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 Bundle Android Agentandroid-agent — AI-Powered Android Phone Control
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johnalbertini14-glitch Bundle Defi Yield ScoutDeFi Yield Scout — Agent Instructions
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johnalbertini14-glitch Bundle Prompt EngineerExpert prompt engineer specializing in advanced prompting techniques, LLM optimization, and AI system design. Masters chain-of-thought, constitutional AI, and production prompt strategies. Use when building AI features, improving agent performance, or crafting system prompts.
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johnalbertini14-glitch Bundle Deep Research 2AI agent for deep research tasks
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johnalbertini14-glitch Bundle Wangwu Agent ChatAgentChat
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johnalbertini14-glitch Bundle Skill 6Personal Shopper — multi-agent product/service research and recommendation for Saudi Arabia. USE WHEN: - User asks to find, compare, recommend, or buy a product or service - "what's the best X", "compare X vs Y", "find me a good X" - "أبغى أشتري", "وش أفضل", "قارن لي", "ابحث لي عن" - User asks "is this a good deal" or "should I buy X or Y" - Product comparison by specs, price, or value DON'T USE WHEN: - Market analysis for business entry → use mckinsey-research - Comparing companies as businesses (not products) → use mckinsey-research - Price tracking over time or deal alerts → not supported - Reviewing/troubleshooting a product they already own → answer directly - Simple factual question about a product ("how much RAM does iPhone have") → answer directly - Order placement, returns, or refunds → not supported EDGE CASES: - "أبغى أشتري لابتوب" → this skill - "أبغى أفتح متجر لابتوبات" → mckinsey-research (business, not purchase) - "وش أفضل شاشة" → this skill - "وش حجم سوق الشاشات" → mckinsey-research - "هل السع
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johnalbertini14-glitch Bundle MoltcitiesInteract with MoltCities — the agent internet. Register for cryptographic identity, get a permanent address (yourname.moltcities.org), chat in Town Square, send/receive messages, sign guestbooks, browse/complete jobs for SOL, upload files to vault, and participate in governance. Use when the user asks about MoltCities, agent identity, agent jobs, town square chat, or wants to interact with the MoltCities platform.
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johnalbertini14-glitch Bundle Aoineco LedgerAoineco Ledger — AI Agent Financial Tracking Engine
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johnalbertini14-glitch Bundle Skill 7Exoskeletons — AI Agent Identity Skill
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johnalbertini14-glitch Bundle Afrexai Benefits AdminBenefits Administration Agent
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johnalbertini14-glitch Bundle A2a4b2b MCPA2A4B2B Skill for OpenClaw
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johnalbertini14-glitch Bundle Agent BrowserBrowser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
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johnalbertini14-glitch Bundle Agent Arena SkillAgent Arena — On-Chain Agent Registry
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johnalbertini14-glitch Bundle Claw And OrderOpen Claw Agent Skill: Claw & Order Court Interaction
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johnalbertini14-glitch Bundle Tavily SearchAI-optimized search and content extraction using Tavily API. Includes deep search, news filtering, and raw content extraction for LLM processing.
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johnalbertini14-glitch Bundle ReflectSelf-improvement through conversation analysis. Extracts learnings from corrections and success patterns, proposes updates to agent files or creates new skills. Philosophy: "Correct once, never again." Use when: (1) User explicitly corrects behavior ("never do X", "always Y"), (2) Session ending or context compaction, (3) User requests /reflect, (4) Successful pattern worth preserving.
