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.
-
atulpurohit Skill Feature EngineerProfessional Feature Engineer skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
- atulpurohit Skill Langchain Expert
Professional Langchain Expert skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
-
wyattjy Bundle Google WorkspaceGmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.
- wyattjy Bundle Optimizing Attention Flash
Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA, flash-attn library, H100 FP8, and sliding window attention.
- wyattjy Skill Shop App
Shop.app: product search, order tracking, returns, reorder.
- wyattjy Bundle Fine Tuning With Trl
TRL: SFT, DPO, PPO, GRPO, reward modeling for LLM RLHF.
- wyattjy Bundle Ocr And Documents 2
Extract text from PDFs/scans (pymupdf, marker-pdf).
- wyattjy Bundle Telephony
Give Hermes phone capabilities without core tool changes. Provision and persist a Twilio number, send and receive SMS/MMS, make direct calls, and place AI-driven outbound calls through Bland.ai or Vapi.
- wyattjy Skill Minecraft Modpack Server
Host modded Minecraft servers (CurseForge, Modrinth).
- wyattjy Bundle Searxng Search
Free meta-search via SearXNG — aggregates results from 70+ search engines. Self-hosted or use a public instance. No API key needed. Falls back automatically when the web search toolset is unavailable.
- wyattjy Skill Claude Code
Delegate coding to Claude Code CLI (features, PRs).
- wyattjy Skill Jupyter Live Kernel
Iterative Python via live Jupyter kernel (hamelnb).
- wyattjy Bundle Research Analysis Subagent 4
Programmatic subagent invoked by research-workflow Step 3. Reads one paper directory and writes Analysis_Detail.md following a strict academic prompt. Invoked once per paper in a fresh session. Do not invoke directly from user requests — use research-workflow instead.
- wyattjy Skill Hermes Agent 2
Configure, extend, or contribute to Hermes Agent.
- wyattjy Skill Songwriting And AI Music
Songwriting craft and Suno AI music prompts.
- wyattjy Bundle Openai Docs 3
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 explicit GPT-5.4 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 Skill Writing Plans 2
Write implementation plans: bite-sized tasks, paths, code.
- wyattjy Bundle Duckduckgo Search
Free web search via DuckDuckGo — text, news, images, videos. No API key needed. Prefer the `ddgs` CLI when installed; use the Python DDGS library only after verifying that `ddgs` is available in the current runtime.
- wyattjy Bundle Weights And Biases
W&B: log ML experiments, sweeps, model registry, dashboards.
- wyattjy Skill Python Debugpy
Debug Python: pdb REPL + debugpy remote (DAP).
- wyattjy Skill Honcho
Configure and use Honcho memory with Hermes -- cross-session user modeling, multi-profile peer isolation, observation config, dialectic reasoning, session summaries, and context budget enforcement. Use when setting up Honcho, troubleshooting memory, managing profiles with Honcho peers, or tuning observation, recall, and dialectic settings.
- wyattjy Skill Adversarial UX Test
Roleplay the most difficult, tech-resistant user for your product. Browse the app as that persona, find every UX pain point, then filter complaints through a pragmatism layer to separate real problems from noise. Creates actionable tickets from genuine issues only.
- wyattjy Bundle Evaluating Llms Harness
lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).
- wyattjy Skill Systematic Debugging 2
4-phase root cause debugging: understand bugs before fixing.
- wyattjy Bundle Hermes Atropos Environments
Build, test, and debug Hermes Agent RL environments for Atropos training. Covers the HermesAgentBaseEnv interface, reward functions, agent loop integration, evaluation with tools, wandb logging, and the three CLI modes (serve/process/evaluate). Use when creating, reviewing, or fixing RL environments in the hermes-agent repo.
- wyattjy Skill Node Inspect Debugger
Debug Node.js via --inspect + Chrome DevTools Protocol CLI.
- wyattjy Skill Requesting Code Review 2
Pre-commit review: security scan, quality gates, auto-fix.
- wyattjy Skill Test Driven Development 2
TDD: enforce RED-GREEN-REFACTOR, tests before code.
- wyattjy Bundle Subagent Driven Development 2
Execute plans via delegate_task subagents (2-stage review).
- wyattjy Skill Hermes Agent Skill Authoring
Author in-repo SKILL.md: frontmatter, validator, structure.
- wyattjy Skill Debugging Hermes Tui Commands
Debug Hermes TUI slash commands: Python, gateway, Ink UI.
- wyattjy Bundle Chatgpt Apps
Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. Use when Codex needs to design tools, register UI resources, wire the MCP Apps bridge or ChatGPT compatibility APIs, apply Apps SDK metadata or CSP or domain settings, or produce a docs-aligned project scaffold. Prefer a docs-first workflow by invoking the openai-docs skill or OpenAI developer docs MCP tools before generating code.
- wyattjy Bundle Gh Address Comments 3
Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.
- wyattjy Bundle Security Threat Model
Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling. Do not trigger for general architecture summaries, code review, or non-security design work.
- wyattjy Skill Troubleshoot
Investigate unexpected chat agent behavior by analyzing direct debug logs in JSONL files. Use when users ask why something happened, why a request was slow, why tools or subagents were used or skipped, or why instructions/skills/agents did not load.
-
rudironsoni Skill Github 3GitHub MCP Server integration for repository operations, pull requests, issues, and GitHub Actions. Triggers on: github mcp, github operations, pull request, issue, repository, github actions, commit, branch, merge.
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 feature-engineer, langchain-expert, google-workspace. 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.