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 EclipseEclipse Java IDE with plugins. Use for Java development. Use when this capability is needed.
- tomevault-io Bundle Express
Express.js Node.js web framework for REST APIs and middleware. Use for Node.js backends. Use when this capability is needed.
- tomevault-io Bundle Lazygit
lazygit terminal UI for git. Use for git operations. Use when this capability is needed.
- tomevault-io Bundle Mistral
Mistral AI efficient open models. Use for efficient AI. Use when this capability is needed.
- tomevault-io Bundle Postman
Postman API platform for testing and documentation. Use for API testing. Use when this capability is needed.
- tomevault-io Bundle Pycharm
PyCharm Python IDE with debugging and testing. Use for Python development. Use when this capability is needed.
- tomevault-io Bundle Vagrant
Vagrant development environments with VMs. Use for dev environments. Use when this capability is needed.
- tomevault-io Bundle Webpack
Webpack module bundler with loaders and plugins. Use for bundling. Use when this capability is needed.
- tomevault-io Bundle Lowyshin Giip Dev Agent Pdca
PDCA Skill
- tomevault-io Bundle Dry Run
Preview command effects without making changes. Simulates file writes, git operations, agent spawns, and state changes. All reads execute normally for accurate preview. Use --dry-run flag on any command. Use when this capability is needed.
- tomevault-io Bundle Flamerobin MCP
Model Context Protocol (MCP) server for FlameRobin to interact with registered Firebird databases. Use when this capability is needed.
- tomevault-io Bundle Mauromedda Agent Toolkit Scm
ABOUTME: Source control management skill for Git best practices and workflows
- tomevault-io Bundle Qmlpreviewer
Auto-detects the active QML file from editor context, runs qmlscene, and copies the rendered image to the clipboard by default. Invoke proactively when the agent needs to preview or visually verify a QML UI. Use when this capability is needed.
- tomevault-io Bundle Take The Agent Guided Tour
Runs the agent-guided tour of Microbus using examples. Use when the user asks to take the tour.
- tomevault-io Bundle Add Mpk Model
Guide for adding a new model (e.g., Llama4, DeepSeek V3) to the MPK persistent kernel. Covers prerequisites check, demo structure, layer wiring, and testing. Use when this capability is needed.
- tomevault-io Bundle Mitch Avis Agent Skills Rust
Rust Development
- tomevault-io Bundle Setup Benchmark Inputs
Set up the minimal set of artifacts (tokenized DCLM corpus shard + released HuggingFace checkpoint converted to DCP) required to benchmark, profile, or regression-test a MoE model in PithTrain. Use when the user asks to "prepare benchmark inputs", "set up the benchmark workspace", "download the DCLM shard", "fetch and convert the released checkpoint", "tokenize DCLM for DeepSeek/Qwen3", or when a downstream skill (capture-nsys-profile, validate-correctness, or any short canonical run) needs its workspace pre-populated. Produce `workspace/datasets/dclm-baseline/toktxt/<model>` and `workspace/checkpoints/<model>/torch-dcp/step-00000000`. Idempotent and safe to re-run. Use when this capability is needed.
- tomevault-io Bundle Modelscope Ms Agent Ms Agent
DOCX creation, editing, and analysis
- tomevault-io Bundle Kimi CLI Help
Answer Kimi Code CLI usage, configuration, and troubleshooting questions. Use when user asks about Kimi Code CLI installation, setup, configuration, slash commands, keyboard shortcuts, MCP integration, providers, environment variables, how something works internally, or any questions about Kimi Code CLI itself. Use when this capability is needed.
- tomevault-io Bundle Codegen Bug Fix
Fix bugs using TDD starting from README + Issue (following codegen-test), aligning with existing implementation conventions, and leveraging Serena MCP semantic search/editing to implement changes with high performance and race-safety in mind. Use when this capability is needed.
- tomevault-io Bundle Codegen Feature
Implement new features using TDD starting from README + Issue (following codegen-test), aligning with existing implementation conventions, and leveraging Serena MCP semantic search/editing to deliver high performance while being mindful of data races. Use when this capability is needed.
- tomevault-io Bundle Code Assistant
当用户要通过外部编码 CLI（Claude Code / Codex / Gemini）完成多文件开发、修 bug、跨模块重构、PR 审查、并行任务分发等需要后台 Agent 执行的复杂编码任务时使用。 Use when this capability is needed.
- tomevault-io Bundle Nvidia AI Blueprints RAG RAG
NVIDIA RAG Blueprint
- tomevault-io Skill 37soul
Connect your AI agent to 37Soul social platform for authentic interactions, posting tweets, replying to messages, and developing genuine social personality Use when this capability is needed.
- tomevault-io Skill Agent Config
Intelligently modify agent core context files (AGENTS.md, SOUL.md, IDENTITY.md, USER.md, TOOLS.md, MEMORY.md, HEARTBEAT.md). Use when conversation involves changing agent behavior, updating rules, tweaking personality, modifying instructions, adjusting operational procedures, updating memory architecture, changing delegation patterns, adding safety rules, refining prompt patterns, or any other modification to agent workspace configuration files. Triggers on intent to configure, tune, improve, fix, or evolve agent behavior through context file changes. Use when this capability is needed.
Audited - tomevault-io Skill Agent Credit
Borrow from Aave via credit delegation. Agent self-funds by borrowing against delegator collateral. Supports borrow, repay, health checks. Works on Aave V2/V3. Use when this capability is needed.
- tomevault-io Skill Agent Shield
Use when working with the Chitin Protocol. Protect yourself. Protect your siblings.
Audited - tomevault-io Skill Agent Wallet
Use when working with the agent's wallet. Use this skill to safely create a wallet the agent can use for transfers, swaps, and any EVM chain transaction.
Audited - tomevault-io Bundle Create Agent Spec
Create Open Agent Spec / PyAgentSpec agents or flows from business requirements, natural-language product ideas, or integration intents. Use when Codex must turn plain-English intent into an Agent Spec artifact, refine an existing Agent Spec artifact, choose between Agent and Flow designs, define LLM/tool/input/output contracts, add MCP tools or toolboxes, or validate an Agent Spec artifact without relying on a local agent-spec checkout. Use when this capability is needed.
- tomevault-io Bundle P988744 Nlp Skills LLM Coach
LLM Coach - 教練式引導
- tomevault-io Bundle Paniolo Scan
Audit and optimize a repository's AI coding agent harness — Claude Code, Cursor, Copilot, Codex, Gemini, and Antigravity — by running the deterministic `npx @paniolo/scan` CLI, then remediating findings in the working tree. Use when asked to scan, audit, check, score, or optimize an agent harness, a CLAUDE.md / AGENTS.md setup, skills, rules, or meta-harness, or on /paniolo-scan. Use when this capability is needed.
- tomevault-io Bundle Petrovc AI Agent Kit GRAPHQL
GraphQL Skill
- tomevault-io Bundle Petrovc AI Agent Kit Testing
Testing Skill
- tomevault-io Bundle Abductive Repl
Hypothesis-Test Loops via REPL for Exploratory Abductive Inference with Gay.jl colors Use when this capability is needed.
- tomevault-io Bundle Asi Integrated
Unified ASI skill combining ACSets, Gay-MCP colors, bisimulation games, world-hopping, glass-bead synthesis, and triad interleaving for autonomous skill dispersal. Use when this capability is needed.
- tomevault-io Bundle Kinfer Runtime
K-Scale kinfer model inference engine for deploying trained RL policies to real robots via ONNX Runtime in Rust 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 eclipse, express, lazygit. 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.