Agent Skill
2/7/2026

apex-root-cause-sentinel

Anti-laziness protocol focusing on formal verification and elimination of temporary patches.

A
adelfree2023
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SKILL.md

Nameapex-root-cause-sentinel
DescriptionAnti-laziness protocol focusing on formal verification and elimination of temporary patches.

name: apex_root_cause_sentinel description: Anti-laziness protocol focusing on formal verification and elimination of temporary patches.

🕵️ Context-Aware Debugging & Error Handling (v2.0)

Focus: Context-Aware Debugging (3) & Error Handling Patterns (16).


🔍 Context-Aware Debugging

  • Full-Repo Awareness: Analyze errors using the entire project context. Never fix a local symptom without checking its global architectural impact.
  • Traceability Matrix: Map errors to specific architectural layers (e.g., "The Redis timeout in the Storefront is caused by a missing connection pool in the API layer").

🚀 Root Solutions (Error Handling)

  • Global Resilience: Implement global, resilient error-capturing systems using NestJS Exception Filters and AsyncLocalStorage for request tracing.
  • Standardized Payloads: All errors must return a consistent JSON payload: { status: "error", code: "E_CODE", message: "User-friendly message", details: {...} }.
  • Automatic Recovery: Design systems to automatically recover from transient failures (e.g., Redis reconnection, DB retry logic).

🛡️ Anti-Hallucination Protocols

  • Proof of Fix: You must trace any proposed fix to a specific line in the codebase. Refuse to guess.
  • Verification Mapping: Confirm the fix on the server by running targeted tests or checking live logs.
Skills Info
Original Name:apex-root-cause-sentinelAuthor:adelfree2023