deep-debug

deep-debug

热门

Multi-agent investigation for stubborn bugs. Use when: going in circles debugging, need to investigate browser/API interactions, complex bugs resisting normal debugging, or when symptoms don't match expectations. Launches parallel agents with different perspectives and uses Chrome tools for evidence gathering.

290Star
29Fork
更新于 2/9/2026
SKILL.md
readonly只读
name
deep-debug
description

|

Deep Debug - Multi-Agent Investigation

Status: Production Ready
Last Updated: 2026-02-03
Dependencies: Chrome MCP tools (optional), debugger agent, code-reviewer agent


When to Use

  • Going in circles - You've tried multiple fixes but nothing works
  • Browser + API interaction bugs - Need to see Network tab, console logs
  • Symptoms don't match expectations - Something deeper is wrong
  • Complex state management bugs - React hooks, closures, race conditions

Commands

Command Purpose
/debug Guided debugging workflow with evidence gathering and parallel investigation

Quick Start

/debug [description of the bug]

Or invoke naturally:

  • "I'm stuck on this bug, can you do a deep investigation?"
  • "This bug is resisting normal debugging"
  • "I need you to really dig into this"

The Process

Phase 1: Gather Evidence (Before Hypothesizing)

For browser-related bugs, use Chrome MCP tools:

// Get network requests (look for duplicates, failures, timing)
mcp__claude-in-chrome__read_network_requests

// Get console logs (errors, warnings, debug output)
mcp__claude-in-chrome__read_console_messages

// Get page state
mcp__claude-in-chrome__read_page

For backend bugs, gather:

  • Error logs and stack traces
  • Request/response payloads
  • Database query logs
  • Timing information

Phase 2: Launch Parallel Investigation (3 Agents)

Launch these agents simultaneously with the gathered evidence:

Agent 1: Execution Tracer (debugger)

Task(subagent_type="debugger", prompt="""
EVIDENCE: [paste network/console evidence]

Trace the execution path that leads to this bug. Find:
1. Where the bug originates
2. What triggers it
3. The exact line/function causing the issue

Focus on TRACING, not guessing.
""")

Agent 2: Pattern Analyzer (code-reviewer)

Task(subagent_type="code-reviewer", prompt="""
EVIDENCE: [paste evidence]

Review the relevant code for common bug patterns:
- React useCallback/useMemo dependency issues
- Stale closures
- Race conditions
- State update ordering
- Missing error handling

Find patterns that EXPLAIN the evidence.
""")

Agent 3: Entry Point Mapper (Explore)

Task(subagent_type="Explore", prompt="""
EVIDENCE: [paste evidence]

Map all entry points that could trigger this behavior:
- All places [function] is called
- All event handlers involved
- All state updates that affect this

Find if something is being called MULTIPLE TIMES or from UNEXPECTED places.
""")

Phase 3: Cross-Reference Findings

After agents complete, look for:

Signal Meaning
All 3 agree on root cause High confidence - fix it
2 agree, 1 different Investigate the difference
All 3 different Need more evidence

Phase 4: Verify Fix

After implementing the fix, re-gather the same evidence to confirm:

  • Network tab shows expected behavior
  • Console has no errors
  • State updates correctly

Real Example: Duplicate API Calls Bug

Evidence Gathered

Network tab showed 2 fetch requests for the same message.

Parallel Investigation Results

Agent Finding
debugger state.messages in useCallback deps causes callback recreation
code-reviewer Same finding + explained React pattern causing it
Explore Verified UI layer wasn't double-calling (ruled out)

Root Cause (Consensus)

sendMessage useCallback had state.messages in dependency array. Every state update recreated the callback, causing duplicate calls during React re-renders.

Fix

Use stateRef to access current state without including in dependencies:

const stateRef = useRef(state);
stateRef.current = state;

const sendMessage = useCallback(async (text) => {
  // Use stateRef.current instead of state
  const messages = stateRef.current.messages;
  // ...
}, [/* state.messages removed */]);

Common Bug Patterns This Catches

React Hook Issues

  • state in useCallback dependencies causing recreation
  • Missing dependencies causing stale closures
  • useEffect running multiple times

API/Network Issues

  • Duplicate requests (visible in Network tab)
  • Race conditions between requests
  • CORS failures
  • Timeout handling

State Management Issues

  • State updates not batching correctly
  • Optimistic updates conflicting with server response
  • Multiple sources of truth

Chrome Tools Quick Reference

Tool Use For
read_network_requests See all fetch/XHR calls, duplicates, failures
read_console_messages Errors, warnings, debug logs
read_page Current DOM state
javascript_tool Execute debug code in page context

Tips for Success

  1. Evidence first, hypotheses second - Don't guess until you have concrete data
  2. Network tab is gold - Most frontend bugs show symptoms there
  3. Parallel agents save time - 3 perspectives at once vs sequential guessing
  4. Cross-reference findings - Agreement = confidence
  5. Verify with same evidence - Confirm fix with same tools that found bug

You Might Also Like

Related Skills

verify

verify

243K

Use when you want to validate changes before committing, or when you need to check all React contribution requirements.

facebook avatarfacebook
获取
test

test

243K

Use when you need to run tests for React core. Supports source, www, stable, and experimental channels.

facebook avatarfacebook
获取

Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.

facebook avatarfacebook
获取

Use when adding new error messages to React, or seeing "unknown error code" warnings.

facebook avatarfacebook
获取
flow

flow

243K

Use when you need to run Flow type checking, or when seeing Flow type errors in React code.

facebook avatarfacebook
获取
flags

flags

243K

Use when you need to check feature flag states, compare channels, or debug why a feature behaves differently across release channels.

facebook avatarfacebook
获取