Trace root causes across code, tests, CI/CD logs, and databases.
npx skills add https://github.com/hidonguyen/trade-ops --skill ck-debug-hidonguyen
Please help me install this Agent Skill. Skill: ck:debug Source: https://github.com/hidonguyen/trade-ops/tree/main/.opencode/skills/ck-debug Command: npx skills add https://github.com/hidonguyen/trade-ops --skill ck-debug-hidonguyen
Systematically investigate and resolve software and system failures by tracing root causes before applying fixes, preventing wasted effort and regressions.
Ask ck:debug to investigate "500 errors on /api/orders" providing stack traces, CI logs, recent commits, and reproduction steps and request root cause, mitigation, and verification steps.
High-intent search queries and answers about installing and using this skill.
Find the root cause of flaky tests by applying test bisection scripts to isolate polluting tests, then trace failures across call stacks and structured CI logs. This systematic investigation prevents wasted effort on symptomatic fixes.
Diagnose multi-service incidents by correlating evidence across code, structured logs, and database forensics. This approach applies hypothesis testing to verify root causes before applying fixes, ensuring reliable multi-service incident resolution.
Debug performance regressions through structured log analysis and database diagnostics to identify slow queries. The workflow applies defense-in-depth validation to verify mitigation steps and prevent future performance degradation.
Yes, you can use test bisection scripts to identify polluting tests causing CI pipeline failures. The investigation workflow traces root causes through call stacks and CI logs to verify fixes reliably and prevent regressions.
A systematic debugging workflow traces root causes before applying fixes, preventing wasted effort and regressions. It implements defense-in-depth validation across entry points, business logic, and environment guards to verify fixes reliably.
Yes, this debugging approach works for frontend visual regressions and CI failures by applying pattern analysis and hypothesis testing. It traces root causes across code, tests, and structured logs to verify mitigation steps.
a-ariffTrace bugs backward from symptoms to identify root causes.
hotriluanEnforce root-cause investigation before applying fixes to bugs and system issues.
FlexNetOSExecute predefined test scenarios in CI/CD environments.
JansenAnalyticsMonitor application logs and stderr to detect errors, crashes, and exceptions.
