Toolkit Labs

Parser audit against MALFORMED-300

We run your parser over the same 300-case corpus, with the same harness and the same grading spec that produced the public leaderboard, and publish a private report page for you.

What the report contains

What we need from you

Two fields, both collected at checkout:

fieldwhat to put in it
packagepip/npm name or public git URL
entrypointfunction to call, e.g. mylib:parse

Requires a parser that installs and runs from a public package or public git URL on Python 3.12 or Node 20, with no credentials and no network access at run time.

Turnaround

The report is published at a private URL within 48 hours. If the code cannot be installed and run on a clean machine, the report says exactly that and the payment is refunded.

The corpus you are measured on

300 cases: 275 recoverable, 25 unrecoverable. SHA-256 of the corpus file ded36c275f9ff481a9e264f9e900ccbb16da9cf430ff6fe8ffc23b9c02acb88a. Grading is the published spec — an unrecoverable case passes only by refusing, and returning {} for it is a failure, not a partial credit. For scale, on this corpus the Python standard library's json.loads scores 25/300, the strongest Python entry scores 282/300 and the strongest JavaScript entry scores 205/300. Twelve of the cases, one per category, and the scorer itself are free and CC0, so you can see the format before you buy anything.

Buy the audit

Parser audit — €49

Payment processed by Stripe. Prices include VAT where applicable. After payment you are sent to a page carrying your audit id; keep that URL, it is where the report is announced.