--- title: "eclaire vs academic-research-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/eclaire-labs-eclaire-vs-imbad0202-academic-research-skills" tools: ["eclaire-labs-eclaire", "imbad0202-academic-research-skills"] --- # eclaire vs academic-research-skills *GraphCanon updated Jul 15, 2026* ## Verdict Pick eclaire when eclaire is primarily TypeScript; academic-research-skills is Python; pick academic-research-skills when academic-research-skills is primarily Python; eclaire is TypeScript. [eclaire](https://eclaire.co) reports 883 GitHub stars, 90 forks, and 1 open issues, last pushed May 14, 2026. [academic-research-skills](https://buymeacoffee.com/crucify020v) has 37k stars, 3.0k forks, and 9 open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [eclaire's repository](https://github.com/eclaire-labs/eclaire) and [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills). | | [eclaire](/tools/eclaire-labs-eclaire.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Tagline | Local-first, open-source AI assistant for your data. Unify tasks, notes, docs, photos, and bookmarks. Private, self-hosted, and extensible via APIs. | Academic Research Skills for Claude Code: research → write → review → revise → finalize | | Stars | 883 | 37,300 | | Forks | 90 | 3,043 | | Open issues | 1 | 9 | | Language | TypeScript | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | Computer Vision, LLM Frameworks | Data & Retrieval, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [eclaire](/tools/eclaire-labs-eclaire.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 62d | 0d | | Open issues (now) | 1 | 9 | | Owner type | Organization | User | | Full report | [trust report](/tools/eclaire-labs-eclaire/trust.md) | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | ## Choose when ### Choose eclaire if… - eclaire is primarily TypeScript; academic-research-skills is Python. - License: eclaire is MIT, academic-research-skills is Other. - Tags unique to eclaire: ai, ai-assistant, automation, bookmark-manager. - Also covers Computer Vision. ### Choose academic-research-skills if… - academic-research-skills is primarily Python; eclaire is TypeScript. - License: academic-research-skills is Other, eclaire is MIT. - Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude. - Also covers Data & Retrieval. ## When NOT to use eclaire - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## 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. ## Common questions ### What is the difference between eclaire and academic-research-skills? eclaire: Local-first, open-source AI assistant for your data. Unify tasks, notes, docs, photos, and bookmarks. Private, self-hosted, and extensible via APIs.. academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. See the comparison table for live GitHub stats and shared categories. ### When should I choose eclaire over academic-research-skills? Choose eclaire over academic-research-skills when eclaire is primarily TypeScript; academic-research-skills is Python; License: eclaire is MIT, academic-research-skills is Other; Tags unique to eclaire: ai, ai-assistant, automation, bookmark-manager; Also covers Computer Vision. ### When should I choose academic-research-skills over eclaire? Choose academic-research-skills over eclaire when academic-research-skills is primarily Python; eclaire is TypeScript; License: academic-research-skills is Other, eclaire is MIT; Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude; Also covers Data & Retrieval. ### When should I avoid eclaire? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### 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. ### Is eclaire or academic-research-skills more popular on GitHub? academic-research-skills has more GitHub stars (37,300 vs 883). Stars measure visibility, not whether either tool fits your constraints. ### Are eclaire and academic-research-skills open source? Yes - both are open-source projects on GitHub (eclaire: MIT, academic-research-skills: Other). ### Where can I find alternatives to eclaire or academic-research-skills? GraphCanon lists graph-backed alternatives at [eclaire alternatives](/tools/eclaire-labs-eclaire/alternatives) and [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) ([eclaire markdown twin](/tools/eclaire-labs-eclaire/alternatives.md), [academic-research-skills markdown twin](/tools/imbad0202-academic-research-skills/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/eclaire-labs-eclaire-vs-imbad0202-academic-research-skills.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, eclaire or academic-research-skills? eclaire: Steady. academic-research-skills: Very active. 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 eclaire and academic-research-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [eclaire trust report](/tools/eclaire-labs-eclaire/trust); [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=eclaire-labs-eclaire`](/api/graphcanon/graph?tool=eclaire-labs-eclaire) - 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/_