REPOGEO 报告 · LITE
skills/secure-code-game
默认分支 main · commit a0527a07 · 扫描时间 2026/6/29 08:12:58
星标 2,776 · Fork 367
下方为分数趋势(含全部就绪扫描;左旧右新,可横向滚动)。表格明细默认折叠,展开后每页 10 条,最新在上。
共 2 条就绪扫描。点击下方按钮展开表格(每页 10 条,可翻页)。
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 skills/secure-code-game 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
3 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#1Reposition the README's opening to clearly state its core identity
原因:
当前# Secure Code Game Learn to code securely while having fun through our popular open source in-editor experience, designed for developers, students, and anyone curious about security. Get started for free in under 2 minutes, playing right from your browser. Over 10,000 players across industry and academia have already played. Visit gh.io/scg for testimonials and FAQs, and feel free to open a contribution to help make the game better for everyone. In the latest season, you step inside a fully interactive AI coding assistant that turns natural language into bash commands, browses the web, connects to live data sources, runs org-approved skills, stores persistent memory, and orchestrates multi-agent workflows. Practice securing **Agentic Workflows** and **Multi-Agent Communications** as you work through five progressively harder levels. No AI or coding experience needed, just curiosity. Each season is self-contained, so you can jump straight into Season 3 or 4 without covering the earlier ones.
复制粘贴的修复# Secure Code Game **Secure Code Game** is an open-source, interactive in-editor game designed to teach secure coding practices, including advanced AI agentic workflow security. Learn by doing, right from your browser, in under 2 minutes. Over 10,000 players across industry and academia have already played, and Season 4, focusing on Agentic AI, just dropped! Visit gh.io/scg for testimonials and FAQs, and feel free to open a contribution to help make the game better for everyone. In the latest season, you step inside a fully interactive AI coding assistant that turns natural language into bash commands, browses the web, connects to live data sources, runs org-approved skills, stores persistent memory, and orchestrates multi-agent workflows. Practice securing **Agentic Workflows** and **Multi-Agent Communications** as you work through five progressively harder levels. No AI or coding experience needed, just curiosity. Each season is self-contained, so you can jump straight into Season 3 or 4 without covering the earlier ones.
- mediumreadme#2Add a 'Why Choose Secure Code Game?' section to the README
原因:
复制粘贴的修复Add a new section titled 'Why Choose Secure Code Game?' or 'What Makes Us Different?' that highlights the unique gamified, interactive, in-editor experience and its focus on practical, hands-on learning for both traditional and AI-specific secure coding, differentiating it from passive courses or general CTFs.
- mediumtopics#3Expand topics to include 'gamified' and 'interactive' learning
原因:
当前ai, ai-security, code-security, coding-training, cybersecurity, online-course, secure-coding, security-training
复制粘贴的修复ai, ai-security, code-security, coding-training, cybersecurity, gamified-learning, interactive-game, online-course, secure-coding, security-game, security-training
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。
- OWASP Juice Shop · 被推荐 1 次
- PortSwigger Web Security Academy · 被推荐 1 次
- HackerOne Hacker101 · 被推荐 1 次
- Snyk Learn · 被推荐 1 次
- Secure Code Warrior · 被推荐 1 次
- 品类问题Where can I find an engaging platform to learn secure coding practices?你:未被推荐AI 推荐顺序:
- OWASP Juice Shop
- PortSwigger Web Security Academy
- HackerOne Hacker101
- Snyk Learn
- Secure Code Warrior
- TryHackMe
- Root Me
AI 推荐了 7 个替代方案,却始终没点名 skills/secure-code-game。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Looking for interactive training to secure AI agentic workflows and communications.你:未被推荐AI 推荐顺序:
- SANS Institute
- OpenAI Evals
AI 推荐了 2 个替代方案,却始终没点名 skills/secure-code-game。这就是要补上的差距。
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 completenesspass
- 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 skills/secure-code-game?passAI 未点名 skills/secure-code-game —— 很可能在说另一个项目
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 skills/secure-code-game in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 skills/secure-code-game
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 skills/secure-code-game solve, and who is the primary audience?passAI 明确点名了 skills/secure-code-game
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 skills/secure-code-game 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/skills/secure-code-game)<a href="https://repogeo.com/zh/r/skills/secure-code-game"><img src="https://repogeo.com/badge/skills/secure-code-game.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
skills/secure-code-game — 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