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 Dj Prefixed UlidsUse Stripe-style prefixed ULID primary keys (e.g. `prd_01jq3v...`) for every Django model instead of integers or UUIDs. Use when setting up a new model, reviewing a schema that still uses auto-increment or UUID primary keys, or when the user mentions IDs, slugs, public identifiers, or referential debugging. Produces short readable prefixes, time-sortable values, and IDs that are safe to expose in URLs and logs. Use when this capability is needed.
- tomevault-io Bundle Ekson73 Multi Agent Os Agentic Tool Forge
Agentic-Tool Forge
- tomevault-io Bundle Te Config
Use this skill when users ask "add MCP server", "remove MCP", "configure tool executor", "add new tool", "environment variables for tool executor", "regenerate registry", or need to modify which MCP servers are available in the sandbox.
- tomevault-io Bundle Te Doctor
Use this skill when users say "tool executor not working", "diagnose tool executor", "check MCP health", "run tool executor tests", "debug search_tools", "execute_code failing", or need to troubleshoot issues with the Tool Executor.
- tomevault-io Bundle Create MCP App
This skill should be used when the user asks to "create an MCP App", "add a UI to an MCP tool", "build an interactive MCP View", "scaffold an MCP App", or needs guidance on MCP Apps SDK patterns, UI-resource registration, MCP App lifecycle, or host integration. Provides comprehensive guidance for building MCP Apps with interactive UIs. Use when this capability is needed.
- tomevault-io Bundle Test Infrastructure
Core test infrastructure patterns for monorepo Vitest setup including global configuration, mocking patterns, and test standards Use when this capability is needed.
- tomevault-io Bundle Pss Usage
Use when interpreting element suggestions or troubleshooting PSS. Used by pss-agent-profiler. Trigger with /pss-status.
- tomevault-io Bundle Obsidian Kanban
This skill should be used when the user asks to "create a Kanban board", "make an Obsidian Kanban board", "Kanban board format", "add a Kanban column", "edit Kanban cards", "Kanban board settings", or wants to create, edit, or understand Obsidian Kanban plugin board files (.md files with kanban-plugin frontmatter). Use when this capability is needed.
- tomevault-io Bundle Erich3000 Ji Agent Skills Todo Processing
todo-processing
- tomevault-io Bundle Context Bridge
Pack bounded repository context, apply SemPatch YAML safely, and use the MCP/CLI/browser companion workflow for local codebases. Use when this capability is needed.
- tomevault-io Bundle Session Investigator
Investigate fast-agent session and history files to diagnose issues. Use when a session ended unexpectedly, when debugging tool loops, when correlating sub-agent traces with main sessions, or when analyzing conversation flow and timing. Covers session.json metadata, history JSON format, message structure, tool call/result correlation, and common failure patterns. Use when this capability is needed.
- tomevault-io Bundle Receive Feedback
Process external code review feedback with technical rigor. Use when receiving feedback from another LLM, human reviewer, or CI tool. Verifies claims before implementing, tracks disposition. Use when this capability is needed.
- tomevault-io Bundle Odoo Code Review
Review Odoo code for correctness, security, performance, and Odoo 18 standards. Use when reviewing Odoo modules, diffs, or pull requests; produce a scored report with weighted criteria. Use when this capability is needed.
- tomevault-io Bundle Odoo Code Tracer
Trace Odoo code execution flow from entry point to end. Use proactively when planning tasks, reviewing code, or understanding how features work end-to-end. Follows all function calls, method overrides, inheritance chains, and callbacks without missing any execution path. Use when this capability is needed.
- tomevault-io Bundle Vdustr Vp Claude Code Marketplace Skills
Agent Skills Management
- tomevault-io Bundle Governancestart Agent Session
Starts a new agent session record with deterministic naming. Use when this capability is needed.
- tomevault-io Bundle Tic Tac Toe CLI
Implement or refactor the Python CLI tic-tac-toe game in this repo, including board model, move validation, win/draw logic, game loop, and bot behavior. Use when working on core gameplay modules or CLI entrypoints for this project. Use when this capability is needed.
