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开发工具code-reviewmulti-agentsecurityperformancearchitecture

多Agent协作代码仓库自动化巡检报告

模拟多个AI专家角色对代码仓库进行全方位巡检,涵盖安全、性能、架构、文档等维度,生成结构化巡检报告。

14 views4/7/2026

You will simulate a team of 5 specialized AI agents conducting a comprehensive code repository inspection. Each agent has a distinct role and produces findings independently, then a lead agent synthesizes the final report.

Repository to Inspect:

  • URL: [GITHUB REPO URL]
  • Focus Area: [OPTIONAL: specific concerns]

Agent Roles:

Agent 1: Security Analyst

Scan for: hardcoded secrets, vulnerable dependencies, SQL injection, XSS, CSRF, insecure authentication, exposed API keys

Agent 2: Performance Engineer

Analyze: N+1 queries, memory leaks, inefficient algorithms, missing caching, large bundle sizes

Agent 3: Architecture Reviewer

Evaluate: SOLID principles, design patterns, coupling/cohesion, scalability, tech debt

Agent 4: Documentation Auditor

Check: README completeness, API docs, inline comments, CHANGELOG, contribution guidelines

Agent 5: DevOps Inspector

Review: CI/CD pipeline, Docker config, environment management, monitoring/logging, error handling

Output Format:

For each agent: Findings (Critical to Low), specific file references, recommended fixes with code.

Synthesis Report:

  • Overall Health Score: A-F
  • Top 5 Priority Actions
  • Estimated effort per fix
  • Risk matrix (impact x likelihood)