Best AI and LLM engineering skills, page 19

Run a structured debate between agent CLIs (claude, codex, agy, grok) and the user's configured API or local models (OpenAI, Anthropic, Google, xAI, OpenRouter, Ollama and more) through the Quorum…

Detrol/quorum-cli

Main-session orchestrator for arcgentic rounds. An agent skill from Arch1eSUN/Arcgentic.

Arch1eSUN/Arcgentic

A skill your agent uses when writing or reviewing JavaScript/TypeScript in this repo that calls Deepgram Conversational STT v2 / Flux (/v2/listen) for turn-aware streaming transcription.

deepgram/deepgram-js-sdk

Design, implement, validate, and calibrate a new eval for the convex-evals suite.

get-convex/convex-evals

Shows how to build and run ONNX Runtime WebGPU provider tests on Linux with no GPU, using the Mesa lavapipe software Vulkan adapter, and where that approach falls short.

microsoft/onnxruntime

Get JSON out of the model reliably. An agent skill from Archive228/loopkit.

Archive228/loopkit

Build batteries-included agents with planning, context management, subagent delegation, and sandboxed execution.

langchain-ai/docs

Naming conventions for SGLang speculative decoding identifiers.

sgl-project/sglang

Validate changed quantization math, packed formats, and inference kernels against a Torch oracle; adjudicate near-tie mismatches before rejecting optimized arithmetic.

ModelCloud/GPTQModel

Guides users through selecting, configuring, or creating a PyTorch model for a PINA problem.

PINA-org/PINA

Primary entrypoint for coding agents using CAIRA as reference material to design and build generative AI solutions with Azure AI Foundry, Azure OpenAI-compatible endpoints, agent frameworks, APIs…

microsoft/CAIRA

Turn unstructured text into validated, structured variables at corpus scale with LLMs: codebook design, dev/gold-set construction, DSPy prompt optimization, a hard reliability gate (Cohen κ ≥ 0.70)…

joshzyj/open-scholar-skill

How PostHog "canvas" dashboards work end-to-end — the two rendering tiers (json-render vs freeform React-in-iframe), the agent system prompts that steer each, and the RIGHT way to fetch PostHog data…

PostHog/code

Intercept the AG2 beta agent loop with BaseMiddleware — wrap full turns (onturn), each LLM call (onllmcall), each tool execution (ontoolexecution), or each human-input request (onhumaninput).

ag2ai/build-with-ag2

Maps the /ai/ subsystem of flowfile_core, its three agent tiers, litellm seam, BYOK keys and rate limits, and sets rules for extending or debugging it safely.

Edwardvaneechoud/Flowfile

A skill your agent uses when opening a PR — produces a clean PR description (what / why / how to verify / risks) from a branch diff against base.

oxbshw/LLM-Agents-Ecosystem-Handbook

A skill your agent uses for Elixir/Phoenix development in this repo: implementing features, refactors, debugging, tests, Ecto changes, and production-safe fixes.

streamband/hydra-srt

Guides Python code that calls the Deepgram Management APIs to administer projects, keys, members, usage, billing and stored Voice Agent configurations.

deepgram/deepgram-python-sdk

Logs and visualizes ML training metrics with Trackio, firing alerts for issues like loss spikes, and syncing a live dashboard to a Hugging Face Space.

huggingface/skills

A skill your agent uses for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search.

timescale/pg-aiguide

Running Albucore micro-benchmarks under benchmarks/, synthetic router timings, and comparing PyPI releases with uv --no-project.

albumentations-team/albucore

Verify a CV-CUDA optimization campaign's deterministic definition-of-done and concise versioned MR summary per .agents/guidance/OPTIMIZATIONGUIDELINES.md.

CVCUDA/CV-CUDA

Fetch and summarize recent AI news from curated RSS feeds (Hugging Face, VentureBeat, The Verge, OpenAI, Anthropic, DeepMind, etc.) and YouTube channels (Yannic Kilcher, Two Minute Papers, AI…

letta-ai/skills

Test adam's agent builder (platform/) end-to-end — builder form, deploy pipeline, and the deployed eve-style agent page.

michaelshimeles/adam

Compose, edit, refactor, and validate Lego-RL train/eval/infer .env configs and reusable scripts/templates modules.

