--- title: "Shuffle vs agentic-awesome-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/shuffle-shuffle-vs-sickn33-antigravity-awesome-skills" tools: ["shuffle-shuffle", "sickn33-antigravity-awesome-skills"] --- # Shuffle vs agentic-awesome-skills *GraphCanon updated Sep 20, 2026* ## Verdict Pick Shuffle if shuffle is notable for its strong focus on collaboration and resource sharing within cybersecurity automation; pick agentic-awesome-skills if library of agentic skills for various AI agents, offering over 1,900 installable skills across multiple domains. [Shuffle](https://shuffler.io) reports 2.4k GitHub stars, 430 forks, and 492 open issues, last pushed Sep 18, 2026. [agentic-awesome-skills](https://sickn33.github.io/agentic-awesome-skills/) has 47k stars, 6.8k forks, and 1 open issues, last pushed Sep 19, 2026. Figures are from public GitHub metadata via [Shuffle's repository](https://github.com/Shuffle/Shuffle) and [agentic-awesome-skills's repository](https://github.com/sickn33/agentic-awesome-skills). | | [Shuffle](/tools/shuffle-shuffle.md) | [agentic-awesome-skills](/tools/sickn33-antigravity-awesome-skills.md) | | --- | --- | --- | | Tagline | A general purpose security automation platform | Library of agentic skills for various AI agents | | Stars | 2,440 | 46,613 | | Forks | 430 | 6,799 | | Open issues | 492 | 1 | | Language | JavaScript | Python | | Adopt for | Shuffle is notable for its strong focus on collaboration and resource sharing within cybersecurity automation. | Library of agentic skills for various AI agents, offering over 1,900 installable skills across multiple domains. | | Persona | - | - | | Runtime | - | - | | License | AGPL-3.0 | MIT | | Categories | Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Shuffle](/tools/shuffle-shuffle.md) | [agentic-awesome-skills](/tools/sickn33-antigravity-awesome-skills.md) | | --- | --- | --- | | Open issues (now) | 492 | 1 | | Stars delta | +31 (30d) | +1.5k (30d) | | Open issues delta | +4 (30d) | -11 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/shuffle-shuffle/trust.md) | [trust report](/tools/sickn33-antigravity-awesome-skills/trust.md) | ## Decision facts: Shuffle - **Adopt for:** Shuffle is notable for its strong focus on collaboration and resource sharing within cybersecurity automation. ## Decision facts: agentic-awesome-skills - **Pricing:** freemium - The tool is primarily free and open-source under MIT license, though contributions are likely welcomed for more comprehensive or specialized skills. - **Requirements:** Min 2 GB RAM - **Adopt for:** Library of agentic skills for various AI agents, offering over 1,900 installable skills across multiple domains. ## Choose when ### Choose Shuffle if… - Shuffle is primarily JavaScript; agentic-awesome-skills is Python. - License: Shuffle is AGPL-3.0, agentic-awesome-skills is MIT. - Tags unique to Shuffle: automation, cybersecurity, discord, integrations. - Shuffle ships Docker support for self-hosted deployment. - When there is a need to enhance security workflows through collaborative effort and automated task management. ### Choose agentic-awesome-skills if… - agentic-awesome-skills is primarily Python; Shuffle is JavaScript. - License: agentic-awesome-skills is MIT, Shuffle is AGPL-3.0. - Pricing: The tool is primarily free and open-source under MIT license, though contributions are likely welcomed for more comprehensive or specialized skills.. - Requirements: Min 2 GB RAM. - Tags unique to agentic-awesome-skills: agent-skills, ai-agents, developer-tools. - Also covers AI Agents. - - When you need to enhance a specific domain's functionality with dedicated plugins provided by the library. This tool excels when your AI agent is expected to perform specialized tasks. ## When NOT to use Shuffle - If the project requires an open-source friendly licensing model that avoids AGPLv3, as Shuffle's backend is licensed under this more restrictive license compared to some competitors. ## When NOT to use agentic-awesome-skills - - If you are only interested in a few specific skills or plugins available through other dedicated repositories that offer more tailored services. - - When your project specifically requires integration with platforms not supported by 'agentic-awesome-skills', such as unique proprietary AI systems without existing support from the library. ## Common questions ### What is the difference between Shuffle and agentic-awesome-skills? Shuffle: A general purpose security automation platform. agentic-awesome-skills: Library of agentic skills for various AI agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose Shuffle over agentic-awesome-skills? Choose Shuffle over agentic-awesome-skills when Shuffle is primarily JavaScript; agentic-awesome-skills is Python; License: Shuffle is AGPL-3.0, agentic-awesome-skills is MIT; Tags unique to Shuffle: automation, cybersecurity, discord, integrations; Shuffle ships Docker support for self-hosted deployment; When there is a need to enhance security workflows through collaborative effort and automated task management. ### When should I choose agentic-awesome-skills over Shuffle? Choose agentic-awesome-skills over Shuffle when agentic-awesome-skills is primarily Python; Shuffle is JavaScript; License: agentic-awesome-skills is MIT, Shuffle is AGPL-3.0; Pricing: The tool is primarily free and open-source under MIT license, though contributions are likely welcomed for more comprehensive or specialized skills.; Requirements: Min 2 GB RAM; Tags unique to agentic-awesome-skills: agent-skills, ai-agents, developer-tools; Also covers AI Agents; - When you need to enhance a specific domain's functionality with dedicated plugins provided by the library. This tool excels when your AI agent is expected to perform specialized tasks. ### When should I avoid Shuffle? If the project requires an open-source friendly licensing model that avoids AGPLv3, as Shuffle's backend is licensed under this more restrictive license compared to some competitors. ### When should I avoid agentic-awesome-skills? - If you are only interested in a few specific skills or plugins available through other dedicated repositories that offer more tailored services. - When your project specifically requires integration with platforms not supported by 'agentic-awesome-skills', such as unique proprietary AI systems without existing support from the library. ### Is Shuffle or agentic-awesome-skills more popular on GitHub? agentic-awesome-skills has more GitHub stars (46,613 vs 2,440). Stars measure visibility, not whether either tool fits your constraints. ### Are Shuffle and agentic-awesome-skills open source? Yes - both are open-source projects on GitHub (Shuffle: AGPL-3.0, agentic-awesome-skills: MIT). ### Where can I find alternatives to Shuffle or agentic-awesome-skills? GraphCanon lists graph-backed alternatives at [Shuffle alternatives](/tools/shuffle-shuffle/alternatives) and [agentic-awesome-skills alternatives](/tools/sickn33-antigravity-awesome-skills/alternatives) ([Shuffle markdown twin](/tools/shuffle-shuffle/alternatives.md), [agentic-awesome-skills markdown twin](/tools/sickn33-antigravity-awesome-skills/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/shuffle-shuffle-vs-sickn33-antigravity-awesome-skills.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Shuffle or agentic-awesome-skills? Shuffle: Very active. agentic-awesome-skills: 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 Shuffle and agentic-awesome-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Shuffle trust report](/tools/shuffle-shuffle/trust); [agentic-awesome-skills trust report](/tools/sickn33-antigravity-awesome-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=shuffle-shuffle`](/api/graphcanon/graph?tool=shuffle-shuffle) - 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/_