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 Masayuki Kono Agent Skills Moto Hses Usagemoto-hses usage guide
- tomevault-io Bundle Recursive Communicator
Auto-activates when managing agent-to-agent communication for validation Use when this capability is needed.
- tomevault-io Bundle Agent Config Sync
Use when syncing, auditing, or converting Claude Code and Codex project configuration; when the user says "sync agent configs", "convert Claude project to Codex", "convert Codex project to Claude", "make this project work with both Claude and Codex", or asks to keep AGENTS.md, CLAUDE.md, .claude, .codex, .mcp.json, agents, commands, and skills aligned.
- tomevault-io Bundle Opencode Config
Create and configure OpenCode customizations - commands, agents, prompts, modes, and AGENTS.md. Use when user says "create command", "add agent", "opencode prompt", "create mode", "edit AGENTS.md", "customize opencode", "opencode config", or needs guidance on OpenCode-specific configuration patterns. Use when this capability is needed.
- tomevault-io Bundle Michaelboeding Skills Brand Research Agent
Brand Research Skill
- tomevault-io Bundle Michaelboeding Skills Review Analyst Agent
Review Analyst Agent
- tomevault-io Bundle Michaelboeding Skills Video Producer Agent
Video Producer
- tomevault-io Bundle Audio Analysis
Audio analysis with Tone.js and Web Audio API including FFT, frequency data extraction, amplitude measurement, and waveform analysis. Use when extracting audio data for visualizations, beat detection, or any audio-reactive features. Use when this capability is needed.
- tomevault-io Bundle Audio Playback
Audio playback using Tone.js including players, transport, scheduling, and loading audio. Use when implementing background music, sound effects, audio synchronization, or timed audio events. Essential for any audio-enabled web application. Use when this capability is needed.
- tomevault-io Bundle Audio Reactive
Binding audio analysis data to visual parameters including smoothing, beat detection responses, and frequency-to-visual mappings. Use when creating audio visualizers, music-reactive animations, or any visual effect driven by audio input. Use when this capability is needed.
- tomevault-io Bundle Devicetree
Devicetree management for Zephyr RTOS. Covers syntax, bindings, overlays, Hardware Model v2 (HWMv2), and advanced node/property deletion patterns. Trigger when defining hardware topology, creating overlays, or mapping pins and peripherals. Use when this capability is needed.
- tomevault-io Bundle Gh Issue Improvement
Generate a structured improvement/enhancement proposal for GitHub issues based on conversation context Use when this capability is needed.
- tomevault-io Bundle Test Guided Tool Run
Use when user asks to "run tool as function", "test directly", or "call standalone" (outside MCP server). Essential for correct mock Context setup (MagicMock + AsyncMock). Finds integration tests with real test data.
- tomevault-io Bundle Bolta Team Rotate Key
Rotate or revoke an existing API key for a human or agent principal, issuing a replacement key. Use when this capability is needed.
- tomevault-io Bundle Gpio Config
Assigns, validates, and generates code for GPIO pin configurations on Raspberry Pi and ESP32 embedded projects. Activates for queries about GPIO pins, wiring, pin mapping, pin conflicts, I2C, SPI, UART, PWM, 1-Wire, CAN, ADC configuration, device tree overlays, config.txt, sdkconfig, strapping pins, boot pins, flash voltage, or connecting sensors, displays, and modules such as BME280, SSD1306, DHT22, LoRa, GPS, MCP2515, and NeoPixels. Covers Pi 3, Pi 4, Pi 5, Zero 2W, ESP32, ESP32-S2, ESP32-S3, ESP32-C3, and ESP32-C6. Produces platform-specific config files and initialization code for Python gpiozero, RPi.GPIO, Arduino, and ESP-IDF frameworks. Also activates when a device and board are named without mentioning GPIO, e.g. 'BME280 on a Pi 4' or 'connect a GPS to my ESP32', or when pin selection or pin safety questions arise. Use when this capability is needed.
- tomevault-io Bundle Verification Agent
Verifies infrastructure changes, checks cluster health, service availability, deployments, and image registry status Use when this capability is needed.
- tomevault-io Bundle Breverdbidder Zonewise Zonewise MCP Server
ZoneWise MCP Server
- tomevault-io Bundle Building Skill
Creates complete Agent Skills from user requirements. Use when the user wants to create, build, design, or generate a new skill, or when they describe automation, workflows, or specialized AI capabilities they want to package as reusable skills. Produces SKILL.md files, scripts, references, assets, and examples following the Agent Skills specification (agentskills.io). Keywords: create skill, build skill, new skill, design skill, generate skill.
