Resilience

GPTClaudeDeepSeek··▲ 465 copies·updated 2026-07-14

resilience.prompt

# Resilience & Recovery Patterns

Structured recovery protocols for handling failures in agentic workflows.

## Research Foundation

**REF-002**: Roig (2025) Key Finding

> "Recovery capability—not initial correctness—is the dominant predictor of agentic task success."

DeepSeek V3.1 achieves 92% success via post-training for verification/recovery, not model scale.

## The PAUSE-DIAGNOSE-ADAPT-RETRY-ESCALATE Protocol

### PAUSE

On any error or unexpected result:

when to use it

Community prompt sourced from the open-source GitHub repo jmagly/aiwg (MIT). A "Resilience" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.