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 Qdrant MemoryIntelligent token optimization through Qdrant-powered semantic caching and long-term memory. Use for (1) Semantic Cache - avoid LLM calls entirely for semantically similar queries with 100% token savings, (2) Long-Term Memory - retrieve only relevant context chunks instead of full conversation history with 80-95% context reduction, (3) Hybrid Search - combine vector similarity with keyword filtering for technical queries, (4) Memory Management - store and retrieve conversation memories, decisions, and code patterns with metadata filtering. Triggers when needing to cache responses, remember past interactions, optimize context windows, or implement RAG patterns. Use when this capability is needed.
- tomevault-io Bundle Skill Seekers
-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes. Use when this capability is needed.
- tomevault-io Bundle Termix Official Cryptoclaw Coding Agent
Coding Agent (bash-first)
- tomevault-io Bundle Testacode LLM Toolkit Blender Architect
Blender Architect
- tomevault-io Bundle Investor Profiler
Entrevista estructurada para determinar perfil de inversor y recomendar asset allocation. Evalua situacion financiera, horizonte temporal, tolerancia al riesgo, experiencia y objetivos. Genera documento con perfil y recomendaciones personalizadas. Este skill se activa cuando el usuario dice "perfil inversor", "en que invertir", "asset allocation", "que inversiones me convienen", "como empezar a invertir", o quiere evaluar su perfil de riesgo. Use when this capability is needed.
- tomevault-io Bundle Rebootixhub
Use the RebootixHub CLI to search, install, update, and publish agent skills from rebootixhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed rebootixhub CLI. Use when this capability is needed.
- tomevault-io Bundle Review Googledoc
Review a Google Doc in Chrome and add anchored comments using MCP browser automation. Can review an already-open doc OR open a doc by name from Google Drive. Use when the user wants to review, comment on, or get feedback on a Google Doc - for any review type including spelling, grammar, factual accuracy, clarity, structure, potential edits, rhetorical effectiveness, or custom criteria. If no specific criteria given, reviews for ALL types. Use when this capability is needed.
- tomevault-io Bundle Agent Context Generator
Generate project-level AGENTS.md guides that capture conventions, workflows, and required follow-up tasks. Use when a repository needs clear agent onboarding covering structure, tooling, testing, task flow, README expectations, and conventional commit summaries. Use when this capability is needed.
- tomevault-io Bundle AI Agent Collaboration Exec
Auto-trigger when the user asks to design or run an AI collaboration process where the parent agent is the sole user interface and execution is delegated to subagents (Executor/Reviewer/Verifier). Use when this capability is needed.
- tomevault-io Bundle Tlaplus From Source
Generate a high-level TLA+ model from source code (C, C++, Rust, etc.). Analyzes code to understand its purpose, creates abstractions, writes TLA+ specification, and proposes invariants and properties. Use when the user wants to model source code in TLA+, create a formal specification from implementation, or verify concurrent/distributed algorithms. Use when this capability is needed.
- tomevault-io Bundle Tomatio13 Temple Of Skills Agent Memory
Agent Memory
- tomevault-io Bundle Adversarial Test
Post-build adversarial review — a fresh agent stress-tests recent changes for bugs, regressions, conflicts, and missed edge cases. Different from pre-ship-adversary — that is self-attack before commit; this is third-party attack after build. Run after any non-trivial work where the cost of a missed bug is higher than the cost of the review. Use when this capability is needed.
- tomevault-io Bundle Morning Brief
Produce the daily operator briefing email from pulse.json + memory + recent events. Runs after scripts/daily_pulse.py. Replaces the legacy exec-assistant agent. Use when this capability is needed.
- tomevault-io Bundle Tondevrel Scientific Agent Skills Dowhy
DoWhy — Causal Inference
- tomevault-io Bundle Numba
Use when working with a Just-In-Time (JIT) compiler for Python that translates a subset of Python and NumPy code into fast machine code. Developed by Anaconda, Inc. Highly effective for accelerating loops, custom mathematical functions, and complex numerical algorithms. Use for @njit, @vectorize, prange, cuda.jit, numba.typed, JIT compilation, parallel loops, GPU acceleration with CUDA, Monte Carlo simulations, numerical algorithms, and high-performance Python computing.
- tomevault-io Bundle Pyomo
Python Optimization Modeling Objects. A high-level framework for formulating, solving, and analyzing optimization models. Supports Linear Programming (LP), Mixed-Integer Linear Programming (MILP), and Non-Linear Programming (NLP). Part of the COIN-OR project. Use for mathematical optimization, linear programming, mixed-integer programming, non-linear programming, strategic planning, process engineering, energy systems, supply chain optimization, stochastic programming, and solver integration with IPOPT, SCIP, Gurobi, CPLEX, or GLPK. Use when this capability is needed.
