Index #1 · rank 41 of 47 · DevInfra · scanned 2026-07-19
Cloudflare
Agent readability of https://developers.cloudflare.com/ — scored from a reproducible crawl snapshot under rubric v0.
Deterministic · 40%
80
LLM rubric · 35%
7
Task probes · 25%
100
Band
amber
Machine-checkable fundamentals
✓llms.txt at the rootllms.txt present · 10 sections · 104 links100%
✓OpenAPI spec discoverable & validvalid OpenAPI at https://developers.cloudflare.com/openapi.json100%
✓Heading structuremean heading-quality 73% over 60 pages73%
✓Code samples on reference pages39/59 reference pages have code samples66%
✓Auth documented with an exampleauthentication documented with a code example100%
✕Pages within agent token budget4/60 pages within 8000-token budget7%
✓Links resolve0/202346 links broken100%
✓Crawler & meta hygienemean meta-hygiene 72% over 60 pages73%
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
0.3/4
Completeness
0/4
Consistency
0.5/4
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.