Comparison
academic-research-skills vs OpenChat
Verdict
Pick academic-research-skills when academic-research-skills is primarily Python; OpenChat is JavaScript; pick OpenChat when openChat is primarily JavaScript; academic-research-skills is Python.
Markdown twin · academic-research-skills alternatives · OpenChat alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | academic-research-skills | OpenChat |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Archived (864d 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 criticals As of today · osv@v1 |
Tagline
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
- OpenChat
- LLMs custom-chatbots console ⚡
Stars
- academic-research-skills
- 37k
- OpenChat
- 5.2k
Forks
- academic-research-skills
- 3.0k
- OpenChat
- 644
Open issues
- academic-research-skills
- 9
- OpenChat
- 37
Language
- academic-research-skills
- Python
- OpenChat
- JavaScript
Adopt for
- academic-research-skills
- -
- OpenChat
- -
Persona
- academic-research-skills
- -
- OpenChat
- -
Runtime
- academic-research-skills
- -
- OpenChat
- -
License
- academic-research-skills
- Other
- OpenChat
- MIT
Last pushed
- academic-research-skills
- Jul 11, 2026
- OpenChat
- Feb 27, 2024
Categories
- academic-research-skills
- LLM Frameworks, Data & Retrieval
- OpenChat
- LLM Frameworks, Vector Databases
Trust and health
Maintenance
- academic-research-skills
- Very active (96%)
- OpenChat
- Archived (8%)
Days since push
- academic-research-skills
- 0d
- OpenChat
- 864d
Archived on GitHub
- academic-research-skills
- No
- OpenChat
- Yes
Open issues (now)
- academic-research-skills
- 9
- OpenChat
- 37
Owner type
- academic-research-skills
- User
- OpenChat
- Organization
Security scan
- academic-research-skills
- No lockfile
- OpenChat
- No criticals
Full report
- academic-research-skills
- Trust report
- OpenChat
- Trust report
Choose academic-research-skills if…
- academic-research-skills is primarily Python; OpenChat is JavaScript.
- License: academic-research-skills is Other, OpenChat 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
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
Choose OpenChat if…
- OpenChat is primarily JavaScript; academic-research-skills is Python.
- License: OpenChat is MIT, academic-research-skills is Other.
- Tags unique to OpenChat: javascript.
- Also covers Vector Databases.
- OpenChat ships Docker support for self-hosted deployment.
When NOT to use OpenChat
- OpenChat 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.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
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 (opencx-labs/OpenChat) · observed Jul 11, 2026
- GitHub forks (opencx-labs/OpenChat) · observed Jul 11, 2026
- Last push (opencx-labs/OpenChat) · observed Feb 27, 2024
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: academic-research-skills 37k · OpenChat 5.2k (synced Jul 11, 2026).
Common questions
- What is the difference between academic-research-skills and OpenChat?
- academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. OpenChat: LLMs custom-chatbots console ⚡. See the comparison table for live GitHub stats and shared categories.
- When should I choose academic-research-skills over OpenChat?
- Choose academic-research-skills over OpenChat when academic-research-skills is primarily Python; OpenChat is JavaScript; License: academic-research-skills is Other, OpenChat is MIT; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval.
- When should I choose OpenChat over academic-research-skills?
- Choose OpenChat over academic-research-skills when OpenChat is primarily JavaScript; academic-research-skills is Python; License: OpenChat is MIT, academic-research-skills is Other; Tags unique to OpenChat: javascript; Also covers Vector Databases; OpenChat ships Docker support for self-hosted deployment.
- When should I avoid academic-research-skills?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- When should I avoid OpenChat?
- OpenChat 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. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is academic-research-skills or OpenChat more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 5,240). Stars measure visibility, not whether either tool fits your constraints.
- Are academic-research-skills and OpenChat open source?
- Yes - both are open-source projects on GitHub (academic-research-skills: Other, OpenChat: MIT).
- Where can I find alternatives to academic-research-skills or OpenChat?
- GraphCanon lists graph-backed alternatives at academic-research-skills alternatives and OpenChat alternatives (academic-research-skills markdown twin, OpenChat 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 OpenChat?
- academic-research-skills: Very active. OpenChat: 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 OpenChat?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: academic-research-skills trust report; OpenChat trust report.