Live testing surfaced three ways small models went wrong summarizing a
library: they gave up after one empty search (misspelled channel names
found nothing), so zero-result searches now carry a retry hint and the
Research prompt requires list_collections before channel/site questions
and search_videos(channel_id) before claiming a channel is summarized;
they presented the familiar YouTube source URL instead of the WROLPi
link, so listings omit the source URL (archive detail keeps it); and
they invented links for channels, so channel collections now carry
their real /videos/channel page link. Search descriptions state that
search_str is optional for browsing the newest items.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Lean, flat, LLM-shaped read-only endpoints over the library: global,
video, archive, and doc search; paged captions, archive text, and zim
entries; collections, inventories, and a media-directory text reader.
Links are server-computed; big content is paged, never truncated.
This ports the formatting layer from wrolpi_mcp (untouched for now)
into tested code. First phase of ai.md.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
