Comparison
academic-research-skills vs ell
Verdict
Pick academic-research-skills when license: academic-research-skills is Other, ell is MIT; pick ell when license: ell is MIT, academic-research-skills is Other.
Markdown twin · academic-research-skills alternatives · ell alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | academic-research-skills | ell |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (400d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal 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
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
- ell
- A language model programming library.
Stars
- academic-research-skills
- 37k
- ell
- 5.9k
Forks
- academic-research-skills
- 3.0k
- ell
- 344
Open issues
- academic-research-skills
- 9
- ell
- 186
Language
- academic-research-skills
- Python
- ell
- Python
Adopt for
- academic-research-skills
- -
- ell
- -
Persona
- academic-research-skills
- -
- ell
- -
Runtime
- academic-research-skills
- -
- ell
- -
License
- academic-research-skills
- Other
- ell
- MIT
Last pushed
- academic-research-skills
- Jul 11, 2026
- ell
- Jun 5, 2025
Categories
- academic-research-skills
- Data & Retrieval, LLM Frameworks
- ell
- LLM Frameworks
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- ell
- Dormant (18%)
Days since push
- academic-research-skills
- 0d
- ell
- 400d
Open issues (now)
- academic-research-skills
- 9
- ell
- 186
Full report
- academic-research-skills
- Trust report
- ell
- Trust report
Choose academic-research-skills if…
- License: academic-research-skills is Other, ell 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.
Choose ell if…
- License: ell is MIT, academic-research-skills is Other.
- Tags unique to ell: ai, python.
When NOT to use ell
- Last GitHub push was 401 days ago (dormant maintenance, Jun 5, 2025). Validate activity before betting a new project on ell.
- 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 (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 (MadcowD/ell) · observed Jul 11, 2026
- GitHub forks (MadcowD/ell) · observed Jul 11, 2026
- Last push (MadcowD/ell) · observed Jun 5, 2025
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: academic-research-skills 37k · ell 5.9k (synced Jul 11, 2026).
Common questions
- What is the difference between academic-research-skills and ell?
- academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. ell: A language model programming library.. See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over ell?
- Choose academic-research-skills over ell when License: academic-research-skills is Other, ell is MIT; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval.
- When should I choose ell over academic-research-skills?
- Choose ell over academic-research-skills when License: ell is MIT, academic-research-skills is Other; Tags unique to ell: ai, python.
- 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.
- When should I avoid ell?
- Last GitHub push was 401 days ago (dormant maintenance, Jun 5, 2025). Validate activity before betting a new project on ell. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is academic-research-skills or ell more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 5,876). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and ell open source?
- Yes - both are open-source projects on GitHub (academic-research-skills: Other, ell: MIT).
- Where can I find alternatives to academic-research-skills or ell?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and ell alternatives (academic-research-skills markdown twin, ell 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, academic-research-skills or ell?
- academic-research-skills: Very active. ell: Dormant. 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 academic-research-skills and ell?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; ell trust report.