---

name: "ring:dev-feedback-loop" description: | Captures metrics and learnings from completed development cycles. Enables continuous improvement by analyzing patterns across cycles. license: MIT compatibility: platforms: - opencode

metadata: version: "1.0.0" author: "Lerian Studio" category: workflow trigger: - After ring:dev-cycle completes (success or failure) - After all gates have been processed

Dev Feedback Loop

Overview

Captures metrics and learnings from completed development cycles to enable continuous improvement.

Metrics Captured

Per-Gate Metrics

Aggregate Metrics

Copy{
  "total_duration_ms": 0,
  "total_iterations": 0,
  "gates_passed_first_try": 0,
  "gates_required_fixes": 0,
  "most_common_issues": [],
  "standards_compliance_rate": 0.0
}

Learning Categories

Technical Patterns

• Which standards are most frequently violated
• Which gates require most iterations
• Common test coverage gaps
• Recurring review issues

Process Patterns

• Average cycle duration by task complexity
• Bottleneck gates
• Approval wait times
• Rejection reasons

Output Format

Copy## Feedback Loop Summary

### Cycle Metrics
| Metric | Value |
|--------|-------|
| Total Duration | Xm Ys |
| Total Iterations | N |
| Gates Passed First Try | X/6 |

### Gate Performance
| Gate | Duration | Iterations | Issues |
|------|----------|------------|--------|
| Implementation | Xm | N | [count] |
| DevOps | Xm | N | [count] |
| SRE | Xm | N | [count] |
| Testing | Xm | N | [count] |
| Review | Xm | N | [count] |
| Validation | Xm | N | [result] |

### Standards Compliance
| Agent | Sections | Compliant | Gaps |
|-------|----------|-----------|------|
| backend-engineer-* | X | Y | Z |
| ring:devops-engineer | X | Y | Z |
| ring:sre | X | Y | Z |
| ring:qa-analyst | X | Y | Z |

### Top Issues
1. [Most common issue type]
2. [Second most common]
3. [Third most common]

### Recommendations
- [Suggestion based on patterns]
- [Process improvement]

State Integration

Reads from ring:dev-cycle state file:

• docs/ring:dev-cycle/current-cycle.json
• docs/ring:dev-refactor/current-cycle.json

Extracts:

• agent_outputs.* for per-gate data
• metrics.* for timing data
• tasks[*].gate_progress for iteration counts

Usage

Automatically invoked at end of ring:dev-cycle. Can also be manually triggered to analyze historical cycles.