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-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-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
auth-alternative-accessAll docs pages are publicly accessible; no alternative access paths neededLearn more
page-size-html1 of 10 sampled pages convert to 50K–100K chars (max 2044K HTML → 59K markdown (99% boilerplate))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