--- title: "adaptive-retrieval vs agentic-awesome-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/alextmallen-adaptive-retrieval-vs-sickn33-antigravity-awesome-skills" tools: ["alextmallen-adaptive-retrieval", "sickn33-antigravity-awesome-skills"] --- # adaptive-retrieval vs agentic-awesome-skills *GraphCanon updated Jul 11, 2026* ## Verdict Pick adaptive-retrieval when tags unique to adaptive-retrieval: python; pick agentic-awesome-skills when pricing: The tool is primarily free and open-source under MIT license, though contributions are likely welcomed for more comprehensive or specialized skills.. [adaptive-retrieval](https://github.com/AlexTMallen/adaptive-retrieval) reports 192 GitHub stars, 12 forks, and 0 open issues, last pushed Jul 2, 2025. [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 [adaptive-retrieval's repository](https://github.com/AlexTMallen/adaptive-retrieval) and [agentic-awesome-skills's repository](https://github.com/sickn33/agentic-awesome-skills). | | [adaptive-retrieval](/tools/alextmallen-adaptive-retrieval.md) | [agentic-awesome-skills](/tools/sickn33-antigravity-awesome-skills.md) | | --- | --- | --- | | Tagline | adaptive-retrieval | Library of agentic skills for various AI agents | | Stars | 192 | 42,843 | | Forks | 12 | 6,805 | | Open issues | 0 | 2 | | Language | Python | Python | | Adopt for | - | Library of agentic skills for various AI agents, offering over 1,900 installable skills across multiple domains. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [adaptive-retrieval](/tools/alextmallen-adaptive-retrieval.md) | [agentic-awesome-skills](/tools/sickn33-antigravity-awesome-skills.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 374d | 1d | | Open issues (now) | 0 | 2 | | Full report | [trust report](/tools/alextmallen-adaptive-retrieval/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 adaptive-retrieval if… - Tags unique to adaptive-retrieval: python. - Leaner open-issue backlog (0). ### Choose agentic-awesome-skills if… - 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 adaptive-retrieval - Last GitHub push was 374 days ago (dormant maintenance, Jul 2, 2025). Validate activity before betting a new project on adaptive-retrieval. - 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 adaptive-retrieval and agentic-awesome-skills? adaptive-retrieval: adaptive-retrieval. 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 adaptive-retrieval over agentic-awesome-skills? Choose adaptive-retrieval over agentic-awesome-skills when Tags unique to adaptive-retrieval: python; Leaner open-issue backlog (0). ### When should I choose agentic-awesome-skills over adaptive-retrieval? Choose agentic-awesome-skills over adaptive-retrieval when 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 adaptive-retrieval? Last GitHub push was 374 days ago (dormant maintenance, Jul 2, 2025). Validate activity before betting a new project on adaptive-retrieval. 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 adaptive-retrieval or agentic-awesome-skills more popular on GitHub? agentic-awesome-skills has more GitHub stars (42,843 vs 192). Stars measure visibility, not whether either tool fits your constraints. ### Are adaptive-retrieval and agentic-awesome-skills open source? Yes - both are open-source projects on GitHub (adaptive-retrieval: MIT, agentic-awesome-skills: MIT). ### Where can I find alternatives to adaptive-retrieval or agentic-awesome-skills? GraphCanon lists graph-backed alternatives at [adaptive-retrieval alternatives](/tools/alextmallen-adaptive-retrieval/alternatives) and [agentic-awesome-skills alternatives](/tools/sickn33-antigravity-awesome-skills/alternatives) ([adaptive-retrieval markdown twin](/tools/alextmallen-adaptive-retrieval/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/alextmallen-adaptive-retrieval-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, adaptive-retrieval or agentic-awesome-skills? adaptive-retrieval: 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 adaptive-retrieval and agentic-awesome-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [adaptive-retrieval trust report](/tools/alextmallen-adaptive-retrieval/trust); [agentic-awesome-skills trust report](/tools/sickn33-antigravity-awesome-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=alextmallen-adaptive-retrieval`](/api/graphcanon/graph?tool=alextmallen-adaptive-retrieval) - 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/_