- tomevault-io Bundle Minicode Usage
Guide for using the minicode-sdk library. Use this skill when the user wants to learn how to use minicode-sdk to build AI agents, integrate tools, use MCP servers, or configure the SDK. Use when this capability is needed.
- tomevault-io Bundle Hooked Model
Use when asked to "build habit-forming products", "Hooked model", "trigger action reward investment", "create sticky behavior loops", or "design habit loops". Helps design products that form unprompted user habits. The Hooked Model (created by Nir Eyal) explains how products create habits through Trigger, Action, Variable Reward, and Investment.
- tomevault-io Bundle Codex Project Guidance
Inspect a destination repository and create or revise Codex project guidance for AGENTS.md, prompting, configuration, validation, and review. Use when a user asks to implement Codex best practices in a repo, audit AGENTS.md, add prompting guidance, document Codex config, define validation commands, or create review guidance. Use when this capability is needed.
- tomevault-io Bundle Wheels Model Generator
Generate Wheels ORM models with proper validations, associations, and methods. Use when the user wants to create or modify a Wheels model, add validations, define associations (hasMany, belongsTo, hasManyThrough), or implement custom model methods. Prevents common Wheels-specific errors like mixed argument styles and ensures proper CFML syntax. Use when this capability is needed.
- tomevault-io Bundle Read Codebase Aidocs
Read AI-generated documents to understand the codebase. Use when a new session starts. Use when this capability is needed.
- tomevault-io Bundle Xiwen Haochi Agent Rule Miner Rule Miner
Rule Miner
- tomevault-io Bundle Xpr Agent Operator
Operate an autonomous AI agent on XPR Network's trustless registry Use when this capability is needed.
- tomevault-io Bundle Sdd Security Check
Perform OWASP-aligned security audit of code. Checks for common vulnerabilities including injection, authentication flaws, sensitive data exposure, and more. Invoked via /sdd-security-check [file-path or scope]. Use when this capability is needed.
- tomevault-io Bundle Yohayetsion Product Org Os Pricing Model
Document Intelligence
- tomevault-io Bundle Yohey W Multi Agent Shogun Skill Creator
Skill Creator — Claude Code Skills Design & Generation v2.0
- tomevault-io Bundle Youdotcom Oss Agent Skills Youdotcom CLI
You.com Web Search, Research & Content Extraction
- tomevault-io Bundle Yutori Competitor Watch
Quickly set up monitoring for a competitor company. Tracks news, product updates, funding, and public announcements. Use when this capability is needed.
- tomevault-io Bundle Prompt Optimize
Expert prompt engineering skill that transforms Claude into "Alpha-Prompt" - a master prompt engineer who collaboratively crafts high-quality prompts through flexible dialogue. Activates when user asks to "optimize prompt", "improve system instruction", "enhance AI instruction", or mentions prompt engineering tasks. Use when this capability is needed.
- tomevault-io Bundle Zhin Prompt Interaction
Guides interactive user input collection using the Zhin Prompt class. Covers text, number, confirm, list, and pick prompts with timeout handling and Schema-based input. Use when a plugin needs to collect input from users in a conversational flow. Use when this capability is needed.
- tomevault-io Bundle Anthropic Prompt Engineer
Master Anthropic's prompt engineering techniques to generate new prompts or improve existing ones using best practices for Claude AI models. Use when this capability is needed.
- tomevault-io Bundle Analyze Peer Protocol
Analyze Peer protocol health and performance — volume trends, liquidity depth, spreads, maker/taker leaderboards, and market data. Use when the agent wants to understand protocol metrics, compare periods, rank participants, or assess market conditions. Use when this capability is needed.
- tomevault-io Bundle Clangd Graph RAG
This skill enables deep semantic and structural analysis of C/C++ codebases using a pre-built Neo4j GraphRAG. It provides insights into call chains, class hierarchies, macro causality, and type aliases. Use when this capability is needed.
- tomevault-io Bundle Django Ticket Triage
Analyze a Django Trac ticket and produce a triage recommendation report. Use when this capability is needed.
- tomevault-io Bundle Summon Daem0n
Guide for initializing and consolidating Daem0n-MCP across project structures 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 dj-prefixed-ulids, ekson73--multi-agent-os--agentic-tool-forge, te-config. 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.