coredipper/operon-chaperone
1
🧬 Operon Chaperone
Recover structured data from malformed LLM output using a multi-strategy cascade -- like protein chaperones refolding misfolded proteins.
What to Try
- Open the Input & Parse tab, select a schema from the Target Schema dropdown (e.g. FunctionCall), paste broken JSON into the input box, and click Parse to watch the cascade recover it.
- Toggle individual strategies on or off (STRICT, EXTRACTION, LENIENT, REPAIR) to see which one succeeds for different kinds of malformation.
- Switch to the Batch Examples tab and click Run All Examples to see the cascade handle trailing commas, single quotes, markdown-wrapped JSON, and more in one pass.
How It Works
The Chaperone tries four folding strategies in order -- strict parsing, extraction from wrappers, lenient type coercion, and structural repair -- stopping at the first success. This mirrors how biological chaperones apply progressively stronger refolding forces to recover functional protein structure.