Best AI and LLM engineering skills, page 11

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

guoqingbao/xinfer

Search, query, and manage Weaviate vector database collections.

weaviate/agent-skills

Configure and launch SparkDiffusion few-step distillation for Wan 2.1 or Wan 2.2.

AlibabaResearch/SparkDiffusion

Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab).

wanshuiyin/ARIS-in-AI-Offer

Create an end-to-end Continual Learning Bench task. An agent skill from melandlabs/openloomi.

melandlabs/openloomi

MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX.

kellyvv/PhoneClaw

Discover better ways to complete tasks. An agent skill from sandbaseai/cli.

sandbaseai/cli

巴逆逆反指標分析。觸發時機：使用者要求追蹤巴逆逆、分析反指標、抓取社群貼文並推送 Telegram 時. An agent skill from cablate/banini-tracker.

cablate/banini-tracker

Adds new custom nodes to the ComfyUI Nix project, including npins fetching, dependency resolution in package.nix, disabling impure pip installs, and verifying the Nix build.

nixified-ai/flake

Creates an azd environment, checks RBAC and model quota, provisions an AI agent app on Azure with azd up and health-checks the deployed app.

Azure-Samples/get-started-with-ai-agents

Reference for all AI tools available in DBX Studio's AI chat system.

Dbxstudio/dbx-studio

Add fast, local, typed decisions to any project with Laya, an open-source non-generative decision model (pip install laya).

wdobry/laya-playground

Shows how to organize PyTorch training with Lightning's LightningModule and Trainer, covering validation, DDP, callbacks and learning-rate scheduling.

Orchestra-Research/AI-Research-SKILLs

A skill your agent uses when benchmarking denoise latency or profiling a diffusion bottleneck in SGLang.

sgl-project/sglang

Convert make demo/img statusline snapshots into ANSI-stripped plain text for diffing and PR embedding.

tmck-code/yet-another-statusline

Create, modify, and improve PINA skills. An agent skill from PINA-org/PINA.

PINA-org/PINA

Migrate supported instruction files, skills, agents, and MCP config into Codex project and global files.

Haohao-end/openagent

Develop, optimize, debug, and validate an AReno CUDA, Triton, fused, attention, convolution, routing, or MoE operator.

inclusionAI/AReno

Turn llmprobe reports into the charts a perf PR embeds (one line per arm across context size, every point labelled, machine and model in the caption) and host them so the PR body renders them.

ddalcu/mlx-serve

PaddlePaddle (飞桨) C++ 算子开发指南。提供从 YAML 配置、InferMeta 函数、Kernel 实现、Python API 封装、单元测试到编译验证的完整算子开发流程指导。在以下场景使用此 skill：(1) 为 Paddle 框架新增 C++ 算子 (2) 修改或调试已有 Paddle 算子 (3) 编写算子的 YAML…

PaddlePaddle/Paddle

Query AutoRAG-Research pipeline results using natural language.

NomaDamas/AutoRAG-Research

Design, test, create, and attach LangSmith online evaluators for production traces or conversation threads.

langchain-ai/langsmith-skills

Sets up, evaluates or turns off Open Second Brain's optional decision-model feature, starting from the o2b decision-model check command and a provider route you choose.

itechmeat/open-second-brain

Policy for AlbumentationsX transforms that combine multiple images or objects.

albumentations-team/AlbumentationsX

Integrates a hosted API or local/open-weight model end-to-end across OpenTryOn (adapter, CLI registry, MCP, docs) and TryOn Studio (catalog, Connect keys, planner).

tryonlabs/opentryon

Generate images with FLUX models (Black Forest Labs) via inference.sh CLI.

danielmeppiel/agentic-sdlc-handbook

CodeMie Analytics expert — use this skill whenever the user asks about CodeMie usage data, AI adoption metrics, user leaderboards, CLI insights, spending, LiteLLM costs, token usage, or wants to…

codemie-ai/codemie-code

A skill your agent uses when the user asks to pick a model, subscription, or reasoning effort, or to run router status, usage refresh, or resume a router session.

nidhi-singh02/agent-router

Shows how to add Deepgram analytics such as diarization, summaries, sentiment, topics, redaction and language detection to speech transcription in Python.

deepgram/deepgram-python-sdk

Migrate Python apps from Azure OpenAI Chat Completions to the Responses API.

microsoft/ai-agents-for-beginners

Stop and consult this skill whenever your response would include specific facts about Anthropic's products.

syahiidkamil/Software-Engineer-AI-Agent-Atlas

A skill your agent uses whenever writing, modifying, reviewing, or debugging code involving Celeste, celeste-ai, celeste-python, import celeste, src/celeste, or withceleste app integrations.

withceleste/celeste-python

Create, manage, and use E2B sandboxes — run commands, manage files, use git, persist state, and configure networking.

agent-sandbox/agent-sandbox

Gives patterns, a tool design checklist and an architecture decision tree for building agent harnesses, tools and multi-agent setups around a model.

FareedKhan-dev/claude-code-from-scratch

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

xiincs/claude-code-vision-skill

Query images with a local Ollama vision model without loading the image into the main agent context.

gridaco/grida

Rigor Setup skill for README-first deep learning repo reproduction.

lllllllama/RigorPilot-Skills

Run the Antigravity CLI (Gemini) as a collaborating AI inside Claude Code, with intelligent model routing across the software development lifecycle.

yuting0624/antigravity-for-claude-code

Onboards a learner into the AI Engineering from Scratch curriculum with an interview and placement quiz, and writes a persistent LEARNING.md study plan.

rohitg00/ai-engineering-from-scratch

Looks up public original architecture diagrams for named LLM, vision-language, MoE, diffusion and OCR models and returns the image with its source attribution.

BBuf/AI-Infra-Auto-Driven-SKILLS

Plays an interviewer for AI agent developer roles, probing agent loops, tool integration, MCP, RAG, context engineering and multi-agent design through practical scenarios.

Snailclimb/interview-guide

Build voice AI agents with ElevenLabs. An agent skill from tadaspetra/loop.

tadaspetra/loop

Train or fine-tune language models with TRL or Unsloth on Hugging Face Jobs, including SFT, DPO, GRPO, reward models, and GGUF conversion.

waybarrios/opencode-power-pack

Configure and test prompt compression from the CLI. Manage RTK filters, Caveman rules, stacked compression modes, and preview compression output…

diegosouzapw/OmniRoute

A skill your agent uses when asked to migrate IsaacLab projects to mjlab, compare IsaacLab and mjlab APIs, import meshes into mjlab tasks, or author new mjlab-native tasks/components directly from…

cmjang/mjlab-skillkit

Installs, tunes and enforces Sponsio contracts that block unsafe tool calls in LLM agents, covering setup, auditing, observe mode and flipping to enforce.

SponsioLabs/Sponsio

Conventions for creating, modifying, and reviewing production-faithful Storybook stories in the Phoenix frontend (js/app/stories, js/app/.storybook).

Arize-ai/phoenix

Build, extend, and debug AI agents in Egroo using the Microsoft Agent Framework (C .NET).

jihadkhawaja/Egroo