--- title: "RGB vs academic-research-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/chen700564-rgb-vs-imbad0202-academic-research-skills" tools: ["chen700564-rgb", "imbad0202-academic-research-skills"] --- # RGB vs academic-research-skills *GraphCanon updated Aug 1, 2026* ## Verdict Pick RGB if rGB is a Python package with no descriptive summary or topics, available under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 license; pick academic-research-skills if a guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases. [RGB](https://github.com/chen700564/RGB) reports 371 GitHub stars, 39 forks, and 17 open issues, last pushed May 17, 2024. [academic-research-skills](https://buymeacoffee.com/crucify020v) has 40k stars, 3.2k forks, and 21 open issues, last pushed Jul 27, 2026. Figures are from public GitHub metadata via [RGB's repository](https://github.com/chen700564/RGB) and [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills). | | [RGB](/tools/chen700564-rgb.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Tagline | RGB | Workflow for academic research and writing with AI tools | | Stars | 371 | 39,776 | | Forks | 39 | 3,188 | | Open issues | 17 | 21 | | Language | Python | Python | | Adopt for | RGB is a Python package with no descriptive summary or topics, available under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 license. | A guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases. | | Persona | - | - | | Runtime | - | - | | License | Other | Other | | Categories | Developer Tools | Developer Tools, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [RGB](/tools/chen700564-rgb.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 806d | 0d | | Open issues (now) | 17 | 21 | | Full report | [trust report](/tools/chen700564-rgb/trust.md) | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | ## Decision facts: RGB - **Adopt for:** RGB is a Python package with no descriptive summary or topics, available under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 license. ## Decision facts: academic-research-skills - **Adopt for:** A guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases. ## Choose when ### Choose RGB if… - Tags unique to RGB: python. - When you need a tool licensed for non-commercial use only and willing to seek permissions for commercial scenarios. - Leaner open-issue backlog (17). ### Choose academic-research-skills if… - Tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research, prompt-engineering. - Also covers Evaluation & Observability. - Research projects requiring detailed literature reviews ## When NOT to use RGB - Avoid if your project requires commercial licensing without seeking additional permissions. ## When NOT to use academic-research-skills - Tasks that do not involve academic or formal writing environments - Projects focused on learning Claude Code without an academic context - Situations where human judgment is prioritized over AI suggestions ## Common questions ### What is the difference between RGB and academic-research-skills? RGB: RGB. academic-research-skills: Workflow for academic research and writing with AI tools. See the comparison table for live GitHub stats and shared categories. ### When should I choose RGB over academic-research-skills? Choose RGB over academic-research-skills when Tags unique to RGB: python; When you need a tool licensed for non-commercial use only and willing to seek permissions for commercial scenarios; Leaner open-issue backlog (17). ### When should I choose academic-research-skills over RGB? Choose academic-research-skills over RGB when Tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research, prompt-engineering; Also covers Evaluation & Observability; Research projects requiring detailed literature reviews. ### When should I avoid RGB? Avoid if your project requires commercial licensing without seeking additional permissions. ### When should I avoid academic-research-skills? Tasks that do not involve academic or formal writing environments Projects focused on learning Claude Code without an academic context Situations where human judgment is prioritized over AI suggestions ### Is RGB or academic-research-skills more popular on GitHub? academic-research-skills has more GitHub stars (39,776 vs 371). Stars measure visibility, not whether either tool fits your constraints. ### Are RGB and academic-research-skills open source? Yes - both are open-source projects on GitHub (RGB: Other, academic-research-skills: Other). ### Where can I find alternatives to RGB or academic-research-skills? GraphCanon lists graph-backed alternatives at [RGB alternatives](/tools/chen700564-rgb/alternatives) and [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) ([RGB markdown twin](/tools/chen700564-rgb/alternatives.md), [academic-research-skills markdown twin](/tools/imbad0202-academic-research-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/chen700564-rgb-vs-imbad0202-academic-research-skills.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, RGB or academic-research-skills? RGB: Dormant. academic-research-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 RGB and academic-research-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [RGB trust report](/tools/chen700564-rgb/trust); [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=chen700564-rgb`](/api/graphcanon/graph?tool=chen700564-rgb) - 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/_