Nvidia HeavyAI scores 98/100 (Grade A), placing it among the most AI-agent-ready documentation sites evaluated. It passes 19 of 23 checks (83%), demonstrating strong support for AI coding agents. 2 items require attention to reach a perfect score.
# Agent Score Fix Report — Nvidia HeavyAI URL: https://docs.nvidia.com/heavyai Score: 98/100 (Grade A) I need help improving the AI-readiness of the documentation at https://docs.nvidia.com/heavyai. Agent Score found 1 failing checks and 1 warnings. ## Failing Checks (1) - [observability] Markdown Content Parity: 3 of 10 pages have substantive content differences between markdown and HTML (avg 11% missing) ## Warnings (1) - [content-discoverability] Llms Txt Valid: llms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.nvidia.com/heavyai/llms.txt: No blockquote summary found ## Fix Instructions For each issue above, please: 1. Analyze the documentation site at https://docs.nvidia.com/heavyai 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.nvidia.com/heavyai --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
markdown-content-parity3 of 10 pages have substantive content differences between markdown and HTML (avg 11% missing)Learn more
auth-alternative-accessAll docs pages are publicly accessible; no alternative access paths neededLearn more
llms-txt-validllms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.nvidia.com/heavyai/llms.txt: No blockquote summary foundLearn more
llms-txt-existsllms.txt found at 2 locations; using https://docs.nvidia.com/heavyai/llms.txt as canonicalLearn more
llms-txt-directive-htmlllms.txt directive found in HTML of all 10 sampled pages, near the top of contentLearn more
llms-txt-directive-mdllms.txt directive found in markdown of all 10 sampled pages, near the top of contentLearn more
page-size-htmlAll 10 sampled pages under 50K chars (median 677K HTML → 13K markdown (98% boilerplate))Learn more
http-status-codesAll 8 sampled pages return proper error codes for bad URLs; 2 failed to fetchLearn more