--- title: "academic-research-skills vs llavavision" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/imbad0202-academic-research-skills-vs-lxe-llavavision" tools: ["imbad0202-academic-research-skills", "lxe-llavavision"] --- # academic-research-skills vs llavavision *GraphCanon updated Jul 11, 2026* ## Verdict Pick academic-research-skills when academic-research-skills is primarily Python; llavavision is JavaScript; pick llavavision when llavavision 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. [llavavision](https://github.com/lxe/llavavision) has 495 stars, 34 forks, and 3 open issues, last pushed Nov 28, 2023. Figures are from public GitHub metadata via [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills) and [llavavision's repository](https://github.com/lxe/llavavision). | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [llavavision](/tools/lxe-llavavision.md) | | --- | --- | --- | | Tagline | Academic Research Skills for Claude Code: research → write → review → revise → finalize | A simple "Be My Eyes" web app with a llama.cpp/llava backend | | Stars | 37,300 | 495 | | Forks | 3,043 | 34 | | Open issues | 9 | 3 | | Language | Python | JavaScript | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Other | - | | Categories | LLM Frameworks, Data & Retrieval | LLM Frameworks, Computer Vision | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [llavavision](/tools/lxe-llavavision.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 0d | 956d | | Open issues (now) | 9 | 3 | | Security scan | No lockfile | No criticals | | Full report | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | [trust report](/tools/lxe-llavavision/trust.md) | ## Choose when ### Choose academic-research-skills if… - academic-research-skills is primarily Python; llavavision is JavaScript. - Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude. - Also covers Data & Retrieval. ### Choose llavavision if… - llavavision is primarily JavaScript; academic-research-skills is Python. - Tags unique to llavavision: llama, llm, ai, artificial-intelligence. - Also covers Computer Vision. - llavavision ships Docker support for self-hosted deployment. ## 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. ## When NOT to use llavavision - Last GitHub push was 957 days ago (dormant maintenance, Nov 28, 2023). Validate activity before betting a new project on llavavision. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between academic-research-skills and llavavision? academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. llavavision: A simple "Be My Eyes" web app with a llama.cpp/llava backend. See the comparison table for live GitHub stats and shared categories. ### When should I choose academic-research-skills over llavavision? Choose academic-research-skills over llavavision when academic-research-skills is primarily Python; llavavision is JavaScript; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval. ### When should I choose llavavision over academic-research-skills? Choose llavavision over academic-research-skills when llavavision is primarily JavaScript; academic-research-skills is Python; Tags unique to llavavision: llama, llm, ai, artificial-intelligence; Also covers Computer Vision; llavavision 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 llavavision? Last GitHub push was 957 days ago (dormant maintenance, Nov 28, 2023). Validate activity before betting a new project on llavavision. 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 llavavision more popular on GitHub? academic-research-skills has more GitHub stars (37,300 vs 495). Stars measure visibility, not whether either tool fits your constraints. ### Are academic-research-skills and llavavision open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to academic-research-skills or llavavision? GraphCanon lists graph-backed alternatives at [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) and [llavavision alternatives](/tools/lxe-llavavision/alternatives) ([academic-research-skills markdown twin](/tools/imbad0202-academic-research-skills/alternatives.md), [llavavision markdown twin](/tools/lxe-llavavision/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-lxe-llavavision.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 llavavision? academic-research-skills: Very active. llavavision: 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 llavavision? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust); [llavavision trust report](/tools/lxe-llavavision/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/_