--- title: "academic-research-skills vs OpenChat" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/imbad0202-academic-research-skills-vs-opencx-labs-openchat" tools: ["imbad0202-academic-research-skills", "opencx-labs-openchat"] --- # academic-research-skills vs OpenChat *GraphCanon updated Jul 11, 2026* ## 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. [academic-research-skills](https://buymeacoffee.com/crucify020v) reports 37k GitHub stars, 3.0k forks, and 9 open issues, last pushed Jul 11, 2026. [OpenChat](https://open.cx) has 5.2k stars, 644 forks, and 37 open issues, last pushed Feb 27, 2024. Figures are from public GitHub metadata via [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills) and [OpenChat's repository](https://github.com/opencx-labs/OpenChat). | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [OpenChat](/tools/opencx-labs-openchat.md) | | --- | --- | --- | | Tagline | Academic Research Skills for Claude Code: research → write → review → revise → finalize | LLMs custom-chatbots console ⚡ | | Stars | 37,300 | 5,240 | | Forks | 3,043 | 644 | | Open issues | 9 | 37 | | Language | Python | JavaScript | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | Data & Retrieval, LLM Frameworks | LLM Frameworks, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [OpenChat](/tools/opencx-labs-openchat.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Archived (8%) | | Days since push | 0d | 864d | | Archived on GitHub | No | Yes | | Open issues (now) | 9 | 37 | | Owner type | User | Organization | | Security scan | No lockfile | No criticals | | Full report | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | [trust report](/tools/opencx-labs-openchat/trust.md) | ## Choose when ### 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. ### 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 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 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. ## 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? 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 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](/tools/imbad0202-academic-research-skills/alternatives) and [OpenChat alternatives](/tools/opencx-labs-openchat/alternatives) ([academic-research-skills markdown twin](/tools/imbad0202-academic-research-skills/alternatives.md), [OpenChat markdown twin](/tools/opencx-labs-openchat/alternatives.md)), 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](/compare/imbad0202-academic-research-skills-vs-opencx-labs-openchat.md) 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](/tools/imbad0202-academic-research-skills/trust); [OpenChat trust report](/tools/opencx-labs-openchat/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=imbad0202-academic-research-skills`](/api/graphcanon/graph?tool=imbad0202-academic-research-skills) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_