--- title: "DB-GPT-Hub vs academic-research-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/eosphoros-ai-db-gpt-hub-vs-imbad0202-academic-research-skills" tools: ["eosphoros-ai-db-gpt-hub", "imbad0202-academic-research-skills"] --- # DB-GPT-Hub vs academic-research-skills *GraphCanon updated Jul 11, 2026* ## Verdict Pick DB-GPT-Hub when license: DB-GPT-Hub is MIT, academic-research-skills is Other; pick academic-research-skills when license: academic-research-skills is Other, DB-GPT-Hub is MIT. [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub) reports 2.0k GitHub stars, 250 forks, and 73 open issues, last pushed Jul 2, 2025. [academic-research-skills](https://buymeacoffee.com/crucify020v) has 37k stars, 3.0k forks, and 9 open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [DB-GPT-Hub's repository](https://github.com/eosphoros-ai/DB-GPT-Hub) and [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills). | | [DB-GPT-Hub](/tools/eosphoros-ai-db-gpt-hub.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Tagline | A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL | Academic Research Skills for Claude Code: research → write → review → revise → finalize | | Stars | 1,997 | 37,300 | | Forks | 250 | 3,043 | | Open issues | 73 | 9 | | Language | Python | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | LLM Frameworks | Data & Retrieval, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [DB-GPT-Hub](/tools/eosphoros-ai-db-gpt-hub.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 374d | 0d | | Open issues (now) | 73 | 9 | | Owner type | Organization | User | | Full report | [trust report](/tools/eosphoros-ai-db-gpt-hub/trust.md) | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | ## Choose when ### Choose DB-GPT-Hub if… - License: DB-GPT-Hub is MIT, academic-research-skills is Other. - Tags unique to DB-GPT-Hub: fine-tuning, llm, datasets, hacktoberfest. ### Choose academic-research-skills if… - License: academic-research-skills is Other, DB-GPT-Hub is MIT. - Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude. - Also covers Data & Retrieval. ## When NOT to use DB-GPT-Hub - Last GitHub push was 375 days ago (dormant maintenance, Jul 2, 2025). Validate activity before betting a new project on DB-GPT-Hub. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## When NOT to use academic-research-skills - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between DB-GPT-Hub and academic-research-skills? DB-GPT-Hub: A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL. academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. See the comparison table for live GitHub stats and shared categories. ### When should I choose DB-GPT-Hub over academic-research-skills? Choose DB-GPT-Hub over academic-research-skills when License: DB-GPT-Hub is MIT, academic-research-skills is Other; Tags unique to DB-GPT-Hub: fine-tuning, llm, datasets, hacktoberfest. ### When should I choose academic-research-skills over DB-GPT-Hub? Choose academic-research-skills over DB-GPT-Hub when License: academic-research-skills is Other, DB-GPT-Hub is MIT; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval. ### When should I avoid DB-GPT-Hub? Last GitHub push was 375 days ago (dormant maintenance, Jul 2, 2025). Validate activity before betting a new project on DB-GPT-Hub. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### When should I avoid academic-research-skills? Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is DB-GPT-Hub or academic-research-skills more popular on GitHub? academic-research-skills has more GitHub stars (37,300 vs 1,997). Stars measure visibility, not whether either tool fits your constraints. ### Are DB-GPT-Hub and academic-research-skills open source? Yes - both are open-source projects on GitHub (DB-GPT-Hub: MIT, academic-research-skills: Other). ### Where can I find alternatives to DB-GPT-Hub or academic-research-skills? GraphCanon lists graph-backed alternatives at [DB-GPT-Hub alternatives](/tools/eosphoros-ai-db-gpt-hub/alternatives) and [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) ([DB-GPT-Hub markdown twin](/tools/eosphoros-ai-db-gpt-hub/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/eosphoros-ai-db-gpt-hub-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, DB-GPT-Hub or academic-research-skills? DB-GPT-Hub: 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 DB-GPT-Hub and academic-research-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [DB-GPT-Hub trust report](/tools/eosphoros-ai-db-gpt-hub/trust); [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=eosphoros-ai-db-gpt-hub`](/api/graphcanon/graph?tool=eosphoros-ai-db-gpt-hub) - 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/_