Agent skill · software engineering · aiskillstore
debugging
Comprehensive debugging specialist for errors, test failures, log analysis,
Why this skill is useful
Adds a Python script for log parsing and error analysis that provides capabilities not commonly found in standard debugging practices.
What it needs
Requires python installed locally. About 8k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Debugging This skill provides comprehensive debugging capabilities for identifying and fixing errors, test failures, unexpected behavior, and production issues. It combines general debugging workflows with specialized error analysis, log parsing, and pattern recognition. When to Use This Skill When encountering errors or exceptions in code When tests are failing and you need to understand why When investigating unexpected behavior or bugs When analyzing stack traces and error messages When debugging production issues When fixing issues reported by users or QA When analyzing error logs and stack traces When investigating performance issues or anomalies When correlating errors across multiple services When identifying recurring error patterns When setting up error monitoring and alerting When conducting post-mortem analysis of incidents What This Skill Does 1. Error Analysis: Captures and analyzes error messages and stack traces 2. Log Parsing: Extracts errors from logs using regex patterns and structured parsing 3. Stack Trace Analysis: Analyzes stack traces across multiple programming languages 4. Error Correlation: Identifies relationships between errors across distributed systems 5. Pattern Recognition: Detects common error patterns and anti-patterns 6. Reproduction: Identifies steps to reproduce the issue 7. Isolation: Locates the exact failure point in code 8. Root Cause Analysis: Works backward from symptoms to identify underlying causes 9. Minimal Fix: Implements the smallest change that resolves the issue 10. Verification: Confirms the solution works and doesn't introduce new issues 11. Monitoring Setup: Creates queries and alerts for error detection Helper Scripts This skill includes Python helper scripts in scripts/: parselogs.py: Parses log files and extracts errors, exceptions, and stack traces. Outputs JSON with error analysis and pattern detection. How to Use Debug an Error Analyze Error Logs Pattern Detection Debugging Process 1. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/debugging