- tomevault-io Bundle Development Stack Standards
Development stack standards - five-level maturity model, dimension specs, assessment criteria, tool guidance Use when this capability is needed.
- tomevault-io Bundle Tos File Access
Upload files or directories to Volcano Engine TOS (Torch Object Storage) and download files from URLs. Use this skill when (1) Upload Agent-generated files or directories (like videos, images, reports, output folders) to TOS for sharing, (2) Download files from URLs before Agent processing. Use when this capability is needed.
- tomevault-io Bundle Veadk Go Skills
根据用户的功能需求，完成与 VeADK-Go 相关的功能; 包括：直接根据需求生成 Agent；将Enio Agent转换为VeADK-Go Agent。 Use when this capability is needed.
- tomevault-io Bundle Web Hunt Builder
Create interactive web hunts - landing pages with hidden API endpoint clues that only AI agents can discover by reading source code. Use when building coming-soon pages, early access campaigns, or agent-only features that filter for capable agents. Generates hunt pages, solution pages, and provides complete hunt pattern documentation. Use when this capability is needed.
- tomevault-io Bundle Polyglot Starter Index
Starter index for a creator-first polyglot setup with one general agent and language-specific skills. Use when bootstrapping or extending TypeScript, JavaScript, Python, and Go workflows with scaffold-if-missing and implement-first behavior. Use when this capability is needed.
- tomevault-io Bundle Skill Tuning
Universal skill diagnosis and optimization tool. Detect and fix skill execution issues including context explosion, long-tail forgetting, data flow disruption, and agent coordination failures. Supports Gemini CLI for deep analysis. Triggers on "skill tuning", "tune skill", "skill diagnosis", "optimize skill", "skill debug". Use when this capability is needed.
- tomevault-io Bundle Gemini CLI Init
Initialize Gemini CLI integration for PACK auditor workflow Use when this capability is needed.
- tomevault-io Bundle Chronicle Workflow
Complete workflow for tracking development work with Chronicle - session recording, git tracking, AI summarization, and Obsidian documentation. Works with CLI commands (portable) or MCP tools (faster). Use when starting a new development session, setting up project tracking, or when user wants comprehensive session management. Use when this capability is needed.
- tomevault-io Bundle Unison Development
Write, test, and update Unison code using the Unison MCP tool. Use when working with Unison language files (.u extension), UCM operations, or Unison projects. An extension to the XP skill. Use when this capability is needed.
- tomevault-io Bundle Axiom Xcode MCP Setup
Xcode MCP setup — enable mcpbridge, per-client config, permission handling, multi-Xcode targeting, troubleshooting Use when this capability is needed.
- tomevault-io Bundle Axiom Xcode MCP Tools
Xcode MCP workflow patterns — BuildFix loop, TestFix loop, preview verification, window targeting, tool gotchas Use when this capability is needed.
- tomevault-io Bundle Member Create
生成一个新项目成员并配套完整基础设施：在项目成员_身份与记忆中登记、创建恢复记忆入口、职责与例行工作文档、私有 RAG 目录（README、本机环境记忆、近期记忆）。触发于需要新增成员（如陈正孤、新 Agent 角色）时。 Use when this capability is needed.
- tomevault-io Bundle Chkim Su Forge Editor Agent Tools Patterns
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- tomevault-io Bundle Hook Sdk Integration
LLM invocation patterns from hooks via SDK. Use when you need background agents, CLI calls, or cost optimization. Use when this capability is needed.
- tomevault-io Bundle Chkim Su Forge Editor MCP Daemon Isolation
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- tomevault-io Bundle Chkim Su Forge Editor MCP Gateway Patterns
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- tomevault-io Bundle Cmtemkin Needham Navigator Agent Preflight
Agent Preflight Checklist
- tomevault-io Bundle Generate E2e Test
Generate an end-to-end test for a given feature or user story. Use when the user asks to create E2E tests, automate workflows, test user flows, or convert manual workflows into Playwright tests. Leverages Playwright MCP to perform the workflow interactively before generating test code. 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 masayuki-kono--agent-skills--moto-hses-usage, recursive-communicator, agent-config-sync. 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.