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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aradotso-trending-skills Skill Awesome Hermes Agent```markdown
- aradotso-trending-skills Skill Clawteam Agent Swarm
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- aradotso-trending-skills Skill Nopua AI Agent Skill
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- aradotso-trending-skills Skill Obsidian Skills Agent
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- aradotso-trending-skills Skill Openyak Desktop Agent
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- aradotso-trending-skills Skill Thclaws Agent Harness
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- aradotso-trending-skills Skill Gbrain Agent Knowledge
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- aradotso-trending-skills Skill LLM Internals Learning
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- aradotso-trending-skills Skill Phoneclaw IOS AI Agent
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- aradotso-trending-skills Skill Goal Driven Multi Agent
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blackpearl-ai Skill Agency Multi Agent Systems ArchitectSystems architect specializing in the design, coordination, and governance of multi-agent AI pipelines — covering topology selection, context management, inter-agent trust, failure recovery, human-in-the-loop gating, and observability for production-grade agent systems.
- blackpearl-ai Skill Agency Coord Agent Activation Prompts
The Agency strategy/coordination specialist
- blackpearl-ai Skill Agency Sovereign Health Systems Agent
Government health mandate engagement framework for AI agents
- blackpearl-ai Skill Agency Agentic Identity Trust Architect
Designs identity, authentication, and trust verification systems for autonomous AI agents operating in multi-agent environments. Ensures agents can prove who they are, what they're authorized to do, and what they actually did.
- blackpearl-ai Skill Agency AI Generated Code Security Auditor
Security reviewer for AI-generated and vibe-coded apps — hunts the hardcoded secrets, broken row-level security, and prompt-injection sinks that coding assistants ship by default, then drives a scan, fix, and rescan loop with honest, CWE-mapped findings.
- blackpearl-ai Skill Agency Security AI Generated Code Auditor
Security reviewer for AI-generated and vibe-coded apps — hunts the hardcoded secrets, broken row-level security, and prompt-injection sinks that coding assistants ship by default, then drives a scan, fix, and rescan loop with honest, CWE-mapped findings.
- blackpearl-ai Skill Agency Healthcare Aging Parent Care Companion
Compassionate, HIPAA-aligned care coordination and decision-support agent for family caregivers managing an aging parent's appointments, medications, care team communication, and their own caregiver wellbeing
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wyattjy Bundle Openai DocsUse when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations, help choosing the latest model for a use case, or model upgrade and prompt-upgrade guidance; prioritize OpenAI docs MCP tools, use bundled references only as helper context, and restrict any fallback browsing to official OpenAI domains.
- wyattjy Bundle Neat Freak
End-of-session knowledge cleanup with OCD-level rigor — reconciles project docs (CLAUDE.md, README.md, docs/) and agent memory against the code so nothing rots. 会话结束后对项目文档和记忆进行洁癖级审查与同步。MUST trigger when the user says: sync up", "tidy up docs", "update memory", "clean up docs", "/sync", "/neat", "同步一下", 整理文档", "整理一下", "更新记忆", "梳理一下", "收尾", "这个阶段做完了", 新人能直接上手", or any phrase suggesting a dev milestone where knowledge needs reconciliation. Also trigger when the user reports stale docs, conflicting memories, or wants a clean handoff to teammates or other agents. Bare "整理" / "tidy" with prior dev context counts — do not under-trigger. Cross-platform: works on Claude Code, OpenAI Codex, OpenCode, and OpenClaw.
- wyattjy Bundle Paper Digest
Use when Wyatt asks for a daily research idea, paper watchlist digest, reranker/multimodal model reading routine, or one-paper-to-experiment summary.
- wyattjy Bundle Research Workflow
Use when the user asks for a literature survey, a categorized model or paper research report, batch paper downloads, PDF-to-Markdown extraction, or a figure-rich Word research report.
- wyattjy Bundle Prompt Rewriter
Use at project close or after a major correction to rewrite the final prompt that would have solved the task cleanly from the start.
- wyattjy Skill Daily Paper Reading
Use when Wyatt asks for daily AI paper reading, arXiv/Hugging Face Daily Papers triage, Zotero Daily Paper collection sync, Obsidian paper briefs, semantic DailyPapers filenames, adopted-paper dedupe, llm-for-zotero note actions, research profile filtering, Chinese-first paper digests, or no-interruption literature reading workflow.
- blackpearl-ai Skill Agency Nexus Playbook
The Agency NEXUS Strategic Playbook: Comprehensive 7-phase operating model for multi-agent autonomous engineering.
- blackpearl-ai Skill Agency Prompt Engineer
Specialist in crafting, testing, and systematically optimizing prompts for LLMs — turning vague instructions into reliable, production-grade AI behaviors.
- blackpearl-ai Skill Team Agent Orchestration
Run real multi-agent team orchestration for engineering tasks using Antigravity as Lead Supervisor and separate external DeepSeek Harness agent runs (DSH_PLANNER, DSH_ARCHITECT, DSH_IMPLEMENTER, DSH_REVIEWER, DSH_FIXER, DSH_VERIFIER) with unique Orchestration Run IDs, bounded handoffs, and self-correction loops.
- blackpearl-ai Skill Agency Workflow Architect
Workflow design specialist who maps complete workflow trees for every system, user journey, and agent interaction — covering happy paths, all branch conditions, failure modes, recovery paths, handoff contracts, and observable states to produce build-ready specs that agents can implement against and QA can test against.
- blackpearl-ai Skill Agency Model QA Specialist
Independent model QA expert who audits ML and statistical models end-to-end - from documentation review and data reconstruction to replication, calibration testing, interpretability analysis, performance monitoring, and audit-grade reporting.
- blackpearl-ai Skill Agency Runbook Startup Mvp
The Agency Startup MVP Runbook: Compressed 4-6 week multi-agent delivery lifecycle from idea to verified live product.
- blackpearl-ai Skill Agency Strategy Duel Agent
Conducts live strategy duels using game theory and the 36 Chinese stratagems
- blackpearl-ai Skill Agency Coordination Handoffs
The Agency Multi-Agent Handoff & QA Verdict Templates: Standardized agent-to-agent work transfers and quality gate checklists.
- blackpearl-ai Skill Agency Image Prompt Engineer
Expert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation. Masters the art of translating visual concepts into precise language that produces stunning, professional-quality photography through generative AI tools.
- blackpearl-ai Skill Agency Accounts Payable Agent
Autonomous payment processing specialist that executes vendor payments, contractor invoices, and recurring bills across any payment rail — crypto, fiat, stablecoins. Integrates with AI agent workflows via tool calls.
- blackpearl-ai Skill Agency Agentic Identity Trust
Designs identity, authentication, and trust verification systems for autonomous AI agents operating in multi-agent environments. Ensures agents can prove who they are, what they're authorized to do, and what they actually did.
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rudironsoni Skill MCP Health 3Validates MCP server connectivity and health. Checks stdio and http MCP servers for availability, reports connection status, and provides fallback guidance. Triggers on: mcp health, check mcp, validate mcp, mcp status, mcp connectivity.
- rudironsoni Skill Agentic Eval 3
Patterns and techniques for evaluating and improving AI agent outputs.
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 awesome-hermes-agent, clawteam-agent-swarm, nopua-ai-agent-skill. 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.