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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dvcrn Bundle Xmtp Agent SwarmAgent Swarm — Agent-First Task Protocol
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dvcrn Bundle AI Music PromptsAI music prompt templates and best practices for generating music with AI tools like Suno, Udio, Mureka, and others. Use when user needs to create music prompts, song ideas, or wants guidance on writing effective prompts for AI music generation. Includes bilingual prompt templates for various genres, mood descriptors, instrumentation guidance, and lyric writing tips. Also provides techniques for crafting specific musical outcomes and examples of well-structured prompts in Chinese and English.
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dvcrn Bundle Context7 MCP SkillQuery up-to-date library documentation and code examples using Context7 MCP. Use when you need current, version-specific documentation for npm packages, Python libraries, or other programming languages.
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dvcrn Bundle Clawild MoltbookCLAWILD — autonomous crypto intelligence agent on Moltbook
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dvcrn Bundle Globepilot AI Agent V1GlobePilot AI Agent V1
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dvcrn Skill Verified Agent Identity 2Billions/Iden3 authentication and identity management tools for agents. Link, proof, sign, and verify.
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dvcrn Skill Juliette Psychose AgentJuliette Psychose Agent
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dvcrn Bundle Drift Guard Agent Behavior MonitorDrift Guard Agent Behavior Monitor
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dvcrn Bundle Verified Agent Identity 3Billions/Iden3 authentication and identity management tools for agents. Link, proof, sign, and verify.
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dvcrn Bundle Jun Invest Option MasterDEPRECATED. Use jun-invest-option-master-agent.
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opencue Bundle Vc TeamOrchestrate Agent Teams for parallel multi-session collaboration. Use for research, implementation, review, and debug workflows requiring independent teammates.
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opencue Bundle Vc Team 2Orchestrate Agent Teams for parallel multi-session collaboration. Use for research, implementation, review, and debug workflows requiring independent teammates.
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opencue Bundle Vc SetupInteractive agent harness setup for any project. Detects your stack, asks about your project, scaffolds process directories, deep-scans the codebase, and populates context with real content. Works on fresh projects and existing projects with pre-existing configs — always asks before reorganizing.
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opencue Bundle Vc Setup 2Interactive agent harness setup for any project. Detects your stack, asks about your project, scaffolds process directories, deep-scans the codebase, and populates context with real content. Works on fresh projects and existing projects with pre-existing configs — always asks before reorganizing.
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opencue Skill Trace MCPUse trace-mcp tools for code navigation, impact analysis, and framework-aware queries instead of Read/Grep/Glob/Bash. Activate whenever the agent needs to explore, understand, or modify a codebase that has trace-mcp indexed.
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opencue Bundle Vc UpdatePull latest agent harness improvements from the remote kit repository. Shows a dry-run diff summary, waits for confirmation, then applies updates.
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opencue Skill Trace MCP 2Use trace-mcp tools for code navigation, impact analysis, and framework-aware queries instead of Read/Grep/Glob/Bash. Activate whenever the agent needs to explore, understand, or modify a codebase that has trace-mcp indexed.
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opencue Bundle Vc Update 2Pull latest agent harness improvements from the remote kit repository. Shows a dry-run diff summary, waits for confirmation, then applies updates.
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opencue Bundle Codex APIReference for the Codex API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a one-liner" — whenever: the prompt names Codex/Anthropic in any form (Codex, Anthropic, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `Codex-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing/model choice/limits/caching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent/MCP/tool-definition/multi-agent/RAG/LLM-judge/computer-use; generate/summarize/extract/classify/rewrite/converse over NL; debugging refusals/cutoffs/streaming/tool-calls/tokens). SKIP only when another provider is being worked on (overrides all triggers): OpenAI/GPT/Gemini/Llama/Mistral/Cohere/Ollama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST if no provi
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opencue Bundle Deep CleanFull-spectrum consolidation of AI agent configuration files. Goes beyond memory-only dream skills: audits and optimizes context files (AGENTS.md/AGENTS.md/GEMINI.md/.cursorrules), rules, skills, and memory. Detects stale references, dead file paths, duplicated rules, stack mismatches, contradictions, vague directives, and bloated indexes. Works on any repo, any stack, any agent.
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opencue Bundle Sub AgentsExecute external CLI AIs as isolated sub-agents for task delegation, parallel processing, and context separation. Use when delegating complex multi-step tasks, running parallel investigations, needing fresh context without current conversation history, or leveraging specialized agent definitions. Returns structured JSON with agent output, exit code, and execution status.
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opencue Bundle Vc PublishPush agent harness improvements from the current development repo to the remote kit repository. Use when you want to publish local harness changes back to the shared kit. Diffs managed files, shows what changed, bumps version, and pushes.
