--- title: "google-research vs agentic-awesome-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/google-research-google-research-vs-sickn33-antigravity-awesome-skills" tools: ["google-research-google-research", "sickn33-antigravity-awesome-skills"] --- # google-research vs agentic-awesome-skills *GraphCanon updated Jul 11, 2026* ## Verdict Pick google-research when google-research is primarily Jupyter Notebook; agentic-awesome-skills is Python; pick agentic-awesome-skills when agentic-awesome-skills is primarily Python; google-research is Jupyter Notebook. [google-research](https://research.google) reports 38k GitHub stars, 8.5k forks, and 2.0k open issues, last pushed Jul 11, 2026. [agentic-awesome-skills](https://sickn33.github.io/agentic-awesome-skills/) has 43k stars, 6.8k forks, and 2 open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [google-research's repository](https://github.com/google-research/google-research) and [agentic-awesome-skills's repository](https://github.com/sickn33/agentic-awesome-skills). | | [google-research](/tools/google-research-google-research.md) | [agentic-awesome-skills](/tools/sickn33-antigravity-awesome-skills.md) | | --- | --- | --- | | Tagline | Google Research | Library of agentic skills for various AI agents | | Stars | 38,353 | 42,843 | | Forks | 8,458 | 6,805 | | Open issues | 1,981 | 2 | | Language | Jupyter Notebook | Python | | Adopt for | - | Library of agentic skills for various AI agents, offering over 1,900 installable skills across multiple domains. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [google-research](/tools/google-research-google-research.md) | [agentic-awesome-skills](/tools/sickn33-antigravity-awesome-skills.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 2.0k | 2 | | Owner type | Organization | User | | Security scan | No lockfile | No criticals | | Full report | [trust report](/tools/google-research-google-research/trust.md) | [trust report](/tools/sickn33-antigravity-awesome-skills/trust.md) | ## 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 google-research if… - google-research is primarily Jupyter Notebook; agentic-awesome-skills is Python. - License: google-research is Apache-2.0, agentic-awesome-skills is MIT. - Tags unique to google-research: research, ai, machine-learning, jupyter notebook. ### Choose agentic-awesome-skills if… - agentic-awesome-skills is primarily Python; google-research is Jupyter Notebook. - License: agentic-awesome-skills is MIT, google-research is Apache-2.0. - 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, developer-tools, ai-agents. - 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 google-research - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## 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 google-research and agentic-awesome-skills? google-research: Google Research. 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 google-research over agentic-awesome-skills? Choose google-research over agentic-awesome-skills when google-research is primarily Jupyter Notebook; agentic-awesome-skills is Python; License: google-research is Apache-2.0, agentic-awesome-skills is MIT; Tags unique to google-research: research, ai, machine-learning, jupyter notebook. ### When should I choose agentic-awesome-skills over google-research? Choose agentic-awesome-skills over google-research when agentic-awesome-skills is primarily Python; google-research is Jupyter Notebook; License: agentic-awesome-skills is MIT, google-research is Apache-2.0; 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, developer-tools, ai-agents; 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 google-research? Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### 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 google-research or agentic-awesome-skills more popular on GitHub? agentic-awesome-skills has more GitHub stars (42,843 vs 38,353). Stars measure visibility, not whether either tool fits your constraints. ### Are google-research and agentic-awesome-skills open source? Yes - both are open-source projects on GitHub (google-research: Apache-2.0, agentic-awesome-skills: MIT). ### Where can I find alternatives to google-research or agentic-awesome-skills? GraphCanon lists graph-backed alternatives at [google-research alternatives](/tools/google-research-google-research/alternatives) and [agentic-awesome-skills alternatives](/tools/sickn33-antigravity-awesome-skills/alternatives) ([google-research markdown twin](/tools/google-research-google-research/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/google-research-google-research-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, google-research or agentic-awesome-skills? google-research: 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 google-research and agentic-awesome-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [google-research trust report](/tools/google-research-google-research/trust); [agentic-awesome-skills trust report](/tools/sickn33-antigravity-awesome-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=google-research-google-research`](/api/graphcanon/graph?tool=google-research-google-research) - 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/_