--- title: "ChatGPT-On-CS vs academic-research-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/cs-lazy-tools-chatgpt-on-cs-vs-imbad0202-academic-research-skills" tools: ["cs-lazy-tools-chatgpt-on-cs", "imbad0202-academic-research-skills"] --- # ChatGPT-On-CS vs academic-research-skills *GraphCanon updated Jul 15, 2026* ## Verdict Pick ChatGPT-On-CS when chatGPT-On-CS is primarily TypeScript; academic-research-skills is Python; pick academic-research-skills when academic-research-skills is primarily Python; ChatGPT-On-CS is TypeScript. [ChatGPT-On-CS](https://xingsuancn.com/) reports 4.2k GitHub stars, 533 forks, and 3 open issues, last pushed Jun 6, 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 [ChatGPT-On-CS's repository](https://github.com/cs-lazy-tools/ChatGPT-On-CS) and [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills). | | [ChatGPT-On-CS](/tools/cs-lazy-tools-chatgpt-on-cs.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Tagline | 基于大模型的智能对话客服工具，支持微信、拼多多、千牛、哔哩哔哩、抖音企业号、抖音、抖店、微博聊天、小红书专业号运营、小红书、知乎等平台接入，可选择 GPT3.5/GPT4.0/ 懒人百宝箱 （后续会支持更多平台），能处理文本、语音和图片，通过插件访问操作系统和互联网等外部资源，支持基于自有知识库定制企业 AI 应用。 | Academic Research Skills for Claude Code: research → write → review → revise → finalize | | Stars | 4,185 | 37,300 | | Forks | 533 | 3,043 | | Open issues | 3 | 9 | | Language | TypeScript | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | AGPL-3.0 | Other | | Categories | LLM Frameworks, Vector Databases | Data & Retrieval, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ChatGPT-On-CS](/tools/cs-lazy-tools-chatgpt-on-cs.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 39d | 0d | | Open issues (now) | 3 | 9 | | Owner type | Organization | User | | Full report | [trust report](/tools/cs-lazy-tools-chatgpt-on-cs/trust.md) | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | ## Choose when ### Choose ChatGPT-On-CS if… - ChatGPT-On-CS is primarily TypeScript; academic-research-skills is Python. - License: ChatGPT-On-CS is AGPL-3.0, academic-research-skills is Other. - Tags unique to ChatGPT-On-CS: ai, autohotkey, automation, bilibili. - Also covers Vector Databases. ### Choose academic-research-skills if… - academic-research-skills is primarily Python; ChatGPT-On-CS is TypeScript. - License: academic-research-skills is Other, ChatGPT-On-CS is AGPL-3.0. - Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude. - Also covers Data & Retrieval. ## When NOT to use ChatGPT-On-CS - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## 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 ChatGPT-On-CS and academic-research-skills? ChatGPT-On-CS: 基于大模型的智能对话客服工具，支持微信、拼多多、千牛、哔哩哔哩、抖音企业号、抖音、抖店、微博聊天、小红书专业号运营、小红书、知乎等平台接入，可选择 GPT3.5/GPT4.0/ 懒人百宝箱 （后续会支持更多平台），能处理文本、语音和图片，通过插件访问操作系统和互联网等外部资源，支持基于自有知识库定制企业 AI 应用。. 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 ChatGPT-On-CS over academic-research-skills? Choose ChatGPT-On-CS over academic-research-skills when ChatGPT-On-CS is primarily TypeScript; academic-research-skills is Python; License: ChatGPT-On-CS is AGPL-3.0, academic-research-skills is Other; Tags unique to ChatGPT-On-CS: ai, autohotkey, automation, bilibili; Also covers Vector Databases. ### When should I choose academic-research-skills over ChatGPT-On-CS? Choose academic-research-skills over ChatGPT-On-CS when academic-research-skills is primarily Python; ChatGPT-On-CS is TypeScript; License: academic-research-skills is Other, ChatGPT-On-CS is AGPL-3.0; Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude; Also covers Data & Retrieval. ### When should I avoid ChatGPT-On-CS? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### 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 ChatGPT-On-CS or academic-research-skills more popular on GitHub? academic-research-skills has more GitHub stars (37,300 vs 4,185). Stars measure visibility, not whether either tool fits your constraints. ### Are ChatGPT-On-CS and academic-research-skills open source? Yes - both are open-source projects on GitHub (ChatGPT-On-CS: AGPL-3.0, academic-research-skills: Other). ### Where can I find alternatives to ChatGPT-On-CS or academic-research-skills? GraphCanon lists graph-backed alternatives at [ChatGPT-On-CS alternatives](/tools/cs-lazy-tools-chatgpt-on-cs/alternatives) and [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) ([ChatGPT-On-CS markdown twin](/tools/cs-lazy-tools-chatgpt-on-cs/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/cs-lazy-tools-chatgpt-on-cs-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, ChatGPT-On-CS or academic-research-skills? ChatGPT-On-CS: 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 ChatGPT-On-CS and academic-research-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ChatGPT-On-CS trust report](/tools/cs-lazy-tools-chatgpt-on-cs/trust); [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=cs-lazy-tools-chatgpt-on-cs`](/api/graphcanon/graph?tool=cs-lazy-tools-chatgpt-on-cs) - 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/_