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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rudironsoni Skill Wiki Llms Txt 3Generates llms.txt for LLM-friendly project access
- rudironsoni Skill Dotnet Uno MCP 7
Queries Uno MCP server. Tool detection, search-then-fetch workflow, init rules, fallback.
- rudironsoni Skill Wiki Agents Md 3
Generates AGENTS.md files for coding agent context
- rudironsoni Skill Dotnet Slopwatch 7
Runs Slopwatch CLI to detect LLM reward hacking -- disabled tests, suppressed warnings.
- rudironsoni Bundle Microsoft Learn MCP 3
Microsoft Learn MCP Server integration for accessing official Microsoft documentation
- rudironsoni Skill Dotnet Agent Gotchas 7
Flags agent mistakes in .NET code -- async misuse, NuGet errors, deprecated APIs, DI.
- rudironsoni Skill Dotnet Semantic Kernel 5
Integrates AI/LLM via Semantic Kernel. Plugins, prompt templates, memory stores, agents.
- rudironsoni Skill Dotnet Windbg Debugging 5
Debugs Windows apps via WinDbg MCP. Crash, hang, high-CPU, and memory triage from dumps or live attach.
- rudironsoni Skill Dotnet Serena Refactoring 3
Symbol-level refactoring with automatic reference updates using Serena MCP
- rudironsoni Skill Dotnet Agent Harness Hooks 3
Hooks and MCP server guide for dotnet-agent-harness. How hooks behave, how to disable them, MCP configuration and troubleshooting.
- rudironsoni Skill Dotnet Agent Harness Offline 3
Offline mode with local caching for air-gapped environments
- rudironsoni Skill Dotnet Csharp Async Patterns 7
Writing async/await code. Task patterns, ConfigureAwait, cancellation, and common agent pitfalls.
- rudironsoni Skill Dotnet Agent Harness Manifest 3
Skill manifest management for dotnet-agent-harness. Tracks skill dependencies, conflicts, version compatibility, and provides validation and resolution tools. Triggers on: skill manifest, dependency resolution, skill compatibility, version conflicts, build manifest, validate dependencies.
- rudironsoni Skill Dotnet Serena Code Navigation 3
Efficient code navigation using Serena MCP symbol operations instead of text search
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wyattjy Bundle Backend BlueprintUse when product-builder needs API, DB, auth, error model, caching, deployment, and backend task breakdown before implementation.
- wyattjy Bundle Aihubmix Image Gen
Use when UI Designer needs to generate a product UI draft image from a product spec, design tokens, or layout prompt via the configured CPA or OpenAI-compatible image model.
- wyattjy Bundle Paper Digest 2
Daily research routine for Wyatt. Selects one paper, technical doc, video, or repository relevant to the current multimodal/model-training watchlist and produces a 500-word idea with links and a concrete experiment.
- wyattjy Bundle Case Archiver 2
Use when a project, task, or legacy local folder needs to be archived into Wyatt's Hermes memory. Captures raw requirement, solution path, references, user-attitude turning point, final delivery, representative bugs, and rewritten final prompt.
- wyattjy Skill Native MCP
MCP client: connect servers, register tools (stdio/HTTP).
- wyattjy Skill Hermes Wyatt Workflow
Use when Wyatt mentions Hermes, WyattJY local multi-agent workflow, Codex/Claude Code routing, product-team subagents, local memory, Weixin research reports, internship literature review, or Hikvision codec onboarding.
- wyattjy Bundle Prompt Rewriter 2
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 Bundle Server Observation Loop
Use when Claude Code cannot directly access a server, training job, private dataset, or intranet system and Wyatt must run commands manually then return sanitized logs, screenshots, metrics, or summaries.
- wyattjy Bundle Backend Blueprint 2
Use when product-builder needs API, DB, auth, error model, caching, deployment, and backend task breakdown before implementation.
- wyattjy Bundle Aihubmix Image Gen 2
Use when UI Designer needs to generate a product UI draft image from a product spec, design tokens, or layout prompt via the configured AIHubMix image model.
- wyattjy Bundle Openai Docs 2
Use 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 Cliproxyapi
CLIProxyAPI: expose ChatGPT/Codex/Claude/Gemini OAuth subscriptions as OpenAI/Claude/Gemini-compatible HTTP APIs.
- wyattjy Bundle Dogfood
Exploratory QA of web apps: find bugs, evidence, reports.
- wyattjy Skill Yuanbao
Yuanbao (元宝) groups: @mention users, query info/members.
- wyattjy Bundle Hermes Agent
Configure, extend, or contribute to Hermes Agent.
- wyattjy Bundle Google Meet
Join a Google Meet call, transcribe live captions, optionally speak in realtime, and do the followup work afterwards. Use when the user asks the agent to sit in on a meeting, take notes, summarize, respond in-call, or action items from it.
- wyattjy Bundle P5js
p5.js sketches: gen art, shaders, interactive, 3D.
- wyattjy Skill Songsee
Audio spectrograms/features (mel, chroma, MFCC) via CLI.
- wyattjy Skill Spotify
Spotify: play, search, queue, manage playlists and devices.
- wyattjy Bundle Himalaya
Himalaya CLI: IMAP/SMTP email from terminal.
- wyattjy Skill Native MCP 2
MCP client: connect servers, register tools (stdio/HTTP).
- wyattjy Bundle Arxiv
Search arXiv papers by keyword, author, category, or ID.
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 wiki-llms-txt, dotnet-uno-mcp, wiki-agents-md. 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.