Comparison
DB-GPT-Hub vs academic-research-skills
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.
Markdown twin · DB-GPT-Hub alternatives · academic-research-skills alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | DB-GPT-Hub | academic-research-skills |
|---|---|---|
| Maintenance | Dormant (374d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- 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
Stars
- DB-GPT-Hub
- 2.0k
- academic-research-skills
- 37k
Forks
- DB-GPT-Hub
- 250
- academic-research-skills
- 3.0k
Open issues
- DB-GPT-Hub
- 73
- academic-research-skills
- 9
Language
- DB-GPT-Hub
- Python
- academic-research-skills
- Python
Adopt for
- DB-GPT-Hub
- -
- academic-research-skills
- -
Persona
- DB-GPT-Hub
- -
- academic-research-skills
- -
Runtime
- DB-GPT-Hub
- -
- academic-research-skills
- -
License
- DB-GPT-Hub
- MIT
- academic-research-skills
- Other
Last pushed
- DB-GPT-Hub
- Jul 2, 2025
- academic-research-skills
- Jul 11, 2026
Categories
- DB-GPT-Hub
- LLM Frameworks
- academic-research-skills
- Data & Retrieval, LLM Frameworks
Trust and health
Maintenance
- DB-GPT-Hub
- Dormant (18%)
- academic-research-skills
- Very active (96%)
Days since push
- DB-GPT-Hub
- 374d
- academic-research-skills
- 0d
Open issues (now)
- DB-GPT-Hub
- 73
- academic-research-skills
- 9
Owner type
- DB-GPT-Hub
- Organization
- academic-research-skills
- User
Full report
- DB-GPT-Hub
- Trust report
- academic-research-skills
- Trust report
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (eosphoros-ai/DB-GPT-Hub) · observed Jul 11, 2026
- GitHub forks (eosphoros-ai/DB-GPT-Hub) · observed Jul 11, 2026
- Last push (eosphoros-ai/DB-GPT-Hub) · observed Jul 2, 2025
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Imbad0202/academic-research-skills) · observed Jul 11, 2026
- GitHub forks (Imbad0202/academic-research-skills) · observed Jul 11, 2026
- Last push (Imbad0202/academic-research-skills) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: DB-GPT-Hub 2.0k · academic-research-skills 37k (synced Jul 11, 2026).
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 and academic-research-skills alternatives (DB-GPT-Hub markdown twin, academic-research-skills markdown twin), 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 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; academic-research-skills trust report.