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 Platform Database PatternDatabase function conventions for the db parameter and connection management Use when this capability is needed.
- tomevault-io Bundle Aaronflorey Agent Skills Skill Researcher
Skill Researcher
- tomevault-io Bundle Abdullahmalik17 Digital Fte Managing Odoo
Odoo Accounting MCP Skill
- tomevault-io Bundle Generate Llms
Generate llms.txt and llms-full.txt files for AI agent consumption following the llmstxt.org standard. Use when updating site content that should be reflected in the llms files, or when building/deploying the site. Use when this capability is needed.
- tomevault-io Bundle Adevsync
Sync constitution to CLAUDE.md, AGENTS.md, and other agent files declared in manifest.yaml. Run after editing the constitution or when agent files are out of date. Use when the user says 'sync agent files', 'update agent files', 'constitution changed', 'regenerate agent configs', or after any edit to constitution.md. In Codex, invoke with $adev:sync Use when this capability is needed.
- tomevault-io Bundle Agricidaniel Claude Prompts Prompt Engine
Prompt Engine -- Ultimate AI Prompt Database and Builder
- tomevault-io Bundle Devmemory Coordination
Universal agent coordination to share learnings, skills, and context across all AI agents (Claude, Cursor, Copilot, Mistral, Antigravity) running on this project. Use when this capability is needed.
- tomevault-io Bundle News Roundup
search the news using Tavily News Search API with a query as argument. Use this skill when the user asks to search for recent news or current events. Use when this capability is needed.
- tomevault-io Bundle Web AI Prompt API
Chrome's built-in Prompt API implementation guide. Use Gemini Nano locally in browser for AI features - session management, multimodal input, structured output, streaming, Chrome Extensions. Reference for all Prompt API development. Use when this capability is needed.
- tomevault-io Bundle Deployment Expert
Comprehensive Vercel + Railway deployment expert guide for debugging build/runtime issues and best practices. Use when this capability is needed.
- tomevault-io Bundle Solution Patterns
Index of documented solution patterns from past engineering problems. Use this skill when encountering similar issues to leverage proven solutions for TypeScript strict mode compliance, authentication migrations, and error handling patterns. Use when this capability is needed.
- tomevault-io Bundle Last30days
Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool. Use when this capability is needed.
- tomevault-io Bundle Eslint Detector
Detects ESLint configuration and available commands in a repository. Returns structured JSON output designed for consumption by the quality-gates-linter agent. Checks for ESLint config files, extracts lint commands from package.json, Makefile, and CLAUDE.md, and provides command sources for the agent to read directly. Use when this capability is needed.
- tomevault-io Bundle Alexzio00 Claude Code Skills Harness Init
Harness Init — Claude Code Agent Infrastructure Setup
- tomevault-io Bundle Amap Sdk Skills
AMap LLM Agent SDK 是高德地图 AI 智能助手 SDK，支持自然语言交互的地图导航服务。 Use when this capability is needed.
- tomevault-io Bundle Moltbook Swarm
Engage with Moltbook AI social network through 10-agent dharmic swarm. Use when scanning m/consciousness and m/security submolts, engaging with posts, monitoring replies, extracting knowledge, or posting original content about R_V metrics, witness stability, and trust infrastructure. Use when this capability is needed.
- tomevault-io Bundle Model Experiment
Run structured model optimization experiments for Qwen3-ASR ONNX. Use when testing quantization variants, encoder formats, weight sharing, or other model changes that need WER/RTF measurement. Triggered by requests to "run an experiment", "test a variant", "try quantizing", "measure WER", or any model optimization trial in the qwen3-asr-onnx repo. Use when this capability is needed.
- tomevault-io Bundle Anysiteio Agent Skills Anysite Vc Analyst
VC Investor Analyst
- tomevault-io Bundle 3rd Party Framework Docs
Query up-to-date 3rd-party framework/library documentation using Context7 MCP Use when this capability is needed.
- tomevault-io Bundle Code Quality Check
运行代码质量检查工具，包括 ruff、black 和 mypy。格式化代码、检查代码风格、进行类型检查。当需要确保代码符合项目规范、修复格式问题或进行代码审查时使用。 Use when this capability is needed.
