AI & LLM Engineering · Qwen · For developers

Fix a GitHub issue on OpenPipe/ART and open a PR. An agent skill from OpenPipe/ART.

OpenPipe/ART

Diagnose and optimize vLLM Omni diffusion workloads, especially Wan/Qwen/Flux-style image and video generation.

vllm-project/vllm-omni

Stands up the Weave model router in Docker Compose and drives it with claude -p against a real or mocked upstream to reproduce and verify routing and streaming behavior.

weave-os/router

Complete agent-ready workflow for Qwen-family MTP or nextn GGUF conversion and release.

R6410418/Jackrong-llm-finetuning-guide

给任何故事里的角色真出参考图（小说改编、自己原创的故事、单独设计一个角色都行，不需要小说原文）： 一段话描述角色，拆成分层字段、补全后确认， 先出一张正面全身锚点，其余视图（大头照、90° 侧面、背面、细节、45° 大头照）都只参考这张锚点， 按需分档出图。每张图带标识、可单独重出，重出后自动标出哪些图过期。

eternityspring/shuohao-skills

DyNote: systematically and efficiently extract raw Douyin/DY video data and analyze videos, comments, accounts, hashtags, and short-video scenes into evidence-graded learning notes, summaries…

Rimagination/dy-note

A skill your agent uses when the user wants to fact-check an article or verify factual claims in a document.

MigoXLab/dingo

Turn 2+ user reference images into a high-fidelity animated Codex companion using PocketMen's own local stack.

six-nut/PocketMen-with-you

Audit local AI coding-agent sessions with agenttrace. An agent skill from luoyuctl/agenttrace.

luoyuctl/agenttrace

Configure automatic model routing using the get-ai-gateway.sh CLI tool for Higress AI Gateway.

higress-group/higress

A skill your agent uses when adding support for a new model to VeOmni.

ByteDance-Seed/VeOmni

使用本地 Bilibili RAG 服务进行检索与问答。用户询问 B 站收藏夹内容、视频要点总结、来源追溯、入库状态时使用。内容问答时优先通过 sessionid 与 folderids 限定范围，避免空范围导致 fallback。

via007/bilibili-rag

Adapt and port new LLM model architectures to this xinfer project.

guoqingbao/xinfer

Call vision models (Doubao, Qwen, DeepSeek, OpenAI) to analyze images.

xiincs/claude-code-vision-skill

Render videos and pictures on a ComfyUI server that has the Continuity node pack (MiniMax H3, LTX 2.5, Krea 2, Ideogram 4, Qwen Image, Flux 2 Klein) with one command, the render.py bundled in this…

roadmaus/ComfyUI-Continuity

Always resolve Hugging Face models via model-shelf before any download.

alexziskind1/model-shelf

Check model compatibility with xinfer before loading. An agent skill from guoqingbao/xinfer.

guoqingbao/xinfer

Anime/illustration text-to-image (ANIMA 1.0, ~2B Cosmos DiT).

artokun/comfyui-mcp

Repository-level wrapper for the canonical Qwen MTP or nextn GGUF release workflow.

R6410418/Jackrong-llm-finetuning-guide

Acquire images as files — generate them with an AI image model (14 providers: OpenAI/gpt-image, Gemini, Qwen, Zhipu, Volcengine, Stability, FLUX, Ideogram, MiniMax, and more), search openly-licensed…

open-octo/octo-agent

把本地长视频/音频转写成文字稿 + 可选字幕，纯本地（不上传云端），用 sherpa-onnx X-ASR Zipformer transducer 模型（int8 量化、中英双语、自动标点）。已在 macOS Apple Silicon（int8 + AMX，~100× 实时）、Linux ARM64（CPU，~32× 实时）与 Windows（PowerShell…

ysyecust/lecture-to-notes

Test LLM models served by xinfer for correctness, output quality, and performance.

guoqingbao/xinfer

Guided workflow for adding a new model architecture to llama.cpp.

JakeATX/llamAmpere

Analyze the token length of an OT-Agent conversation-format (ShareGPT-style) dataset — the per-trace distribution (median/p90/max) and/or counts under a token threshold + a metadata predicate (e.g.

open-thoughts/OpenThoughts-Agent

Hardware-aware adaptive Hermes runtime using portable Turbofiles, total usable memory, owned native llama.cpp residency, stable auto/active:main/active:aux routes, and evidence-backed promotion.

SouthpawIN/turbofit

Serves AI models on AMD Instinct GPU hardware using vLLM. An agent skill from amd/skills.

amd/skills

Measures the throughput difference between two branches with force-balanced routing.

mlc-ai/pith-train

Call this skill when you need to debug CUDA crashes in SGLang using kernel API logging

sgl-project/sglang

Generate or edit images via OpenRouter Image API across top models (Nano Banana, GPT Image, FLUX.2, Seedream, Qwen, Grok).

rtadewald/skills

Guide a tester through hipfire bring-up, serve smoke, claim-scoped harnesses, and benchmark reporting on AMD RDNA/CDNA GPUs.

warpfront/hipfire

Has several open-weight models answer a question, rank each other's anonymized answers, then lets a chairman model write the final response through Fireworks AI.

dair-ai/dair-academy-plugins

Builds and publishes a Gradio demo on Hugging Face Spaces for a LoRA, with the pipeline, UI and settings chosen to match that LoRA's task and model card.

huggingface/skills

Estimate GPU memory usage for Megatron-based MoE (Mixture of Experts) and dense models.

yzlnew/infra-skills

Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral).

Orchestra-Research/AI-Research-SKILLs

Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime.

Orchestra-Research/AI-Research-SKILLs

Generate text, have conversations, write code, reason, and call functions with Qwen models.

QianWen-AI/qianwen-ai

Review llama.cpp changes against project conventions and common reviewer pitfalls before a PR.

JakeATX/llamAmpere

Улучшить/оптимизировать/переписать промпт под ТЕКУЩУЮ модель по официальным правилам вендора (Claude Code, Codex, Gemini CLI, Grok, Kimi, Qwen) и объяснить почему.

edvardgrishin27/nativeprompt

Add new AI models to Kiln's mlmodellist.py and produce a Discord announcement.

Kiln-AI/Kiln

MUST be considered at task start in this repository to detect OpenSpec change lifecycle work and route Claude Code/CCR coordination tasks without loading unnecessary context.

HsienW/chat-gun

Breaks LLM torch profiler traces down by forward pass, layer and kernel, with timing tables and Perfetto time ranges for the layers you want to inspect.

BBuf/AI-Infra-Auto-Driven-SKILLS

Calculate training costs for Tinker fine-tuning jobs. An agent skill from sundial-org/skills.

sundial-org/skills

Set up the minimal set of artifacts (tokenized DCLM corpus shard + released HuggingFace checkpoint converted to DCP) required to benchmark, profile, or regression-test a MoE model in PithTrain.

mlc-ai/pith-train

LangChain / LangGraph engineering pitfalls and verified fixes.

ob-labs/agentseek

A skill your agent uses when a new Ollama Cloud model is announced or available (e.g.

heypinchy/pinchy

Bilingual guide for merging ViT + LLM into LlavaOnevision2 HF checkpoint and validating weight/inference consistency

EvolvingLMMs-Lab/LLaVA-OneVision-2

Run a 4-hour multi-node Hyperloom Qwen3-30B-A3B optimization (Infera PD-disaggregated or RayJob aggregated) with --nodes 2 and sglang MoE tuning on MI325X.

AMD-AGI/Hyperloom

Audit SGLang startup logs, save evidence, and propose cleanup for user review.

sgl-project/sglang