Comparison
academic-research-skills vs CodeT5
Verdict
Pick academic-research-skills when license: academic-research-skills is Other, CodeT5 is BSD-3-Clause; pick CodeT5 when license: CodeT5 is BSD-3-Clause, academic-research-skills is Other.
Markdown twin · academic-research-skills alternatives · CodeT5 alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | academic-research-skills | CodeT5 |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Archived (16d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of 1d · none | No lockfile As of today · none |
Tagline
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
- CodeT5
- Home of CodeT5: Open Code LLMs for Code Understanding and Generation
Stars
- academic-research-skills
- 37k
- CodeT5
- 3.1k
Forks
- academic-research-skills
- 3.0k
- CodeT5
- 488
Open issues
- academic-research-skills
- 9
- CodeT5
- 88
Language
- academic-research-skills
- Python
- CodeT5
- Python
Adopt for
- academic-research-skills
- -
- CodeT5
- -
Persona
- academic-research-skills
- -
- CodeT5
- -
Runtime
- academic-research-skills
- -
- CodeT5
- -
License
- academic-research-skills
- Other
- CodeT5
- BSD-3-Clause
Last pushed
- academic-research-skills
- Jul 11, 2026
- CodeT5
- Jun 25, 2026
Categories
- academic-research-skills
- Data & Retrieval, LLM Frameworks
- CodeT5
- Computer Vision, LLM Frameworks
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- CodeT5
- Archived (8%)
Days since push
- academic-research-skills
- 0d
- CodeT5
- 16d
Archived on GitHub
- academic-research-skills
- No
- CodeT5
- Yes
Open issues (now)
- academic-research-skills
- 9
- CodeT5
- 88
Owner type
- academic-research-skills
- User
- CodeT5
- Organization
Full report
- academic-research-skills
- Trust report
- CodeT5
- Trust report
Choose academic-research-skills if…
- License: academic-research-skills is Other, CodeT5 is BSD-3-Clause.
- 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 CodeT5 if…
- License: CodeT5 is BSD-3-Clause, academic-research-skills is Other.
- Tags unique to CodeT5: code-generation, code-intelligence, code-understanding, language-model.
- Also covers Computer Vision.
When NOT to use CodeT5
- CodeT5 is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency.
- 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 (salesforce/CodeT5) · observed Jul 11, 2026
- GitHub forks (salesforce/CodeT5) · observed Jul 11, 2026
- Last push (salesforce/CodeT5) · observed Jun 25, 2026
- License file (BSD-3-Clause) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: academic-research-skills 37k · CodeT5 3.1k (synced Jul 11, 2026).
Common questions
- What is the difference between academic-research-skills and CodeT5?
- academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. CodeT5: Home of CodeT5: Open Code LLMs for Code Understanding and Generation. See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over CodeT5?
- Choose academic-research-skills over CodeT5 when License: academic-research-skills is Other, CodeT5 is BSD-3-Clause; Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude; Also covers Data & Retrieval.
- When should I choose CodeT5 over academic-research-skills?
- Choose CodeT5 over academic-research-skills when License: CodeT5 is BSD-3-Clause, academic-research-skills is Other; Tags unique to CodeT5: code-generation, code-intelligence, code-understanding, language-model; Also covers Computer Vision.
- 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 CodeT5?
- CodeT5 is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. 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 CodeT5 more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 3,099). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and CodeT5 open source?
- Yes - both are open-source projects on GitHub (academic-research-skills: Other, CodeT5: BSD-3-Clause).
- Where can I find alternatives to academic-research-skills or CodeT5?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and CodeT5 alternatives (academic-research-skills markdown twin, CodeT5 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 CodeT5?
- academic-research-skills: Very active. CodeT5: Archived. 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 CodeT5?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; CodeT5 trust report.