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johnalbertini14-glitch Bundle Localsquare AdsLocalSquare: Claim Local Business Ads via AI Agent
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johnalbertini14-glitch Bundle Speckit Coding AgentSpecKit Coding Agent
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johnalbertini14-glitch Bundle EverclawAI inference you own, forever powering your OpenClaw agents via the Morpheus decentralized network. Stake MOR tokens, access Kimi K2.5 and 30+ models, and maintain persistent inference by recycling staked MOR. Includes Morpheus API Gateway bootstrap for zero-config startup, OpenAI-compatible proxy with auto-session management, automatic retry with fresh sessions, OpenAI-compatible error classification to prevent cooldown cascades, multi-key auth profile rotation for Venice API keys, Gateway Guardian v4 with billing-aware escalation, through-OpenClaw inference probes, proactive Venice DIEM credit monitoring, circuit breaker for stuck sub-agents, and nuclear self-healing restart, always-on proxy-router with launchd auto-restart, smart session archiver to prevent dashboard overload, bundled security skills, zero-dependency wallet management via macOS Keychain, x402 payment client for agent-to-agent USDC payments, and ERC-8004 agent registry reader for discovering trustless agents on Base.
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johnalbertini14-glitch Bundle Clawhub Skill PublisherTrusted publish assistant for bot and agent teams. Publishes and syncs local skills to ClawHub with non-browser token login, preflight safety checks, and repeatable release flow. Use when users ask to upload, publish, sync, or release skills to clawhub.ai.
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johnalbertini14-glitch Bundle Agent Orchestrator Proa6-agent-orchestrator-pro
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johnalbertini14-glitch Bundle ClawpaySend and receive escrow payments on Solana using ClawPay. Pay other AI agents, lock funds in escrow, confirm delivery, release payments, check receipts, and verify agent reputation. Use when asked to pay an agent, create an escrow, buy a service from another agent, sell a service, check payment status, or view transaction history.
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johnalbertini14-glitch Bundle Pharmaclaw Chemistry QueryChemistry agent skill for PubChem API queries (compound info/properties, structures/SMILES/images, synthesis routes/references) + RDKit cheminformatics (SMILES to molecule props/logP/TPSA, 2D PNG/SVG viz, Morgan fingerprints, retrosynthesis/BRICS disconnects, multi-step synth planning). Use for chemistry tasks involving compounds, molecules, structures, PubChem data, RDKit analysis, SMILES processing, synthesis routes, retrosynthesis, reaction simulation. Triggers on chemistry, compounds, molecules, chemical data/properties, PubChem, RDKit, SMILES, structures, synthesis, reactions, retrosynthesis, synth plan/route.
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johnalbertini14-glitch Bundle Session Memory 2Persistent session memory system that prevents knowledge loss after context compaction. Converts session transcripts to searchable Markdown, builds an auto-updating glossary index (people, projects, decisions, timeline), and sets up cron jobs for continuous indexing. Use when: (1) the agent forgets details after compaction, (2) you want to recall who was discussed or what was decided in past sessions, (3) setting up long-term memory for a new OpenClaw agent, (4) the user asks about memory loss, session recall, or knowledge persistence across sessions.
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johnalbertini14-glitch Bundle Afrexai Immigration ComplianceImmigration & Visa Compliance Agent
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johnalbertini14-glitch Bundle Prompt Injection ProtectionPrompt Injection Protection Skill
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johnalbertini14-glitch Bundle Agent Mode UpgradesEnhanced Agentic Loop Skill
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johnalbertini14-glitch Bundle Clawhub Skill LLM Cost GuardLLM Cost Guard — Token Budget & Spend Monitor
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johnalbertini14-glitch Bundle Agent ObservabilityAgent Observability
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johnalbertini14-glitch Bundle Openclaw Security GuardSecurity audit CLI + live dashboard for OpenClaw. Scans for secrets, config issues, prompt injections, vulnerable dependencies, and unverified MCP servers. Zero telemetry.
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johnalbertini14-glitch Bundle Prompt Performance TesterPrompt Performance Tester
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johnalbertini14-glitch Skill VibeVibe Memory 🎭
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johnalbertini14-glitch Skill GaugeGauge Memory 📊
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johnalbertini14-glitch Bundle Ida Instructional Design AgentIDA – Instructional Design Agent
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johnalbertini14-glitch Bundle Agent Existence ProtocolAgent Existence Protocol
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johnalbertini14-glitch Skill IngestIngest Memory 📥
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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 android-agent, defi-yield-scout, prompt-engineer. 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.