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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johnalbertini14-glitch Skill RitualRitual Memory 🔄
1 - johnalbertini14-glitch Skill Signal
Signal Memory ⚡
1 - johnalbertini14-glitch Bundle Cost Governor 2
Pre-flight cost estimation for subagent spawns and approval gates. Prevents API overspend and surprise billing. Budget control for sessions_spawn calls. Daily spend tracking. Essential for multi-agent OpenClaw deployments.
1 - johnalbertini14-glitch Bundle Multi Agent Tenant Upgrade
agent-chat-ux
1 - johnalbertini14-glitch Bundle Seedance 2 Prompt Engineering Skill
Seedance 2.0 JiMeng Skill (OpenClaw / ClawHub)
1 - johnalbertini14-glitch Bundle Session Memory
Your agent forgets everything after compaction? This fixes it. Built by the AI Advantage community — the world's leading AI learning platform (aiadvantage.ai). Three-layer memory system with real Python scripts that convert session transcripts to searchable Markdown, build an auto-updating glossary (people, projects, decisions, timeline), and run via cron for hands-free continuous indexing. Not just instructions — actual working automation. Battle-tested across 300+ sessions. Install it, run two scripts, done.
1 - johnalbertini14-glitch Bundle Apple Calendar CLI
Apple Calendar CLI — Agent Skill
1 - johnalbertini14-glitch Bundle Aport Agent Guardrail
APort Agent Guardrail
1 - johnalbertini14-glitch Bundle Openclaw Config
OpenClaw configuration reference for openclaw.json. Use when asked about config, configuration, gateway settings, channel setup, agent config, session management, sandbox, cron jobs, hooks, tools, browser, models, environment variables, or when troubleshooting broken config and gateway startup failures.
1 - johnalbertini14-glitch Bundle Afrexai Building Permits
Building Permit & Construction Permitting Agent
1 - johnalbertini14-glitch Bundle Mission Control Dashboard
🎛️ Mission Control Dashboard - AI Agent Management
1 - johnalbertini14-glitch Bundle Agent Sovereign Stack
🏗️ Agent Sovereign Stack
1 - johnalbertini14-glitch Bundle Searxng 2
Self-hosted web search aggregator for OpenClaw agents. Use this skill to (1) install SearXNG on a VPS/server so the agent can search the web without API keys, or (2) run web searches using an existing local SearXNG instance. Covers installation, configuration, the search.py CLI tool, and fallback behaviour. Use when the agent needs web search capability, when setting up a new OpenClaw instance, or when diagnosing search failures.
1 - johnalbertini14-glitch Bundle General Search Agent
General Search Agent
1 - johnalbertini14-glitch Bundle Cost Guardian
Prevents wasteful token spend. Reviews cron jobs, polling intervals, and model selection before they go live. Recommends cost-saving changes and flags expensive patterns. Invoke when creating cron jobs, workflows, or when asked about costs/usage.
1 - johnalbertini14-glitch Bundle Create Feishu Agent Skill
创建飞书 Agent 技能
1 - johnalbertini14-glitch Bundle Afrexai Liquor Compliance
Liquor License & Alcohol Compliance Agent
1 - johnalbertini14-glitch Bundle N0ir Defi Yield Scout
n0ir DeFi Yield Scout — Agent Instructions
1 - johnalbertini14-glitch Bundle Kite Agent Smart Wallet Permissionless Protocol V2
Kite AI Agent Smart Wallet Permissionless Protocol V2.0
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ncdevshiv Skill Clarity GatePre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
- ncdevshiv Skill Fal Platform
Platform APIs for model management, pricing, and usage tracking
- ncdevshiv Skill RAG Engineer
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ...
- ncdevshiv Skill Deep Research
Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...
- ncdevshiv Skill LLM Evaluation
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ...
- ncdevshiv Skill MCP Builder Ms
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
- ncdevshiv Skill Prompt Caching
Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...
- ncdevshiv Skill Prompt Library
Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use when user needs prompt templates, role-...
- ncdevshiv Bundle Writing Skills
Use when creating, updating, or improving agent skills.
- ncdevshiv Skill Coda Automation
Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.
- ncdevshiv Skill Crypto Bd Agent
Crypto BD Agent — Autonomous Business Development for Exchanges
- ncdevshiv Skill Jira Automation
Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.
- ncdevshiv Skill Make Automation
Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.
- ncdevshiv Skill Miro Automation
Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.
- ncdevshiv Skill Parallel Agents
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
- ncdevshiv Bundle Prompt Engineer
Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW)
- ncdevshiv Skill AI Ml
AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.
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 ritual, signal, cost-governor. 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.