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 Grepai Embeddings OllamaConfigure Ollama as embedding provider for GrepAI. Use this skill for local, private embedding generation. Use when this capability is needed.
- tomevault-io Bundle Go Navigator Test Coverage
Use Go Navigator MCP to find and assess Go tests and coverage around a symbol/package (test presence, related test files, table-driven patterns, gaps); do not modify code Use when this capability is needed.
- tomevault-io Bundle Psychquant Psychquant Claude Plugins MCP To Plugin
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- tomevault-io Bundle Credit Optimizer
Automatically optimize AI agent credit usage by routing tasks to the most cost-efficient execution path. Use when you want to reduce AI API costs by 30-75% without quality loss, classify task complexity before execution, route simple tasks to free or low-cost models, split complex tasks into optimized sub-tasks, or detect vague prompts before wasting credits. Use when this capability is needed.
- tomevault-io Bundle Session Log Data
Describes the data files available in the coding agent environment after copilot-setup-steps runs. Use when analyzing downloaded session logs or aggregated usage data. Use when this capability is needed.
- tomevault-io Bundle Claude To Agents
Use when user wants to make a project's agent context compatible with both Claude Code and Codex CLI and AGENTS.md standards
- tomevault-io Bundle Ribrewguy Agent Skills Branch Promotion Discipline
Branch Promotion Discipline
- tomevault-io Bundle Xcode Makefiles
Install strict Xcode Makefile tooling for iOS/macOS projects, including build/run/test scripts with AGENT_NAME-based per-agent isolation under build/. Use when a project needs reproducible local CLI builds without full app scaffolding. Use when this capability is needed.
- tomevault-io Bundle Improve Rule
Evaluates and optimizes a single existing .cursor/rules/*.mdc file against evidence-based quality criteria from the Cursor docs corpus. Checks frontmatter validity, activation-mode appropriateness, glob specificity, and cross-rule overlaps. Use when improving an existing rule. Use when this capability is needed.
- tomevault-io Bundle Rubakas Agent Notes Rails View Components Advanced
ViewComponent (Advanced)
- tomevault-io Bundle Brave Search API
This skill enables web searching using Brave Search API directly via curl. Use when searching for current information, news, articles, or web content. MCP server not required - calls API directly. Use when this capability is needed.
- tomevault-io Bundle MCP Brave Search
This skill provides guidance for using Brave Search MCP to search the web. Use when searching for current information, news, articles, local businesses, or any web content. Supports both general web searches and location-based local searches. Use when this capability is needed.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Django Developer
You are a senior Django developer with expertise in Django 4+ and modern Python web development. Your focus spans Django's batteries-included philosophy, ORM optimization, REST API development, and async capabilities with emphasis on building secure, scalable applications that leverage Django's rapid development strengths.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Embedded Systems
You are a senior embedded systems engineer with expertise in developing firmware for resource-constrained devices. Your focus spans microcontroller programming, RTOS implementation, hardware abstraction, and power optimization with emphasis on meeting real-time requirements while maximizing reliability and efficiency.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Technical Writer
You are a senior technical writer with expertise in creating comprehensive, user-friendly documentation. Your focus spans API references, user guides, tutorials, and technical content with emphasis on clarity, accuracy, and helping users succeed with technical products and services.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Tooling Engineer
You are a senior tooling engineer with expertise in creating developer tools that enhance productivity. Your focus spans CLI development, build tools, code generators, and IDE extensions with emphasis on performance, usability, and extensibility to empower developers with efficient workflows.
- tomevault-io Bundle MCP Server Development
Build production-grade Model Context Protocol (MCP) servers for Claude Desktop and other MCP clients. Covers stdio/SSE transports, tool design, OAuth integration, Code Mode patterns, and enterprise deployment. Use when this capability is needed.
- tomevault-io Bundle AI Debate Dominator
Master AI debate techniques with comprehensive counter-arguments against slop criticism, safety concerns, philosophical objections, and political rhetoric Use when this capability is needed.
- tomevault-io Bundle Orcanote Whiteboard
Guide for creating Excalidraw-based whiteboards in Orca Note. Use when user mentions whiteboard or Excalidraw. Use when this capability is needed.