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opencue Bundle Deep Clean 2Full-spectrum consolidation of AI agent configuration files. Goes beyond memory-only dream skills: audits and optimizes context files (CLAUDE.md/AGENTS.md/GEMINI.md/.cursorrules), rules, skills, and memory. Detects stale references, dead file paths, duplicated rules, stack mismatches, contradictions, vague directives, and bloated indexes. Works on any repo, any stack, any agent.
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opencue Bundle Vc Publish 2Push agent harness improvements from the current development repo to the remote kit repository. Use when you want to publish local harness changes back to the shared kit. Diffs managed files, shows what changed, bumps version, and pushes.
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opencue Bundle Vc Audit VcAudit agent harness health: Codex/Codex agent parity, skill registry consistency, README.md sync, and protocol file wiring. Use when agents, skills, README.md, or development-protocol files move, split, or drift.
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opencue Bundle Vc Audit Vc 2Audit agent harness health: Claude/Codex agent parity, skill registry consistency, README.md sync, and protocol file wiring. Use when agents, skills, README.md, or development-protocol files move, split, or drift.
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opencue Skill Feature LoopCoding agent for the project-level harness — one feature per session, must verify, must be mergeable.
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opencue Bundle Signal ConfigGenerates YAML signal configs for agent simulation experiments. Use when the user wants to define what signals to track, how to extract them from run artifacts, and how to aggregate them into experiment-level metrics. Trigger when users say: "generate a signal config", "create signals for my experiment", "I want to track [metric]", "write a signal YAML", "set up extraction for [thing]", "how do I measure [behavior] across runs", "configure signals for [experiment]", "create a signal config", "create signal config file", or "build a signal config".
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opencue Bundle Soul GuardianDrift detection + baseline integrity guard for agent workspace files with automatic alerting support
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opencue Bundle Clawsec ScannerAutomated vulnerability scanner for agent platforms. Performs dependency scanning (npm audit, pip-audit), multi-database CVE lookup (OSV, NVD, GitHub Advisory), SAST analysis (Semgrep, Bandit), and agent-specific DAST hook execution testing for OpenClaw hooks.
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opencue Bundle Prompt EngineerTransform rough prompts/ideas into production-ready LLM prompts. Use when crafting, refining, or optimizing prompts for any AI model (Codex, GPT, Llama, etc.) with advanced techniques like CoT, constitutional AI, RAG optimization.
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opencue Bundle Setup ExperimentInteractive workflow to set up agent simulation experiments end-to-end. Creates tasks, selects or creates environments, builds the experiment, configures signals, and optionally triggers the first iteration. Trigger when users say: "set up an experiment", "create an experiment", "I want to run an experiment", "setup experiment", "new experiment", "configure an experiment", or "experiment setup".
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dvcrn Bundle Neuroboost ElixirAwakening Protocol v5.3 — Agent Cognitive Upgrade + Self-Evolving System + Perpetual Memory + Performance Metrics + Agent Health Score + Automated Health Patrol + Self-Healing Protocol + Context Engineering + Knowledge Graph + Multi-Agent Collaboration. From metacognitive awakening to autonomous self-maintenance to cross-session persistence to quantifiable improvement to one-number health check to proactive monitoring to autonomous self-repair to relational understanding to team coordination, enabling AI agents to think, evolve, remember, measure, diagnose, patrol, heal, understand, and collaborate. Complete system for truly autonomous AI agents.
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dvcrn Bundle Wecom Agent Message企业微信应用消息
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dvcrn Skill Edison Agent ReachUse the internet: search, read, and interact with 13+ platforms including Twitter/X, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu (小红书), Douyin (抖音), WeChat Articles (微信公众号), LinkedIn, Boss直聘, RSS, Exa web search, and any web page. Use when: (1) user asks to search or read any of these platforms, (2) user shares a URL from any supported platform, (3) user asks to search the web, find information online, or research a topic, (4) user asks to post, comment, or interact on supported platforms, (5) user asks to configure or set up a platform channel. Triggers: "搜推特", "搜小红书", "看视频", "搜一下", "上网搜", "帮我查", "全网搜索", "search twitter", "read tweet", "youtube transcript", "search reddit", "read this link", "看这个链接", "B站", "bilibili", "抖音视频", "微信文章", "公众号", "LinkedIn", "GitHub issue", "RSS", "search online", "web search", "find information", "research", "帮我配", "configure twitter", "configure proxy", "帮我安装".
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dvcrn Skill Hk101 Living RAGHK-101 Living RAG
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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 vc:audit-vc, xmtp-agent-swarm, ai-music-prompts. 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.