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 Eduardo Sl Go Agent Skills Go DatabaseGo Database Patterns
- tomevault-io Bundle Python Optional Deps
How to add and guard optional dependencies (provider SDKs, asyncpg, langfuse, mcp, etc.) so the core package stays installable without extras. Use any time you import a provider SDK or DB driver. Use when this capability is needed.
- tomevault-io Bundle Worktree Policy
Enforce mandatory git worktree usage for multi-agent file modifications Use when this capability is needed.
- tomevault-io Bundle Debate Hall
Wind/Wall/Door debate orchestration router. Routes to focused skills based on task. Use when this capability is needed.
- tomevault-io Bundle Octave Mythology
Functional mythological compression for OCTAVE documents. Semantic shorthand for LLM audiences, not prose decoration Use when this capability is needed.
- tomevault-io Bundle Doc Preview
Preview the documentation hierarchy and structure. Shows a tree view of docs with titles, categories, and order. Use to understand doc organization or plan new additions. Use when this capability is needed.
- tomevault-io Bundle Pr Writing Review
Extract and analyze writing improvements from GitHub PR review comments. Use when asked to show review feedback, style changes, or editorial improvements from a GitHub pull request URL. Handles both explicit suggestions and plain text feedback. Produces structured output comparing original phrasing with reviewer suggestions to help refine future writing. Use when this capability is needed.
- tomevault-io Bundle Gedcomx Java
This skill should be used when the user is working with the GEDCOM X Java library, asks about "gedcomx-java", "gedcomx-model", "gedcomx-fileformat", "gedcomx-date", the FamilySearch API client, JAXB serialization of GEDCOM X, Jackson JSON for GEDCOM X, or any Java code that imports from "org.gedcomx". Also activates when the user asks how to build, serialize, deserialize, or extend GEDCOM X data using Java. Use when this capability is needed.
- tomevault-io Bundle Word
Create, read, edit, and manipulate Microsoft Word documents (.docx files). Use when users ask to work with Word files, create documents, read .docx files, or format text documents. Use when this capability is needed.
- tomevault-io Bundle Research Codebase
Research codebase comprehensively using parallel sub-agents. Use when the user asks to "research the codebase", "understand how X works", or "investigate Y". Use when this capability is needed.
- tomevault-io Bundle Android Jetpack Compose
Standards for Declarative UI, State Hoisting, and Performance Use when this capability is needed.
- tomevault-io Bundle Backend Skill
1. 直接调用后端 API，直接控制项目配置、文件管理、知识库、MCP 等核心功能。2. 介绍项目配置文件，便于直接修改配置文件以实现某些需求。 Use when this capability is needed.
- tomevault-io Bundle Autonomous Agent Harness
Transform Gemini Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Gemini Code's native crons, dispatch, MCP tools, and memory. Use when the user wants continuous autonomous operation, scheduled tasks, or a self-directing agent loop. Use when this capability is needed.
- tomevault-io Bundle Whisk Image Generation
Generate D&D character images using Google Gemini or Whisk via manual browser automation (DevTools MCP). Use when this capability is needed.
- tomevault-io Bundle Secret Scanning
Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation. For pre-commit secret scanning in AI coding agents via the GitHub MCP Server, this skill references the Advanced Security plugin (`advanced-security@copilot-plugins`). Use this skill when enabling secret scanning, setting up push protection, defining custom patterns, triaging alerts, resolving blocked pushes, or when an agent needs to scan code for secrets before committing. Use when this capability is needed.
- tomevault-io Bundle Security Skills Guide
Guide for security-related Agent Skills including penetration testing, code auditing, threat hunting, and forensics skills. Use when this capability is needed.
- tomevault-io Bundle Gologo13 Agent Skills Write Unit Tests
Write Unit Tests
- tomevault-io Bundle Bio Temporal Genomics Trajectory Modeling
Models continuous temporal trajectories from bulk or time-resolved omics data using generalized additive models (mgcv), spline regression, and changepoint detection (segmented, ruptures). Fits smooth gene expression curves and tests trajectory differences between conditions. Use when fitting non-linear temporal models to bulk time-series data or comparing developmental trajectories across conditions. Not for single-cell pseudotime (see single-cell/trajectory-inference). Use when this capability is needed.
- tomevault-io Bundle Freeact Interaction
Interact with freeact agent via tmux for testing Use when this capability is needed.
- tomevault-io Bundle Graysurf Agent Kit GRAPHQL API Testing
GraphQL API Testing
- tomevault-io Bundle Subagent Creator
Create specialized Claude Code sub-agents with custom system prompts and tool configurations. Use when users ask to create a new sub-agent, custom agent, specialized assistant, or want to configure task-specific AI workflows for Claude Code. Use when this capability is needed.
- tomevault-io Bundle Agentify
Bootstraps a dispatchable Claude sub-agent skill for every coding agent CLI installed on this machine (codex, aider, cursor, etc.). Use when the user wants to delegate tasks to locally-installed agent CLIs or expand the plugin's agent fleet. Use when this capability is needed.
- tomevault-io Bundle Continuous AI Patterns
Continuous AI patterns from Agent Factory - issue triage, documentation sync, code quality, security scanning, and project coordination Use when this capability is needed.
- tomevault-io Bundle Copilot Agent Patterns
GitHub Copilot custom agent design patterns, best practices, collaboration workflows, and agent orchestration Use when this capability is needed.
- tomevault-io Bundle MCP Server Integration
Model Context Protocol (MCP) server integration, configuration, and usage patterns for GitHub Copilot custom agents Use when this capability is needed.
- tomevault-io Bundle Spec Miner
Use when understanding legacy or undocumented systems, creating documentation for existing code, or extracting specifications from implementations. Invoke for legacy analysis, code archaeology, undocumented features.
- tomevault-io Bundle Helloworldsungin Ark AI MCP MCP Linear
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- tomevault-io Bundle Extract
研究方法论反向提取器。从已有深度研究文档中提取可复用的研究框架模板，实现"研究思路模板化、未来场景复用化"。适用于沉淀研究方法论、生成 Agent Prompt 模板、构建标准化研究流程。 Use when this capability is needed.
- tomevault-io Bundle Higashi Kota LLM Internal RAG Chat E2e
E2E Testing Skill
- tomevault-io Bundle Apify Apify MCP Server Apify MCP Server
Dig
- tomevault-io Bundle Workflow Debugger
Diagnoses why Gorgon workflows fail — reads checkpoint state, agent logs, budget traces, and output contracts to produce root-cause analysis Use when this capability is needed.
- tomevault-io Bundle Arvindand Agent Skills Github Navigator
GitHub Navigator
- tomevault-io Bundle Verify Patterns
Verify AI agent patterns including loop safety, retry limits, tool consistency, context size, and graph cycle analysis. Use when asked to "verify agent patterns", "check loops", "verify tools", or "check retry limits". Use when this capability is needed.
- tomevault-io Bundle Threat Designer
Run a threat-model-driven security review of the current repository using the threat-designer CLI. Analyzes the codebase, generates an architecture diagram, runs STRIDE-based threat modeling, and produces an actionable tasks.md with security findings. Use when this capability is needed.
- tomevault-io Bundle Spellbook Auditing
Meta-audit skill for spellbook development. Spawns parallel subagents to factcheck docs, optimize instructions, find token savings, and identify MCP candidates. Produces actionable report. Use when this capability is needed.
- tomevault-io Bundle Aymenfurter Octoclaw Foundry Agent Chat
Foundry Agent Chat
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 eduardo-sl--go-agent-skills--go-database, python-optional-deps, worktree-policy. 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.