Reproduce software defects and trace correlation IDs across microservice logs.
npx skills add https://github.com/pessinamistic/pitwall --skill debugging-pessinamistic
Please help me install this Agent Skill. Skill: debugging Source: https://github.com/pessinamistic/pitwall/tree/main/.claude/skills/debugging Command: npx skills add https://github.com/pessinamistic/pitwall --skill debugging-pessinamistic
This skill provides a rigorous, evidence-based framework for investigating software failures, preventing guesswork and ensuring that fixes address the actual root cause rather than symptoms.
Use the debugging skill to investigate the failing test case by first reproducing the error locally and then tracing the correlation ID through the logs.
High-intent search queries and answers about installing and using this skill.
Root-cause analysis for complex bugs requires systematic reproduction, distributed tracing with correlation IDs across service boundaries, and evidence-based diagnosis to ensure fixes address actual failures rather than symptoms.
Troubleshooting production incidents involves tracing correlation IDs through log aggregators across service boundaries and safely capturing thread or heap dumps from production environments to diagnose deadlocks and memory issues.
Reproducing flaky test suites requires an evidence-first diagnosis approach that enforces local reproduction of issues via testing frameworks like Testcontainers before attempting any code modifications.
Capturing thread and heap dumps from production environments is supported through operational safety patterns designed to diagnose deadlocks and memory issues without compromising system stability.
Diagnosing performance bottlenecks across microservice architectures requires access to log aggregation tools, container orchestration interfaces, and local testing frameworks to trace requests and reproduce evidence.
Evidence-based diagnosis prevents symptom fixes by enforcing issue reproduction via tests and distributed tracing before code changes, ensuring the identified root cause is addressed rather than surface-level failures.
LuizEduPPReproduce, diagnose, and resolve bugs using structured debugging workflows.
oalansilvaClassify CI failures by stage and error type with root-cause candidates.
patricio0312revStandardize log schemas and correlate request IDs across microservices.
supermalangMeasure application performance against explicit budgets with runtime tools.
