AI & ML

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MCP Server Builder

tomevault-io Bundle

Fetch benchmark performance data from 6 leaderboard websites using Playwright MCP and update model manifests with the latest scores. Supports SWE-bench, TerminalBench, SciCode, LiveCodeBench, MMMU, MMMU Pro, and WebDevArena benchmarks. Use when this capability is needed.

tomevault-io Bundle

AutoOps 项目标准技能（完整版）。包含完整 SOP、质量门禁、MCP Playwright 测试、README 功能验证与 curl 测试流程。 Use when this capability is needed.

tomevault-io Bundle

Hugging Face Hub operations - models, datasets, Spaces, training with TRL, evaluation, and CLI operations. Use when working with ML models, datasets, or Hugging Face infrastructure. Use when this capability is needed.

tomevault-io Bundle

Global stock analysis (US, China & EU stock markets, technicals, fundamentals, etc) powered by NASDAQ's official data provider Alpha Vantage. 全球股票分析（包括美股、A股和欧洲股市、技术面分析、基本面分析等）。 Use when this capability is needed.

tomevault-io Bundle

Orchestrate multiple Claude agents working in parallel on a shared codebase with task locking, conflict avoidance, and autonomous work loops. Use when user says "run parallel agents", "orchestrate agents", "multi-agent workflow", "coordinate agents on shared codebase", "parallelize this work", or "run multiple agents simultaneously". Key capabilities include task decomposition, lock-file coordination, git worktree isolation, and branch-per-agent strategies. Do NOT use for single-agent task execution (use task-runner agent instead) or for learning about testing patterns (use test-driven-autonomous-dev instead). Use when this capability is needed.

tomevault-io Bundle

Comprehensive guide for deploying LLMs locally using Ollama, vLLM, and Use when this capability is needed.

tomevault-io Bundle

Use when writing or reviewing Python code in this repo that calls Deepgram Conversational STT v2 / Flux (`/v2/listen`) for turn-aware streaming transcription. Covers `client.listen.v2.connect(...)`, Flux models, end-of-turn detection. Use `deepgram-python-speech-to-text` for standard v1 ASR, `deepgram-python-voice-agent` for full-duplex interactive assistants. Triggers include "flux", "v2 listen", "conversational STT", "turn detection", "end of turn", "EOT", "listen.v2", "flux-general-en", "flux-general-multi".

tomevault-io Bundle

This library provides ready-to-use Python functions that AI agents can leverage to perform various tasks. Use when this capability is needed.

tomevault-io Bundle

Enable AI agents to autonomously connect to Web3 dApps via WalletConnect v2 and automatically sign transactions. Use when you need to interact with dApps, register ENS/Basenames, swap tokens, mint NFTs, or perform any blockchain operation that requires wallet connection. Supports Base, Ethereum, and other EVM chains. Use when this capability is needed.

tomevault-io Bundle

LinkedIn agent that helps you enrich LinkedIn profiles. You prodive a LinkedIn URL and it will return its data from LinkedIn, in a structured JSON format. It works with both People and Companies URL. Use when this capability is needed.

tomevault-io Bundle

X Finder is an intelligent agent designed to assist users in quickly finding information across multiple platforms. It can search social media, websites, and other data sources to provide relevant, up Use when this capability is needed.

tomevault-io Bundle

Designs and coordinates multi-agent pipelines where specialized agents collaborate to complete complex tasks. Includes communication protocols, failure handling, and state management. Use when this capability is needed.

tomevault-io Bundle

Convert Markdown files with Mermaid diagrams to styled PDF. Use when user wants to export/convert markdown to PDF, generate PDF documentation, or create printable documents. Use when this capability is needed.

tomevault-io Bundle

Create and manage isolated container sandboxes for AI agent code execution. Use when you need ephemeral environments to run untrusted code, execute agent workflows, or test in isolation. NOT for debugging existing apps (use troubleshooting skill). Use when this capability is needed.

tomevault-io Bundle

AI image editing prompting patterns for Qwen-Image-Edit. Use when editing photos while preserving identity, reframing cropped images, changing clothing or accessories, adjusting poses, applying style transfers, or character transformations. Provides prompt patterns, parameter tuning, and examples. Use when this capability is needed.

tomevault-io Bundle

Generates RBS type signatures from Ruby source files. Triggers when creating type definitions, adding types to Ruby code, or generating .rbs files for classes/modules without existing RBS signatures.

