Jfrog

docs.jfrog.com
Score: 75 out of 100, grade C75
Grade C
Last checked: May 12, 2026 · Rerun
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Simulation: Fern // bud
Day 0
CategoryDevTools
Checks passed13/23Warnings3Failed6

Jfrog scores 75/100 (Grade C), passing 13 of 23 checks (57%). The documentation is broadly accessible to AI agents but has 9 areas that could be improved to better serve automated tooling.

# Agent Score Fix Report — Jfrog
URL: https://docs.jfrog.com/
Score: 75/100 (Grade C)

I need help improving the AI-readiness of the documentation at https://docs.jfrog.com/.
Agent Score found 6 failing checks and 3 warnings.

## Failing Checks (6)
- [content-discoverability] Llms Txt Size: llms.txt is 497,970 characters (exceeds 100,000 threshold; will be truncated by most agents)
- [content-discoverability] Llms Txt Links Resolve: Only 9/10 same-origin sampled links resolve (90%); 1 broken; 1 failed to fetch
- [content-discoverability] Llms Txt Directive Html: No llms.txt directive found in HTML of any of 9 sampled pages; 1 failed to fetch
- [content-discoverability] Llms Txt Directive Md: No llms.txt directive found in markdown of any of 10 sampled pages
- [markdown-availability] Content Negotiation: Server ignores Accept: text/markdown header (0/10 sampled pages return markdown)
- [page-size] Content Start Position: 5 of 10 sampled pages have content starting past 50% (worst 80%)

## Warnings (3)
- [content-discoverability] Llms Txt Valid: llms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.jfrog.com/llms.txt: No blockquote summary found
- [page-size] Page Size Html: 1 of 10 sampled pages convert to 50K–100K chars (max 2044K HTML → 59K markdown (99% boilerplate))
- [observability] Markdown Content Parity: 1 of 10 pages have minor content differences between markdown and HTML

## Fix Instructions

For each issue above, please:
1. Analyze the documentation site at https://docs.jfrog.com/
2. Implement the specific fix
3. Verify the fix would cause the check to pass

### Common fixes:
- **No llms.txt**: Create /llms.txt following https://llmstxt.org — list all doc pages in markdown format
- **No .md URL support**: Configure your docs platform to serve pages at equivalent .md URLs (e.g. /docs/quickstart.md)
- **No content negotiation**: Return markdown when request includes Accept: text/markdown header
- **Large page size**: Reduce nav boilerplate, inline scripts, and repetitive markup
- **No sitemap**: Generate /sitemap.xml listing all documentation URLs
- **Auth walls**: Ensure docs pages return 200 without requiring login cookies or tokens
- **No Last-Modified header**: Configure your server/CDN to include Last-Modified response headers
- **Tab content hidden**: Ensure tabbed content is rendered in the HTML (not JS-only) so agents can read all variants

## Run afdocs Locally for More Detail

To get deeper visibility into what's failing, run afdocs against your docs:

  npx afdocs check https://docs.jfrog.com/ --fixes --verbose

- **--fixes**: Adds "Fix:" lines to the output for each warn/fail check with actionable remediation steps
- **-v, --verbose**: Shows per-page details (specific URLs, character counts, error codes) for checks with issues — useful for per-URL visibility into what's failing
CHECK RESULTS

How your docs scored

llms-txt-sizellms.txt is 497,970 characters (exceeds 100,000 threshold; will be truncated by most agents)Learn more
llms-txt-links-resolveOnly 9/10 same-origin sampled links resolve (90%); 1 broken; 1 failed to fetchLearn more
llms-txt-directive-htmlNo llms.txt directive found in HTML of any of 9 sampled pages; 1 failed to fetchLearn more
llms-txt-directive-mdNo llms.txt directive found in markdown of any of 10 sampled pagesLearn more
llms-txt-validllms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.jfrog.com/llms.txt: No blockquote summary foundLearn more
llms-txt-existsllms.txt found at https://docs.jfrog.com/llms.txtLearn more
llms-txt-links-markdown10/10 same-origin sampled links point to markdown content (100%) (1 external link excluded)Learn more
content-negotiationServer ignores Accept: text/markdown header (0/10 sampled pages return markdown)Learn more
markdown-url-support10/10 sampled pages support .md URLs (100%)Learn more
auth-gate-detectionAll 10 sampled pages are publicly accessibleLearn more
auth-alternative-accessAll docs pages are publicly accessible; no alternative access paths neededLearn more
content-start-position5 of 10 sampled pages have content starting past 50% (worst 80%)Learn more
page-size-html1 of 10 sampled pages convert to 50K–100K chars (max 2044K HTML → 59K markdown (99% boilerplate))Learn more
rendering-strategyAll 10 sampled pages contain server-rendered contentLearn more
page-size-markdownAll 10 pages under 50K chars (median 6K, max 44K)Learn more
markdown-content-parity1 of 10 pages have minor content differences between markdown and HTMLLearn more
llms-txt-coveragellms.txt covers 96% of 2402 sitemap doc pages; 2 llms.txt links not in sitemap (may indicate stale links or incomplete sitemap)Learn more
cache-header-hygieneAll 11 endpoints have appropriate cache headersLearn more
tabbed-content-serializationNo tabbed content detected across 10 sampled pagesLearn more
section-header-qualityNo tabbed content found; header quality check not applicableLearn more
markdown-code-fence-validityAll 13 code fences properly closed across 11 pagesLearn more
http-status-codesAll 10 sampled pages return proper error codes for bad URLsLearn more
redirect-behaviorNo redirects detected across 10 sampled pagesLearn more

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