LegoX/Lego-RL

Audit and tune the configuration of coding agents across Claude Code and pi - settings files (settings.json, settings.local.json), permission rules, instruction files (CLAUDE.md, AGENTS.md), skill…

kdeldycke/dotfiles

Reviews DeerFlow skill packages for readiness, triggers, safety boundaries, resources, and evidence.

bytedance/deer-flow

Dialectical reasoning and autocoding via Hegelion MCP tools.

Hmbown/Hegelion

Align a MuJoCo MJCF robot model with a URDF source while preserving kinematics, geometry, masses, centers of mass, and inertia tensors.

i2rt-robotics/i2rt

Port an FLA Triton kernel to Gluon when explicit layouts, asynchronous transfers, or scheduling can address a measured bottleneck.

fla-org/flash-linear-attention

Conduz a jornada de onboarding 'do zero ao agente de atendimento' do fazer.ai agents num VPS, escolhendo o orquestrador de deploy (Tier A Coolify, B Portainer, C compose genérico para VM crua ou…

fazer-ai/agents

Build a lightweight proactive mode with scheduled checks, sleep intervals, concise user briefs, and expiry safeguards so an agent can work in the background without becoming an uncontrolled daemon.

LearnPrompt/cc-harness-skills

A skill your agent uses when the user asks to "scout for new models", "check for model updates", "find better ASR models", "check sherpa-onnx releases", "look for new Whisper models", "search…

RisorseArtificiali/anti-vocale

Walks through adding an AI agent for store operators to a Medusa project: data models, module service, agent runtime, streaming API route and admin chat UI.

medusajs/medusa-agent-skills

Pick the right SDAF BOM for a target SAP product / release / DB platform / version / kernel / topology.

Azure/sap-automation

Run and extend embodiment-aware GR00T N1.7 post-training workflows from successful robot-policy collection through semantic recording, LeRobot conversion, statistics, fine-tuning, open-loop…

nvidia-isaac/video_to_data

INVOKE THIS SKILL when your LangGraph needs to persist state, remember conversations, travel through history, or configure subgraph checkpointer scoping.

langchain-ai/langchain-skills

Use inside RSIBench-Data when testing whether an automation agent can improve a target model on a configured benchmark through synthetic Tinker SFT data, Tinker sampling, and E2B-based Harbor…

evolvent-ai/RSIBench-Data

Builds a realtime voice-chat app around a talking character portrait made from your photo or a text description, with mouth sprites driven by the audio.

buildfastwithai/gen-ai-experiments

Review and repair pull requests on the evaleval/EEEdatastore Hugging Face dataset.

evaleval/every_eval_ever

Analyze a job description (pasted text OR a URL) and find the AI/ML/GenAI topics it requires that this learn-ai course does NOT yet cover.

starkyru/learn-ai

当用户明确点名要用 OpenAI Codex CLI 协同时使用此 Skill，把指定任务委托给 Codex 执行并整合结果。

bkywksj/knowledge-base

Invoke ML models, run vector search, and connect to MCP servers from Databricks Apps.

databricks-solutions/databricks-apps-cookbook

Use in a repo with Rekal initialized (.rekal/ exists). An agent skill from rekal-dev/rekal-cli.

rekal-dev/rekal-cli

Rigor Improve / Rigor Explore run leaf skill for bounded exploratory evidence in deep learning research repositories.

lllllllama/RigorPilot-Skills

Helps choose and wire Krea models in ComfyUI: the hosted Krea 2 API nodes versus local open weights, FLUX.1 Krea Dev, and add-on packs for ControlNet and editing.

SlavaSexton/ComfyUI-Agent-Kit

Build production-ready AI agent backends using the CloudBase Agent Python SDK — create agents with LangGraph/CrewAI/LlamaIndex, serve them via FastAPI with AG-UI protocol streaming +…

TencentCloudBase/CloudBase-AI-Toolkit

Benchmarks code generation models with the BigCode Evaluation Harness across HumanEval, MBPP, MultiPL-E and other suites using pass@k metrics.

Orchestra-Research/AI-Research-SKILLs