Comparison
academic-research-skills vs pachyderm
Verdict
Pick academic-research-skills when academic-research-skills is primarily Python; pachyderm is Go; pick pachyderm when pachyderm is primarily Go; academic-research-skills is Python.
Markdown twin · academic-research-skills alternatives · pachyderm alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | academic-research-skills | pachyderm |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (523d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization 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
- pachyderm
- Data-Centric Pipelines and Data Versioning
Stars
- academic-research-skills
- 37k
- pachyderm
- 6.3k
Forks
- academic-research-skills
- 3.0k
- pachyderm
- 575
Open issues
- academic-research-skills
- 9
- pachyderm
- 941
Language
- academic-research-skills
- Python
- pachyderm
- Go
Adopt for
- academic-research-skills
- -
- pachyderm
- -
Persona
- academic-research-skills
- -
- pachyderm
- -
Runtime
- academic-research-skills
- -
- pachyderm
- -
License
- academic-research-skills
- Other
- pachyderm
- Apache-2.0
Last pushed
- academic-research-skills
- Jul 11, 2026
- pachyderm
- Feb 3, 2025
Categories
- academic-research-skills
- Data & Retrieval, LLM Frameworks
- pachyderm
- Data & Retrieval, Inference & Serving
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- pachyderm
- Dormant (18%)
Days since push
- academic-research-skills
- 0d
- pachyderm
- 523d
Open issues (now)
- academic-research-skills
- 9
- pachyderm
- 941
Owner type
- academic-research-skills
- User
- pachyderm
- Organization
Full report
- academic-research-skills
- Trust report
- pachyderm
- Trust report
Choose academic-research-skills if…
- academic-research-skills is primarily Python; pachyderm is Go.
- License: academic-research-skills is Other, pachyderm is Apache-2.0.
- Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude.
- Also covers LLM Frameworks.
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 pachyderm if…
- pachyderm is primarily Go; academic-research-skills is Python.
- License: pachyderm is Apache-2.0, academic-research-skills is Other.
- Tags unique to pachyderm: analytics, big-data, containers, data-analysis.
- Also covers Inference & Serving.
When NOT to use pachyderm
- Last GitHub push was 523 days ago (dormant maintenance, Feb 3, 2025). Validate activity before betting a new project on pachyderm.
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
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 (pachyderm/pachyderm) · observed Jul 11, 2026
- GitHub forks (pachyderm/pachyderm) · observed Jul 11, 2026
- Last push (pachyderm/pachyderm) · observed Feb 3, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: academic-research-skills 37k · pachyderm 6.3k (synced Jul 11, 2026).
Common questions
- What is the difference between academic-research-skills and pachyderm?
- academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. pachyderm: Data-Centric Pipelines and Data Versioning. See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over pachyderm?
- Choose academic-research-skills over pachyderm when academic-research-skills is primarily Python; pachyderm is Go; License: academic-research-skills is Other, pachyderm is Apache-2.0; Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude; Also covers LLM Frameworks.
- When should I choose pachyderm over academic-research-skills?
- Choose pachyderm over academic-research-skills when pachyderm is primarily Go; academic-research-skills is Python; License: pachyderm is Apache-2.0, academic-research-skills is Other; Tags unique to pachyderm: analytics, big-data, containers, data-analysis; Also covers Inference & Serving.
- 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 pachyderm?
- Last GitHub push was 523 days ago (dormant maintenance, Feb 3, 2025). Validate activity before betting a new project on pachyderm. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is academic-research-skills or pachyderm more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 6,293). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and pachyderm open source?
- Yes - both are open-source projects on GitHub (academic-research-skills: Other, pachyderm: Apache-2.0).
- Where can I find alternatives to academic-research-skills or pachyderm?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and pachyderm alternatives (academic-research-skills markdown twin, pachyderm 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 pachyderm?
- academic-research-skills: Very active. pachyderm: 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 pachyderm?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; pachyderm trust report.