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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Powered by Teneo Protocol - A decentralized network of AI agents Use when this capability is needed.
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Translate the “Target Audience Personas” practice (see `work/notes/ideation/opinionated_platform/target_audience_personas.md`) into a repeatable workflow so every artifact intentionally addresses t... Use when this capability is needed.
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Apply for python-fastapi-best-practices-cursorrules-prompt-f. You are an expert in Python, FastAPI, and scalable API development. Write concise, technical responses with accurate Python examples. Use functional, declarative programming; avoid classes where possi Use when this capability is needed.
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Conduct comprehensive research on any topic by coordinating 2-4 specialized researcher agents in parallel, then synthesizing findings into a detailed report via mandatory report-writer agent delegation Use when this capability is needed.
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Hugging Face Transformers best practices including model loading, tokenization, fine-tuning workflows, and inference optimization. Use when working with transformer models, fine-tuning LLMs, implementing NLP tasks, or optimizing transformer inference. Use when this capability is needed.
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Chain agent outputs as inputs in sequential or parallel pipelines for data flow orchestration Use when this capability is needed.
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- tomevault-io Bundle Agentic Environment Doctor
Audit, diagnose and repair a tool-agnostic AI workflow that has drifted over time. Use whenever the user complains that their AGENTS.md / CLAUDE.md / GEMINI.md / .cursorrules / skills "have grown messy", "are out of sync", "contradict each other", "are bloated", or that they want to clean up, audit, reconcile, deduplicate, defragment or reset their AI configuration. Also trigger when they ask to "check why my agent is ignoring rules", "find duplicate skills", "detect drift", "consolidate", "find stale docs", "validate AGENTS.md", "lint my skills", "what's in my CLAUDE.md", "merge several CLAUDE.mds into AGENTS.md", or to find documents whose code references have moved. This is the maintenance counterpart to agentic-environment-bootstrap — bootstrap creates, doctor heals. Use when this capability is needed.
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Use when multiple Power BI AI expert agents must be coordinated across consultant, source mapper, modeler, DAX expert, Power Query expert, designer, QA, CoE reviewer, and release manager roles.
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Comprehensive GitHub pull request code review using multi-agent swarm with specialized reviewers for security, performance, style, tests, and documentation. Coordinates security-auditor, perf-analyzer, code-analyzer, tester, and reviewer agents through mesh topology for parallel analysis. Provides detailed feedback with auto-fix suggestions and merge readiness assessment. Use when reviewing PRs, conducting code audits, or ensuring code quality standards before merge. Use when this capability is needed.
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Flutter-Layered-Architecture アプリに最適化された汎用的デザインパターンを知るためのSKILL。コード調査についても、アーキテクチャを知ることで精度を高めることができる。 Use when this capability is needed.
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This skill should be used when the user asks to "generate video prompts", "create Seedance prompts", "write video descriptions", mentions "Seedance", "seedance", "即梦", "即梦平台", "视频提示词", "视频生成", "AI视频", "短剧", "广告视频", "视频延长", or discusses video prompt engineering, AI video generation, or Seedance 2.0 workflows. Use when this capability is needed.
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Evaluate plugin commands, agents, and skills against Anthropic Constitution principles. Score alignment on reasoning-based vs rule-based instruction spectrum, identify improvement opportunities. Use when the user wants to audit, score, or review the quality of a command, agent, or skill — e.g. "review this skill", "audit this command", "is this agent well-written", "score this against constitutional principles", or "check this for rule-based patterns". Use when this capability is needed.
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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 kevintsengtw--dotnet-testing-agent-skills--dotnet-testing-nsubstitute-mocking, kevintsengtw--dotnet-testing-agent-skills--dotnet-testing-test-output-logging, kevintsengtw--dotnet-testing-agent-skills--dotnet-testing-xunit-project-setup. 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.