--- title: "quals-2023 vs agentic-awesome-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/nautilus-institute-quals-2023-vs-sickn33-antigravity-awesome-skills" tools: ["nautilus-institute-quals-2023", "sickn33-antigravity-awesome-skills"] --- # quals-2023 vs agentic-awesome-skills *GraphCanon updated Aug 19, 2026* ## Verdict Pick quals-2023 if quals-2023 is specific to DEF CON 31 CTF Qualifiers with source code primarily in C; pick agentic-awesome-skills if library of agentic skills for various AI agents, offering over 1,900 installable skills across multiple domains. [quals-2023](https://github.com/Nautilus-Institute/quals-2023) reports 128 GitHub stars, 11 forks, and 0 open issues, last pushed Jun 9, 2023. [agentic-awesome-skills](https://sickn33.github.io/agentic-awesome-skills/) has 45k stars, 6.6k forks, and 12 open issues, last pushed Aug 19, 2026. Figures are from public GitHub metadata via [quals-2023's repository](https://github.com/Nautilus-Institute/quals-2023) and [agentic-awesome-skills's repository](https://github.com/sickn33/agentic-awesome-skills). | | [quals-2023](/tools/nautilus-institute-quals-2023.md) | [agentic-awesome-skills](/tools/sickn33-antigravity-awesome-skills.md) | | --- | --- | --- | | Tagline | Source code for DEF CON 31 CTF Qualifiers | Library of agentic skills for various AI agents | | Stars | 128 | 45,139 | | Forks | 11 | 6,610 | | Open issues | 0 | 12 | | Language | C | Python | | Adopt for | Quals-2023 is specific to DEF CON 31 CTF Qualifiers with source code primarily in C. | Library of agentic skills for various AI agents, offering over 1,900 installable skills across multiple domains. | | Persona | - | - | | Runtime | - | - | | License | - | MIT | | Categories | Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [quals-2023](/tools/nautilus-institute-quals-2023.md) | [agentic-awesome-skills](/tools/sickn33-antigravity-awesome-skills.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 1153d | 0d | | Open issues (now) | 0 | 12 | | Stars delta | Unknown | +1.5k (30d) | | Open issues delta | Unknown | +11 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/nautilus-institute-quals-2023/trust.md) | [trust report](/tools/sickn33-antigravity-awesome-skills/trust.md) | ## Decision facts: quals-2023 - **Adopt for:** Quals-2023 is specific to DEF CON 31 CTF Qualifiers with source code primarily in C. ## 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 quals-2023 if… - quals-2023 is primarily C; agentic-awesome-skills is Python. - Tags unique to quals-2023: ctf, cybersecurity, def con. - When preparing for competitive coding challenges similar to the DEF CON Capture The Flag (CTF) qualifiers that focus on reverse engineering or exploit development using C. ### Choose agentic-awesome-skills if… - agentic-awesome-skills is primarily Python; quals-2023 is C. - 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 quals-2023 - When seeking general-purpose developer tools that do not target cybersecurity or competitive programming scenarios specific to CTFs. - For development projects requiring multi-language support, as the content is centered around C. - If you are looking for comprehensive documentation on software development processes outside of CTF contexts. ## 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 quals-2023 and agentic-awesome-skills? quals-2023: Source code for DEF CON 31 CTF Qualifiers. 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 quals-2023 over agentic-awesome-skills? Choose quals-2023 over agentic-awesome-skills when quals-2023 is primarily C; agentic-awesome-skills is Python; Tags unique to quals-2023: ctf, cybersecurity, def con; When preparing for competitive coding challenges similar to the DEF CON Capture The Flag (CTF) qualifiers that focus on reverse engineering or exploit development using C. ### When should I choose agentic-awesome-skills over quals-2023? Choose agentic-awesome-skills over quals-2023 when agentic-awesome-skills is primarily Python; quals-2023 is C; 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 quals-2023? When seeking general-purpose developer tools that do not target cybersecurity or competitive programming scenarios specific to CTFs. For development projects requiring multi-language support, as the content is centered around C. If you are looking for comprehensive documentation on software development processes outside of CTF contexts. ### 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 quals-2023 or agentic-awesome-skills more popular on GitHub? agentic-awesome-skills has more GitHub stars (45,139 vs 128). Stars measure visibility, not whether either tool fits your constraints. ### Are quals-2023 and agentic-awesome-skills open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to quals-2023 or agentic-awesome-skills? GraphCanon lists graph-backed alternatives at [quals-2023 alternatives](/tools/nautilus-institute-quals-2023/alternatives) and [agentic-awesome-skills alternatives](/tools/sickn33-antigravity-awesome-skills/alternatives) ([quals-2023 markdown twin](/tools/nautilus-institute-quals-2023/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/nautilus-institute-quals-2023-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, quals-2023 or agentic-awesome-skills? quals-2023: Dormant. 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 quals-2023 and agentic-awesome-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [quals-2023 trust report](/tools/nautilus-institute-quals-2023/trust); [agentic-awesome-skills trust report](/tools/sickn33-antigravity-awesome-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=nautilus-institute-quals-2023`](/api/graphcanon/graph?tool=nautilus-institute-quals-2023) - 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/_