Diagnose and fix root-cause issues across data pipelines, app stacks, and infrastructure.
npx skills add https://github.com/vanducng/skills --skill fix-vanducng
Please help me install this Agent Skill. Skill: fix Source: https://github.com/vanducng/skills/tree/main/skills/fix Command: npx skills add https://github.com/vanducng/skills --skill fix-vanducng
End-to-end fixing across surfaces you actually work on: data pipelines, app stack, and infra. Scout → diagnose → apply at root cause → verify with fresh evidence → add regression guard. Use for failing DAGs, dbt test failures, 5xx, UI regressions, GH Actions failures, terraform drift, CrashLoopBackOff, lint/type errors. Stops after 3 failed attempts to question architecture.
Iron law: NO FIX WITHOUT ROOT CAUSE. NO "DONE" WITHOUT FRESH EVIDENCE.
Initiate the diagnostic loop by scouting the codebase, then proceed through diagnosis and verification to land a minimal root-cause fix.
High-intent search queries and answers about installing and using this skill.
To fix DAG failures and dbt tests end-to-end, you must scout the codebase to locate the root cause with structured evidence, apply a minimal fix, and verify by re-running the exact failing steps with fresh evidence.
Resolving 5xx errors and UI regressions requires a strict root-cause approach: diagnose with structured evidence, apply multi-surface governance fixes, and verify the resolution with fresh evidence before adding regression prevention.
Fixing infra drift and CrashLoopBackOff errors involves scouting the infrastructure, diagnosing the root cause with a minimal blast radius, applying the fix, and verifying the resolution with fresh evidence.
Yes, this approach applies to lint, type errors, and GitHub Actions failures by diagnosing the root cause, applying the fix across surfaces, and verifying the resolution with fresh evidence and regression guards.
If debugging your data pipeline fails after three attempts, the process stops to question the underlying architecture, preventing repeated ineffective fixes and ensuring you reassess the system design.
Yes, you can fix terraform drift across infrastructure surfaces by scouting for the root cause, applying multi-surface governance fixes, and verifying the resolution with fresh evidence and regression prevention.
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