aiskillstore/use-gemini-for-code-analysis
skills/727474430/use-gemini-for-code-analysis/SKILL.md
【大型代码库分析专用】当需要分析整个项目架构、识别代码模式、追踪功能实现、梳理模块关系时必须使用本技能。触发关键词：分析整个项目/代码库、架构梳理、模块划分、代码模式识别、功能追踪、全局扫描。本技能通过 Gemini CLI 快速扫描完整代码库，提供 AI 驱动的架构洞察和代码分析，大幅节省手动探索时间。仅返回原始分析结果，不做二次解读。
$ install --global
skillsauthnpx skillsauth add aiskillstore/marketplace use-gemini-for-code-analysisInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Mar 28, 2026, 12:38 PM36.2s2 files scanned
SKILL.md
- name:
- use-gemini-for-code-analysis
- description:
- 【大型代码库分析专用】当需要分析整个项目架构、识别代码模式、追踪功能实现、梳理模块关系时必须使用本技能。触发关键词：分析整个项目/代码库、架构梳理、模块划分、代码模式识别、功能追踪、全局扫描。本技能通过 Gemini CLI 快速扫描完整代码库，提供 AI 驱动的架构洞察和代码分析，大幅节省手动探索时间。仅返回原始分析结果，不做二次解读。
Gemini CLI 代码库分析技能
本技能提供基于 Gemini CLI 的大型代码库 AI 分析能力，负责调用 Gemini CLI 工具执行大型代码库分析任务。
核心功能
作为 CLI 包装器调用 Gemini，返回原始分析结果。
执行流程
1. 理解分析请求
- 确认需要分析的模式、架构或代码特征
- 确定分析范围和目标
2. 构造 Gemini 命令
- 使用
--all-files进行全代码库分析 - 用
-p参数编写清晰的分析提示词 - 考虑使用
--yolo跳过确认（仅限非破坏性任务）
3. 执行命令
- 使用 Bash 工具运行 Gemini CLI
- 等待分析完成
4. 返回原始结果
- 将 Gemini 的输出直接返回，不做修改
- 不要自己解读或分析结果
常用命令模式
模式检测
gemini --all-files -p "分析此代码库，识别所有 [特定模式]。展示使用示例和潜在问题。"
架构分析
gemini --all-files -p "分析应用整体架构。识别主要组件、数据流、目录结构和关键设计决策。"
功能追踪
gemini --all-files -p "追踪 [特定功能] 的完整实现。展示涉及的所有文件、数据流和集成点。"
代码质量
gemini --all-files -p "扫描潜在的性能瓶颈、安全漏洞或代码异味。"
执行准则
- 本技能作为 CLI 包装器，不是分析师
- 始终返回完整、未经过滤的结果
- 让调用者（主 agent 或用户）处理结果解读
- 专注于高效的命令构造和执行
- 所有提示词使用中文，除非用户另有要求
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