--- title: "academic-research-skills vs create-t3-turbo-ai" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/imbad0202-academic-research-skills-vs-zckly-create-t3-turbo-ai" tools: ["imbad0202-academic-research-skills", "zckly-create-t3-turbo-ai"] --- # academic-research-skills vs create-t3-turbo-ai *GraphCanon updated Jul 11, 2026* ## Verdict Pick academic-research-skills when academic-research-skills is primarily Python; create-t3-turbo-ai is TypeScript; pick create-t3-turbo-ai when create-t3-turbo-ai 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. [create-t3-turbo-ai](https://github.com/zckly/create-t3-turbo-ai) has 354 stars, 20 forks, and 3 open issues, last pushed Feb 27, 2023. Figures are from public GitHub metadata via [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills) and [create-t3-turbo-ai's repository](https://github.com/zckly/create-t3-turbo-ai). | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [create-t3-turbo-ai](/tools/zckly-create-t3-turbo-ai.md) | | --- | --- | --- | | Tagline | Academic Research Skills for Claude Code: research → write → review → revise → finalize | Build full-stack, type-safe, LLM-powered apps with the T3 Stack, Turborepo, OpenAI, and Langchain | | Stars | 37,300 | 354 | | Forks | 3,043 | 20 | | Open issues | 9 | 3 | | Language | Python | TypeScript | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | Data & Retrieval, LLM Frameworks | LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [create-t3-turbo-ai](/tools/zckly-create-t3-turbo-ai.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 0d | 1229d | | 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/zckly-create-t3-turbo-ai/trust.md) | ## Choose when ### Choose academic-research-skills if… - academic-research-skills is primarily Python; create-t3-turbo-ai is TypeScript. - License: academic-research-skills is Other, create-t3-turbo-ai is MIT. - Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude. - Also covers Data & Retrieval. ### Choose create-t3-turbo-ai if… - create-t3-turbo-ai is primarily TypeScript; academic-research-skills is Python. - License: create-t3-turbo-ai is MIT, academic-research-skills is Other. - Tags unique to create-t3-turbo-ai: gpt-3, ai, langchain, typescript. ## 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 create-t3-turbo-ai - Last GitHub push was 1230 days ago (dormant maintenance, Feb 27, 2023). Validate activity before betting a new project on create-t3-turbo-ai. - 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 create-t3-turbo-ai? academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. create-t3-turbo-ai: Build full-stack, type-safe, LLM-powered apps with the T3 Stack, Turborepo, OpenAI, and Langchain. See the comparison table for live GitHub stats and shared categories. ### When should I choose academic-research-skills over create-t3-turbo-ai? Choose academic-research-skills over create-t3-turbo-ai when academic-research-skills is primarily Python; create-t3-turbo-ai is TypeScript; License: academic-research-skills is Other, create-t3-turbo-ai is MIT; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval. ### When should I choose create-t3-turbo-ai over academic-research-skills? Choose create-t3-turbo-ai over academic-research-skills when create-t3-turbo-ai is primarily TypeScript; academic-research-skills is Python; License: create-t3-turbo-ai is MIT, academic-research-skills is Other; Tags unique to create-t3-turbo-ai: gpt-3, ai, langchain, typescript. ### 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 create-t3-turbo-ai? Last GitHub push was 1230 days ago (dormant maintenance, Feb 27, 2023). Validate activity before betting a new project on create-t3-turbo-ai. 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 create-t3-turbo-ai more popular on GitHub? academic-research-skills has more GitHub stars (37,300 vs 354). Stars measure visibility, not whether either tool fits your constraints. ### Are academic-research-skills and create-t3-turbo-ai open source? Yes - both are open-source projects on GitHub (academic-research-skills: Other, create-t3-turbo-ai: MIT). ### Where can I find alternatives to academic-research-skills or create-t3-turbo-ai? GraphCanon lists graph-backed alternatives at [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) and [create-t3-turbo-ai alternatives](/tools/zckly-create-t3-turbo-ai/alternatives) ([academic-research-skills markdown twin](/tools/imbad0202-academic-research-skills/alternatives.md), [create-t3-turbo-ai markdown twin](/tools/zckly-create-t3-turbo-ai/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-zckly-create-t3-turbo-ai.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 create-t3-turbo-ai? academic-research-skills: Very active. create-t3-turbo-ai: 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 create-t3-turbo-ai? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust); [create-t3-turbo-ai trust report](/tools/zckly-create-t3-turbo-ai/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/_