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 Token Cost TrackingTrack token usage and costs across agents for budget management Use when this capability is needed.
- tomevault-io Bundle Noewangjy Wechat Agent Skills Wechat Claude Code Agent Bridg
微信 ↔ Claude Code CLI 桥接
- tomevault-io Bundle Comprehensive Issue Analyzer
Fetches ALL open issues from any GitHub repository using pagination and generates a comprehensive analysis including category breakdown, age distribution, stale issues (30+ days), top discussed issues, prioritization, and detailed recommendations for triage. Handles large repositories (5000+ issues) efficiently. Use when this capability is needed.
- tomevault-io Bundle Langcare Langcare MCP Fhir Preventive Care Compliance Report
Preventive Care Compliance Report
- tomevault-io Bundle Hook Event Architecture
Design hook-based event systems for ADW observability. Use when implementing real-time event broadcasting, creating hook pipelines, or building agent activity monitoring. Use when this capability is needed.
- tomevault-io Bundle Modbender Skill Library MCP Ydc Claude Agent Sdk Integration
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- tomevault-io Bundle Tool Call Tracking
Instrument agent tool executions with proper context and error handling Use when this capability is needed.
- tomevault-io Bundle Discord Create Channel
Create new channels in Discord guilds/servers via the Discord API. Use this skill when the user wants to create text channels, voice channels, announcement channels, or categories in a Discord server. Use when this capability is needed.
- tomevault-io Bundle Discord Manage Channel
Manage and update Discord channels via the Discord API. Use this skill when the user wants to modify channel properties, update names/topics, change permissions, or delete channels. Use when this capability is needed.
- tomevault-io Bundle Nicobailon Pi Prompt Template Model Pi Prompt Template Model
Prompt Template Authoring
- tomevault-io Bundle MCP Code Execution Results Comparison Analyzer
Analyzes experimental results comparing code-execution vs direct-MCP approaches for any task. Extracts performance metrics, execution logs, and workspace outputs from zip archives to generate detailed comparison reports. Use when you have a results zip file and need to compare code-execution vs direct-MCP performance, cost, and output quality for any task.
- tomevault-io Bundle AI Agent Runtime Architecture
Use when designing the runtime that hosts agentic LLM features in a multi-tenant SaaS — the agent loop as a control-plane service, formal state machine (PERCEIVE → PLAN → ACT → OBSERVE), retries, idempotency, max-step caps, deterministic resumability, and the "agent vs workflow vs cron" decision. Distinct from `ai-agents-tools` (agent fundamentals) and `ai-on-saas-architecture` (overall AI architecture).
- tomevault-io Bundle Ruaan Deysel Unraid Management Agent Unraid Management Agent
Unraid Management Agent
- tomevault-io Bundle Agent Collective Intelligence Coordinator
Agent skill for collective-intelligence-coordinator - invoke with $agent-collective-intelligence-coordinator Use when this capability is needed.
- tomevault-io Bundle Harness Engineering Audit
Audit a repository for OpenAI-style harness engineering and Codex/OMX readiness. Use when reviewing AGENTS.md, Codex config, OMX workflows, MCP, hooks, rules, skills, subagents, docs authority, validation commands, repo legibility, generated artifact policy, or production readiness for AI-driven development. Use when this capability is needed.
- tomevault-io Bundle Advanced Memory Skill Creator
Use when planning, scaffolding, validating, or packaging Claude skills inside Advanced Memory MCP.
- tomevault-io Bundle Classical Japanese Literature Guide
Expert in classical Japanese literature from Heian period to Edo period including 古文 grammar and literary analysis Use when this capability is needed.
- tomevault-io Bundle Differential Equations Solver
Expert in ODEs and PDEs covering solution methods, qualitative analysis, and applications to physics and engineering Use when this capability is needed.
- tomevault-io Bundle Linguistic Anthropology Guide
Expert in language and culture relationships, sociolinguistics, and language variation across communities Use when this capability is needed.
- tomevault-io Bundle Photography Composition Guide
Photography expert for composition, lighting, camera settings, and post-processing techniques Use when this capability is needed.
- tomevault-io Bundle Sriramvrinda Oss Oci DB Management MCP Server Oci Dbm Server
OCI DB Management — Start the MCP Server
- tomevault-io Bundle Standardbeagle Standardbeagle Tools Slop MCP Migration Guide
MCP to slop-mcp Migration Guide
- tomevault-io Bundle Bio Machine Learning Prediction Explanation
Explains machine learning predictions on omics data using SHAP values and LIME for feature attribution. Identifies which genes or features drive classifier decisions. Use when interpreting biomarker classifiers or understanding model predictions. Use when this capability is needed.
- tomevault-io Bundle Webauthn Spec Mapper
Use when WebAuthn core/model validation logic changes and a standards trace update is needed.
- tomevault-io Bundle Running Skills Edd Cycle
Guides evaluation-driven development (EDD) process for agent skills. Use when setting up skill testing workflows, creating skill evaluation scenarios, or establishing Claude A/B feedback loops for skill validation. Provides development methodology, not content guidance. Use when this capability is needed.
Audited - tomevault-io Bundle API Testing Observability API Mock
You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development. Use when this capability is needed.
- tomevault-io Bundle Error Debugging Multi Agent Review
Use when working with error debugging multi agent review
- tomevault-io Bundle Python Development Python Scaffold
You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint Use when this capability is needed.
- tomevault-io Bundle Toru Oizumi Claude Harness Engineering Pr Review Multi Model
Multi-Model PR Review (3 Amigos)
- tomevault-io Bundle Dev Swarm Install AI Code Agent
Install AI code agent CLI tools including claude-code, gemini-cli, codex, and github copilot-cli. Use when setting up AI coding assistants or when the user asks to install an AI code agent. Use when this capability is needed.
- tomevault-io Bundle Xellos1010 Sdlc Visual Workflow Workspace Agent Team Builder
Agent Team Builder
- tomevault-io Bundle Regex Vs LLM Structured Text
选择在解析结构化文本时使用正则表达式还是大型语言模型的决策框架——从正则表达式开始，仅在低置信度的边缘情况下添加大型语言模型。 Use when this capability is needed.
- tomevault-io Bundle Hygon Hip Baseline Generator
Generate a Hygon DCU HIP/C++ baseline kernel and correctness harness from a Torch, Triton, TileLang, Python, or CUDA/C++ reference plus shape JSON, including evidence-backed CUDA-to-HIP/DCU conversion, then hand the validated baseline to the Hygon HIP kernel optimizer. Use when the user has no initial HIP/C++ kernel, asks to start from a ref implementation, provides only ref.py and shape/dims, needs CUDA source ported to HIP/DCU, or wants automatic baseline generation before iterative DCU optimization. Use when this capability is needed.
- tomevault-io Bundle AI Transfer Curve
Transfer BondingCurve tokens via paymaster. Use when the user asks to transfer curve tokens. Use when this capability is needed.
- tomevault-io Bundle Agent Orchestration Skill
EXPLICIT ONLY. Use only when prompt contains `$agent-orchestration-skill`; root-only token-aware subagent orchestration with control-room events. Use when this capability is needed.
- tomevault-io Bundle Aider AI Pair Programming CLI Agent
Aider is an open-source AI pair programming tool that runs in your terminal, letting you collaborate with LLMs to edit code across your entire codebase. With 42k+ GitHub stars and 15 billion tokens processed weekly, it features deep git integration, repo-wide code mapping, and support for 100+ programming languages. Use when this capability is needed.
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 token-cost-tracking, noewangjy--wechat-agent-skills--wechat-claude-code-agent-bridge, comprehensive-issue-analyzer. 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.