Comparison
CommonGen-Eval vs academic-research-skills
Verdict
Pick CommonGen-Eval when license: CommonGen-Eval is Apache-2.0, academic-research-skills is Other; pick academic-research-skills when license: academic-research-skills is Other, CommonGen-Eval is Apache-2.0.
Markdown twin · CommonGen-Eval alternatives · academic-research-skills alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | CommonGen-Eval | academic-research-skills |
|---|---|---|
| Maintenance | Dormant (846d since push) As of today · github_public_v1 | Very active (0d since push) As of 4d · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of 4d · github_public_v1 |
| OSV dependency advisories | Published findings 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
- CommonGen-Eval
- Evaluating LLMs with CommonGen-Lite
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
Stars
- CommonGen-Eval
- 95
- academic-research-skills
- 37k
Forks
- CommonGen-Eval
- 3
- academic-research-skills
- 3.0k
Open issues
- CommonGen-Eval
- 1
- academic-research-skills
- 9
Language
- CommonGen-Eval
- Python
- academic-research-skills
- Python
Adopt for
- CommonGen-Eval
- -
- academic-research-skills
- -
Persona
- CommonGen-Eval
- -
- academic-research-skills
- -
Runtime
- CommonGen-Eval
- -
- academic-research-skills
- -
License
- CommonGen-Eval
- Apache-2.0
- academic-research-skills
- Other
Last pushed
- CommonGen-Eval
- Mar 21, 2024
- academic-research-skills
- Jul 11, 2026
Categories
- CommonGen-Eval
- Evaluation & Observability, LLM Frameworks
- academic-research-skills
- Data & Retrieval, LLM Frameworks
Trust and health
Maintenance
- CommonGen-Eval
- Dormant (18%)
- academic-research-skills
- Very active (96%)
Days since push
- CommonGen-Eval
- 846d
- academic-research-skills
- 0d
Open issues (now)
- CommonGen-Eval
- 1
- academic-research-skills
- 9
Owner type
- CommonGen-Eval
- Organization
- academic-research-skills
- User
OSV dependency advisories
- CommonGen-Eval
- Published findings
- academic-research-skills
- No lockfile (source not queried)
Full report
- CommonGen-Eval
- Trust report
- academic-research-skills
- Trust report
Choose CommonGen-Eval if…
- License: CommonGen-Eval is Apache-2.0, academic-research-skills is Other.
- Tags unique to CommonGen-Eval: chatgpt, evaluation, gpt-evaluation, llama2.
- Also covers Evaluation & Observability.
When NOT to use CommonGen-Eval
- Last GitHub push was 846 days ago (dormant maintenance, Mar 21, 2024). Validate activity before betting a new project on CommonGen-Eval.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- 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, CommonGen-Eval is Apache-2.0.
- 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 (allenai/CommonGen-Eval) · observed Jul 15, 2026
- GitHub forks (allenai/CommonGen-Eval) · observed Jul 15, 2026
- Last push (allenai/CommonGen-Eval) · observed Mar 21, 2024
- License file (Apache-2.0) · 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: CommonGen-Eval 95 · academic-research-skills 37k (synced Jul 15, 2026).
Common questions
- What is the difference between CommonGen-Eval and academic-research-skills?
- CommonGen-Eval: Evaluating LLMs with CommonGen-Lite. 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 CommonGen-Eval over academic-research-skills?
- Choose CommonGen-Eval over academic-research-skills when License: CommonGen-Eval is Apache-2.0, academic-research-skills is Other; Tags unique to CommonGen-Eval: chatgpt, evaluation, gpt-evaluation, llama2; Also covers Evaluation & Observability.
- When should I choose academic-research-skills over CommonGen-Eval?
- Choose academic-research-skills over CommonGen-Eval when License: academic-research-skills is Other, CommonGen-Eval is Apache-2.0; Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude; Also covers Data & Retrieval.
- When should I avoid CommonGen-Eval?
- Last GitHub push was 846 days ago (dormant maintenance, Mar 21, 2024). Validate activity before betting a new project on CommonGen-Eval. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. 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 CommonGen-Eval or academic-research-skills more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 95). Stars measure visibility, not whether either tool fits your constraints.
- Are CommonGen-Eval and academic-research-skills open source?
- Yes - both are open-source projects on GitHub (CommonGen-Eval: Apache-2.0, academic-research-skills: Other).
- Where can I find alternatives to CommonGen-Eval or academic-research-skills?
- GraphCanon lists graph-backed alternatives at CommonGen-Eval alternatives and academic-research-skills alternatives (CommonGen-Eval 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, CommonGen-Eval or academic-research-skills?
- CommonGen-Eval: 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 CommonGen-Eval and academic-research-skills?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: CommonGen-Eval trust report; academic-research-skills trust report.