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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tomevault-io Bundle Jerbouma Financetoolkit FinancetoolkitYou are an expert financial analyst AI executing via the Finance Toolkit MCP server. You have real-time access to 200+ pre-computed financial metrics, historical statements, and economic indicators. Deliver crisp, institutional-grade analysis matching the tone of a professional equity or macro research report.
- tomevault-io Bundle Jinha0907 Knowledgeatlas Retrieval RAG
Retrieval policy (MVP)
- tomevault-io Bundle Hardware In The Loop Test
Validate firmware behavior on real hardware rather than compilation-only checks. Use when running physical acceptance tests, confirming boot markers, validating sensor output, or checking runtime timing/telemetry. Use when this capability is needed.
- tomevault-io Bundle Splunk Developer
Use when developing Splunk searches, dashboards, and apps — SPL (Search Processing Language) queries, transforming commands (stats, chart, timechart, eval, rex, spath), knowledge objects (fields, lookups, event types, tags, data models), dashboards (Simple XML, Dashboard Studio), alerts and scheduled searches, data inputs (forwarders, HEC, scripted inputs, modular inputs), index-time vs search-time extractions, macros, workflow actions, custom Splunk apps, and REST API integration. Part of the observability-* skill family.
- tomevault-io Bundle Engineering Manager
Manages engineering ICs by triaging blocked beads, running oversight loops, reviewing architecture, and coordinating cross-agent work in Loom. Use when beads are stuck, an IC needs help, architecture decisions require review, or engineering status and velocity need assessment.
- tomevault-io Bundle Chunkhound
Semantic code chunking and search patterns for codebase exploration Use when this capability is needed.
- tomevault-io Bundle Python CLI
Universal Python CLI development patterns and best practices Use when this capability is needed.
- tomevault-io Bundle Favicon Generator
Generate complete favicon/app icon suites with templates and assets. Use when the user needs favicons or app icons for a web/app project. Use when this capability is needed.
- tomevault-io Bundle Jsperger LLM R Skills Rlang Conditions
Condition Handling in R Packages
- tomevault-io Bundle Julianleopold Gaggimate MCP New Coffee
New Coffee Research Skill
- tomevault-io Bundle Setup Engine
Configure the project's game engine and version. Pins the engine in GEMINI.md, detects knowledge gaps, and populates engine reference docs via WebSearch when the version is beyond the LLM's training data. Use when this capability is needed.
- tomevault-io Bundle Kambleakash0 Agent Skills Git Workflow
Git Workflow Skill
- tomevault-io Bundle Claude Agent Sdk Python
Build and test Python applications using the Claude Agent SDK. Use when creating agent applications, custom MCP tools, permission handlers, lifecycle hooks, or multi-turn conversations. Covers query(), ClaudeSDKClient, @tool decorator, create_sdk_mcp_server(), hooks, permissions, and independent app testing patterns. Use when this capability is needed.
- tomevault-io Bundle Kk0ga Employee Time Attendance MCP CLI
MCP CLI / MCP Setup Skill
- tomevault-io Bundle Koshkinvv IOS Agent Skills IOS Testing
iOS Testing Skill
- tomevault-io Bundle Assistant Architect
Create AI Studio Assistant Architect JSON import files from screenshots or descriptions. Use when users provide a screenshot of a form/UI to replicate, describe an assistant they want built, or need to generate multi-prompt workflow JSON for PSD AI Studio. Use when this capability is needed.
- tomevault-io Bundle Langchain Architecture
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows. Use when this capability is needed.
- tomevault-io Bundle Langgraph Docs
Fetches and references LangGraph Python documentation to build stateful agents, create multi-agent workflows, and implement human-in-the-loop patterns. Use when the user asks about LangGraph, graph agents, state machines, agent orchestration, LangGraph API, or needs LangGraph implementation guidance. Use when this capability is needed.
- tomevault-io Bundle Searching Messages
Search past messages to recall context. Use when you need to remember previous discussions, find specific topics mentioned before, pull up context from earlier in the conversation history, or find which agent discussed a topic. Use when this capability is needed.
- tomevault-io Bundle Paw Sot
Society of Thought (SoT) — multi-perspective deliberative review engine. Orchestrates specialist personas with parallel or debate interaction, confidence-weighted synthesis, and interactive moderator mode. Use for code review, plan review, design analysis, or any scenario requiring diverse expert perspectives. Use when this capability is needed.
