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 Handoff ProtocolUse when transitioning work between agents during multi-agent execution.
- tomevault-io Bundle Smart Session Start
Intelligent session initialization combining Goldfish memory recall, Julie workspace re-indexing, and Sherpa workflow suggestion. MANDATORY at session start - automatically restores context, suggests next steps, and resumes work seamlessly. Activates at the beginning of every coding session. Use when this capability is needed.
- tomevault-io Bundle Antharmaya Agent Linux Control Agent Linux Control
Agent Linux Control
- tomevault-io Bundle Artwist Polyakov Polyakov Claude Skills Agent Deck
Agent Deck CLI
- tomevault-io Bundle Futuristic Effects Agent
Apply advanced glassmorphism, neon glows, quantum gradients, and consciousness animations using Genesis Ontological mixins. Implement futuristic visual effects while maintaining semantic purity. Use when enhancing visual aesthetics, creating immersive experiences, or implementing advanced UI effects from v2.0+ enhancements. Use when this capability is needed.
- tomevault-io Bundle Chat Selfie
Give your AI Agent a face and a heart. Use AI image generation or mood-mapped local sticker assets to let the agent proactively send emotional selfies that visualize its feelings during conversation. Use when this capability is needed.
- tomevault-io Bundle Spicedb Best Practices
Use when implementing SpiceDB client calls, choosing a consistency model,
- tomevault-io Bundle Web Test Wallet Sign
Handle MetaMask signature and transaction popups during Web3 DApp testing - approve signatures, send transactions, call contracts. Detects popup type and handles gas errors. Use when this capability is needed.
- tomevault-io Bundle Avdlee Core Data Agent Skill Core Data Agent Skill
Core Data Expert
- tomevault-io Bundle Copilot Flow
AI collaboration workflow plugin - Implements automated collaborative development process between Claude and Copilot through structured 5-stage workflow Use when this capability is needed.
- tomevault-io Bundle Humanitys Last Prompt Engineer
This skill should be used when the user asks to "write a prompt", "improve my prompt", "fix this prompt", "optimize a prompt", "learn prompting techniques", "get prompt templates", or mentions prompt engineering, prompt quality, or prompt rewriting. Applies 11 foundational techniques from Forward Future's guide. Use when this capability is needed.
- tomevault-io Bundle Spaceship Domains
Manages domains via the Spaceship registrar API — registers domains, configures DNS records, manages contacts and WHOIS privacy, transfers domains, sets up nameservers, and sells domains on SellerHub. Use when asked to "manage domains", "register a domain", "configure DNS", "add DNS records", "set up nameservers", "check domain availability", "transfer a domain", "sell a domain", "set up email DNS", "manage WHOIS privacy", or any Spaceship domain registrar operation. Requires the Spaceship MCP server to be configured.
- tomevault-io Bundle Case Studies Reference
Game building mechanics case studies and decision frameworks. Use when designing building systems, evaluating trade-offs, or learning from existing games. Reference-only skill with detailed analysis of Fortnite, Rust, Valheim, Minecraft, No Man's Sky, and Satisfactory building systems. Use when this capability is needed.
- tomevault-io Bundle Product Self Knowledge
Authoritative reference for Anthropic products. Use when users ask about product capabilities, access, installation, pricing, limits, or features. Provides source-backed answers to prevent hallucinations about Claude.ai, Claude Code, and Claude API. Use when this capability is needed.
- tomevault-io Bundle Beel Collab Presets Dev Readme Blueprint Generator
README Generator Prompt
- tomevault-io Bundle First Order Model Fitting
Fit first-order dynamic models to experimental step response data and extract K (gain) and tau (time constant) parameters. Use when this capability is needed.
- tomevault-io Bundle Zephyr Foundations
Foundational skills for Zephyr RTOS development. Covers essential Embedded C patterns (BIT, CONTAINER_OF), real-time concurrency primitives (mutexes, semaphores, spinlocks), hardware literacy (datasheet-to-DTS mapping), and defensive programming. Trigger when writing core application logic, drivers, or troubleshooting foundational behavior. Use when this capability is needed.
