevault-io Bundle Gemini Prompts
This skill should be used when the user asks to "write a prompt for image generation", "design a generation prompt", "create a sprite prompt", "compose a Gemini prompt", "structure a prompt for game art", or otherwise needs to construct prompts for the gemini-creative-plugin. Covers the Identity Guide 5-line pattern, isolation suffix template for asset extraction, narrative-vs-keyword rules, and Do/Avoid prompting rules. Domain-specific prompt structures (sprites, environments, UI, icons, web) live in references/domain-structures.md. Use when this capability is needed.
- tomevault-io Bundle Platform Market Analysis System
Market analysis system using AI agents, streaming chat interface, and real-time data integration. Use when this capability is needed.
- tomevault-io Bundle Abilenduke Copilot Developer AI Agent Patterns
AI Agent Patterns
- tomevault-io Bundle Acauhi99 Opencode Agent System Commit And Push
> **Tool mapping (OpenCode):** This skill uses:
- tomevault-io Bundle Security And Hardening
Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building any feature that accepts untrusted data, manages user sessions, or interacts with third-party services. Use when this capability is needed.
- tomevault-io Bundle Aeyeops Aeo Skill Marketplace Claude Agent Sdk
Claude Agent SDK - Python Expert
- tomevault-io Bundle Agentskillexchange Skills Langchain MCP Server
LangChain MCP Server
- tomevault-io Bundle Creating Abstractions
Implementing DataSource, Agent, OutputGenerator and other OpenBench abstractions. Use when creating new data sources, agents, output generators, data stores, or framework adapters. Use when this capability is needed.
- tomevault-io Bundle Selenium Self Healing
AI-powered self-healing Selenium tests with Reqnroll BDD Use when this capability is needed.
- tomevault-io Bundle Sentry Agents Md
Generate and maintain AGENTS.md files with concise agent instructions for AI coding assistants. Use when setting up project-level AI configuration. Use when this capability is needed.
- tomevault-io Bundle Vault Semantic Search
Search vault notes by meaning using semantic search (RAG). Activate this skill when users want to find notes by concept or topic rather than exact keywords, or when keyword search tools return poor results. 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 agent-performance-analyzer, agent-production-validator, agent-swarm-memory-manager. 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.