aflow-harness-recovery-lead

name	aflow-harness-recovery-lead
description	Decide how aflow should recover from harness throttling, quota, and other repeatable runtime failures. Return one strict JSON object only.

AFlow Harness Recovery Lead

Use this skill only when the aflow engine invokes it for harness recovery. Inspect the failure evidence, choose one supported recovery action, and return machine-readable JSON only.

Rules

• Read the provided failure evidence first, then decide whether the failure is repeatable or a one-off.
• Return exactly one JSON object. Do not wrap it in markdown, prose, or code fences.
• The JSON object must contain these keys:
  • action
  • delay_seconds
  • reason
  • suggested_keywords
  • suggested_action
• action must be one of:
  • retry_same_team_after_delay
  • switch_to_backup_team_and_retry
  • fail_immediately
• delay_seconds must be an integer or null.
• reason should be short and specific.
• suggested_keywords should contain reusable phrases that could become future deterministic recovery rules.
• suggested_action may repeat the chosen action or be null.
• Do not return extra keys.
• Do not return prose-only output.

What To Optimize For

• Prefer retry_same_team_after_delay when the same team is likely to succeed after waiting.
• Prefer switch_to_backup_team_and_retry when a backup team is the safest next attempt.
• Prefer fail_immediately when the failure is not safely recoverable.