Reversing Labs scores 83/100 (Grade B), passing 14 of 22 checks (64%). The documentation is broadly accessible to AI agents but has 7 areas that could be improved to better serve automated tooling.
# Agent Score Fix Report — Reversing Labs URL: https://docs.reversinglabs.com Score: 83/100 (Grade B) I need help improving the AI-readiness of the documentation at https://docs.reversinglabs.com. Agent Score found 4 failing checks and 3 warnings. ## Failing Checks (4) - [content-discoverability] Llms Txt Directive: No llms.txt directive found in any of 2 sampled pages; 8 failed to fetch - [page-size] Content Start Position: 2 of 10 sampled pages have content starting past 50% (worst 87%) - [observability] Llms Txt Freshness: llms.txt covers 87/459 sitemap doc pages (19%); 372 missing; 289 llms.txt links not in sitemap (may indicate stale links or incomplete sitemap) - [observability] Markdown Content Parity: Could not fetch HTML for any pages to compare; 8 failed to fetch ## Warnings (3) - [content-discoverability] Llms Txt Size: llms.txt is 77,448 characters (between 50,000 and 100,000; consider splitting) - [markdown-availability] Markdown Url Support: 8/10 sampled pages support .md URLs (80%); inconsistent support - [markdown-availability] Content Negotiation: Content negotiation partially supported: 0 correct type, 8 wrong type, 2 HTML only ## Fix Instructions For each issue above, please: 1. Analyze the documentation site at https://docs.reversinglabs.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.reversinglabs.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-freshnessllms.txt covers 87/459 sitemap doc pages (19%); 372 missing; 289 llms.txt links not in sitemap (may indicate stale links or incomplete sitemap)
markdown-content-parityCould not fetch HTML for any pages to compare; 8 failed to fetch
cache-header-hygieneAll 11 endpoints have appropriate cache headers
markdown-url-support8/10 sampled pages support .md URLs (80%); inconsistent support
content-negotiationContent negotiation partially supported: 0 correct type, 8 wrong type, 2 HTML only
auth-gate-detectionAll 10 sampled pages are publicly accessible
auth-alternative-accessAll docs pages are publicly accessible; no alternative access paths needed
llms-txt-directiveNo llms.txt directive found in any of 2 sampled pages; 8 failed to fetch
llms-txt-sizellms.txt is 77,448 characters (between 50,000 and 100,000; consider splitting)
llms-txt-existsllms.txt found at 1 location(s)
llms-txt-validllms.txt follows the proposed structure (H1, blockquote, heading-delimited link sections)
llms-txt-links-resolveAll 10 same-origin sampled links resolve (272 total links)
llms-txt-links-markdown10/10 same-origin sampled links point to markdown content (100%)
content-start-position2 of 10 sampled pages have content starting past 50% (worst 87%)
rendering-strategyAll 10 sampled pages contain server-rendered content
page-size-markdownAll 8 pages under 50K chars (median 8K, max 27K)
page-size-htmlAll 10 sampled pages convert under 50K chars (median 12K, 14% boilerplate)
tabbed-content-serializationNo tabbed content detected across 10 sampled pages
section-header-qualityNo tabbed content found; header quality check not applicable
markdown-code-fence-validityAll 8 code fences properly closed across 9 pages
http-status-codesAll 10 sampled pages return proper error codes for bad URLs
redirect-behaviorNo redirects detected across 10 sampled pages
