Reproduce software failures and isolate root causes with hypothesis testing.
npx skills add https://github.com/babually/bongo-template --skill diagnose-babually
Please help me install this Agent Skill. Skill: diagnose Source: https://github.com/babually/bongo-template/tree/main/.agents/skills/diagnose Command: npx skills add https://github.com/babually/bongo-template --skill diagnose-babually
This Skill helps diagnose difficult bugs and performance regressions by turning vague symptoms into a structured, reproducible investigation. It is designed to reduce guesswork and move quickly from failure to root cause.
Use the diagnose skill to reproduce the bug, propose ranked hypotheses, and build a minimal failing test or script that proves the root cause.
High-intent search queries and answers about installing and using this skill.
Diagnosing a flaky failure requires building a deterministic feedback loop that reproduces the exact failure mode, then isolating the root cause through disciplined hypothesis testing and targeted instrumentation.
Debugging a performance regression involves reproducing the failure deterministically, minimizing the scenario, proposing ranked hypotheses, and adding targeted probes to compare predictions until the root cause is isolated.
Reproducing an intermittent browser flow crash requires creating a fast, deterministic repro using browser automation or scripts, confirming the exact failure mode, and minimizing the scenario until the triggering condition becomes clearer.
Yes, isolating software defects in CLI tools uses disciplined hypothesis testing by ranking falsifiable explanations, adding targeted probes, and comparing predictions one at a time to pinpoint the exact root cause.
After isolating a bug, add a regression test at the correct seam to verify the fix, clean up any debug instrumentation used during diagnosis, and lock in the repair to prevent future recurrence.
ThorStarlordConvert vague bug reports into reproducible failure signals and evidence-driven fixes.
kartikkabadiIsolate bug causes through reproducible feedback loops and hypothesis testing.
patricio0312revImplement OpenTelemetry tracing, Prometheus metrics, and structured logging in Node.js applications.
OneWave-AIReview code for security vulnerabilities, performance bottlenecks, and maintainability issues.
