Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
$ npx skills add Lightning-AI/pytorch-lightningAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
PDDLStream: Integrating Symbolic Planners and Blackbox Samplers
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
$ npx skills add Lightning-AI/pytorch-lightning💫 Industrial-strength Natural Language Processing (NLP) in Python
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$ npx skills add huggingface/datasetsA reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
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$ npx skills add harvard-edge/cs249r_book🙌 OpenHands: AI-Driven Development
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$ npx skills add kornia/korniaRefine high-quality datasets and visual AI models
$ npx skills add voxel51/fiftyoneSwap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.
$ npx skills add xorbitsai/inference🧙 Build, run, and manage data pipelines for integrating and transforming data.
$ npx skills add mage-ai/mage-aiThe Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai
$ npx skills add kyegomez/swarmsFlower: A Friendly Federated AI Framework
$ npx skills add flwrlabs/flowerStanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
$ npx skills add stanfordnlp/stanzaBuild, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.
$ npx skills add simstudioai/sim12 Weeks, 24 Lessons, AI for All!
$ npx skills add microsoft/AI-For-BeginnersHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Pddlstream if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.