“Debugging”

Diagnose container image pull failures (ErrImagePull / ImagePullBackOff).

[AUTO-INVOKE] MUST be invoked when debugging failed on-chain transactions.

Use when performing systematic debugging work with PCO routing, bounded context, evidence gates, and honest completion language.

Consult before attempting a fix when root cause or behavior is unclear, failures repeat, components interact, or guessing would be unsafe.

Guides systematic root-cause debugging.

Use when debugging type inference failures or runtime route errors in a fossyl project — curry signature mismatches, branded wrappers, pagination shapes…

Research-aligned self-consistency for debugging.

验证失败时的自动修复循环

Debug Flutter runtime errors and odd behavior systematically — reproduce, read the stack, match the error catalog, fix minimally, verify, add a regression test.

Structured debugging — frame the bug, list 5–7 category-diverse hypotheses, distill to 1–2, validate with local logs/doctor before any code fix.

Diagnose and repair a reproducible failure with evidence.

Compatibility alias for reconify-engine-debug.

Investigate a failure, isolate root cause, and propose or apply a fix.

Reproduce or inspect a failure, isolate root cause, and validate a fix.

Paste an error, stack trace, or describe a bug — get a diagnosis and fix across any stack

Diagnose evidenced software failures, vague or intermittent buggy outcomes without a reproducible path, and open-ended CI, quality-control, or UX breakage…

This project is a proof of concept for detecting and preventing kernel-mode debugging on Windows.

Diagnose StatefulSet rollout and scaling failures (ordered update stuck, OnDelete not updating, partition misconfiguration, PVC binding deadlocks).

Recall ChatCrystal memories for debugging tasks involving failing tests, compiler errors, runtime exceptions, dependency issues, environment breakage, or…

Diagnose bugs via hypothesis loop with circuit breaker.

Use this skill when debugging hard JavaScript frontend bugs where runtime behavior is unclear, especially async flows, state gates, retries, effects…

Debug Hypotheses workflow for coding agents.

Debug issues methodically — use when stuck on errors, test failures, or unexpected behavior

Systematically find root causes and fix bugs.