- tomevault-io Bundle Octocode Documentation Writer
This skill should be used when the user asks to "generate documentation", "document this project", "create docs", "write documentation", "update documentation", "document all APIs", "generate onboarding docs", "create developer docs", or needs comprehensive codebase documentation. Orchestrates parallel AI agents to analyze code and produce documentation files. Use when this capability is needed.
- tomevault-io Bundle Create Skill Copilot
Create new Agent Skills for this project. Use when asked to create a skill, document a workflow, or teach Copilot a new capability. Skills are stored in .github/skills/ and can include instructions, scripts, examples, and resources. Use when this capability is needed.
- tomevault-io Bundle Registry Helper
MCP registry package lookup and version resolution. Use when looking up packages, resolving versions, checking dependencies, querying the registry API, or getting package metadata. Use when this capability is needed.
- tomevault-io Bundle Brendadeeznuts1111 Tier 1380 Omega Openai Apps MCP
Building OpenAI Apps with Stateless MCP Servers
- tomevault-io Bundle Testing Prompt Changes
Tests prompt and skill changes using Hypothesis-Implement-Grade-Rework cycles. Use when modifying newsletter prompts, skills, or agent instructions. Compares output against benchmark known-good intermediates. Keywords: test prompt, HIGR testing, prompt validation, benchmark testing.
- tomevault-io Bundle Brainstorm With File
Interactive brainstorming with documented thought evolution, multi-perspective analysis, and iterative refinement. Serial execution with no agent delegation. Use when this capability is needed.
- tomevault-io Bundle Notion Local Ops Operator
Use when working inside notion-local-ops-mcp on macOS startup, launchd keepalive, rolling reload, cloudflared tunnel status, or /mcp connection failures from Notion.
- tomevault-io Bundle Cboone Agent Harness Plugins Clean Up Agent Config
Agent Config Cleanup
- tomevault-io Bundle Airflow Patterns
Apache Airflow workflow patterns for DAG design, operators, and production orchestration. Use when this capability is needed.
- tomevault-io Bundle Charl Kruger Charl Building AI Agent On Cloudflare
Building Cloudflare Agents
- tomevault-io Bundle Paw Code Research
Code research activity skill for PAW workflow. Documents implementation details with file:line references, discovers documentation infrastructure, and creates CodeResearch.md artifact. Use when this capability is needed.
- tomevault-io Bundle Paw Docs Guidance
Documentation conventions for PAW implementation workflow. Provides Docs.md template structure, include/exclude guidelines, and project documentation update patterns. Use when this capability is needed.
- tomevault-io Bundle Paw Review Critic
Critically assesses generated review comments for usefulness, accuracy, and appropriateness, adding assessment sections. Use when this capability is needed.
- tomevault-io Bundle Paw Review Github
Posts finalized review comments to GitHub as a pending review after critique iteration is complete. Use when this capability is needed.
- tomevault-io Bundle Paw Spec Research
Spec research activity skill for PAW workflow. Answers factual questions about existing system behavior to inform specification writing. Use when this capability is needed.
- tomevault-io Bundle Prompt Annotation
Annotates agent prompts with structural XML tags for comprehension, gap detection, and skill extraction. Use when analyzing agent prompt structure, comparing agents across projects, or identifying reusable vs workflow-bound content in prompts. Use when this capability is needed.
- tomevault-io Bundle Orchestrator Control Skill
Master orchestrator control for PR lifecycle management with multi-agent coordination Use when this capability is needed.
- tomevault-io Bundle Spec Review Multi
Real multi-model parallel spec review using external AI CLIs (Codex, Gemini, Cursor) plus in-session Claude Use when this capability is needed.
- tomevault-io Bundle Create Tool
Generate custom tool boilerplate with @tool decorator for Claude Agent SDK. Use when adding new tools to custom agents. 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 handoff-protocol, smart-session-start, antharmaya--agent-linux-control--agent-linux-control. 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.