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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drnabeelkhan Skill Transtheoretical Model Ttm Stages Of ChangeTranstheoretical Model (TTM / Stages of Change)
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drnabeelkhan Skill Diffusion Of InnovationsDiffusion of Innovations
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drnabeelkhan Skill Elaboration Likelihood Model ElmElaboration Likelihood Model (ELM)
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ahang1598 Bundle Create Skill 2Guides users through creating effective Agent Skills for QwenWork. Use when the user wants to create, write, or author a new skill, or asks about skill structure, best practices, or SKILL.md format.
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ahang1598 Skill Media Generation 2Generate or edit images with automatic model selection or a supported model explicitly requested by the user, generate videos, or create music as asynchronous media artifacts. Use this skill when the user asks for text-to-image, image editing, image variations, choosing a supported model for image generation or editing, text-to-video, image-to-video, first-and-last-frame video, multi-reference-image video, music, a song, a soundtrack, or background music. This skill creates image/video/music files; it is not for text-to-speech.
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ahang1598 Bundle Lark Vc 3飞书视频会议:查询进行中的会议列表(含会议 ID)、读取会中实时内容(发言、聊天、共享等)、发送会中消息,以及搜索历史会议、查询会议纪要(总结/待办/章节/逐字稿)和参会人快照。本技能不覆盖 Agent 真实入会/离会;查询未来日程走 lark-calendar
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shenxingy Bundle Loop 2Clade goal-driven autonomous improvement loop (Blueprint architecture — deterministic pre/post phases + LLM supervisor/worker nodes, converges on goal met or max-iter). NOT the Claude Code built-in /loop (interval polling like `/loop 5m /foo`) — route those to the built-in.
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shenxingy Bundle Equip 2Equipment manager for Claude Code projects — inventory local skills/agents/scripts, audit external upstream repos (red-flag + prompt-injection screening), sync selectively after user approval. Absorbs container-layout skill repos AND single-skill-at-root repos. Project-agnostic.
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shenxingy Bundle Delivery 2Adaptive, resumable Git delivery across repositories and agent runtimes — probe policy, checkpoint coherent work, publish, review, integrate, and verify cleanup
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shenxingy Bundle Skill New 2Scaffold a new Clade skill end-to-end — interview for use cases and trigger phrases, generate SKILL.md + prompt.md with spec-validated frontmatter (bilingual triggers, NOT-for disambiguation), wire golden-set routing tests, and run the lint gate before committing
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shenxingy Bundle Status 2Show a provider-neutral, freshness-aware snapshot of active Agent work, Git delivery, execution identity, and usage limits. Use for “what's going on right now”, what is running, progress updates, active runtime/provider/model, or stuck-work checks.
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shenxingy Skill Handoff 2End-of-session context handoff. Saves session state so the next session or a parallel agent can pick up exactly where the left off. Run this when context is getting full (~80%) or before stopping work.
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shenxingy Bundle Model Research 2Research latest Claude models and update selection guide — run when new models drop or periodically to stay current
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shenxingy Bundle Delivery 3Adaptive, resumable Git delivery across repositories and agent runtimes — probe policy, checkpoint coherent work, publish, review, integrate, and verify cleanup
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shenxingy Bundle Provider 2Inspect or select a Clade execution connection while keeping agent runtime, inference provider, wire protocol, and model distinct. Use for Claude/Codex runtime selection, Anthropic/OpenAI/MiniMax/Kimi/custom gateways, model routing, or connection troubleshooting.
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shenxingy Bundle Codex Orchestrate 2Orchestrate a fleet of parallel `codex exec` workers with you as supervisor — one per isolated git worktree, dispatched headless, each verified INDEPENDENTLY, then PR/merge. The manual "codex-ultracode" fan-out pattern with the hard gotchas baked in (stdin blocking, background tracking, don't-trust-self-reports, writer isolation). Triggers: orchestrate codex, codex workers/fleet, spawn codex, delegate to codex in parallel, manual ultracode, 开 codex 小弟, 派 codex worker — NOT for a single cross-vendor opinion (second-opinion-codex agent) or web-UI worker decomposition (/orchestrate).
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kensaurus Skill Handoff 2Compact the current conversation into a handoff document a fresh agent can pick up. User-invoked via /handoff; an optional argument describes what the next session will focus on.
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kensaurus Skill Docs Adr 2Create and maintain lightweight Architecture Decision Records as agent-readable decision memory — what was decided, why, and which alternatives were rejected. Use when "record this decision", "set up ADRs", "the agent keeps suggesting Y again". Docs vs code drift → plan-docs-sync. Session state → handoff.
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modbender Skill GaugeGauge Memory 📊
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modbender Bundle Token Optimizer 2Automatically analyze and reduce OpenClaw token waste through context compression, tool-call deduplication insights, model selection guidance, and session hygiene checks. Use when sessions are nearing context limits, costs are climbing, or you want proactive token optimization before expensive tasks.
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modbender Bundle Security Scanner 2Run a comprehensive local security scan on your OpenClaw installation. Checks config, network exposure, credentials, OS hardening, and agent guardrails. Scores your setup and offers auto-fixes. Everything stays local — no data leaves your machine.
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modbender Skill IngestIngest Memory 📥
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modbender Skill RitualRitual Memory 🔄
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modbender Bundle Agent Memory 2Universal memory architecture for AI agents. Provides long-term memory, daily logs, diary, cron inbox, heartbeat state tracking, social platform post tracking, sub-agent context patterns, and adaptive learning -- everything an agent needs for identity continuity across sessions.
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modbender Skill Autonomous Agent 2CreditNexus x402 agent. Use when the user wants stock predictions, backtests, bank linking, or agent/borrower scores. Payment-protected MCP tools (run_prediction, run_backtest, link_bank_account, get_agent_reputation_score, get_borrower_score, and by-email variants) with x402 flow (Aptos + Base). Agent handles 402 → pay → retry autonomously. Supports wallet attestation (signing) for onboarding.
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modbender Skill Clawhub 3Enables AI agents to communicate securely with each other through encrypted messaging. Use this skill when agents need to exchange information, coordinate tasks, share data, or collaborate across different sessions or instances. Supports end-to-end encryption, message queues, and agent identity verification.
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modbender Bundle Coding Agent 2Run Codex CLI, Claude Code, Kiro CLI, OpenCode, or Pi Coding Agent via background process for programmatic control.
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ncdevshiv Skill Agent Orchestration Improve AgentSystematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
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ncdevshiv Skill Error Debugging Multi Agent ReviewUse when working with error debugging multi agent review
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ncdevshiv Skill LLM Application Dev Langchain AgentYou are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
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ncdevshiv Bundle LLM Application Dev Prompt OptimizeYou are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati
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ncdevshiv Skill Agent Orchestration Multi Agent OptimizeOptimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
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drnabeelkhan Skill Ceo TasksCEO Tasks -- Prompt Catalog
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drnabeelkhan Skill Hook ModelHook Model
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drnabeelkhan Skill Com B ModelCOM-B Model
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drnabeelkhan Skill Social MediaSocial Media -- Prompt Catalog
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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 Transtheoretical Model (TTM / Stages of Change), Diffusion of Innovations, Elaboration Likelihood Model (ELM). 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.