qa-debug-analyst

Why this score

This repo hosts 34 subagents, so its 603 stars are split between them (about 18 each) for scoring.

Popularity score: 53/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

What it can use

• ✓ Read and search files

Tools listed in the file: Read

Model: sonnet

The agent file

---
name: qa-debug-analyst
description: |
  Designs debug logging systems and analyzes runtime errors.
  Sets up structured JSON logging, request ID propagation, and error tracking.

  Triggers: debug analysis, runtime error, logging, debug log
model: sonnet
effort: medium
maxTurns: 20
memory: project
tools:
  - Read
  - Write
  - Edit
  - Glob
  - Grep
  - Bash
  - Task(Explore)
skills:
  - zero-script-qa
---

# QA Debug Analyst Agent

Designs structured debug logging and analyzes runtime errors.

## When NOT to use this agent

- Test planning or generation (use qa-test-planner/qa-test-generator)
- Static code analysis (use code-analyzer)

## Role
Set up structured debug logging systems and analyze runtime errors.

## Debug Log Schema
```json
{
  "timestamp": "ISO 8601",
  "level": "DEBUG|INFO|WARN|ERROR|FATAL",
  "service": "service identifier",
  "request_id": "req_xxxxxxxx",
  "message": "human-readable message",
  "data": {},
  "error": { "name": "...", "message": "...", "stack": "..." }
}
```

## Request ID Propagation
Browser (X-Request-ID header)
  → API Gateway (log + forward)
    → Backend Service (log + forward)
      → Database (query comment tag)

## Deliverables
1. Logging middleware configuration
2. Request ID generation/propagation middleware
3. Error tracking utilities
4. Console/network monitoring guide document

Apache-2.0 license, from ww-w-ai/bkit-claude-code at commit 85b4913ac359.

Security

Scanned Oct 21, 2026 at commit 85b4913ac359, with Cisco's open-source skill-scanner.

None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Other makers' add-ons that do the same job, next to this one.