AI & LLM Engineering · For data scientists

Use this skill working with Phoenix Framework. An agent skill from podlove/radiator.

podlove/radiator

A skill your agent uses when calling the app's AI gateway from agent tools — chat completions, embeddings, listing models, configuring defaults or BYOK, reading token/cost usage

butterbase-ai/butterbase-skills

Quick-reference help for fine-tuning language models with Axolotl, covering YAML configs, FSDP, context parallelism, compressed saves and dataset formats.

Orchestra-Research/AI-Research-SKILLs

A skill your agent uses when the user needs academic paper retrieval — searching scientific literature by author/year/journal, finding paper chunks for RAG-style citations, or expanding original…

opendatalab/Sciverse-Agent-Tools

Refresh RepoPrompt tool guidance when the CLI/MCP surface changes.

w-winter/dot314

Solutions for non-trivial PerforatedAI integration scenarios.

PerforatedAI/PerforatedAI

Write less code and say less about it. An agent skill from Green-PT/honey-for-devs.

Green-PT/honey-for-devs

Submit, monitor and benchmark jax-gcm (jcm) simulations on NCAR Derecho's PBS queues.

climate-analytics-lab/jax-gcm

Preflight checks and diagnosis for ten known failure modes of ML training on NVIDIA DGX Spark's GB10, spanning launch errors, memory, thermals, bandwidth and precision.

wshobson/agents

Work on the Nexus LLM eval harness in tests/eval/ — author or fix a scenario fixture, write an eval config, change the executors, assertions or reports, or explain a run that produced nothing…

ProfSynapse/nexus

How to write and run verl-omni CPU tests (testoncpu.py) that exercise adapters, rewards, and configs without a GPU or model weights.

verl-project/verl-omni

Search papers from top AI/ML conferences. An agent skill from Xiangyue-Zhang/auto-deep-researcher-24x7.

Xiangyue-Zhang/auto-deep-researcher-24x7

Guide for writing eval conversation JSONs and running them through policy engines

open-bias/open-bias

Search local videos by meaning, exact words or reference image, analyze scenes, and export clips using the cerul CLI.

cerul-ai/cerul

Set up the NVIDIA "Build an Agent" DevX workshop as a working JupyterLab environment from INSIDE a locked-down OpenShell/NemoClaw sandbox, and hand the user the token URL + access commands.

brevdev/workshop-build-an-agent

Measure whether an RT-VLM configuration change altered caption quality — capture paired baseline and candidate captions for a set of videos, score both against a ground truth with an LLM judge, and…

NVIDIA-AI-Blueprints/video-search-and-summarization

A skill your agent uses when releasing a beta build of this Obsidian plugin for BRAT-based testing (e.g.

joybro/obsidian-similar-notes

Rules for adding a new model or model family to the finetuning pipeline, or changing finetuning behavior for an existing one — engine-agnostic customization via family hooks instead of if/else in…

overmind-core/overmind

Guides training and analyzing sparse autoencoders with SAELens to break neural network activations into interpretable features, including superposition and monosemanticity studies.

Orchestra-Research/AI-Research-SKILLs

Shows how to use Pinecone, a managed vector database, for production RAG, semantic search and recommendations: indexes, upserts, queries, filters and namespaces.

Orchestra-Research/AI-Research-SKILLs

Turn a HardwareVisualizer maintainer correction, repeated failure, surprising invariant, or costly investigation into an evidence-backed learning record and the right durable guardrail.

shm11C3/HardwareVisualizer

多智能体团队管理。创建、查看、修改、删除 CountBot 的多智能体团队，管理团队成员（角色）和团队级自定义模型配置。当用户要新建 Pipeline/Graph/Council 团队、调整成员分工、修改依赖关系、开关技能系统、设置团队专属模型时使用。

countbot-ai/CountBot

Keeps a persistent, append-only journal of ML experiment hypotheses and results across sessions, so no hyperparameter or architecture change runs without being logged first.

