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 Skill Agent Email InboxWebhook signing secret for verifying inbound email event payloads. Returned as `signing_secret` in the response when you create a webhook via the API. Use when this capability is needed.
- tomevault-io Skill Aiusd Skill
AIUSD trading and account management skill for cryptocurrency trading and account management. Use when this capability is needed.
- tomevault-io Bundle Claw Monitor
Use the `clawmonitor` CLI/TUI to inspect OpenClaw sessions, model health, token usage, and gateway service health. Use when this capability is needed.
- tomevault-io Bundle Agent Memory
Persist and retrieve repository-specific knowledge using AGENTS.md files. Use when you want to save important information about a codebase (build commands, code style, workflows) for future sessions. Use when this capability is needed.
- tomevault-io Bundle Howopen
This skill allows the agent to perform an "Open Source Health Check" on the current project. It analyzes the technology stack, programming language distribution, and open-source licenses of dependencies. Use when this capability is needed.
- tomevault-io Bundle Owent Atframe Utils Atframe Utils
AI Agent Maintenance
- tomevault-io Bundle MCP Code Review
Review code for correctness, security, and LLM/MCP safety in this repo. Use when a code review, security review, or MCP/LLM audit is requested. Use when this capability is needed.
- tomevault-io Bundle Paulkinlan Co Do Comment Analyzer
Comment Analyzer Agent
- tomevault-io Bundle Paulkinlan Co Do Pr Test Analyzer
PR Test Analyzer Agent
- tomevault-io Bundle Pheuter Claude Agent Desktop DOCX
DOCX creation, editing, and analysis
- tomevault-io Bundle New Analyzer
Guide for adding a new AI coding agent analyzer to Splitrail. Use when implementing support for a new tool like Copilot, Cline, or similar. Use when this capability is needed.
- tomevault-io Bundle Build AI Agent
Build an AI agent that signs Sui transactions or runs onchain actions. Use when the user wants an AI agent on Sui. Use when this capability is needed.
- tomevault-io Bundle Plurigrid Asi How To Publish Paks
How to Publish Paks (Agent Skills)
- tomevault-io Bundle LLM Application Dev
Building applications with Large Language Models - prompt engineering, Use when this capability is needed.
- tomevault-io Bundle Rust Verification
Select and combine Rust verification tools — Miri, sanitizers, property testing, mutation testing, deterministic concurrency exploration (loom, shuttle, turmoil), bounded model checking (Kani), and deductive proofs (Verus). Use when choosing the smallest tool that gives the required guarantee for a given failure mode. Use when this capability is needed.
- tomevault-io Bundle Doc Export
Create comprehensive, self-contained documentation for a codebase. Use when asked to prepare documentation for external consumption, export docs for AI tools, consolidate scattered documentation, or create a documentation package that can stand alone without source code access. Triggers include "prepare docs for", "export documentation", "consolidate docs", "create documentation package", or requests to make docs suitable for tools that cannot access source code. Use when this capability is needed.
- tomevault-io Bundle Spec Driven Dev V2
Use when an agent will work for hours or days across many files and multiple vertical slices. Drives a three-level Project → Sprint → Task hierarchy with isolated per-task execution, a review round-loop, context packs for subagent reviewers, governance-as-code, and orchestrator-readable state. Designed for long-running drivers like /loop, autoresearch:ship, and goal-driven.
- tomevault-io Bundle Runtime Skills
Universal Runtime best practices for PyTorch inference, Transformers models, and FastAPI serving. Covers device management, model loading, memory optimization, and performance tuning. Use when this capability is needed.
- tomevault-io Bundle Lowyshin Giip Dev Agent Phase 4 API
Phase 4: API Design/Implementation + Zero Script QA
- tomevault-io Bundle Macos Notes
Create, read, search, and manage macOS Notes via AppleScript. Use when the user asks to take a note, jot something down, save an idea, create meeting notes, read a note, search notes, or anything involving Apple Notes on macOS. Triggers on requests like "note this down", "save this as a note", "create a note about X", "show my notes", "search my notes for X", "what did I write about X". macOS only. Use when this capability is needed.