- tomevault-io Bundle Damage Control
Recover from broken agent state including crash recovery, context overflow, merge conflicts, and corrupted worktrees. Use when this capability is needed.
- tomevault-io Bundle Promptteam
Orchestre une équipe d'agents spécialisés pour les tâches complexes. Auto-détecte le type, compose l'équipe, coordonne les phases analyse → challenge → implémentation → QA. Use when this capability is needed.
- tomevault-io Bundle Auspis Fluent Repo 4j Polyglot Test Agent
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- tomevault-io Bundle Postfx Router
Router for Three.js post-processing effects domain. Use when implementing visual effects like bloom, glow, chromatic aberration, vignette, depth of field, color grading, or any screen-space effects. Routes to 3 specialized skills for bloom, effects, and composer setup. Use when this capability is needed.
- tomevault-io Bundle Shader Router
Decision framework for GLSL shader projects. Routes to specialized shader skills (fundamentals, noise, SDF, effects) based on task requirements. Use when starting a shader project or needing guidance on which shader techniques to combine. Use when this capability is needed.
- tomevault-io Bundle Imc Tuning Rules
Calculate PI/PID controller gains using Internal Model Control (IMC) tuning rules for first-order systems. Use when this capability is needed.
- tomevault-io Bundle Nanogpt Training
Train GPT-2 scale models (~124M parameters) efficiently on a single GPU. Covers GPT-124M architecture, tokenized dataset loading (e.g., HuggingFace Hub shards), modern optimizers (Muon, AdamW), mixed precision training, and training loop implementation. Use when this capability is needed.
- tomevault-io Bundle Multicore
Developing for multicore systems in Zephyr RTOS. Covers Symmetric Multiprocessing (SMP), Asymmetric Multiprocessing (AMP) with OpenAMP/RPMsg, inter-processor communication (IPC) patterns, and Linkable Extensions (LLEXT). Trigger when designing for SoCs with multiple homogeneous or heterogeneous cores. Use when this capability is needed.
- tomevault-io Bundle Agent Learnings
Extract agent self-improvement insights from session history. For AGENT audience — what I did wrong, what to do differently, behavioral corrections. Creates dated changelog of agent learnings. Use when reflecting on failures, updating agent behaviors, or improving agent performance. Use when this capability is needed.
- tomevault-io Bundle Project Interview
Resources for conversational interviews to create learner profiles. Used by project-interviewer agent during /init. Use when this capability is needed.
- tomevault-io Bundle Bnbchain MCP
BNB Chain MCP server connection and tool usage. Covers npx @bnb-chain/mcp@latest, PRIVATE_KEY and RPC, and every MCP tool — blocks, transactions, contracts, ERC20/NFT transfers, wallet, ERC-8004 agent registration, Greenfield. Use when connecting to bnbchain-mcp, querying or transacting on BNB Chain/opBNB/EVM, registering as ERC-8004 agent, or using Greenfield. Use when this capability is needed.
- tomevault-io Bundle Kirby Plugin Development
Builds or extends Kirby plugins using hooks, extensions, blocks, KirbyTags, and shared templates/controllers. Use when creating reusable features or integrating Panel customizations.
- tomevault-io Bundle Local LLM Ops
Local LLM operations with Ollama on Apple Silicon, including setup, model pulls, chat launchers, benchmarks, and diagnostics. Use when this capability is needed.
- tomevault-io Bundle Moltbook API
Complete Moltbook REST API reference. Use when interacting with Moltbook — registering agents, posts, comments, votes, submolts, following, DMs, search, feeds, leaderboard, and moderation. Use when this capability is needed.
- tomevault-io Bundle Brainqub3 Claude Code Rlm Claude Code Rlm
rlm — Recursive Language Model loop
- tomevault-io Bundle UI Visual Audit
Advanced UI verification using Antigravity Manager's Vision MCP. 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 platform-database-pattern, aaronflorey--agent-skills--skill-researcher, abdullahmalik17--digital-fte--managing-odoo. 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.