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feat(search): the agent's search can ask for every kind the corpus has (#4250)
The engine took `note_type` and `task_kind` all along. What was missing was a
way to say them: the MCP tool's `content_type` knew `note`, `task` and `all`,
and `/api/search` knew the same two — so an agent could not ask "has this
snippet already been recorded" or "what lessons apply here" without searching
everything and reading past the rest. Browse offered nine kinds from the same
data.

The cause is that each door kept its own map. `_FACETS` in services/knowledge
is where a kind is declared, and #3161 made adding one a single edit by
generating the SQL filter, the Python predicate and the door's validation from
it — but the two search doors were written before that and never joined. So
this adds the third dialect, `search_filters_for`, and one composition over it,
`content_type_filters`, and both doors now derive instead of listing.

Two names keep a meaning of their own, and the docstrings say so: `all` is no
filter, and `note` is BROAD — any non-task, snippets and lessons included —
where the browse facet of the same name is narrow (`note_type == 'note'`).
They are left different deliberately; narrowing this one would stop returning
snippets to every caller that already asks this way.

An unrecognised kind is now refused rather than answered. Both doors used to
fall through: the MCP tool into a filter matching no row, the route into no
filter at all, so `?content_type=snippets` returned the whole corpus while
looking like a narrowed search. An empty result set is a claim — "the corpus
holds nothing like this" — and an agent acts on that claim by building the
thing it could not find, so a typo must not be able to make it.

The docstring is the agent-facing contract (#2846), and a test now holds it to
the table: every kind `_FACETS` declares has to appear in it, because a filter
an agent has not been told about is unreachable however well it is wired.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-21 11:12:48 -04:00
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