Agent Skill
2/7/2026apex-root-cause-sentinel
Anti-laziness protocol focusing on formal verification and elimination of temporary patches.
A
adelfree2023
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SKILL.md
| Name | apex-root-cause-sentinel |
| Description | Anti-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
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