Guide reproduce, hypothesize, instrument, and regression-test phases for debugging.
npx skills add https://github.com/malinskibeniamin/skills --skill diagnose-malinskibeniamin
Please help me install this Agent Skill. Skill: diagnose Source: https://github.com/malinskibeniamin/skills/tree/main/diagnose Command: npx skills add https://github.com/malinskibeniamin/skills --skill diagnose-malinskibeniamin
Disciplined diagnosis loops for hard bugs and performance regressions, guiding users from reproduction to hypothesis, instrumentation, fix, and regression testing in a structured, repeatable workflow.
Run the interactive HITL diagnosis loop by executing scripts/hitl-loop.template.sh and follow the prompts.
High-intent search queries and answers about installing and using this skill.
You can systematically debug hard bugs by running a structured six-phase diagnosis loop spanning reproduction, hypothesis generation, instrumentation, fixing with regression tests, and cleanup to reduce cognitive load and increase repro rates.
A disciplined diagnosis loop for flaky tests is a repeatable workflow that enforces strict progress checkpoints across reproduction, hypothesis, and instrumentation phases. It captures outcomes deterministically, ensuring you verify the bug before attempting a fix.
Start a human-in-the-loop debugging session by executing the interactive template script, which drives deterministic debugging phases and prompts you through each step. It captures outcomes and maintains strict progress checkpoints throughout the workflow.
Yes, the structured debugging workflow applies to performance regressions, bug reports, and flaky tests across diverse codebases and teams. It provides phase-driven guidance and strict checkpoints to ensure consistent, repeatable diagnosis regardless of the project context.
The best way to instrument code during bug diagnosis is to follow a structured workflow that moves from reproduction to hypothesis before applying instrumentation. This ensures you collect targeted diagnostic data rather than guessing at the root cause prematurely.
proffesor-for-testingCreate structured bug reports with reproduction steps and environment details.
botlearn-aiAnalyze error messages and stack traces to propose verified fixes for OpenClaw agents.
00PrabalK00Scaffold logging, metrics, tracing, dashboards, and alerting for microservices.
Chang-Shih-YungAggregate type checker, linter, and test results into a 0-10 composite score.
