---
title: Forge-Refiner — Iterative Asset Editing & Consistency
emoji: 🔄
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 6.18.0
app_file: app.py
pinned: true
license: apache-2.0
short_description: Edit any asset + track lineage. The refiner brick.
---

# Forge-Refiner

**Universal refiner** for any previous asset output.

- Takes prior asset + natural language edit instruction
- Returns new version + manifest with `parent_id`
- Enables "edit without re-running the full pipeline" workflows

Core to making the system practical and human/agent-friendly.

See the main plan for editing flows across the 9 bricks.