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# Registry Auditor Tool

## Overview
Automated audit and repair tool for the Langfuse prompt registry. Hydrates lifecycle labels, backfills missing metadata on gene prompts, and repairs broken production prompts with fallback templates.

## Available Operations

### Label Hydration
- **Labels** - Promote all `latest`-only prompts to appropriate lifecycle labels
- Automatically determines label based on prompt name (production, staging, experimental)
- Idempotent: skips prompts that already have multiple labels

### Metadata Backfill
- **Metadata** - Backfill missing metadata fields on `gene-*` prompts
- Required fields: model_family, provider, latency_tier, status
- Only targets gene prompts; skips agents and other types

### Broken Prompt Repair
- **Repair** - Re-initialize broken production prompts with fallback templates
- Requires `force: true` for destructive operations
- Creates minimal but valid prompt structure

### Full Audit
- **All** - Run all three operations in sequence
- Default operation when none specified

## Parameters
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `operation` | string | No | One of: labels, metadata, repair, all (default: all) |
| `dryRun` | boolean | No | Preview changes without applying (default: false) |
| `force` | boolean | No | Enable destructive operations like repair (default: false) |

## Safety Modes
- **Dry Run** (`dryRun: true`): Preview all changes without applying any
- **Force** (`force: true`): Required for broken prompt repair operations
- Default mode is safe: no changes applied without explicit dryRun=false

## Use Cases
- Initial registry hydration after setup
- Periodic health checks on prompt registry
- Recovering from corrupted or incomplete prompt deployments
- Standardizing metadata across all gene prompts

Preview

Registry Auditor Tool

Overview

Automated audit and repair tool for the Langfuse prompt registry. Hydrates lifecycle labels, backfills missing metadata on gene prompts, and repairs broken production prompts with fallback templates.

Available Operations

Label Hydration

Labels - Promote all latest-only prompts to appropriate lifecycle labels
Automatically determines label based on prompt name (production, staging, experimental)
Idempotent: skips prompts that already have multiple labels

Metadata Backfill

Metadata - Backfill missing metadata fields on gene-* prompts
Required fields: model_family, provider, latency_tier, status
Only targets gene prompts; skips agents and other types

Broken Prompt Repair

Repair - Re-initialize broken production prompts with fallback templates
Requires force: true for destructive operations
Creates minimal but valid prompt structure

Full Audit

All - Run all three operations in sequence
Default operation when none specified

Parameters

Parameter	Type	Required	Description
`operation`	string	No	One of: labels, metadata, repair, all (default: all)
`dryRun`	boolean	No	Preview changes without applying (default: false)
`force`	boolean	No	Enable destructive operations like repair (default: false)

Safety Modes

Dry Run (dryRun: true): Preview all changes without applying any
Force (force: true): Required for broken prompt repair operations
Default mode is safe: no changes applied without explicit dryRun=false

Use Cases

Initial registry hydration after setup
Periodic health checks on prompt registry
Recovering from corrupted or incomplete prompt deployments
Standardizing metadata across all gene prompts

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