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分类: 开发与工程无需 API Key

code-explore

纯Claude代码调查。快速代码库探索,跟踪执行路径,理解架构,诊断问题。无需Codex依赖。

person作者: jakexiaohubgithub

Code Explore Skill

Trigger

  • Keywords: code explore, code investigation, research code, trace code, feature understanding, quick investigation, code exploration

When to Use

  • Quickly understand how a feature works
  • Trace execution paths / data flow
  • Diagnose problem root causes
  • No dual confirmation needed (no Codex cross-validation)

When NOT to Use

| Scenario | Alternative | | ----------------------- | ------------------------------------- | | Need dual confirmation | /code-investigate (Claude + Codex) | | Git history tracking | /git-investigate | | System verification | /feature-verify | | Code review | /codex-review-fast |

Workflow

┌──────────────────────────────────────────────────────────┐
│ Phase 1: Locate Entry Point                                │
├──────────────────────────────────────────────────────────┤
│ 1. Grep keywords -> find related files                     │
│ 2. Identify entry points (Controller / Service / Provider) │
│ 3. Build file list                                         │
└──────────────────────────────────────────────────────────┘
                          ↓
┌──────────────────────────────────────────────────────────┐
│ Phase 2: Trace Path                                        │
├──────────────────────────────────────────────────────────┤
│ 1. Start from entry point, Read                            │
│ 2. Identify dependencies -> continue tracing               │
│ 3. Map call chain (A -> B -> C)                            │
└──────────────────────────────────────────────────────────┘
                          ↓
┌──────────────────────────────────────────────────────────┐
│ Phase 3: Understand Logic                                  │
├──────────────────────────────────────────────────────────┤
│ 1. What is the core logic?                                 │
│ 2. How does data flow?                                     │
│ 3. Error handling mechanisms?                              │
│ 4. Key decision points?                                    │
└──────────────────────────────────────────────────────────┘
                          ↓
┌──────────────────────────────────────────────────────────┐
│ Phase 4: Output Report                                     │
├──────────────────────────────────────────────────────────┤
│ 1. Architecture overview (diagram / table)                 │
│ 2. Key files list                                          │
│ 3. Execution flow                                          │
│ 4. Findings / notes                                        │
└──────────────────────────────────────────────────────────┘

Search Strategy

| Target | Strategy | | --------------- | -------------------------------------------------------- | | Feature entry | Grep "export class.*Controller" / Grep "@Get\|@Post" | | Service layer | Grep "export class.*Service" | | Provider layer | Glob "src/provider/**/*.ts" | | Configuration | Read {CONFIG_FILE} | | Data models | Glob "src/model/**/*.ts" |

Output Format

## Investigation Report: {Topic}

### Architecture Overview

{ASCII or Mermaid diagram}

### Key Files

| File              | Responsibility |
| ----------------- | -------------- |
| `path/to/file.ts` | Description   |

### Execution Flow

1. {Step 1}
2. {Step 2}
3. ...

### Data Flow

{Describe how data flows}

### Findings

- {Important finding 1}
- {Important finding 2}

### Notes

- {Potential issue / edge case}

Examples

Feature Understanding

Input: Investigate how user data queries work
Phase 1: Grep "balance" -> find UserService, UserController
Phase 2: Controller -> Service -> Provider call chain
Phase 3: Understand query + cache mechanism
Phase 4: Output report + flow diagram

Problem Diagnosis

Input: Why does this API sometimes return empty?
Phase 1: Grep "getData" + "cache" -> related files
Phase 2: Trace data retrieval path
Phase 3: Identify fallback logic + timeout handling
Phase 4: List possible causes + recommendations

Architecture Understanding

Input: What is the overall architecture of the user module?
Phase 1: Glob "src/**/*user*" -> list all related files
Phase 2: Identify layer relationships (Controller -> Service -> Provider)
Phase 3: Understand each layer's responsibilities
Phase 4: Output architecture diagram + module description

Difference from code-investigate

| Dimension | code-explore | code-investigate | | ------------ | ---------------------- | ---------------------- | | Speed | Fast (single view) | Slow (dual view) | | Confirmation | Single perspective | Cross-validation | | Tools | Pure Claude | Claude + Codex | | Use case | Quick investigation | Important decisions |