REPOGEO 报告 · LITE
WisdomShell/codeshell
默认分支 main · commit 09d1adc8 · 扫描时间 2026/5/25 12:02:57
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行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 WisdomShell/codeshell 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
2 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highreadme#1Ensure the primary README.md starts with a clear English introduction
原因:
当前## Introduction CodeShell是北京大学知识计算实验室联合四川天府银行AI团队研发的多语言代码大模型基座.
复制粘贴的修复Move the content from `README_EN.md` to be the primary introduction in `README.md`, ensuring the very first content section clearly describes CodeShell. For example, start with: 'CodeShell is a multilingual code large language model base developed by Peking University Knowledge Computing Lab in collaboration with Sichuan Tianfu Bank AI Team. CodeShell has 7 billion parameters, was trained on 500 billion tokens, and has a context window length of 8192. CodeShell achieves the best performance among models of similar scale on authoritative code evaluation benchmarks (HumanEval and MBPP).'
- mediumlicense#2Add a clear statement about the repository's license in the README
原因:
复制粘贴的修复Add a section or line in the README, perhaps under 'Introduction' or a new 'License' section, stating: 'This project is released under the terms specified in the [License.pdf](https://github.com/WisdomShell/codeshell/blob/main/License.pdf) file. Please refer to the PDF for full details on usage and distribution.'
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- 品类问题What are the best open source large language models for code generation?你:未被推荐
查看 AI 完整回答
- 品类问题Which code LLMs offer strong benchmark performance and good context window for development?你:未被推荐
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesswarn
建议:
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of WisdomShell/codeshell?passAI 明确点名了 WisdomShell/codeshell
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts WisdomShell/codeshell in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 WisdomShell/codeshell
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo WisdomShell/codeshell solve, and who is the primary audience?passAI 明确点名了 WisdomShell/codeshell
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 WisdomShell/codeshell 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/WisdomShell/codeshell)<a href="https://repogeo.com/zh/r/WisdomShell/codeshell"><img src="https://repogeo.com/badge/WisdomShell/codeshell.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
WisdomShell/codeshell — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3