code-explorer

---

name: code-explorer description: 'Hybrid search strategy for finding relevant code: fast targeted search, then deep analysis if needed.'

Purpose

Given extracted keywords from an issue, locate the relevant code in the repository.

Strategy: Start fast and targeted, escalate to comprehensive if needed.

Usage

Include this file when searching for code:

CopyUse lib/code-explorer to find code related to [keywords]

Phase 1: Targeted Search (30 seconds)

Use Grep and Glob tools for fast pattern matching.

Step 1: Prepare Search Patterns

From parsed issue, create search patterns:

Error messages → Grep patterns:

Copy"AuthenticationError" → grep for "AuthenticationError"
"token expired" → grep for "token.*expir|expir.*token"

File paths → Glob patterns:

Copy"src/auth/middleware.ts" → glob for that exact file
"auth" → glob for "**/*auth*.{ts,js,py}"

Function names → Grep patterns:

Copy"handleLogin" → grep for "function handleLogin|const handleLogin|handleLogin\s*[:=(]"

Step 2: Execute Searches in Parallel

Run multiple searches simultaneously:

Copy# Use Grep tool (NOT bash grep)
Grep pattern="AuthenticationError"
Grep pattern="token.*expir|expir.*token"
Grep pattern="function handleLogin|const handleLogin"

# Use Glob tool (NOT bash find)
Glob pattern="**/*auth*.{ts,js,py,go,rs}"
Glob pattern="**/*login*.{ts,js,py,go,rs}"
Glob pattern="**/middleware*.{ts,js,py,go,rs}"

Important: Run tools in parallel (single message, multiple tool calls) for speed.

Step 3: Evaluate Results

Count highly relevant files (files matching multiple patterns):

Copyrelevant_files = {}
for result in search_results:
    for file in result.files:
        relevant_files[file] = relevant_files.get(file, 0) + 1

high_relevance = [f for f, count in relevant_files.items() if count >= 2]

Decision:

• ≥3 high-relevance files: Proceed to planning
• <3 files OR unclear context: Escalate to Phase 2

Step 4: Read High-Relevance Files

If targeted search successful:

Copy# Read the top relevant files
Read file_path="src/auth/middleware.ts"
Read file_path="src/auth/handlers.ts"
Read file_path="src/utils/token.ts"

Extract understanding:

• What's the current implementation?
• Where's the bug likely located?
• What needs to change?

---

Phase 2: Deep Analysis (2-5 minutes)

If targeted search insufficient, spawn Explore agent.

When to Escalate

• Found <3 relevant files
• Files found but context unclear (don't understand the connection)
• Keywords too generic (e.g., "error", "user")
• Complex architectural issue

Step 1: Spawn Explore Agent

CopyUse Task tool with subagent_type=Explore

Prompt: "Analyze the codebase to understand [issue summary from title].

Focus areas:
- [keyword 1]
- [keyword 2]
- [keyword 3]

Specific questions:
1. Where in the code does [error] occur?
2. What's the root cause of [problem]?
3. What files need to change to fix this?

Trace execution flow from [entry point] to the error location."

Step 2: Extract Agent Findings

Explore agent returns comprehensive analysis:

Copy**Agent findings:**
- Root cause: Session timeout hardcoded at 30s in src/auth/config.ts:12
- Related files: src/auth/middleware.ts uses the config
- Execution flow: Request → middleware → checkSession → timeout
- Recommendation: Make timeout configurable

Step 3: Validate Findings

Read the specific files mentioned:

CopyRead file_path="src/auth/config.ts"
Read file_path="src/auth/middleware.ts"

Confirm agent's analysis is correct.

---

Output Format

After exploration, format findings for plan generation:

Copy## Code Exploration Results

**Search Strategy:** [Targeted / Deep Analysis]

**Root Cause:**
[What's causing the issue, specific file and line if found]

**Relevant Files:**
- `src/auth/config.ts:12` - Hardcoded timeout value
- `src/auth/middleware.ts:45-60` - Uses the timeout
- `tests/auth.test.ts` - Existing tests to update

**Understanding:**
[Explanation of how the code works and why the bug occurs]

**Confidence:** [High / Medium / Low]
- High: Found exact location, clear root cause
- Medium: Found area, but need to investigate during implementation
- Low: General area identified, implementation will refine understanding

Examples

Example 1: Successful Targeted Search

Issue: "Login fails with 'Session expired' after 30 seconds"

Targeted search:

CopyGrep "session.*expir|expir.*session"
Grep "timeout.*30|30.*timeout"
Glob "**/*session*.{ts,js}"
Glob "**/*auth*.{ts,js}"

Results:

• 5 files found
• auth/config.ts matches 3 patterns (session, timeout, 30)
• auth/middleware.ts matches 2 patterns (session, auth)

Outcome: ✅ Proceed to planning with these files

Example 2: Escalation to Deep Analysis

Issue: "Users can't access their profile"

Targeted search:

CopyGrep "profile"
Glob "**/*profile*.{ts,js}"

Results:

• 15 files found (too many)
• No clear root cause
• Context unclear

Outcome: ⬆️ Escalate to Explore agent

Deep analysis:

CopyTask tool: "Analyze why users can't access profiles. Trace from route handler to database query."

Agent finds:
- Route: src/routes/profile.ts
- Controller: src/controllers/user.ts
- Issue: Missing authorization check in middleware
- Root cause: src/middleware/auth.ts:67 - doesn't verify user owns profile

Outcome: ✅ Proceed to planning with clear root cause

---

Integration with handle-issue

Copy1. Parse issue (lib/issue-parser)
2. Explore code (lib/code-explorer) ← YOU ARE HERE
3. Generate plan (lib/plan-generator)
4. Post to GitHub

Flow:

CopyKeywords from parser
    ↓
Targeted search (Grep/Glob)
    ↓
Evaluate results
    ↓
    ├─ ≥3 files → Read files → Generate plan
    └─ <3 files → Deep analysis → Generate plan

Performance Considerations

Targeted search:

• Speed: ~30 seconds
• Cost: Low (few tool calls)
• Success rate: ~70% for well-described issues

Deep analysis:

• Speed: 2-5 minutes
• Cost: Higher (spawns agent)
• Success rate: ~90% overall

Combined: 95% success rate, avg 1-2 minutes

Error Handling

No results found:

CopyReturn to user:
"🔍 **Analysis Incomplete**

Searched for:
- Keywords: X, Y, Z
- File patterns: **/*pattern*

Couldn't locate relevant code. Please provide:
- Specific file names or paths
- Function/class names involved
- More detailed error messages"

Ambiguous results:

Copy"Found multiple potential locations:
1. src/auth/old-login.ts (deprecated?)
2. src/auth/login.ts (likely)
3. src/v2/auth/login.ts (new version?)

Please clarify which module is relevant."

YAGNI Notes

Not included:

• AI-powered code understanding (use Explore agent)
• Caching search results (fresh search each time)
• Multi-repository search (single repo only)
• Semantic code search (pattern matching sufficient)

Keep it simple: fast search, escalate if needed.