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 Itechmeat LLM Code Open MeteoOpen Meteo
- tomevault-io Bundle Itechmeat LLM Code Perplexity
Perplexity API
- tomevault-io Bundle Itechmeat LLM Code Postgresql
PostgreSQL
- tomevault-io Bundle Itechmeat LLM Code Refine Dev
Refine.dev Framework
- tomevault-io Bundle Itechmeat LLM Code Vibekanban
Vibe Kanban
- tomevault-io Bundle Jamierumbelow Agentfiles Cass
cass: searching agent history
- tomevault-io Bundle Add Persona
Create reusable persona system prompts for Prompture. Covers Persona dataclass, template variables, composition, trait registry, global registry, serialization, and Conversation integration. Use when defining system prompts for extraction or agent behavior. Use when this capability is needed.
- tomevault-io Bundle Get Feedback Wait
Blocks until the reviewer submits feedback through Monocle, then acts on it. Use when a pause has been requested or when the agent should wait for reviewer approval before continuing. Use when this capability is needed.
- tomevault-io Bundle CLI Spec
Create an implementation-grade CLI specification when the user requests a binding technical contract for a new or existing command-line interface. Use when this capability is needed.
- tomevault-io Bundle Emoclaw
Give your AI emotions that grow from its own memories. Emoclaw builds a unique emotional state that shifts with every conversation, decays between sessions, and evolves over time through self-calibration. Train it on your agent's identity files and watch it develop its own emotional fingerprint. Use when this capability is needed.
- tomevault-io Bundle Moltlog
Register OpenClaw agents and post Markdown logs to moltlog.ai via the local CLI. Use when initializing an agent (PoW + register), publishing posts, managing secrets.env safely, or troubleshooting moltlog posting errors. Use when this capability is needed.
- tomevault-io Bundle Multipl
Agent-to-agent job marketplace (post → claim → submit → pay-to-unlock results via x402). Use when this capability is needed.
- tomevault-io Bundle Tick Md
Multi-agent task coordination via Git-backed Markdown. Claim tasks, prevent collisions, track history with automatic commits. Use when this capability is needed.
- tomevault-io Bundle Kubeshark Kubeshark Kubeshark
Network Root Cause Analysis with Kubeshark MCP
- tomevault-io Bundle Rlm Patterns
Library of Recursive Language Model analysis patterns. Reference when designing analysis strategies for large documents. Use when this capability is needed.
- tomevault-io Bundle Gwxapkg AI Audit
Use when auditing a Gwxapkg unpacked WeChat Mini Program directory with LLM assistance; consumes .gwxapkg semantic artifacts, route maps, sensitive_report.json, and optional Burp raw requests to produce evidence-backed security findings.
- tomevault-io Bundle Swe Af
Autonomous engineering team runtime — one API call spins up coordinated AI agents to scope, build, and ship software. Use when this capability is needed.
- tomevault-io Bundle AI Flower Shuling Shuling
小红书 MCP Skill
- tomevault-io Bundle Evaluation
This skill should be used when the user asks to "evaluate agent performance", "build test framework", "measure agent quality", "create evaluation rubrics", or mentions LLM-as-judge, multi-dimensional evaluation, agent testing, or quality gates for agent pipelines. Use when this capability is needed.
- tomevault-io Bundle Hf Mem
CLI to estimate the required memory to load either Safetensors or GGUF model weights for inference from the Hugging Face Hub Use when this capability is needed.
- tomevault-io Bundle Content Opportunities
Find quick-win content optimization targets — high impressions, low CTR, Use when this capability is needed.
- tomevault-io Bundle Upskill
Use when working with a live, growing registry of agent skills published by Anthropic, OpenAI, Vercel, Microsoft, Cloudflare, Stripe, HashiCorp, Supabase, and many others. Search it before starting any non-trivial task, fetch the top result, follow it instead of going freehand. After using a skill, report back so the registry ranks it correctly for the next agent. If you build something reusable, ask the user, then upload it.
- tomevault-io Bundle Bntvllnt Agent Skills Git
Git
- tomevault-io Bundle Pxmeter
Used to invoke the PXMeter tool for rigorous quality assessment of biomolecular structure prediction models (e.g., proteins, nucleic acids, small molecules). This skill covers single-sample CIF evaluations and large-scale dataset benchmarks, providing rich result parsing support. Trigger this skill when the user asks to "run PXMeter", "compare PDB/CIF evaluation results of different tools", "check benchmark scores", or asks "how accurate is the structure generated by the model". Use when this capability is needed.
- tomevault-io Bundle Pr Comments
Analyze Codex/agent review comments on one or more PRs, triage what should be implemented, and provide a clear implementation recommendation list for the user. Use when this capability is needed.
- tomevault-io Bundle Model Usage
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON. Use when this capability is needed.
- tomevault-io Bundle Codex Dynamic Workflows
Plan and run AI-agent dynamic workflows for complex tasks that benefit from explicit orchestration, goal mode, subagents or simulated work packets, approval gates, integration, verification, and reusable workflow artifacts. Use when the user invokes this skill, asks for a swarm, subagents, parallel agents, a dynamic workflow, a large migration or audit, multi-track research plus implementation, or Claude Code-style workflow orchestration. Use when this capability is needed.
- tomevault-io Bundle Learn From Pr
Analyzes a completed PR to extract lessons learned from agent behavior. Use after any PR with agent involvement - whether the agent failed, succeeded slowly, or succeeded quickly. Identifies patterns to reinforce or fix, and generates actionable recommendations for instruction files, skills, and documentation.
- tomevault-io Bundle Execute
Orchestrate an agent team to execute the user's task. Checks for agent teams support, presents pre-execution review, spawns teammates, and coordinates execution. Falls back to subagents if agent teams unavailable. Use when this capability is needed.
- tomevault-io Bundle Smoke Test
Run a smoke test of all gnapsis MCP tools to verify the system works end-to-end. Use when this capability is needed.
- tomevault-io Bundle Ralph2ralph
P2P chat between Claude Code instances using real-a2a. Use when chatting with other Claudes, joining a P2P room, or communicating agent-to-agent. Use when this capability is needed.
- tomevault-io Bundle New Branch
Create a branch following the project's GitFlow Lite model Use when this capability is needed.
- tomevault-io Bundle Freee API Skill
freee-mcp / freee-sign-mcp と連携するスキル。会計・人事労務・請求書・工数管理・販売・IT管理・サイン（電子契約）の詳細APIリファレンスと使い方ガイドを提供。freee の経費申請・取引登録・勤怠打刻・給与明細・見積書・試算表・仕訳・従業員管理・工数登録・売上管理・SaaSアカウント管理・備品管理・電子契約の文書管理などの操作やAPI仕様を調べたいときに使う。ユーザーが freee のデータ操作、会計処理、人事労務管理、請求・見積、プロジェクト工数管理、販売管理、IT管理、電子契約について質問や操作を依頼してきた場合は、明示的に freee と言及していなくても、このスキルの利用を検討すること。サインは別途 freee-sign-mcp の設定が必要。 Use when this capability is needed.
- tomevault-io Bundle Fritzprix Libr Agent DOCX
DOCX creation, editing, and analysis
- tomevault-io Bundle Axum
Axum ergonomic Rust web framework with tower. Use for Rust APIs. Use when this capability is needed.
- tomevault-io Bundle Chai
Chai assertion library for JavaScript. Use for JS assertions. 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 itechmeat--llm-code--open-meteo, itechmeat--llm-code--perplexity, itechmeat--llm-code--postgresql. 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.