--- title: "smartgpt vs academic-research-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/cormanz-smartgpt-vs-imbad0202-academic-research-skills" tools: ["cormanz-smartgpt", "imbad0202-academic-research-skills"] --- # smartgpt vs academic-research-skills *GraphCanon updated Jul 11, 2026* ## Verdict Pick smartgpt when smartgpt is primarily Rust; academic-research-skills is Python; pick academic-research-skills when academic-research-skills is primarily Python; smartgpt is Rust. [smartgpt](https://github.com/Cormanz/smartgpt) reports 1.7k GitHub stars, 124 forks, and 11 open issues, last pushed Apr 11, 2024. [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 [smartgpt's repository](https://github.com/Cormanz/smartgpt) and [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills). | | [smartgpt](/tools/cormanz-smartgpt.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Tagline | A program that provides LLMs with the ability to complete complex tasks using plugins. | Academic Research Skills for Claude Code: research → write → review → revise → finalize | | Stars | 1,736 | 37,300 | | Forks | 124 | 3,043 | | Open issues | 11 | 9 | | Language | Rust | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | LLM Frameworks | Data & Retrieval, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [smartgpt](/tools/cormanz-smartgpt.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 821d | 0d | | Open issues (now) | 11 | 9 | | Full report | [trust report](/tools/cormanz-smartgpt/trust.md) | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | ## Choose when ### Choose smartgpt if… - smartgpt is primarily Rust; academic-research-skills is Python. - License: smartgpt is MIT, academic-research-skills is Other. - Tags unique to smartgpt: ai, gpt-3, gpt-4, llm. ### Choose academic-research-skills if… - academic-research-skills is primarily Python; smartgpt is Rust. - License: academic-research-skills is Other, smartgpt is MIT. - Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude. - Also covers Data & Retrieval. ## When NOT to use smartgpt - Last GitHub push was 822 days ago (dormant maintenance, Apr 11, 2024). Validate activity before betting a new project on smartgpt. - 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 smartgpt and academic-research-skills? smartgpt: A program that provides LLMs with the ability to complete complex tasks using plugins.. 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 smartgpt over academic-research-skills? Choose smartgpt over academic-research-skills when smartgpt is primarily Rust; academic-research-skills is Python; License: smartgpt is MIT, academic-research-skills is Other; Tags unique to smartgpt: ai, gpt-3, gpt-4, llm. ### When should I choose academic-research-skills over smartgpt? Choose academic-research-skills over smartgpt when academic-research-skills is primarily Python; smartgpt is Rust; License: academic-research-skills is Other, smartgpt is MIT; Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude; Also covers Data & Retrieval. ### When should I avoid smartgpt? Last GitHub push was 822 days ago (dormant maintenance, Apr 11, 2024). Validate activity before betting a new project on smartgpt. 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 smartgpt or academic-research-skills more popular on GitHub? academic-research-skills has more GitHub stars (37,300 vs 1,736). Stars measure visibility, not whether either tool fits your constraints. ### Are smartgpt and academic-research-skills open source? Yes - both are open-source projects on GitHub (smartgpt: MIT, academic-research-skills: Other). ### Where can I find alternatives to smartgpt or academic-research-skills? GraphCanon lists graph-backed alternatives at [smartgpt alternatives](/tools/cormanz-smartgpt/alternatives) and [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) ([smartgpt markdown twin](/tools/cormanz-smartgpt/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/cormanz-smartgpt-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, smartgpt or academic-research-skills? smartgpt: Dormant. 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 smartgpt and academic-research-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [smartgpt trust report](/tools/cormanz-smartgpt/trust); [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=cormanz-smartgpt`](/api/graphcanon/graph?tool=cormanz-smartgpt) - 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/_