Estimate GPU memory usage for Megatron-based MoE (Mixture of Experts) and dense models. Use when users need to (1)...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
8,093 Skills
Guide for using SLIME (LLM post-training framework for RL Scaling). Use when working with SLIME for reinforcement...
Write, optimize, and debug high-performance AI compute kernels using TileLang (a Python DSL for GPU programming)....
Verify code correctness before claiming done or committing. Run 6-dimension checklist: requirements coverage,...
Review documentation quality across README, comments, API docs, changelog, and AI documentation (CLAUDE.md,...
Evaluate routine and class design quality using Code Complete checklists (43 items). Use when designing routines or...
Validate technical feasibility with minimum code before full implementation. Prove ONE atomic question ('Can I X?')...
Configure tree-sitter CLI and language grammars for AST-powered code review. Use when AST extraction fails,...
Brainstorm and plan features through codebase search, technology research, and 2-3 approach comparison before...
**ALWAYS ACTIVATE** if ANY of these conditions are true: (1) User's prompt contains the word 'base44' or 'Base44' in...
Create comprehensive marketing content for themes, plugins, and web products. Generates organized folder structure...
搜索阮一峰科技爱好者周刊 GitHub issues 中的工具和资源。当用户想找工具、开源项目、网站或资源时使用，尤其是提到「阮一峰」「周刊」「ruanyifeng」或在中文语境下询问工具推荐时触发。
Best practices for HeyGen - AI avatar video creation API. Use when creating AI avatar videos, generating talking...
Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis,...
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Use when symfony brainstorming
Use when symfony daily workflow
Use when symfony messenger retry failures
Bootstrap lean multi-agent orchestration with beads task tracking. Use for projects needing agent delegation without...
Invoke at the start of any implementation task to enforce verification-first development
REQUIRED for all image generation requests. Generate and edit images using Nano Banana (Gemini CLI). Handles blog...
Guided workflow for building custom AI agents using the OpenHands Software Agent SDK. Use when you want to create a...
Run Docker commands within a container environment, including starting the Docker daemon and managing containers....
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks...