Diagnose software bugs from errors, stack traces, logs, and failing tests.
npx skills add https://github.com/rakibulism/agent-skills-os --skill debugger-rakibulism
Please help me install this Agent Skill. Skill: debugger Source: https://github.com/rakibulism/agent-skills-os/tree/main/skills/debugger Command: npx skills add https://github.com/rakibulism/agent-skills-os --skill debugger-rakibulism
This Skill helps diagnose software failures from error messages, stack traces, logs, or reproducible bad behavior. It focuses on identifying the real root cause so you can fix the issue instead of masking it.
Ask the debugger skill to analyze the error message, relevant code, and reproduction steps, then provide the likely root cause and the smallest test that confirms it.
High-intent search queries and answers about installing and using this skill.
To find the root cause of a software bug from a stack trace, you restate the precise symptom, formulate ranked hypotheses, and run minimal verification tests to isolate the actual failure point across your codebase.
The best way to troubleshoot a failing test after a refactor is to analyze the reproduction steps and logs to distinguish whether the regression stems from null data, off-by-one logic, stale state, or an environment mismatch.
To diagnose an unexpected output error without masking the symptom, identify the underlying root cause by analyzing logs and runtime behavior, then apply a specific code change validated by a test that fails before the fix.
Yes, you can use systematic debugging for crash analysis across different runtime environments by restating the precise symptoms and applying minimal verification to test ranked hypotheses regardless of the specific platform.
Regression debugging requires a validation test that fails beforehand to confirm the identified root cause is accurate and ensure the specific code change actually resolves the original software failure.
Minimal verification involves running the cheapest possible test to distinguish between competing bug hypotheses, allowing you to quickly isolate the root cause without performing extensive diagnostic overhead.
mvillmowParse test logs to extract and categorize failures by type.
Pepsi1978Automate bugfixing with root-cause analysis, defensive patching, and validation.
kdlbsReproduce bugs, identify root causes, and implement minimal fixes with regression tests.
cegit27Monitor live production apps for console errors and performance regressions.