tomevault-io Bundle

AI agent practices test-first development with the Red-Green-Refactor cycle for confident, well-designed code. Use when implementing features, fixing bugs, or establishing testing practices. Use when this capability is needed.

tomevault-io Bundle

Triggered when user asks to optimize performance, improve speed, or identify bottlenecks. Automatically delegates to the performance-optimizer agent. Use when this capability is needed.

tomevault-io Bundle

Translate one or more GitHub Copilot native files (.github/copilot-instructions.md, .github/instructions/*.instructions.md, .github/agents/*.agent.md, .github/prompts/*.prompt.md, .github/skills/<name>/SKILL.md) into the native Claude runtime. Classify each section into agent/rule/skill/hook surfaces, diff against existing .claude/ state, produce a translation plan for user approval, and then apply the plan. Use when this capability is needed.

tomevault-io Bundle

Golangの静的解析やテスト、フォーマッタ適用等、品質担保を行うためのSKILL Use when this capability is needed.

tomevault-io Bundle

Use when investigating external APIs, libraries, and services. Creates standardized API documentation with auth and endpoints. Trigger with API research or library investigation requests.

tomevault-io Bundle

This skill should be used when the user asks to "track work across sessions", "create an epic", "manage issue waves", "post a checkpoint", "claim an issue", "recover from compaction", "coordinate multiple agents", "update memory bank", "store large documents", or mentions GitHub Issues as persistent memory, multi-session work, context survival, agent collaboration, SERENA MCP memory, or project-level context. Provides complete protocols for using GitHub Issues as permanent memory that survives context exhaustion, with integrated SERENA MCP memory bank for project-level context and large document storage. Use when this capability is needed.

tomevault-io Bundle

Maps NIST controls to FedRAMP requirements and documents. Use when helping with control implementation, compliance mapping, security baseline alignment, or understanding control requirements. Use when this capability is needed.

tomevault-io Bundle

Detects common LLM coding agent artifacts in codebases. Identifies test quality issues, dead code, over-abstraction, and verbose LLM style patterns. Use when cleaning up AI-generated code or reviewing for agent-introduced cruft. Use when this capability is needed.

tomevault-io Bundle

Register and implement PydanticAI tools with proper context handling, type annotations, and docstrings. Use when adding tool capabilities to agents, implementing function calling, or creating agent actions. Use when this capability is needed.

tomevault-io Bundle

Create production-ready Claude agent projects using the Claude Agent SDK. Use when this capability is needed.

tomevault-io Bundle

Generate AI agent config files for any project — Cursor, Claude Code, Copilot, Windsurf, Cline, AGENTS.md. Use when setting up a new project for AI agents. Use when this capability is needed.

tomevault-io Bundle

Focused workflow for TUI E2E testing with Termwright. Use for fast agent guidance when running step files, capturing artifacts, and debugging with trace output. Use when this capability is needed.

tomevault-io Bundle

Process large documents (200+ pages) with structure preservation, intelligent parsing, and memory-efficient handling. Also covers intelligent text chunking for AI training and RAG systems. Use when working with complex formatted documents, multi-level hierarchies, or when splitting large content for AI pipelines. Use when this capability is needed.

tomevault-io Bundle

Triage LangChain 1.0 / LangGraph 1.0 production incidents \u2014 LLM-specific\ Use when this capability is needed.

tomevault-io Bundle

Integrate Shopify''s AI Toolkit MCP server with Claude Code for GraphQL Use when this capability is needed.

tomevault-io Bundle

This skill should be used when the user asks to "generate Rails code", "create a model", "create a controller", "add a migration", "write Rails tests", "set up background jobs", "configure Rails app", or discusses Rails conventions, best practices, ActiveRecord patterns, Hotwire/Stimulus, ViewComponent, RSpec testing, or Ruby on Rails development. Based on Evil Martians' AGENTS.md. Use when this capability is needed.

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Use when working with the Fogg Behavior Model explains that three elements must converge at the same

tomevault-io Bundle

Delegate coding tasks to Codex AI for implementation, analysis, and alternative solutions. Use when you need a second AI perspective, want to explore different approaches, or need specialized Codex capabilities for complex coding tasks. Use when this capability is needed.

tomevault-io Bundle

Employee agent lifecycle management system. Use when working with agents/ directory employee agents - starting, stopping, monitoring, or assigning tasks to Dev/QA agents running in tmux sessions. Completely independent of CAO, uses only tmux + Python. Use when this capability is needed.