- tomevault-io Bundle Pysam
Python module for reading, manipulating and writing genomic alignment formats (SAM/BAM/CRAM) and variant files (VCF/BCF). Wrapper for htslib. Use when this capability is needed.
- tomevault-io Bundle Sunpy
Use when working with the community-developed free and open-source software package for solar physics. Provides tools for data search and download, coordinate transformations specific to solar physics, and powerful image processing through the Map object. Use when working with solar data, solar images (EUV, magnetograms, white light), solar coordinates (Helioprojective, Heliographic), Fido data search, solar time series, differential rotation, limb fitting, or multi-instrument solar analysis (AIA, HMI, GOES).
- tomevault-io Bundle AI Ml Development
AI and machine learning development with PyTorch, TensorFlow, and LLM integration. Use when building ML models, training pipelines, fine-tuning LLMs, or implementing AI features. Use when this capability is needed.
- tomevault-io Bundle Prompt Enhancer
Enhance user prompts by analyzing project context (code structure, dependencies, conventions, existing patterns). Use when users provide brief development requests that would benefit from project-specific context to generate more accurate, contextually-aware prompts. Use when this capability is needed.
- tomevault-io Bundle U9401066 Automl Stat MCP Debug Workflow
Debug Workflow 技能 (除錯流程)
- tomevault-io Bundle U9401066 Automl Stat MCP Readme Updater
README 更新技能
- tomevault-io Bundle Neutral Review
中立评估与仲裁。触发：用户说"中立分析"或 plan-agent 与 analysis-agent 存在分歧时使用；读取两方分析结果并输出仲裁意见。 Use when this capability is needed.
- tomevault-io Bundle Migrate To Skills
Convert 'Applied intelligently' Cursor rules (.cursor/rules/*.mdc) and slash commands (.cursor/commands/*.md) to Agent Skills format (.cursor/skills/). Use when you want to migrate rules or commands to skills, convert .mdc rules to SKILL.md format, or consolidate commands into the skills directory. Use when this capability is needed.
- tomevault-io Bundle Victorstein Claude Canvas Agent Monitor
Agent Monitor Canvas
- tomevault-io Bundle Paper 2 Web
当需要将学术论文转换为宣传和展示类格式时，应使用此技能，包括交互式网站（Paper2Web）、演示视频（Paper2Video）以及会议海报（Paper2Poster）。适用于论文传播、会议准备、创建可探索的学术主页、生成视频摘要，或基于 LaTeX 或 PDF 源文件制作可直接打印的海报。 Use when this capability is needed.
- tomevault-io Bundle Documentation Creation
Use when creating new repository documentation or agent guides.
- tomevault-io Bundle Wheels Auth Generator
Generate authentication system with user model, sessions controller, and password hashing. Use when implementing user authentication, login/logout, or session management. Provides secure authentication patterns and bcrypt support. Use when this capability is needed.
- tomevault-io Bundle Dotnet Backend Patterns
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuration, caching, and testing with xUnit. Use when developing .NET backends, reviewing C# code, or designing API architectures. Use when this capability is needed.
- tomevault-io Bundle Wuyutanhongyuxin Cell Sjtu CLI Sjtu CLI
SJTU-CLI Agent 使用指南
- tomevault-io Bundle Omer Metin Skills For Antigravity MCP Security
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- tomevault-io Bundle Omer Metin Skills For Antigravity RAG Engineer
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- tomevault-io Bundle Browser Screenshots
Captures browser screenshots and videos on request using Playwright for embedding in tutorials. Use this when asked to capture, document, screenshot, or record a web page or locally running development server. Use when this capability is needed.
- tomevault-io Bundle Firecrawl Scrape
Scrape web pages and extract content via Firecrawl MCP Use when this capability is needed.
- tomevault-io Bundle Prompt Template Builder
Creates reusable prompt templates with strict output contracts, style rules, few-shot examples, and do/don't guidelines. Provides system/user prompt files, variable placeholders, output formatting instructions, and quality criteria. Use when building "prompt templates", "LLM prompts", "AI system prompts", or "prompt engineering".
- tomevault-io Bundle Paulkinlan Notebooklm Chrome Notebooklm Chrome
Silent Failure Hunter Agent
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 qdrant-memory, skill-seekers, termix-official--cryptoclaw--coding-agent. 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.