Working now
What already works.
- URL Stability and Redirects is relatively strong at 100/100.
- Authentication and Access is relatively strong at 100/100.
- Content Structure is relatively strong at 100/100.
Benchmark report
Docs benchmark report.
Report for
Skyflowdocs.skyflow.com
This report shows where agents can use these docs cleanly and where the biggest points of friction still are.
Benchmark score
97Grade A
This report passes 16 of 22 checks, with 2 warnings, 2 failed checks, and 2 skipped checks still shaping the next score lift.
- Checks passed
- 16/22
- Warnings
- 2
- Failed checks
- 2
Key takeaways
What stands out first.
Start with what already works, then move to the fixes most likely to lift the score.
Improve next
What to improve next.
- Markdown Content Parity in Observability and Content Health.
- Content Start Position in Page Size and Truncation Risk.
- LLMS TXT Valid in Content Discoverability.
Check results
Full score breakdown
Open each category to review the checks behind the score and see exactly where agents still hit friction.
Page Size and Truncation Risk3 passed1 failedCan an agent read the page without losing important context?
Page Size and Truncation Risk
3 passed1 failed
Can an agent read the page without losing important context?
1 failed check still shape this area.
Rendering Strategy
All 10 sampled pages contain server-rendered content
Page Size Markdown
All 9 pages under 50K chars (median 7K, max 40K)
Page Size Html
All 10 sampled pages convert under 50K chars (median 7K, 3% boilerplate)
Content Start Position
1 of 10 sampled pages have content starting past 50% (worst 52%)
Observability and Content Health2 passed1 failedCan an agent tell whether the docs are fresh and trustworthy?
Observability and Content Health
2 passed1 failed
Can an agent tell whether the docs are fresh and trustworthy?
1 failed check still shape this area.
LLMS TXT Freshness
llms.txt covers 100% of 42 sitemap doc pages; 2 llms.txt links not in sitemap (may indicate stale links or incomplete sitemap)
Markdown Content Parity
1 of 8 pages have substantive content differences between markdown and HTML (avg 9% missing); 1 failed to fetch
Cache Header Hygiene
All 12 endpoints have appropriate cache headers
URL Stability and Redirects2 passedCan an agent trust that URLs will stay predictable?
URL Stability and Redirects
2 passed
Can an agent trust that URLs will stay predictable?
This area is already one of the stronger parts of the report.
Http Status Codes
All 10 sampled pages return proper error codes for bad URLs
Redirect Behavior
No redirects detected across 10 sampled pages
Authentication and Access1 passed1 skippedCan an agent access the docs without getting blocked?
Authentication and Access
1 passed1 skipped
Can an agent access the docs without getting blocked?
1 check were skipped in this report.
Auth Gate Detection
All 10 sampled pages are publicly accessible
Auth Alternative Access
All docs pages are publicly accessible; no alternative access paths needed
Content Structure2 passed1 skippedCan an agent understand how the page is organized?
Content Structure
2 passed1 skipped
Can an agent understand how the page is organized?
1 check were skipped in this report.
Tabbed Content Serialization
13 tab group(s) across 1 of 10 sampled pages; all serialize under 50K chars
Section Header Quality
1 page(s) with tabs found, but no section headers inside tab panels to evaluate
Markdown Code Fence Validity
All 28 code fences properly closed across 11 pages
Markdown Availability2 passedCan an agent fetch a clean text version of the docs?
Markdown Availability
2 passed
Can an agent fetch a clean text version of the docs?
This area is already one of the stronger parts of the report.
Markdown Url Support
9/9 sampled pages support .md URLs (100%)
Content Negotiation
9/9 sampled pages support content negotiation (100%)
Content Discoverability4 passed2 warningsCan an agent find the right starting point?
Content Discoverability
4 passed2 warnings
Can an agent find the right starting point?
2 warnings still need cleanup here.
LLMS TXT Exists
llms.txt found at 2 location(s)
LLMS TXT Valid
llms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.skyflow.com/llms.txt: No blockquote summary found; https://docs.skyflow.com/docs/llms.txt: No blockquote summary found
LLMS TXT Size
llms.txt is 4,697 characters (under 50,000 threshold)
LLMS TXT Links Resolve
All 10 same-origin sampled links resolve (44 total links)
LLMS TXT Links Markdown
9/10 same-origin sampled links point to markdown content (90%)
LLMS TXT Directive (HTML)
llms.txt directive found in 9 of 10 sampled pages (1 missing)
Next steps
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