--- title: "academic-research-skills vs langchain_yt_tools" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/imbad0202-academic-research-skills-vs-venuv-langchain-yt-tools" tools: ["imbad0202-academic-research-skills", "venuv-langchain-yt-tools"] --- # academic-research-skills vs langchain_yt_tools *GraphCanon updated Jul 11, 2026* ## Verdict Pick academic-research-skills when license: academic-research-skills is Other, langchain_yt_tools is GPL-3.0; pick langchain_yt_tools when license: langchain_yt_tools is GPL-3.0, academic-research-skills is Other. [academic-research-skills](https://buymeacoffee.com/crucify020v) reports 37k GitHub stars, 3.0k forks, and 9 open issues, last pushed Jul 11, 2026. [langchain_yt_tools](https://github.com/venuv/langchain_yt_tools) has 76 stars, 9 forks, and 0 open issues, last pushed Jun 28, 2023. Figures are from public GitHub metadata via [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills) and [langchain_yt_tools's repository](https://github.com/venuv/langchain_yt_tools). | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [langchain_yt_tools](/tools/venuv-langchain-yt-tools.md) | | --- | --- | --- | | Tagline | Academic Research Skills for Claude Code: research → write → review → revise → finalize | Langchain tools to search/extract/transcribe text transcripts of Youtube videos. Some of this has been integrated into LangChain main branch | | Stars | 37,300 | 76 | | Forks | 3,043 | 9 | | Open issues | 9 | 0 | | Language | Python | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Other | GPL-3.0 | | Categories | LLM Frameworks, Data & Retrieval | LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [langchain_yt_tools](/tools/venuv-langchain-yt-tools.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 0d | 1108d | | Open issues (now) | 9 | 0 | | Security scan | No lockfile | No criticals | | Full report | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | [trust report](/tools/venuv-langchain-yt-tools/trust.md) | ## Choose when ### Choose academic-research-skills if… - License: academic-research-skills is Other, langchain_yt_tools is GPL-3.0. - Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude. - Also covers Data & Retrieval. ### Choose langchain_yt_tools if… - License: langchain_yt_tools is GPL-3.0, academic-research-skills is Other. - Tags unique to langchain_yt_tools: python. - Leaner open-issue backlog (0). ## 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 langchain_yt_tools - Last GitHub push was 1109 days ago (dormant maintenance, Jun 28, 2023). Validate activity before betting a new project on langchain_yt_tools. - 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 langchain_yt_tools? academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. langchain_yt_tools: Langchain tools to search/extract/transcribe text transcripts of Youtube videos. Some of this has been integrated into LangChain main branch. See the comparison table for live GitHub stats and shared categories. ### When should I choose academic-research-skills over langchain_yt_tools? Choose academic-research-skills over langchain_yt_tools when License: academic-research-skills is Other, langchain_yt_tools is GPL-3.0; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval. ### When should I choose langchain_yt_tools over academic-research-skills? Choose langchain_yt_tools over academic-research-skills when License: langchain_yt_tools is GPL-3.0, academic-research-skills is Other; Tags unique to langchain_yt_tools: python; Leaner open-issue backlog (0). ### 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 langchain_yt_tools? Last GitHub push was 1109 days ago (dormant maintenance, Jun 28, 2023). Validate activity before betting a new project on langchain_yt_tools. 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 langchain_yt_tools more popular on GitHub? academic-research-skills has more GitHub stars (37,300 vs 76). Stars measure visibility, not whether either tool fits your constraints. ### Are academic-research-skills and langchain_yt_tools open source? Yes - both are open-source projects on GitHub (academic-research-skills: Other, langchain_yt_tools: GPL-3.0). ### Where can I find alternatives to academic-research-skills or langchain_yt_tools? GraphCanon lists graph-backed alternatives at [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) and [langchain_yt_tools alternatives](/tools/venuv-langchain-yt-tools/alternatives) ([academic-research-skills markdown twin](/tools/imbad0202-academic-research-skills/alternatives.md), [langchain_yt_tools markdown twin](/tools/venuv-langchain-yt-tools/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-venuv-langchain-yt-tools.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 langchain_yt_tools? academic-research-skills: Very active. langchain_yt_tools: 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 langchain_yt_tools? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust); [langchain_yt_tools trust report](/tools/venuv-langchain-yt-tools/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/_