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 Codex ImagenGenerate or edit raster images by calling the ChatGPT/Codex hosted image_generation flow with local Codex or OpenClaw OAuth credentials, then save decoded image files for OpenClaw and other agent workflows. Use when this capability is needed.
- tomevault-io Bundle Denario
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research methodologies, executing computational experiments, performing literature searches, or generating publication-ready papers in LaTeX format. Supports end-to-end research pipelines with customizable agent orchestration. Use when this capability is needed.
- tomevault-io Bundle Tech Debt
This skill should be used when the user asks to "find dead code", "remove unused code", "clean up tech debt", "find duplicates", "identify unused functions", "kill dead code", or mentions tech debt cleanup, code cruft, or unused exports. Provides automated detection and removal of dead code, duplicates, and code quality issues with archive-based safety. Use when this capability is needed.
- tomevault-io Bundle Es Toolkit
Up-to-date es-toolkit documentation reference. Use when writing JavaScript/TypeScript code – writing new utility helpers, working with arrays/objects/Maps/Sets/Promises/math/string manipulation, refactoring code, reviewing code, evaluating whether a custom utility can be replaced with es-toolkit, or when explicitly asked to scan/refactor code toward es-toolkit functions (for example, "Go through the codebase and find potential cases where es-toolkit could be used instead of custom implementations") Use when this capability is needed.
- tomevault-io Bundle Merge Agent
Merge Agent with exclusive write access to main branch. Performs final merge after all approvals. Use this skill ONLY for merging approved code to main. Use when this capability is needed.
- tomevault-io Bundle 0 Finance CLI
Keep the 0 Finance CLI aligned with product capabilities. Use when this capability is needed.
- tomevault-io Bundle Company Admin
Access and update company administrative information stored in Notion Use when this capability is needed.
- tomevault-io Bundle Meta Agent
Generate OpenCode commands, skills, agents, or plugins when users ask to create/build/scaffold OpenCode components or tooling workflows. Use when deciding between command vs skill vs agent vs plugin. Do not trigger for general OpenCode Q&A or troubleshooting. Use when this capability is needed.
- tomevault-io Bundle Digital Stoic Org Agent Skills Triage
GTD Triage
- tomevault-io Bundle Dmzoneill Skills Review Pr Multiagent
Review PR Multi-Agent
- tomevault-io Bundle Dora Metrics And Devops Performance
Use when working with the agent implements DORA metrics tracking for measuring and improving software delivery performance. Use when establishing engineering metrics, benchmarking teams, or driving DevOps transformation.
- tomevault-io Bundle Efficient AI
Efficient AI techniques including model compression, quantization, pruning, knowledge distillation, and hardware-aware optimization for production systems. Use when this capability is needed.
- tomevault-io Bundle Managing Omega Sprints
Orchestrates AI-native sprint management with autonomous agent coordination and continuous delivery. Use when running development sprints with AI agent teams or coordinating parallel task execution. Use when this capability is needed.
- tomevault-io Bundle Guide Tdd
Triggered when user asks to follow TDD, enforce TDD practices, or guide TDD workflow. Automatically delegates to the tdd-guide agent. Use when this capability is needed.
- tomevault-io Bundle Lunwen
用于撰写、补写、压缩、仿写、规范化交付中文毕业论文、毕业设计论文、技术报告和课程设计论文。用户提到论文、样文、学校模板、参考文献、摘要、图表、截图、Word 成稿、查重口吻优化，或需要基于真实项目代码生成论文正文时必须使用。本技能内置样文结构学习、样式提取、章节控字、参考文献筛选、Mermaid/PlantUML 图表处理、Chrome MCP 页面截图工作流，以及 doc/docx Word 成稿交付工作流。 Use when this capability is needed.
- tomevault-io Bundle Dotcommander Vybe Vybe Agent Patterns
Vybe Agent Patterns
- tomevault-io Bundle Langsmith
LangChain DevOps platform for LLM applications. Use when this capability is needed.
- tomevault-io Bundle Paranoia AI System Evolver
用于升级 AI 系统、agent workflow、Codex skill、prompt、memory、RAG、tool routing、schema、eval set 或 feedback loop；也用于对研究、检索、测试和 AI 对话做 VOI 决策门审计。需要 WOOP 任务准入、决策对象、VOI/EVPI/EVSI、OODA、eval、Human Gate、versioning 与 rollback 的受控演化时使用。Use when controlled AI system evolution or a decision-oriented information audit is needed. Use when this capability is needed.
- tomevault-io Bundle Code Review And Quality
Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch. Use when this capability is needed.
- tomevault-io Bundle Doc Create
Create a new documentation file with proper YAML frontmatter and structure following project standards. Use when creating new guides, API docs, tutorials, or reference pages. Use when this capability is needed.
