--- title: "academic-research-skills vs autoarena" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/imbad0202-academic-research-skills-vs-kolenaio-autoarena" tools: ["imbad0202-academic-research-skills", "kolenaio-autoarena"] --- # academic-research-skills vs autoarena *GraphCanon updated Jul 11, 2026* ## Verdict Pick academic-research-skills when academic-research-skills is primarily Python; autoarena is TypeScript; pick autoarena when autoarena is primarily TypeScript; 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. [autoarena](https://www.kolena.com/autoarena/) has 108 stars, 9 forks, and 4 open issues, last pushed Dec 16, 2024. Figures are from public GitHub metadata via [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills) and [autoarena's repository](https://github.com/kolenaIO/autoarena). | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [autoarena](/tools/kolenaio-autoarena.md) | | --- | --- | --- | | Tagline | Academic Research Skills for Claude Code: research → write → review → revise → finalize | Rank LLMs, RAG systems, and prompts using automated head-to-head evaluation | | Stars | 37,300 | 108 | | Forks | 3,043 | 9 | | Open issues | 9 | 4 | | Language | Python | TypeScript | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Other | Apache-2.0 | | Categories | LLM Frameworks, Data & Retrieval | LLM Frameworks, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [autoarena](/tools/kolenaio-autoarena.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 0d | 571d | | Open issues (now) | 9 | 4 | | Owner type | User | Organization | | Full report | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | [trust report](/tools/kolenaio-autoarena/trust.md) | ## Choose when ### Choose academic-research-skills if… - academic-research-skills is primarily Python; autoarena is TypeScript. - License: academic-research-skills is Other, autoarena is Apache-2.0. - Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude. - Also covers Data & Retrieval. ### Choose autoarena if… - autoarena is primarily TypeScript; academic-research-skills is Python. - License: autoarena is Apache-2.0, academic-research-skills is Other. - Tags unique to autoarena: evaluation, llm, ai, testing. - Also covers Evaluation & Observability. ## 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 autoarena - Last GitHub push was 572 days ago (dormant maintenance, Dec 16, 2024). Validate activity before betting a new project on autoarena. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. ## Common questions ### What is the difference between academic-research-skills and autoarena? academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. autoarena: Rank LLMs, RAG systems, and prompts using automated head-to-head evaluation. See the comparison table for live GitHub stats and shared categories. ### When should I choose academic-research-skills over autoarena? Choose academic-research-skills over autoarena when academic-research-skills is primarily Python; autoarena is TypeScript; License: academic-research-skills is Other, autoarena is Apache-2.0; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval. ### When should I choose autoarena over academic-research-skills? Choose autoarena over academic-research-skills when autoarena is primarily TypeScript; academic-research-skills is Python; License: autoarena is Apache-2.0, academic-research-skills is Other; Tags unique to autoarena: evaluation, llm, ai, testing; Also covers Evaluation & Observability. ### 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 autoarena? Last GitHub push was 572 days ago (dormant maintenance, Dec 16, 2024). Validate activity before betting a new project on autoarena. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. ### Is academic-research-skills or autoarena more popular on GitHub? academic-research-skills has more GitHub stars (37,300 vs 108). Stars measure visibility, not whether either tool fits your constraints. ### Are academic-research-skills and autoarena open source? Yes - both are open-source projects on GitHub (academic-research-skills: Other, autoarena: Apache-2.0). ### Where can I find alternatives to academic-research-skills or autoarena? GraphCanon lists graph-backed alternatives at [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) and [autoarena alternatives](/tools/kolenaio-autoarena/alternatives) ([academic-research-skills markdown twin](/tools/imbad0202-academic-research-skills/alternatives.md), [autoarena markdown twin](/tools/kolenaio-autoarena/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-kolenaio-autoarena.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 autoarena? academic-research-skills: Very active. autoarena: 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 autoarena? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust); [autoarena trust report](/tools/kolenaio-autoarena/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/_