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HoangNguyen0403/agent-skills-standard
默认分支 develop · commit 1a96c1b5 · 扫描时间 2026/6/14 16:52:05
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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 HoangNguyen0403/agent-skills-standard 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 README opening to clarify AI agent standards framework
原因:
当前The portable SDLC standards layer for AI coding agents. Sync once, then work in your own runtime.Current release: `v2.4.7` — workflow-end telemetry guidance, MCP session-cost helpers, and clearer runtime integration for SDLC handoff reporting. 259 ready-to-use coding standards for Cursor, Claude Code, GitHub Copilot, Gemini, Windsurf, Trae, Kiro, Roo and more — synced, versioned, and optimized to use 85% fewer tokens than traditional prompt engineering.
复制粘贴的修复The **declarative standard and framework for AI coding agents** to consistently follow team SDLC guidelines and best practices. `agent-skills-standard` provides a portable, platform-agnostic layer for defining and enforcing coding standards across AI models like Cursor, Claude Code, GitHub Copilot, Gemini, and more. Sync once, then work in your own runtime, with standards optimized to use **85% fewer tokens** than traditional prompt engineering.
- hightopics#2Refine topics to emphasize AI agent standards and declarative frameworks
原因:
当前agent-, agentic-ai, android, angular, best-practices, coding-standards, cursor-rules, flutter, golang, ios, kotlin, laravel, nestjs, nextjs, react, react-native, reactjs, spring-boot, typescript
复制粘贴的修复agent-, agentic-ai, ai-agent-standards, declarative-ai, ai-coding-guidelines, agentic-workflow, prompt-engineering-optimization, ai-sdlc, coding-standards-for-ai, best-practices-for-ai, cursor-rules, github-copilot-standards, claude-code-standards, gemini-ai-standards
- mediumreadme#3Add a dedicated section clarifying the unique differentiator
原因:
复制粘贴的修复Add a new section (e.g., after 'The Solution') titled 'Why `agent-skills-standard` is different' or 'Key Differentiators', with content like: 'Unlike generic linters or framework-specific tools, `agent-skills-standard` provides a **platform-agnostic, declarative standard** for defining AI agent skills. It focuses on **token optimization** (85% fewer tokens) and offers a **versioned, portable SDLC layer** that scales across teams and various AI coding assistants, ensuring consistent application of your unique coding standards.'
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。
- GitHub Copilot for Business / Enterprise · 被推荐 1 次
- SonarQube / SonarCloud · 被推荐 1 次
- ESLint · 被推荐 1 次
- Black · 被推荐 1 次
- Prettier · 被推荐 1 次
- 品类问题How to enforce team coding standards and best practices for AI code generation?你:未被推荐AI 推荐顺序:
- GitHub Copilot for Business / Enterprise
- SonarQube / SonarCloud
- ESLint
- Black
- Prettier
- Review Board
- Gerrit
- GitHub Pull Request Reviews
- OpenAI API
- Hugging Face Transformers
- Husky
AI 推荐了 11 个替代方案,却始终没点名 HoangNguyen0403/agent-skills-standard。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Tool to ensure AI coding assistants follow consistent architectural patterns and style guidelines?你:未被推荐AI 推荐顺序:
- ESLint (eslint/eslint)
- Black (psf/black)
- Prettier (prettier/prettier)
- @typescript-eslint/eslint-plugin (typescript-eslint/typescript-eslint)
- eslint-plugin-react (jsx-eslint/eslint-plugin-react)
- SonarQube (SonarSource/sonarqube)
- adr-tools (nprymek/adr-tools)
- Structurizr (structurizr/java)
- tree-sitter (tree-sitter/tree-sitter)
- ANTLR (antlr/antlr4)
- GitHub Pull Requests
- GitLab Merge Requests
AI 推荐了 12 个替代方案,却始终没点名 HoangNguyen0403/agent-skills-standard。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 HoangNguyen0403/agent-skills-standard?passAI 未点名 HoangNguyen0403/agent-skills-standard —— 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 HoangNguyen0403/agent-skills-standard in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 HoangNguyen0403/agent-skills-standard
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 HoangNguyen0403/agent-skills-standard solve, and who is the primary audience?passAI 未点名 HoangNguyen0403/agent-skills-standard —— 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?
嵌入你的 GEO 徽章
把这个徽章贴进 HoangNguyen0403/agent-skills-standard 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/HoangNguyen0403/agent-skills-standard)<a href="https://repogeo.com/zh/r/HoangNguyen0403/agent-skills-standard"><img src="https://repogeo.com/badge/HoangNguyen0403/agent-skills-standard.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
HoangNguyen0403/agent-skills-standard — 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