- tomevault-io Bundle Ma1orek Replay MCP OAUTH Cloudflare
MCP OAuth Cloudflare
- tomevault-io Bundle Task Routing
Use BEFORE delegating any complex task to a subagent. Contains the routing table that maps task patterns to the correct specialized agent. MUST be consulted before using the Task tool for delegation decisions. Trigger keywords - "delegate", "subagent", "agent", "research", "implement", "investigate", "debug", "architect". Use when this capability is needed.
- tomevault-io Bundle MCP Workflow
FastMCP + DSIM workflow for UVM test execution. Use when compiling tests, running simulations, executing regression suites, or troubleshooting MCP integration. Use when this capability is needed.
- tomevault-io Bundle Ui5 Version Upgrade
Plan and execute a SAPUI5/OpenUI5 version upgrade. Use when the user is bumping the UI5 version in manifest.json, ui5.yaml, package.json, or an existing UI5 app and wants to identify deprecations in use, fixes that remove local workarounds, relevant new features, manifest/schema issues, and API replacements. Combines this server's `ui5_version_diff` tool with SAP's `@ui5/mcp-server` tools. Use when this capability is needed.
- tomevault-io Bundle Mark64oswald Healthsim Agent Skills
HealthSim - Synthetic Healthcare Data Generation
- tomevault-io Bundle Linear Lifecycle
Use when working with Linear issues, issue tracking, or project management. Uses the Linear CLI for zero-context issue management as a CLI alternative to MCP.
- tomevault-io Bundle Tk Issue Tracking
Use tk to manage tickets and keep .tickets/ in sync with code changes. Use when this capability is needed.
- tomevault-io Bundle Repo Sweep
Comprehensive pre-production repository audit for preparing repos for public release. Use when the user wants to perform a "final sweep", "production check", "pre-release audit", or prepare a repository to be made public. Audits metadata files across all project types (Fabric mods, Node/npm, Go, Python, etc.) for correct username/organization, checks README links, and identifies leftover development artifacts like planning docs, test scripts, and temporary files. Interactive cleanup with user confirmation. Use when this capability is needed.
- tomevault-io Bundle MCP Use MCP Use Chatgpt App Builder
ChatGPT App Builder
- tomevault-io Bundle Eidou Usage
Agent entrypoint for semantic UI composition via compose.py. Use when this capability is needed.
- tomevault-io Bundle Model Council
This skill should be used when the user asks for "model council", "multi-model", "compare models", "ask multiple AIs", "consensus across models", "run on different models", or wants to get solutions from multiple AI providers (Claude, GPT, Gemini, Grok) and compare results. Orchestrates parallel execution across AI models/CLIs and synthesizes the best answer. Use when this capability is needed.
- tomevault-io Bundle Refactor Guarded
Lightweight speed-bump for refactors that match the rejected-refactors list in AGENTS.md (Samsinn project). Greps for known-rejected patterns; on match, prints a one-line warning with line-pointer into AGENTS.md. NOT a gate — does not block, does not require justification. Just a friction reminder so future Codex sessions don't silently re-propose rejected work. Trigger keywords:/refactor, "refactor", "extract", "split createSystem", "replace lateBinding", "event bus", "consolidate", "MCP/REST parity", "artifact system". Use when this capability is needed.
- tomevault-io Bundle Playwright Dev
Explains how to develop Playwright - add APIs, MCP tools, CLI commands, and vendor dependencies. Use when this capability is needed.
- tomevault-io Bundle Microsoft Testfx Code Testing Agent
Code Testing Generation Skill
- tomevault-io Bundle Modbender Skill Library MCP Fastapi
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- tomevault-io Bundle Modbender Skill Library MCP Flutter
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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-email-inbox, aiusd-skill, claw-monitor. 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.