Index #1 · rank 2 of 47 · DevInfra · scanned 2026-07-19
GitLab
Agent readability of https://docs.gitlab.com/ee/api/ — scored from a reproducible crawl snapshot under rubric v0.
† JS-required. Scored with JavaScript rendering — these docs are strong but arrive near-empty to a non-JS agent (fetch-only score: 60).
Deterministic · 40%
84
LLM rubric · 35%
89
Task probes · 25%
100
Band
green
Machine-checkable fundamentals
✓llms.txt at the rootllms.txt present · 67 sections · 563 links100%
✕OpenAPI spec discoverable & validOpenAPI found (?) but did not validate40%
✓Heading structuremean heading-quality 100% over 60 pages100%
✓Code samples on reference pages41/60 reference pages have code samples68%
✓Auth documented with an exampleauthentication documented with a code example100%
✓Pages within agent token budget48/60 pages within 8000-token budget80%
✓Links resolve0/8463 links broken100%
✓Crawler & meta hygienemean meta-hygiene 100% over 60 pages100%
Can an agent actually finish?
✓Find the authentication methodnamed an auth method with a cited sourcePASS
✓Find the rate limitsstated a concrete rate limit with a cited sourcePASS
✓Construct a first valid requestproduced a request construct with a cited sourcePASS
Executed by a pinned claude-sonnet-5 agent over the crawl snapshot; graded on substance + citation, transcripts stored.
Prose quality, graded by model
Clarity
3.5/4
Completeness
3.3/4
Consistency
3.8/4
Key pages assessed
6
Is this your documentation? Every score is reproducible from stored inputs, and corrections are part of the methodology — if a page we couldn't reach is reachable to a normal agent, we'll re-scan and publish the update. See the methodology or grab your badge.