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分类: 开发与工程无需 API Key

investigating-a-codebase

在规划或设计功能时使用,需要了解当前代码库的状态、查找现有模式或验证关于现有内容的假设;当设计对文件位置、结构或现有代码做出假设时,这些假设需要验证——通过将计划基于现实来防止出现幻觉

person作者: jakexiaohubgithub

Investigating a Codebase

Overview

Understand current codebase state to ground planning and design decisions in reality, not assumptions. Find existing patterns, verify design assumptions, and provide definitive answers about what exists and where.

When to Use

Use for:

  • Verifying design assumptions before implementation ("Design assumes auth.ts exists - verify")
  • Finding existing patterns to follow ("How do we currently handle API errors?")
  • Locating features or code ("Where is user authentication implemented?")
  • Understanding component architecture ("How does the routing system work?")
  • Confirming existence definitively ("Does feature X exist or not?")
  • Preventing hallucination about file paths and structure

Don't use for:

  • Information available in external docs (use internet research)
  • Questions answered by reading 1-2 specific known files (use Read directly)
  • General programming questions not specific to this codebase

Core Investigation Workflow

Do not use nested subagents. If you are running as a research subagent, perform the investigation directly with Read/Glob/Grep and any other tools already available to you. Do not dispatch or invoke additional subagents.

  1. Start with entry points - main files, index, package.json, config
  2. Use multiple search strategies - Glob patterns, Grep keywords, Read files
  3. Follow traces - imports, references, component relationships
  4. Verify don't assume - confirm file locations and structure
  5. Report definitively - exact paths or "not found" with search strategy

Verifying Design Assumptions

When given design assumptions to verify:

  1. Extract assumptions - list what design expects to exist
  2. Search for each - file paths, functions, patterns, dependencies
  3. Compare reality vs expectation - matches, discrepancies, additions, missing
  4. Report explicitly:
    • ✓ Confirmed: "Design assumption correct: auth.ts:42 has login()"
    • ✗ Discrepancy: "Design assumes auth.ts, found auth/index.ts instead"
    • + Addition: "Found logout() not mentioned in design"
    • - Missing: "Design expects resetPassword(), not found"

Why this matters: Prevents implementation plans based on wrong assumptions about codebase structure.

Quick Reference

| Task | Strategy | |------|----------| | Where is X | Glob likely names → Grep keywords → Read matches | | How does X work | Find entry point → Follow imports → Read implementation | | What patterns exist | Find examples → Compare implementations → Extract conventions | | Does X exist | Multiple searches → Definitive yes/no → Evidence | | Verify assumptions | Extract claims → Search each → Compare reality vs expectation |

Investigation Strategies

Multiple search approaches:

  • Glob for file patterns across codebase
  • Grep for keywords, function names, imports
  • Read key files to understand implementation
  • Follow imports and references for relationships
  • Check package.json, config files for dependencies

Don't stop at first result:

  • Explore multiple paths to verify findings
  • Cross-reference different areas of codebase
  • Confirm patterns are consistent not one-off
  • Follow both usage and definition traces

Verify everything:

  • Never assume file locations - always verify with Read/Glob
  • Never assume structure - explore and confirm
  • Document search strategy when reporting "not found"
  • Distinguish "doesn't exist" from "couldn't locate"

Reporting Findings

Lead with direct answer:

  • Answer the question first
  • Supporting details second
  • Evidence with exact file paths and line numbers

Provide actionable intelligence:

  • Exact file paths (src/auth/login.ts:42), not vague locations
  • Relevant code snippets showing current patterns
  • Dependencies and versions when relevant
  • Configuration files and current settings
  • Naming, structure, and testing conventions

Handle "not found" confidently:

  • "Feature X does not exist" is valid and useful
  • Explain what you searched and where you looked
  • Suggest related code as starting point
  • Report negative findings prevents hallucination

Common Mistakes

| Mistake | Fix | |---------|-----| | Assuming file locations | Always verify with Read/Glob before reporting | | Stopping at first result | Explore multiple paths to verify findings | | Vague locations ("in auth folder") | Exact paths (src/auth/index.ts:42) | | Not documenting search strategy | Explain what was checked when reporting "not found" | | Confusing "not found" types | Distinguish "doesn't exist" from "couldn't locate" | | Skipping design assumption comparison | Explicitly report: confirmed/discrepancy/addition/missing | | Reporting assumptions as facts | Only report what was verified in codebase |