Comparison
dataroom vs academic-research-skills
Verdict
Pick dataroom when license: dataroom is MIT, academic-research-skills is Other; pick academic-research-skills when license: academic-research-skills is Other, dataroom is MIT.
Markdown twin · dataroom alternatives · academic-research-skills alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | dataroom | academic-research-skills |
|---|---|---|
| Maintenance | Active (24d since push) As of today · github_public_v1 | Very active (0d since push) As of 4d · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of 4d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No lockfile (source not queried) As of 4d · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- dataroom
- Give a query, get a dataroom. Pi + self-hosted Qwen3.6 research harness on a single L4.
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
Stars
- dataroom
- 181
- academic-research-skills
- 37k
Forks
- dataroom
- 17
- academic-research-skills
- 3.0k
Open issues
- dataroom
- 3
- academic-research-skills
- 9
Language
- dataroom
- Python
- academic-research-skills
- Python
Adopt for
- dataroom
- -
- academic-research-skills
- -
Persona
- dataroom
- -
- academic-research-skills
- -
Runtime
- dataroom
- -
- academic-research-skills
- -
License
- dataroom
- MIT
- academic-research-skills
- Other
Last pushed
- dataroom
- Jun 20, 2026
- academic-research-skills
- Jul 11, 2026
Categories
- dataroom
- LLM Frameworks
- academic-research-skills
- Data & Retrieval, LLM Frameworks
Trust and health
Maintenance
- dataroom
- Active (82%)
- academic-research-skills
- Very active (96%)
Days since push
- dataroom
- 24d
- academic-research-skills
- 0d
Open issues (now)
- dataroom
- 3
- academic-research-skills
- 9
Full report
- dataroom
- Trust report
- academic-research-skills
- Trust report
Choose dataroom if…
- License: dataroom is MIT, academic-research-skills is Other.
- Tags unique to dataroom: harness, local-llm, pi, python.
- Leaner open-issue backlog (3).
When NOT to use dataroom
- 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, dataroom is MIT.
- Tags unique to academic-research-skills: academic-pipeline, 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 (hanxiao/dataroom) · observed Jul 15, 2026
- GitHub forks (hanxiao/dataroom) · observed Jul 15, 2026
- Last push (hanxiao/dataroom) · observed Jun 20, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 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: dataroom 181 · academic-research-skills 37k (synced Jul 15, 2026).
Common questions
- What is the difference between dataroom and academic-research-skills?
- dataroom: Give a query, get a dataroom. Pi + self-hosted Qwen3.6 research harness on a single L4.. 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 dataroom over academic-research-skills?
- Choose dataroom over academic-research-skills when License: dataroom is MIT, academic-research-skills is Other; Tags unique to dataroom: harness, local-llm, pi, python; Leaner open-issue backlog (3).
- When should I choose academic-research-skills over dataroom?
- Choose academic-research-skills over dataroom when License: academic-research-skills is Other, dataroom is MIT; Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude; Also covers Data & Retrieval.
- When should I avoid dataroom?
- 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 dataroom or academic-research-skills more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 181). Stars measure visibility, not whether either tool fits your constraints.
- Are dataroom and academic-research-skills open source?
- Yes - both are open-source projects on GitHub (dataroom: MIT, academic-research-skills: Other).
- Where can I find alternatives to dataroom or academic-research-skills?
- GraphCanon lists graph-backed alternatives at dataroom alternatives and academic-research-skills alternatives (dataroom 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, dataroom or academic-research-skills?
- dataroom: Active. 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 dataroom and academic-research-skills?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: dataroom trust report; academic-research-skills trust report.