Execute a multi-phase diagnostic workflow to isolate and resolve software bugs.
npx skills add https://github.com/Sharper-Flow/Advance --skill adv-diagnose
Please help me install this Agent Skill. Skill: adv-diagnose Source: https://github.com/Sharper-Flow/Advance/tree/main/skills/adv-diagnose Command: npx skills add https://github.com/Sharper-Flow/Advance --skill adv-diagnose
This skill solves the problem of aimless, reactive debugging by enforcing a structured, evidence-based engineering loop that prevents scope drift and ensures fixes are verified.
Invoke the adv-diagnose skill to begin a structured debugging session for the reported performance regression in the authentication module.
High-intent search queries and answers about installing and using this skill.
A disciplined debugging loop prevents scope drift by enforcing a structured, evidence-based engineering loop. It prioritizes creating deterministic, agent-runnable pass/fail signals before attempting any code changes, ensuring fixes are verified through systematic instrumentation.
To isolate a software bug, prioritize creating deterministic, agent-runnable pass/fail signals before modifying code. This feedback loop construction establishes reliable reproduction, ensuring any code changes are validated against a consistent test signal.
Fix a performance regression by executing a multi-phase diagnostic workflow that integrates regression testing and cleanup protocols. This systematic instrumentation ensures the codebase remains stable and clean after the bug is resolved and remediation is verified.
Evidence-based debugging applies to complex engineering tasks by enforcing deterministic reproduction and hypothesis testing. By requiring agent-runnable pass/fail signals, it handles non-deterministic behavior through rigorous, multi-phase diagnostic workflows and systematic instrumentation.
Use a systematic diagnostic workflow for complex engineering tasks requiring deterministic reproduction, hypothesis testing, and verified remediation. It replaces standard debugging when aimless, reactive changes risk scope drift and lack evidence-based regression test coverage.
malinskibeniaminGuide reproduce, hypothesize, instrument, and regression-test phases for debugging.
HechaoYannetMap existing tests to GDD critical paths and produce a coverage manifest.
fmflurryGuide hypothesis-driven debugging with one hypothesis and deterministic validation steps.
xbklairithAutomate testing and debugging workflows with RED-GREEN-REFACTOR guidance.
