AI & LLM Engineering · For data scientists

Efficiently perform web searches using the mcp-local-rag server with semantic similarity ranking.

nkapila6/mcp-local-rag

Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates.

lllllllama/RigorPilot-Skills

Auto Review closeout. An agent skill from vincentkoc/tokenjuice.

vincentkoc/tokenjuice

Write LLM evaluation spec files with datasets, tasks, and evaluators using the @kbn/evals Playwright fixture.

elastic/kibana

Reference for designing and tuning production LLM prompts: few-shot examples, chain-of-thought, structured outputs, templates and system prompts.

wshobson/agents

This skill should be used when the user asks to "create a new prompt sample", "add a new prompt sample", "scaffold a new prompt sample", "create a prompt contribution", "add a prompt", or needs to…

pnp/copilot-prompts

Pixel-based motion and UI change analysis from frame sequences or screenshots using computer vision and visual comparison.

edwardsanchez/MotionEyes

Builds a browser-based annotation page for reviewing LLM traces one at a time with pass/fail labels, notes and saved results, tailored to your data.

ai-evals-course/evals-skills

This skill should be used when picking or diagnosing a training move (SFT, LoRA, DPO/KTO/ORPO, RFT, GRPO/PPO/RLOO, RLHF), or when the user mentions fine-tuning, post-training, training recipe…

evo-hq/evo

High-level guide for integrating a new DiT model into cache-dit: Cache (BlockAdapter/ForwardPattern), Context Parallelism, Tensor Parallelism, Text Encoder Parallelism (TE-P), VAE Parallelism…

vipshop/cache-dit

Expert prompt engineer specializing in advanced prompting techniques, LLM optimization, and AI system design.

rmyndharis/antigravity-skills

Runs and configures the anomalib tiled-ensemble pipeline, which trains/evaluates one model per image tile and merges results (with optional seam smoothing) for high-resolution anomaly detection.

open-edge-platform/anomalib

Router for adding a diffusion or omni pipeline to verl-omni.

verl-project/verl-omni

Create, edit, evaluate, and package agent skills. An agent skill from smixs/skill-conductor.

smixs/skill-conductor

Manage CI for PyTorch ghstack stacks by running CI where its results are useful now and deferring other PRs with [no-ci].

pytorch/pytorch

Profiles, benchmarks and tunes AI training workloads on Moore Threads MUSA GPUs with a measurement-first process that keeps model behavior unchanged.

open-infra-skills/infra-skills

Process documents with Blockify API to create optimized IdeaBlocks for RAG.

iternal-technologies-partners/blockify-agentic-data-optimization

Run and report repository model or provider-mapping benchmarks.

theopenco/llmgateway

Universal quality bar and final audit rubric for any agent system prompt.

mastra-ai/mastra

Clean up noisy startup warnings and spurious prints in SGLang server logs.

guqiong96/Lsglang

Remove refusal behaviors from open-weight LLMs using OBLITERATUS — mechanistic interpretability techniques (diff-in-means, SVD, whitened SVD, LEACE, SAE decomposition, etc.) to excise guardrails…

RedWoodOG/Hermes-Desktop

Add or modify an AI chat tool ("Ask Ryo" capability) in ryOS.

ryokun6/ryos

Authoring and running behavioral evals for a shopping or merchant agent, covering the case shape, authoring rules, code graders and judges, the run pattern, and poisoned fixtures.

anthropics/commerce-agents

Installs and configures ktx, the open-source context layer for data agents — runs ktx setup non-interactively with hidden CLI flags, configures database connections and embeddings, installs agent…

Kaelio/ktx

Create a new Langfuse integration page in the langfuse-docs repo.

langfuse/langfuse-docs

Transcribe local audio or video with Volcengine Doubao file ASR, including BigASR 1.0 Turbo direct upload and asynchronous 1.0 standard, 1.0 idle, or 2.0 standard jobs through TOS.

ysyecust/lecture-to-notes

Access 2,000+ AI models and API tools through one MCP interface for inference, media generation, search, scraping, embeddings, social data, and structured retrieval.

iflytek/skillhub

Add a cross-cutting decision pattern under src/nemotron/steps/patterns/.

NVIDIA-NeMo/Nemotron

Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration.

MoizIbnYousaf/ai-agent-skills

Review RAG designs or accessible implementations for extraction failures, deterministic facts, evidence routing, source versioning, code retrieval, and memory boundaries.

FinanceFlash/unvibecode

A skill your agent uses when running, debugging, interpreting, or documenting mesh-llm benchmark tune model-serving throughput trials, including choosing…

Mesh-LLM/mesh-llm

Real-time depth map privacy transforms using Depth Anything v2 (CoreML + PyTorch)

SharpAI/DeepCamera

Scaffold a brand-new Comet example in this repo from the canonical template under templates/integration-example/.

comet-ml/comet-examples

Adapt AutoRound to support a new LLM architecture that doesn't work out-of-the-box.

intel/auto-round

Iteratively optimize a CUDA/CUTLASS/Triton kernel only when strict on-device compilation, correctness, timing, and NCU evidence gates pass.

KernelFlow-ops/cuda-optimized-skill

Interact with Langfuse and access its documentation: tracing, monitoring, creating datasets, running experiments, and evaluating AI applications.

langfuse/skills

Look up what a Biohub ESM-C sparse-autoencoder (SAE) feature means — its label, description, top-activating proteins, decoder neighbours, and activation statistics — by querying the Biohub…

softnanolab/bagel

Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods.

Orchestra-Research/AI-Research-SKILLs

Trigger the bot-cherry-pick workflow for a batch of merged PRs onto a release branch and monitor each run to completion.

sgl-project/sglang

Diagnose failed, hung, slow, OOM, NaN, illegal-memory-access, NCCL, compilation, rollout, or training runs in AReno.

inclusionAI/AReno

Cross-check RLinf documentation against code, natural explanation flow, and other docs, including English-Chinese parity.

RLinf/RLinf

Port a PyTorch model to use pyrefly's tensor shape type system (Tensor[[B, C, H, W]], Int[T]).

facebook/pyrefly

在发布前评估 Agent Skill bundle 的结构完整性、触发质量、产物改进、脚本正确性、安全性、已安装目录树完整性和目标宿主可移植性。

fancyboi999/ai-engineering-from-scratch-zh

Write and run custom Pi prompt templates (slash commands) for this extension.

nicobailon/pi-prompt-template-model

Finds llama.cpp-compatible GGUF models on the Hugging Face Hub, picks a quantization for your hardware and launches them with llama-cli or llama-server.

huggingface/skills

Trains and fine-tunes object detection, image classification and SAM or SAM2 segmentation models on Hugging Face Jobs cloud GPUs and saves the results to the Hub.

huggingface/skills

Lays out a minimal, iteration-first approach to writing system prompts for LLM agents, with model-specific notes for Claude, GPT, Gemini, and Codex.

cashew-labs/libretto

This skill should be used when the user wants to "write agent code", "build an agent with ADK", "add a tool", "create a callback", "define an agent", "use state management", or needs ADK (Agent…

pifferologo/cloud-agents-cli