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 Viral Generator BuilderExpert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic... Use when this capability is needed.
- tomevault-io Bundle Cloudbase Platform
CloudBase platform overview and routing guide. This skill should be used when users need high-level capability selection, platform concepts, console navigation, or cross-platform best practices before choosing a more specific implementation skill. Use when this capability is needed.
- tomevault-io Bundle Testany Io Testany Agent Skills Guardrails Writer
Guardrails Writer
- tomevault-io Bundle Typescript Inference
TypeScript type inference patterns and techniques Use when this capability is needed.
- tomevault-io Bundle Forking Worktree
Use when user wants to create new autonomy branch with dedicated worktree for parallel agent workflows
- tomevault-io Bundle Numpy Low Level
Advanced sub-skill for NumPy focused on internal memory management, stride manipulation, structured arrays, and interfacing with C/Cython. Covers zero-copy operations and SIMD vectorization principles. Use when this capability is needed.
- tomevault-io Bundle Qiskit Hardware
Advanced sub-skill for Qiskit focused on executing circuits on physical quantum processing units (QPUs). Covers IBM Quantum Runtime, error mitigation techniques (TREX, ZNE), hardware-aware transpilation, and low-level pulse control (OpenPulse). Use when this capability is needed.
- tomevault-io Bundle U9401066 Automl Stat MCP MCP Statistical Analysis
Statistical Analysis Workflow 技能 (進階統計分析流程)
- tomevault-io Bundle Midnight Test Runner
Run and debug Midnight contract tests using Vitest simulators. Use this skill when testing contracts, debugging test failures, or writing new tests. Triggers on "run tests", "test contract", "debug test", "test fails", or "vitest". Use when this capability is needed.
- tomevault-io Bundle Detecting Buffer Overflows
Detects stack and heap buffer overflow vulnerabilities in binary code by identifying unsafe memory operations. Use when analyzing buffer handling, string manipulation functions, or investigating memory corruption vulnerabilities. Use when this capability is needed.
- tomevault-io Bundle Wechat Devtools
微信开发者工具 MCP —— 小程序构建、预览、调试与自动化测试 Use when this capability is needed.
- tomevault-io Bundle File To Base64
Convert files (PDF, images) to Base64 encoding with MIME type detection for API attachments. Use when you need to prepare file attachments for the FreeAgent API or any other API that requires Base64-encoded files. Use when this capability is needed.
- tomevault-io Bundle Project Sync Lint
Project hub synchronizer and validator. Scans the repo (including multiple dev-docs roots), validates project/task metadata against the Project Contract, repairs drift by generating missing task identity meta (.ai-task.yaml) and regenerating derived views, and enforces complete task-feature mapping plus LLM-authored semantic extraction for feature-level governance. Use when this capability is needed.
- tomevault-io Bundle Winbda Claude Skills Collection AI Agent Planning
ai-agent-planning
- tomevault-io Bundle X School Academy Skill Pilot Black Box Supervisor
Black-Box Code Agent Supervisor
- tomevault-io Bundle AI Agent Workflows
Framework for integrating AI coding agents into production workflows with safety through validation hooks. Use when this capability is needed.
- tomevault-io Bundle Claude Agent Ruby
Implement or modify Ruby code using the claude-agent-sdk gem. Covers query() one-shot calls, Client-based interactive sessions, streaming input, all 27 hook events, permission callbacks, SDK MCP servers, structured output, bare mode, full sandbox settings (network + filesystem), all 24 message types (including tool_progress, auth_status, prompt_suggestion, hook lifecycle, compact_boundary, session_state_changed), session browsing/mutations, subagents, file checkpointing, Rails integration, and custom transports. Use this skill whenever the user mentions claude-agent-sdk, Claude Agent Ruby, building AI agents in Ruby, or integrating Claude Code into a Ruby/Rails application. Use when this capability is needed.
- tomevault-io Bundle Yejiming Web3 Awesome Skills X402 Agent API Skill
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- tomevault-io Bundle Agent Entrypoint Design
Use when designing or refactoring AGENTS.md, CLAUDE.md, GEMINI.md, Cursor rules, GitHub instructions, source-of-truth navigation, or agent onboarding entrypoints.
- tomevault-io Bundle Grepai Search Advanced
Advanced search options in GrepAI. Use this skill for JSON output, compact mode, and AI agent integration. Use when this capability is needed.
- tomevault-io Bundle Git Jira Integration
Integration between Git workflows and Jira issues. Generates branch names from issues, validates commit messages, and provides PR context from Jira specifications. Use when this capability is needed.
- tomevault-io Bundle Ydc AI Sdk Integration
Integrate Vercel AI SDK applications with You.com tools (web Use when this capability is needed.
- tomevault-io Bundle Yusufcmg Agent Memory Systems Django Verification
Django Verification Loop
- tomevault-io Bundle Create Game Report
Guide for AI agent to create game report of a selected NBA game. Use when this capability is needed.
- tomevault-io Bundle Team Management
Create, configure, and manage agent teams including spawning teammates, delegate mode, permissions, shutdown, and cleanup. Use when setting up a new team, spawning workers, configuring team modes, or shutting down a completed team. Use when this capability is needed.
- tomevault-io Bundle Dispatch Watcher Claude
Claude Code adapter for the shared agent-presence protocol (for Codex CLI use `.agent/skills/dispatch-watcher/SKILL.md`, for Gemini CLI use `.agent/skills/dispatch-watcher-gemini/SKILL.md`). Use on Claude session start to run pre-flight, claim Slack-dispatched issues (@claude
- tomevault-io Bundle Dispatch Watcher Gemini
Gemini CLI adapter for the shared agent-presence protocol (for Claude Code use `.agent/skills/dispatch-watcher-claude/SKILL.md`, for Codex CLI use `.agent/skills/dispatch-watcher/SKILL.md`). Use on Gemini session start to run pre-flight, claim Slack-dispatched issues (@gemini
- tomevault-io Bundle Platform Notification System Design Spec
Design specification for a unified notification system. Currently, notifications are fragmented across Toast, Messages, and Polling. Use when this capability is needed.
- tomevault-io Bundle Sddcode Mapping
Provides templates and analysis guidance for mapping codebases into specialized documentation. Used by the sdd:code-mapper agent to generate 8 focused codebase documents.
- tomevault-io Bundle Incremental Implementation
Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of code at once, or when a task feels too big to land in one step. Use when this capability is needed.
- tomevault-io Bundle Aoe
Manage AI coding agent sessions via Agent of Empires (aoe) Use when this capability is needed.
- tomevault-io Bundle Agently Fastapi Service
FastAPI service wrappers for Agently Agent + TriggerFlow (POST, SSE, WebSocket). Use when this capability is needed.
- tomevault-io Bundle Devcontainer Setup Agent
Devcontainer Setup Agent
- tomevault-io Bundle Mahidalhan Claude Hacks XML Context Engineering
Transform unstructured prompt content into XML-tagged context that maximizes LLM comprehension. The user provides raw instructions, data, or prompt content needing structure.
- tomevault-io Bundle Validate E2e
Validates features end-to-end using Playwright MCP to navigate the UI and verify feature behavior. Use this skill to confirm that implemented features work correctly in the running application from a user's perspective. Supports feature-aware happy-path validation tailored to the specific feature requirements.
- tomevault-io Bundle Spring Boot Testing
Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ. 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 viral-generator-builder, cloudbase-platform, testany-io--testany-agent-skills--guardrails-writer. 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.