Does it work if there is no trace ID in the bug report?

Yes. If no trace ID or request URL is found, the skill defaults to Strategy C, which uses codebase retrieval to search for relevant files and logic based on the bug's text description.

Can I use it for private TAPD instances?

The skill works by calling a TAPD MCP tool. As long as your MCP tool is configured with the necessary API credentials and network access for your TAPD instance, it will function correctly.

What information does the skill need to start an analysis?

The skill primarily requires a valid TAPD bug URL. It can also accept optional parameters for environment (dev/test/prod) and region to refine the log search.

Which logging systems are supported for trace analysis?

This skill is specifically designed to work with SLS (Simple Log Service) via the sls-trace-analyzer tool to fetch and analyze distributed logs.

TAPD Bug Analyzer

Name: TAPD Bug Analyzer
Author: ABCFed

byABCFed

•

Analytics & Monitoring

Automates the analysis and localization of TAPD bug reports by integrating log tracing and codebase retrieval.

TAPD Bug Analyzer is a specialized workflow skill for Claude Code that streamlines the debugging process for teams using TAPD. It automatically extracts ticket details and employs multiple diagnostic strategies: identifying trace IDs for direct log analysis via SLS, parsing timestamped API URLs to reconstruct request chains, or performing semantic codebase searches when logs are unavailable. By synthesizing data from bug trackers, distributed logging systems, and source code, it generates comprehensive reports that include root cause analysis and specific code-level fix suggestions, significantly reducing the time from bug report to resolution.

Key Features

01Multi-strategy analysis including trace ID matching and timestamped URL parsing

02Deep integration with SLS (Simple Log Service) for distributed log tracing

0316 GitHub stars

04Structured report generation with call chains, error stacks, and fix suggestions

05Automated extraction of bug metadata from TAPD workspace and ticket URLs

06Context-aware codebase retrieval for logic-based bug localization

Use Cases

01Debugging API failures in test environments using timestamped request URLs from bug reports

02Analyzing complex business logic flaws where only qualitative descriptions are available in the ticket

03Rapidly resolving production incidents by pasting a TAPD link containing a system trace ID

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add abcfed/claude-marketplace tapd-bug-analyzer

For use in Claude.ai and ChatGPT

Key Features

01Multi-strategy analysis including trace ID matching and timestamped URL parsing

02Deep integration with SLS (Simple Log Service) for distributed log tracing

0316 GitHub stars

04Structured report generation with call chains, error stacks, and fix suggestions

05Automated extraction of bug metadata from TAPD workspace and ticket URLs

06Context-aware codebase retrieval for logic-based bug localization

Use Cases

01Debugging API failures in test environments using timestamped request URLs from bug reports

02Analyzing complex business logic flaws where only qualitative descriptions are available in the ticket

03Rapidly resolving production incidents by pasting a TAPD link containing a system trace ID