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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wyattjy Bundle PowerpointCreate, read, edit .pptx decks, slides, notes, templates.
- wyattjy Bundle Research Workflow 4
Use when generating literature reports from paper links, batch-downloading papers, converting PDFs to Markdown, writing per-paper analysis, or exporting research reports to Word/PDF.
- wyattjy Bundle Outlines
Outlines: structured JSON/regex/Pydantic LLM generation.
- wyattjy Bundle Github Code Review
Review PRs: diffs, inline comments via gh or REST.
- wyattjy Bundle Github Pr Workflow
GitHub PR lifecycle: branch, commit, open, CI, merge.
- wyattjy Skill Plan
Plan mode: write markdown plan to .hermes/plans/, no exec.
- wyattjy Skill Codex 2
Delegate coding to OpenAI Codex CLI (features, PRs).
- wyattjy Bundle Baoyu Infographic
Infographics: 21 layouts x 21 styles (信息图, 可视化).
- wyattjy Bundle Ideation
Generate project ideas via creative constraints.
- wyattjy Bundle Touchdesigner MCP
Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire connections, execute Python, build real-time visuals. 36 native tools.
- wyattjy Skill Kanban Orchestrator
Decomposition playbook + specialist-roster conventions + anti-temptation rules for an orchestrator profile routing work through Kanban. The "don't do the work yourself" rule and the basic lifecycle are auto-injected into every kanban worker's system prompt; this skill is the deeper playbook when you're specifically playing the orchestrator role.
- wyattjy Skill Codebase Inspection
Inspect codebases w/ pygount: LOC, languages, ratios.
- wyattjy Skill Spike
Throwaway experiments to validate an idea before build.
- wyattjy Bundle Expert Survey Report 2
Use when the user wants an expert literature survey from a paper set, with the final report organized by themes, problem chains, and evidence-backed synthesis rather than paper-by-paper summaries, while still requiring per-paper Analysis_Detail.md as source material.
- wyattjy Bundle Obliteratus
OBLITERATUS: abliterate LLM refusals (diff-in-means).
- wyattjy Skill Webhook Subscriptions
Webhook subscriptions: event-driven agent runs.
- wyattjy Skill Shopify
Shopify Admin & Storefront GraphQL APIs via curl. Products, orders, customers, inventory, metafields.
- wyattjy Skill Opencode
Delegate coding to OpenCode CLI (features, PR review).
- wyattjy Bundle Github Repo Management
Clone/create/fork repos; manage remotes, releases.
- wyattjy Bundle Segment Anything Model
SAM: zero-shot image segmentation via points, boxes, masks.
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rudironsoni Skill Dotnet Serena Analysis Patterns 3Code analysis patterns using Serena MCP for architecture validation and pattern detection
- rudironsoni Skill Dotnet Agent Harness Recommender 3
AI-powered skill recommendation engine for dotnet-agent-harness. Analyzes project context and recommends relevant skills based on detected frameworks, packages, and patterns. Triggers on: recommend skill, suggest skills, what skill should I use, skill suggestion, project analysis recommendation.
- rudironsoni Skill Dotnet Microsoft Agent Framework 3
Integrates AI/LLM via Microsoft Agent Framework. Agents, workflows, tools, MCP servers, multi-agent orchestration.
- rudironsoni Skill AI Prompt Engineering Safety Review 3
Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations.
- rudironsoni Bundle Dotnet Agent Harness Test Framework 3
Comprehensive testing framework for skills
- rudironsoni Skill Dotnet Csharp Nullable Reference Types 7
Enables nullable reference types. Annotation strategies, migration, common agent mistakes.
- rudironsoni Skill Dotnet Testing Advanced Testcontainers Nosql 3
Complete guide for Testcontainers NoSQL integration testing. Use when containerized integration testing for MongoDB or Redis. Covers MongoDB document operations, Redis five data structures, Collection Fixture pattern. Includes BSON serialization, index performance testing, data isolation strategy, and container lifecycle management. Keywords: testcontainers mongodb, testcontainers redis, mongodb integration test, redis integration test, nosql testing, MongoDbContainer, RedisContainer, IMongoDatabase, IConnectionMultiplexer, BSON serialization, BsonDocument, document model testing, cache testing, Collection Fixture
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paperclipai Bundle Company Creator 2Create agent company packages conforming to the Agent Companies specification (agentcompanies/v1). Use when a user wants to create a new agent company from scratch, build a company around an existing git repo or skills collection, or scaffold a team/department of agents. Triggers on: "create a company", "make me a company", "build a company from this repo", "set up an agent company", "create a team of agents", "hire some agents", or when given a repo URL and asked to turn it into a company. Do NOT use for importing an existing company package (use the CLI import command instead) or for modifying a company that is already running in Paperclip.
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atulpurohit Skill Fine TunerProfessional Fine Tuner Expert skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
- atulpurohit Skill AI Engineer
Professional Ai Engineer skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
- atulpurohit Skill RAG Builder
Professional Rag Builder skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
- atulpurohit Skill Ddd Modeling
Apply DDD principles to model complex business domains. Covers bounded contexts, aggregates, domain events, repositories, and ubiquitous language.
- atulpurohit Skill Eval Harness
Professional Eval Harness Expert skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
- atulpurohit Skill Model Monitor
Professional Model Monitor Expert skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
- atulpurohit Skill Mlops Engineer
Professional Mlops Engineer skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
- atulpurohit Skill Responsible AI
Professional Responsible Ai Expert skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
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 powerpoint, research-workflow, outlines. 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.