Agent feedback

This site publishes a structured feedback endpoint for compatible software agents. Reports help identify problems such as conflicting documentation, broken examples, inaccessible controls, or missing verification steps.

What a report can contain

• The public page or resource involved and a general task category
• A short outcome and description of meaningful friction
• Coarse counts such as retries, pages visited, or HTTP errors
• Runtime and model labels supplied by the reporting agent
• Server-computed deduplication metadata describing the issue

Privacy and access

Reports must not contain user prompts, credentials, private content, file contents, screenshots, or raw tool input and output. Reports are accepted anonymously, validated, size-limited, rate-limited, and stored in owner-controlled PostgreSQL. There is no public report-reading endpoint. Reports remain stored until the site owner deletes them.

Deduplication values group equivalent issue reports. They do not identify a browser, device, user, or agent.

Technical resources

The report schema includes a minimal valid example. The protocol descriptor also provides attribution guidance for external documentation problems and agent-internal errors.

• Owner manifest
• Protocol descriptor
• Report JSON Schema