Diagnose hard bugs through a six-phase workflow from reproduction to fix.
npx skills add https://github.com/kos3nz/dotfiles --skill diagnose-kos3nz
Please help me install this Agent Skill. Skill: diagnose Source: https://github.com/kos3nz/dotfiles/tree/main/.config/agents/skills/diagnose Command: npx skills add https://github.com/kos3nz/dotfiles --skill diagnose-kos3nz
This skill provides a disciplined, phase-driven loop for diagnosing hard bugs and performance regressions, guiding the user from reproduction to hypothesis, instrumentation, and fix.
Start by reproducing the bug, then follow the six phases: build the loop, reproduce, hypothesise, instrument, fix with regression tests, and cleanup.
High-intent search queries and answers about installing and using this skill.
A disciplined debugging loop systematically resolves hard bugs and performance regressions through a six-phase workflow: build a feedback loop, reproduce, hypothesize, instrument, fix with regression tests, and cleanup.
To reproduce flaky behavior or crashes, you first build a deterministic feedback loop, then follow a structured workflow to hypothesize and instrument the codebase until the inconsistent behavior is reliably triggered for root-cause analysis.
The best way to instrument code for root-cause analysis is to apply a phase-driven workflow that generates artifacts and prompts targeted instrumentation after forming a hypothesis, accelerating the identification of crashes and slowdowns.
Yes, you can use this structured debugging workflow for performance regressions, as it specifically applies when users report slowdowns, crashes, or inconsistent behavior across a project, guiding you through risk-managed diagnosis.
You add regression tests during the fix phase of the debugging loop, ensuring the hard bug is resolved and the specific crash or flaky behavior is prevented from recurring in the codebase before final cleanup.
SamyakJhaveriAutomate a six-phase bug-fix workflow from reproduction to recording.
aist-ai-sastDiagnose MCP regression failures and implement durable fixes across test suites.
mmartinsolivDiagnose hard bugs and performance regressions through reproducible feedback loops.
nktfh100Diagnose hard bugs and performance regressions through a structured reproduction and testing loop.
