--- title: "QA-Pilot vs agentic-awesome-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/reid41-qa-pilot-vs-sickn33-antigravity-awesome-skills" tools: ["reid41-qa-pilot", "sickn33-antigravity-awesome-skills"] --- # QA-Pilot vs agentic-awesome-skills *GraphCanon updated Sep 20, 2026* ## Verdict Pick QA-Pilot if qA-Pilot is an interactive chat tool for navigating and understanding GitHub repositories using LLMs, built with Svelte; pick agentic-awesome-skills if library of agentic skills for various AI agents, offering over 1,900 installable skills across multiple domains. [QA-Pilot](https://github.com/reid41/QA-Pilot) reports 327 GitHub stars, 42 forks, and 8 open issues, last pushed Sep 4, 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 [QA-Pilot's repository](https://github.com/reid41/QA-Pilot) and [agentic-awesome-skills's repository](https://github.com/sickn33/agentic-awesome-skills). | | [QA-Pilot](/tools/reid41-qa-pilot.md) | [agentic-awesome-skills](/tools/sickn33-antigravity-awesome-skills.md) | | --- | --- | --- | | Tagline | Interactive chat project for GitHub code repository navigation | Library of agentic skills for various AI agents | | Stars | 327 | 46,613 | | Forks | 42 | 6,799 | | Open issues | 8 | 1 | | Language | Svelte | Python | | Adopt for | QA-Pilot is an interactive chat tool for navigating and understanding GitHub repositories using LLMs, built with Svelte. | Library of agentic skills for various AI agents, offering over 1,900 installable skills across multiple domains. | | Persona | - | - | | Runtime | - | - | | License | The Apache-2.0 license allows use in both open-source and commercial contexts while requiring attribution. | MIT | | Categories | Developer Tools, LLM Frameworks | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [QA-Pilot](/tools/reid41-qa-pilot.md) | [agentic-awesome-skills](/tools/sickn33-antigravity-awesome-skills.md) | | --- | --- | --- | | Days since push | 2d | 0d | | Open issues (now) | 8 | 1 | | Stars delta | +1 (30d) | +1.5k (30d) | | Open issues delta | 0 (30d) | -11 (30d) | | Full report | [trust report](/tools/reid41-qa-pilot/trust.md) | [trust report](/tools/sickn33-antigravity-awesome-skills/trust.md) | ## Shared compatibility - **Node.js**: [QA-Pilot](/tools/reid41-qa-pilot.md) - Node.js runtime; [agentic-awesome-skills](/tools/sickn33-antigravity-awesome-skills.md) - Node.js runtime ## Decision facts: QA-Pilot - **Pricing:** freemium - Free under the Apache-2.0 license, but users might incur costs related to GPU usage for performance. - **Requirements:** Requires Docker; Requires Docker for setup.; Benefits from access to NVIDIA GPUs via Docker configurations for enhanced performance. - **Adopt for:** QA-Pilot is an interactive chat tool for navigating and understanding GitHub repositories using LLMs, built with Svelte. - **License detail:** The Apache-2.0 license allows use in both open-source and commercial contexts while requiring attribution. ## 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 QA-Pilot if… - QA-Pilot is primarily Svelte; agentic-awesome-skills is Python. - License: QA-Pilot is Apache-2.0, agentic-awesome-skills is MIT. - Pricing: Free under the Apache-2.0 license, but users might incur costs related to GPU usage for performance.. - Requirements: Requires Docker; Requires Docker for setup.; Benefits from access to NVIDIA GPUs via Docker configurations for enhanced performance.. - Tags unique to QA-Pilot: deepseek, glm, huggingface, langchain. - Also covers LLM Frameworks. - Use QA-Pilot if you need to leverage both local and online large language models (LLMs) for quick insights into GitHub code repositories. ### Choose agentic-awesome-skills if… - agentic-awesome-skills is primarily Python; QA-Pilot is Svelte. - License: agentic-awesome-skills is MIT, QA-Pilot 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, 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 QA-Pilot - Avoid using QA-Pilot if you do not have access to Docker or local GPU resources necessary for running the tool effectively. - QA-Pilot might not be suitable if your repository is large and complex, leading to potential performance issues with real-time LLM responses. ## 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 QA-Pilot and agentic-awesome-skills? QA-Pilot: Interactive chat project for GitHub code repository navigation. 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 QA-Pilot over agentic-awesome-skills? Choose QA-Pilot over agentic-awesome-skills when QA-Pilot is primarily Svelte; agentic-awesome-skills is Python; License: QA-Pilot is Apache-2.0, agentic-awesome-skills is MIT; Pricing: Free under the Apache-2.0 license, but users might incur costs related to GPU usage for performance.; Requirements: Requires Docker; Requires Docker for setup.; Benefits from access to NVIDIA GPUs via Docker configurations for enhanced performance.; Tags unique to QA-Pilot: deepseek, glm, huggingface, langchain; Also covers LLM Frameworks; Use QA-Pilot if you need to leverage both local and online large language models (LLMs) for quick insights into GitHub code repositories. ### When should I choose agentic-awesome-skills over QA-Pilot? Choose agentic-awesome-skills over QA-Pilot when agentic-awesome-skills is primarily Python; QA-Pilot is Svelte; License: agentic-awesome-skills is MIT, QA-Pilot 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, 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 QA-Pilot? Avoid using QA-Pilot if you do not have access to Docker or local GPU resources necessary for running the tool effectively. QA-Pilot might not be suitable if your repository is large and complex, leading to potential performance issues with real-time LLM responses. ### 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 QA-Pilot or agentic-awesome-skills more popular on GitHub? agentic-awesome-skills has more GitHub stars (46,613 vs 327). Stars measure visibility, not whether either tool fits your constraints. ### Are QA-Pilot and agentic-awesome-skills open source? Yes - both are open-source projects on GitHub (QA-Pilot: Apache-2.0, agentic-awesome-skills: MIT). ### Where can I find alternatives to QA-Pilot or agentic-awesome-skills? GraphCanon lists graph-backed alternatives at [QA-Pilot alternatives](/tools/reid41-qa-pilot/alternatives) and [agentic-awesome-skills alternatives](/tools/sickn33-antigravity-awesome-skills/alternatives) ([QA-Pilot markdown twin](/tools/reid41-qa-pilot/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/reid41-qa-pilot-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, QA-Pilot or agentic-awesome-skills? QA-Pilot: 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 QA-Pilot and agentic-awesome-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [QA-Pilot trust report](/tools/reid41-qa-pilot/trust); [agentic-awesome-skills trust report](/tools/sickn33-antigravity-awesome-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=reid41-qa-pilot`](/api/graphcanon/graph?tool=reid41-qa-pilot) - 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/_