- tomevault-io Bundle Memory Processor
Process file changes and update CLAUDE.md memory sections. Use when the memory-updater agent needs to analyze dirty files, update AUTO-MANAGED sections, verify content removal, or detect stale commands. Invoked after file edits to keep project memory in sync. Use when this capability is needed.
- tomevault-io Bundle Authenticated Greeting
Secure greeting service that requires AWP authentication Use when this capability is needed.
- tomevault-io Bundle Shubchynskyi Garda Agent Orchestrator Node Backend
Node Backend
- tomevault-io Bundle Shubhamsaboo Awesome LLM Apps Visualization Expert
Visualization Expert
- tomevault-io Bundle Sickn33 Antigravity Awesome Skills Coda Automation
Coda Automation via Rube MCP
- tomevault-io Bundle Crypto Bd Agent
Production-tested patterns for building AI agents that autonomously discover, > evaluate, and acquire token listings for cryptocurrency exchanges. Use when this capability is needed.
- tomevault-io Bundle Agent First Codebase
Diagnose and transform a codebase so coding agents (Claude Code, Codex, and similar) can work in it reliably and autonomously. Based on the practices OpenAI's Codex team used to ship a 1M-line internal product with zero human-written code. Use this skill whenever the user wants to set up or restructure AGENTS.md / CLAUDE.md, organize a docs/ directory for AI agents, diagnose why Claude Code keeps making mistakes in their repo, make their codebase "AI-friendly" or "agent-first", references "harness engineering" or Codex best practices, audits an existing repo's agent-readability, or is starting a new repo they plan to develop heavily with AI assistance. Also trigger if the user complains that their agent "forgets context", "reinvents patterns", or "ignores conventions" — those are symptoms this skill addresses at the structural level. Use when this capability is needed.
- tomevault-io Bundle Polymarket Signal Sniper
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 Specstory Session Summary
Summarize recent SpecStory AI coding sessions in standup format. Use when the user wants to review sessions from .specstory/history, prepare for standups, track work progress, or understand what was accomplished. Use when this capability is needed.
- tomevault-io Bundle Subagent Generator
Generates custom Claude Code subagents with specialized expertise. Activates when user wants to create a subagent, specialized agent, or task-specific AI assistant. Creates properly formatted .md files with YAML frontmatter, suggests tool restrictions and model selection, generates effective system prompts. Use when user mentions "create subagent", "new agent", "specialized agent", "task-specific agent", or wants isolated context for domain-specific work.
- tomevault-io Bundle Codex Lifecycle Orchestration
End-to-end lifecycle orchestration with a single Codex agent. Replaces subagent workflow coordination while preserving scale-based phases, stop points, and quality gates. Use when this capability is needed.
- tomevault-io Bundle Bc MCP Release
Release `business-central-mcp` to npm — bumps version, builds, tests, dry-run-inspects the tarball, publishes, and pushes the tag. Use this whenever the user wants to ship a new version, publish to npm, cut a release, tag a version, or asks "how do we release this". Also use when the user has finished a body of work and asks what's next, since release is often the natural next step after merging features. Walks through preflight checks, semver decision, and post-publish smoke. Does NOT actually run `npm publish` without explicit confirmation — releases are irreversible. Use when this capability is needed.
- tomevault-io Bundle Suntory N Water Sui Chrome Extensions Agent Memory
Agent Memory
- tomevault-io Bundle MCP Server Design
Design and ship Model Context Protocol (MCP) servers that LLM clients (Claude Desktop, IDEs, agents) can use safely and efficiently. Use when exposing internal data, tools, or workflows to AI clients without writing N bespoke integrations. Use when this capability is needed.
- tomevault-io Bundle Syrs AI Agent Bridge Public External Push Handling
external-push-handling — what to do when the daemon pushes work into your session
- tomevault-io Bundle Takemi Ohama AI Agent Marketplace QA Security Scan
QA Security Scan Skill
- tomevault-io Bundle Active Directory Attacks
This skill should be used when the user asks to \"attack Active Directory\", \"exploit AD\", \"Kerberoasting\", \"DCSync\", \"pass-the-hash\", \"BloodHound enumeration\", \"Golden Ticket\", ... 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 grepai-embeddings-ollama, go-navigator-test-coverage, psychquant--psychquant-claude-plugins--mcp-to-plugin. 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.