- tomevault-io Bundle Lowyshin Giip Dev Agent Phase 3 Mockup
Phase 3: Mockup Development
- tomevault-io Bundle Powerbi Modeling
Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implementing RLS, or optimizing model performance. Triggers on queries about DAX calculations, table relationships, dimension/fact table design, naming conventions, model documentation, cardinality, cross-filter direction, calculation groups, and data model best practices. Always connects to the active model first using power-bi-modeling MCP tools to understand the data structure before providing guidance. Use when this capability is needed.
- tomevault-io Bundle Dev Docs Guide
Use when the user asks about Glean APIs, SDKs, developer integration, MCP configuration, indexing, authentication, or Glean platform development. Triggers on "Glean API", "Glean SDK", "integrate with Glean", "Glean MCP", "Glean authentication", "indexing API", "Glean developer docs", "Glean REST API", or building integrations with Glean.
- tomevault-io Bundle Gologo13 Agent Skills Add Documentation
Add Documentation
- tomevault-io Bundle Account Performance Diagnostics
Diagnose account performance issues such as conversion loss, low lead flow, and lost opportunities due to ad rank, bids, or budgets. Use this skill to guide queries for troubleshooting performance drops. Use when this capability is needed.
- tomevault-io Bundle Bio Single Cell Trajectory Inference
Infer developmental trajectories and pseudotime from single-cell RNA-seq data using Monocle3, Slingshot, and scVelo for RNA velocity analysis. Use when inferring developmental trajectories or pseudotime. Use when this capability is needed.
- tomevault-io Bundle Grantkee Claude Extensions Create Agent
Create Agent
- tomevault-io Bundle Create Project Skill
Scaffold a project-local skill under .agents/skills with contract and layout validation. Use when this capability is needed.
- tomevault-io Bundle Quick Flow Solo Dev
quick-flow-solo-dev agent Use when this capability is needed.
- tomevault-io Bundle MCP Trips
Verify MCP server dependencies and show configuration for OpenCode and Claude Code Use when this capability is needed.
- tomevault-io Bundle Aspire Orchestration
Use when touching AllProjects.AppHost/Program.cs, debugging service startup, or onboarding a new dependency. Knows GA's Aspire AppHost topology (MongoDB, Redis, FalkorDB, GaApi, microservices, ga-client, MCP, Python sidecars), how connection strings flow via WithReference, and how to add new .NET projects, Python containers, or infrastructure resources. Invoke for Aspire, AppHost, DistributedApplication, AddProject, AddRedis, AddMongoDB, WithReference, start-all.ps1, Aspire dashboard.
- tomevault-io Bundle Desc Design
デザインを作る時の観点を説明する Use when this capability is needed.
- tomevault-io Bundle Chinese Development Guide
为中文开发者提供完整的项目本地化、环境配置和开发工作流指导，确保中英文双语环境下的最佳开发体验 Use when this capability is needed.
- tomevault-io Bundle Godot UI Designer
Godot UI界面系统开发专家，支持自然语言描述自动创建菜单、HUD、对话框、响应式布局等完整UI系统 Use when this capability is needed.
- tomevault-io Bundle Hermes Agent Health Check
Audit a NousResearch/hermes-agent checkout or fork for Hermes-specific runtime-contract drift, command-surface splits, memory/skill/gateway health, and agent architecture risks. Uses the hermescheck Python library (hermescheck.report.v1) for structured reports with severity-ranked findings and code-first fix plans. Use when this capability is needed.
- tomevault-io Bundle Hf Context Mesh
Use when a host project (vendoring HF) wants per-directory hierarchical context (project root / mid-directory / leaf-directory) auto-generated for any AI agent reading the codebase. Generates `AGENTS.md` (OpenCode), `.cursor/rules/*.mdc` (Cursor), or `CLAUDE.md` (Claude Code) skeletons; architect fills in conventions. Not for HF's own `docs/principles/` (untouched); not for spec / design / tasks artifacts (use upstream skills).
Audited
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 jerbouma--financetoolkit--financetoolkit, jinha0907--knowledgeatlas--retrieval-rag, hardware-in-the-loop-test. 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.