Operational skill hub for LLM system architecture, evaluation, deployment, and optimization (modern production standards). Links to specialized skills for prompts, RAG, agents, and safety. Integrates recent advances: PEFT/LoRA fine-tuning, hybrid RAG handoff (see dedicated skill), vLLM 24x throughput, multi-layered security (90%+ bypass for single-layer), automated drift detection (18-second response), and CI/CD-aligned evaluation.
EnglishApply these opinionated C conventions when writing C/.NET 8+ code: modern C 12 (records, primary constructors, pattern matching), ASP.NET Core minimal and controller APIs, Blazor, Entity Framework Core, async patterns, CQRS with MediatR.
EnglishUse when working with Elixir code — writing modules, functions, tests, mix tasks, templates, logging, or any Elixir/OTP project.
EnglishActivated when building Flutter apps, creating widgets, implementing state management, setting up navigation, configuring themes, writing tests, or asking "how do I set up X" in a Flutter/Dart context. Covers UI, Riverpod, GoRouter, Dio, Freezed, Drift, Material 3 theming, testing, and Clean Architecture patterns.
EnglishUI design, frontend, dashboard, landing page, component, Tailwind, Figma, generated AI, human-crafted interface. Use when designing or reviewing frontend UI so output avoids generic AI-looking visuals while staying accessible and backend-aware.
EnglishExpert guidance for Spring Boot application development with best practices for RESTful APIs, testing, security, and…
English
AGENT SKILLS ATLASIncludes AI LLM Engineering, Flutter Dart, Human UI Design, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
AI LLM Engineering
Operational skill hub for LLM system architecture, evaluation, deployment, and optimization (modern production standards). Links to specialized skills for prompts, RAG, agents, and safety. Integrates recent advances: PEFT/LoRA fine-tuning, hybrid RAG handoff (see dedicated skill), vLLM 24x throughput, multi-layered security (90%+ bypass for single-layer), automated drift detection (18-second response), and CI/CD-aligned evaluation.
Csharp
Apply these opinionated C conventions when writing C/.NET 8+ code: modern C 12 (records, primary constructors, pattern matching), ASP.NET Core minimal and controller APIs, Blazor, Entity Framework Core, async patterns, CQRS with MediatR.
Elixir
Use when working with Elixir code — writing modules, functions, tests, mix tasks, templates, logging, or any Elixir/OTP project. Covers Elixir v1.18.4 / OTP 28, including
Flutter Dart
Activated when building Flutter apps, creating widgets, implementing state management, setting up navigation, configuring themes, writing tests, or asking "how do I set up X" in a Flutter/Dart context. Covers UI, Riverpod, GoRouter, Dio, Freezed, Drift, Material 3 theming, testing, and Clean Architecture patterns.
Human UI Design
UI design, frontend, dashboard, landing page, component, Tailwind, Figma, generated AI, human-crafted interface. Use when designing or reviewing frontend UI so output avoids generic AI-looking visuals while staying accessible and backend-aware.
Spring Boot
Expert guidance for Spring Boot application development with best practices for RESTful APIs, testing, security, and deployment
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the AI LLM Engineering skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.