---
id: kaizen-low-success-rate-review
name: Low Agent Success Rate Review
enabled: false
owner: kaizen-agentic
governance: custodian
status: proposed
trigger:
  type: event
  event_type: kaizen.metrics.recorded
context_sources:
  - type: event-payload
    bind_to: context.metrics
---

# Low Agent Success Rate Review

When a project agent's rolling success rate drops below 0.8, create a review
task in issue-core for human or optimizer-agent follow-up.

```rule
id: flag-low-success-rate
condition: 'context.metrics.summary.success_rate < 0.8 && context.metrics.summary.execution_count >= 5'
action:
  task_template: "Review {{context.metrics.agent}} success rate ({{context.metrics.summary.success_rate}})"
  description: |
    Agent {{context.metrics.agent}} in {{context.metrics.project}} has success_rate
    below 0.8 over {{context.metrics.summary.execution_count}} executions.
    Run: kaizen-agentic metrics show {{context.metrics.agent}}
    Then: kaizen-agentic metrics optimize {{context.metrics.agent}}
  target_repo: "{{context.metrics.project}}"
  priority: high
  labels: ["kaizen", "metrics", "review", "automated"]
```

**Threshold:** 0.8 success rate, minimum 5 executions (avoids noise on early pilots).

**CLI mapping:** Event emitter is future work; manual check today:

```bash
kaizen-agentic metrics show <agent>   # inspect summary.success_rate
kaizen-agentic metrics optimize <agent>
```