Comparison
academic-research-skills vs leva
Verdict
Pick academic-research-skills when academic-research-skills is primarily Python; leva is Ruby; pick leva when leva is primarily Ruby; academic-research-skills is Python.
Markdown twin · academic-research-skills alternatives · leva alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | academic-research-skills | leva |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Steady (37d 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
- leva
- LLM Evaluation Framework for Rails apps to be used with production data.
Stars
- academic-research-skills
- 37k
- leva
- 141
Forks
- academic-research-skills
- 3.0k
- leva
- 7
Open issues
- academic-research-skills
- 9
- leva
- 4
Language
- academic-research-skills
- Python
- leva
- Ruby
Adopt for
- academic-research-skills
- -
- leva
- -
Persona
- academic-research-skills
- -
- leva
- -
Runtime
- academic-research-skills
- -
- leva
- -
License
- academic-research-skills
- Other
- leva
- MIT
Last pushed
- academic-research-skills
- Jul 11, 2026
- leva
- Jun 3, 2026
Categories
- academic-research-skills
- Data & Retrieval, LLM Frameworks
- leva
- Evaluation & Observability, LLM Frameworks
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- leva
- Steady (60%)
Days since push
- academic-research-skills
- 0d
- leva
- 37d
Open issues (now)
- academic-research-skills
- 9
- leva
- 4
Full report
- academic-research-skills
- Trust report
- leva
- Trust report
Choose academic-research-skills if…
- academic-research-skills is primarily Python; leva is Ruby.
- License: academic-research-skills is Other, leva 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.
Choose leva if…
- leva is primarily Ruby; academic-research-skills is Python.
- License: leva is MIT, academic-research-skills is Other.
- Tags unique to leva: llm, llm-evaluation, ruby, ruby-on-rails.
- Also covers Evaluation & Observability.
When NOT to use leva
- 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.
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 (kieranklaassen/leva) · observed Jul 11, 2026
- GitHub forks (kieranklaassen/leva) · observed Jul 11, 2026
- Last push (kieranklaassen/leva) · observed Jun 3, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: academic-research-skills 37k · leva 141 (synced Jul 11, 2026).
Common questions
- What is the difference between academic-research-skills and leva?
- academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. leva: LLM Evaluation Framework for Rails apps to be used with production data.. See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over leva?
- Choose academic-research-skills over leva when academic-research-skills is primarily Python; leva is Ruby; License: academic-research-skills is Other, leva is MIT; Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude; Also covers Data & Retrieval.
- When should I choose leva over academic-research-skills?
- Choose leva over academic-research-skills when leva is primarily Ruby; academic-research-skills is Python; License: leva is MIT, academic-research-skills is Other; Tags unique to leva: llm, llm-evaluation, ruby, ruby-on-rails; Also covers Evaluation & Observability.
- 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 leva?
- 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.
- Is academic-research-skills or leva more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 141). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and leva open source?
- Yes - both are open-source projects on GitHub (academic-research-skills: Other, leva: MIT).
- Where can I find alternatives to academic-research-skills or leva?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and leva alternatives (academic-research-skills markdown twin, leva 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 leva?
- academic-research-skills: Very active. leva: Steady. 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 leva?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; leva trust report.