Local output adapters
Parse escaped answer boundaries, choose payload channels, finalize streams, enforce versions and prepare result rows.
Associate batched answers using supplied question delimiters
Parse a local escaped delimiter grammar with malformed boundaries and unassigned output retained.
Keep diagnostic text outside the business payload
An adapter imports a diagnostic channel as part of a customer-facing field.
Finalize only a complete locally supplied output stream
A correct-looking prefix is accepted before an explicit end marker arrives.
Retest an adapter after a declared output-key revision
A new response shape is silently interpreted using an older adapter.
Quarantine candidate files that exceed supplied parse limits
One large malformed output exhausts the evaluator instead of yielding a controlled disposition.
Export AI evaluation outcomes without flattening nested failures
An array of two failures becomes one ambiguous comma-containing label.