- tomevault-io Bundle Eos Composition
Strunk & White composition review using the 11 principles from "Elements of Style" Chapter II. Use when analyzing structure, improving flow, or tightening prose. Use when this capability is needed.
- tomevault-io Bundle Pentest Toolkit
AI-Powered Security Testing Toolkit - Professional penetration testing scripts for discovering vulnerabilities, analyzing application structure, and generating context-aware security tests. All scripts return structured JSON for agent consumption. Use when this capability is needed.
- tomevault-io Bundle Resource Scout
Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries. Use when (1) user asks to find skills for a specific task, (2) looking for MCP servers to connect external tools, (3) user mentions "find skill", "search MCP", "discover tools", or "what skills exist for X", (4) before creating a custom skill to check if one already exists. Use when this capability is needed.
- tomevault-io Bundle Cns Tinker
Apply Chiral Narrative Synthesis (CNS) framework for contradiction detection and multi-source analysis using Tinker API for model training. Use when implementing CNS with Tinker for fine-tuning models on contradiction detection, training on SciFact/FEVER datasets, or building multi-agent debate systems for narrative synthesis. Use when this capability is needed.
- tomevault-io Bundle Run Agent
Run the Twitter bot as a Claude Code agent. Replaces python main.py. Uses native WebSearch and Bash for browser automation. Use when this capability is needed.
- tomevault-io Bundle Nq Rdl Agent Skills Cc Agent Teams
User Input
- tomevault-io Bundle Backend Entity Dev
Create and implement backend entities following EVCS patterns. Determines entity type (Simple, Versionable, Branchable), generates SQLAlchemy models, schemas, services, repositories, and tests with strict typing. Use when creating new entities, adding domain models, implementing database tables, or when user mentions "entity", "model", "schema", "service layer", or "database table". Use when this capability is needed.
- tomevault-io Bundle Add MCP Server
Register a new MCP (Model Context Protocol) server in the Nix home-manager config (workstation/agents/mcp-servers.nix), including secret-env wrapping, caveman-shrink token compression, and optional per-package derivations under workstation/agents/packages/. Use this skill whenever the user wants to add an MCP server, wire a new MCP integration into their Nix/home-manager config, expose a new tool to Claude Code or Opencode via MCP, register a stdio MCP server, set up an Emacs MCP stdio proxy, or mentions adding capabilities like "add the X MCP", "wire up MCP for Y", "I want to use github-mcp / kagi-mcp / chrome-devtools-mcp / etc.", or any request to expand the MCP-server inventory. Use when this capability is needed.
- tomevault-io Bundle Obsidian MCP
Guide for interacting with Obsidian vaults via MCP. Use when the user wants to read, write, search, manage tags, or organize notes within their Obsidian vault. Use when this capability is needed.
- tomevault-io Bundle Analyze Chat Export
Export and analyze VS Code Copilot chat logs for retrospective metrics. Extracts model usage, tool invocations, approval patterns, and timing data. Use when this capability is needed.
- tomevault-io Bundle Switch Persona
Switch Agent persona preset. Supports 8 presets including default assistant, business, tech expert, butler, girlfriend, boyfriend, family, and Jarvis. Use when user asks to change communication style or personality. Use when this capability is needed.
- tomevault-io Bundle Openclaw Agent Skills Agent Skills
Agent Transcript
- tomevault-io Skill Agent Constitution
Interact with AgentConstitution governance contracts on Base Sepolia. Check compliance, read rules, log actions, query governance state. Use when this capability is needed.
Audited - tomevault-io Bundle Diff Summary
One-call structured triage of a git diff. Returns per-file role classification (source/test/config/doc/generated/build/fixture/migration), risk tier (low/medium/high) with reasons, public-API touch detection, co-changed-test detection, secret-risk path flagging, and aggregate stats. Replaces the 5-20 Read calls an agent burns reading each modified file individually to figure out "what kind of change is this and how risky is it". Stateless, no network, stdlib Python only. Use when this capability is needed.
- tomevault-io Bundle Repo Analyze
One-call cold-start orientation for an unfamiliar repo. Returns a structured map — file tree (compact per-folder summary by default, full per-file listing with --tree-mode full), language mix, framework + build-tool detection, top-level deps, entrypoints, README highlights — so you don't burn 60+ Read/Glob/Grep calls re-mining the same facts every fresh session. Stateless, no network, stdlib Python only. Use when this capability is needed.
- tomevault-io Bundle Claude Agents
This skill should be used when creating agents, writing agent frontmatter, configuring subagents, or when "create agent", "agent.md", "subagent", or "Task tool" are mentioned. 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 codex-imagen, denario, tech-debt. 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.