--- title: "awesome-claude-skills vs ART" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/composiohq-awesome-claude-skills-vs-openpipe-art" tools: ["composiohq-awesome-claude-skills", "openpipe-art"] --- # awesome-claude-skills vs ART *GraphCanon updated Aug 19, 2026* ## Verdict Pick awesome-claude-skills if awesome-claude-skills is a curated list that provides resources and tools for customizing workflows using Claude AI; pick ART if aRT is a specialized framework for training multi-step AI agents using GRPO, suitable for developers looking to train their agents with specific LLMs like Qwen3.6 and GPT-OSS. [awesome-claude-skills](https://github.com/ComposioHQ/awesome-claude-skills) reports 73k GitHub stars, 8.3k forks, and 1.3k open issues, last pushed Aug 10, 2026. [ART](https://art.openpipe.ai) has 11k stars, 974 forks, and 127 open issues, last pushed Aug 19, 2026. Figures are from public GitHub metadata via [awesome-claude-skills's repository](https://github.com/ComposioHQ/awesome-claude-skills) and [ART's repository](https://github.com/OpenPipe/ART). | | [awesome-claude-skills](/tools/composiohq-awesome-claude-skills.md) | [ART](/tools/openpipe-art.md) | | --- | --- | --- | | Tagline | A curated list of awesome Claude Skills for customizing AI workflows | Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. | | Stars | 72,787 | 10,603 | | Forks | 8,327 | 974 | | Open issues | 1,292 | 127 | | Language | Python | Python | | Adopt for | awesome-claude-skills is a curated list that provides resources and tools for customizing workflows using Claude AI. | ART is a specialized framework for training multi-step AI agents using GRPO, suitable for developers looking to train their agents with specific LLMs like Qwen3.6 and GPT-OSS. | | Persona | - | - | | Runtime | - | - | | License | - | Apache-2.0 | | Categories | AI Agents, Developer Tools | AI Agents, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [awesome-claude-skills](/tools/composiohq-awesome-claude-skills.md) | [ART](/tools/openpipe-art.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 8d | 0d | | Open issues (now) | 1.3k | 127 | | Stars delta | +4.7k (30d) | +109 (30d) | | Open issues delta | +238 (30d) | +6 (30d) | | Full report | [trust report](/tools/composiohq-awesome-claude-skills/trust.md) | [trust report](/tools/openpipe-art/trust.md) | ## Decision facts: awesome-claude-skills - **Pricing:** unknown - The repository's license is under Apache 2.0 for the overall content, but individual skills may have varying licensing terms which should be checked individually within their respective folders. - **Adopt for:** awesome-claude-skills is a curated list that provides resources and tools for customizing workflows using Claude AI. ## Decision facts: ART - **Adopt for:** ART is a specialized framework for training multi-step AI agents using GRPO, suitable for developers looking to train their agents with specific LLMs like Qwen3.6 and GPT-OSS. ## Choose when ### Choose awesome-claude-skills if… - Pricing: The repository's license is under Apache 2.0 for the overall content, but individual skills may have varying licensing terms which should be checked individually within their respective folders.. - Tags unique to awesome-claude-skills: agent-skills, automation, claude-code, composio. - Also covers Developer Tools. - When you are looking to customize and extend the capabilities of Claude AI through various skills and plugins. ### Choose ART if… - Tags unique to ART: agent, agentic-ai, grpo, llms. - Also covers Model Training. - - When you need a framework that specifically supports the GRPO method for agent reinforcement learning. ## When NOT to use awesome-claude-skills - Avoid using if your primary focus is on general-purpose automation that doesn't require integration with Claude AI or its ecosystem. - Not recommended if specific automation tasks do not benefit from customization through the provided Claude Skills, or you prefer tools that operate independently without dependency on a particular AI. ## When NOT to use ART - - Avoid ART if your training needs do not align with the GRPO method and you require a different approach for reinforcement learning. - - If your development revolves around non-supported Language Learning Models (LLMs), other than Qwen3.6, GPT-OSS, Llama etc., consider looking into alternative frameworks that offer broader model comp ## Common questions ### What is the difference between awesome-claude-skills and ART? awesome-claude-skills: A curated list of awesome Claude Skills for customizing AI workflows. ART: Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO.. See the comparison table for live GitHub stats and shared categories. ### When should I choose awesome-claude-skills over ART? Choose awesome-claude-skills over ART when Pricing: The repository's license is under Apache 2.0 for the overall content, but individual skills may have varying licensing terms which should be checked individually within their respective folders.; Tags unique to awesome-claude-skills: agent-skills, automation, claude-code, composio; Also covers Developer Tools; When you are looking to customize and extend the capabilities of Claude AI through various skills and plugins. ### When should I choose ART over awesome-claude-skills? Choose ART over awesome-claude-skills when Tags unique to ART: agent, agentic-ai, grpo, llms; Also covers Model Training; - When you need a framework that specifically supports the GRPO method for agent reinforcement learning. ### When should I avoid awesome-claude-skills? Avoid using if your primary focus is on general-purpose automation that doesn't require integration with Claude AI or its ecosystem. Not recommended if specific automation tasks do not benefit from customization through the provided Claude Skills, or you prefer tools that operate independently without dependency on a particular AI. ### When should I avoid ART? - Avoid ART if your training needs do not align with the GRPO method and you require a different approach for reinforcement learning. - If your development revolves around non-supported Language Learning Models (LLMs), other than Qwen3.6, GPT-OSS, Llama etc., consider looking into alternative frameworks that offer broader model comp ### Is awesome-claude-skills or ART more popular on GitHub? awesome-claude-skills has more GitHub stars (72,787 vs 10,603). Stars measure visibility, not whether either tool fits your constraints. ### Are awesome-claude-skills and ART open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to awesome-claude-skills or ART? GraphCanon lists graph-backed alternatives at [awesome-claude-skills alternatives](/tools/composiohq-awesome-claude-skills/alternatives) and [ART alternatives](/tools/openpipe-art/alternatives) ([awesome-claude-skills markdown twin](/tools/composiohq-awesome-claude-skills/alternatives.md), [ART markdown twin](/tools/openpipe-art/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/composiohq-awesome-claude-skills-vs-openpipe-art.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, awesome-claude-skills or ART? awesome-claude-skills: Active. ART: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for awesome-claude-skills and ART? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [awesome-claude-skills trust report](/tools/composiohq-awesome-claude-skills/trust); [ART trust report](/tools/openpipe-art/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=composiohq-awesome-claude-skills`](/api/graphcanon/graph?tool=composiohq-awesome-claude-skills) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_