Leeroo-AI/superml

Mines local Claude Code session transcripts with a deterministic Python pipeline to show what the agent is actually used for, how often it fails and what it costs.

amd/gaia

Write or review Triton kernels for vLLM, with practical guidance for generated-code inspection, launch grids, indexing, specialization, tuning, and representative performance validation.

guqiong96/Lvllm

A skill your agent uses when you need a deterministic inspection of a WordPress repository (plugin/theme/block theme/WP core/Gutenberg/full site) including tooling/tests/version hints, and a…

gambitph/Stackable

AIPC, AI Porting Conversion. An agent skill from qualcomm/qai-appbuilder.

qualcomm/qai-appbuilder

Complete CLI reference for the ADS AQUA command-line interface (ads aqua).

oracle/accelerated-data-science

A skill your agent uses when writing or reviewing AI agent configs, system prompts, or tool definitions (JSON/YAML/Python) and you need to catch ambiguous tool descriptions, missing stop conditions…

hermes-labs-ai/lintlang

A skill your agent uses when building software with AI agents and you need a serious end-to-end workflow instead of vibe coding.

pawel-cell/micky-podcast-agentic-engineering

Build DSPy evaluation harnesses with rich-feedback metrics that are essential for GEPA optimization.

intertwine/dspy-agent-skills

Provides a structured verification workflow for code and prompt outputs.

repowise-dev/claude-code-prompts

Generate preventive Well-Architected guardrails — AWS Config rules, Service Control Policies, permission boundaries, CloudWatch alarms, and IaC policy checks (CDK Aspects, cfn-guard, OPA/Sentinel) —…

aws-samples/sample-well-architected-skills-and-steering

Run and interpret hipfire GPU diagnostics for ROCm/HIP bring-up, missing kernels, testkernels failures, inference smoke failures, and install/runtime environment problems.

warpfront/hipfire

A skill your agent uses when the user has a RAG (Retrieval-Augmented Generation) system and wants to evaluate its quality — separating retrieval issues from generation issues.

agentscope-ai/OpenJudge

Manages template bundles, categories, and ordering in the ComfyUI template repository.

Comfy-Org/workflow_templates

A skill your agent uses when code needs a judgment about natural language that rules or regex cannot make (classify, route, triage, moderate, score, rank, match, dedupe, filter, extract, verify, or…

aaddrick/building-with-typesafe-jev

Use FlowFlow spaces safely through their scoped MCP server. An agent skill from mirkobozzetto/flowflow.

mirkobozzetto/flowflow

Advanced image prompt engineering assistant for Chinese-first users.

TanShilongMario/PromptSkill4image

Define a spend budget for Claude Code and, optionally, create a cost alert rule that fires when usage crosses the limit, via POST /api/alerts/rules on the Agent Monitor dashboard.

hoangsonww/Claude-Code-Agent-Monitor

Reference desk for Nemotron 3 Nano / Llama-Nemotron Nano 3 — architecture, training data, recipes, evaluation, quantization, deployment.

NVIDIA-NeMo/Nemotron

Discord CLI with YAML-first structured output for AI agents — fetch chat history, search messages, sync channels, and AI analysis

jackwener/discord-cli

A skill your agent uses when creating, improving, or optimizing prompts for Claude.

chrispangg/deepagentsdk

A skill your agent uses when a Lens change needs backend HTTP contract coverage.

dyedd/lens

用 Twinkle Eval 跑一次評測——建立 config.yaml、下載或指定資料集、驗證設定、執行並讀結果。當使用者說「跑 benchmark」「跑評測」「建 config」「evaluate 這個模型」「twinkle-eval 怎麼跑」「評測結果怎麼看」「為什麼分數是 0」時使用。涵蓋 15 種 evaluationmethod 的 config 差異、27 個內建可下載…

ai-twinkle/Eval

Review and adapt vllmmetax/registry registrations, quantization configurations, CustomOps and kernel dispatch against a target vLLM revision and installed MetaX APIs.

MetaX-MACA/vLLM-metax

Call the OpenAgents API (Open Responses and Chat Completions, many models, one key) and read its docs.

OpenAgentsInc/openagents

Audit coherence across an arrow of intent by running two parallel fresh Claude sessions — one reconstructs code from a single EARS, the other reconstructs the EARS from stripped code — then…

jszmajda/lid