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# Product
<!-- impeccable:product-schema 1 -->
> **Stub, not an interview.** Every fact below is taken verbatim from the project brief that opened this
> repository, or marked as undecided. Nothing here was confirmed in an `/impeccable init` interview.
> Run `/impeccable init` before the first UI work and let it replace this file.
## Platform
web
## Stack
The backend stack was confirmed during the 001 design and implemented: Python + FastAPI, managed with
`uv`, because Recoll provides native Python bindings. The frontend stack remains undecided, and no web
UI has been built. See `docs/DECISIONS.md` for the decision and `AGENTS.md` for installed toolchains.
## Users
Undecided — not yet interviewed. From the brief, the product is self-hosted on a server the user
controls, which implies a technical operator running it for themselves or a small group. Confirm before
designing around it.
## Product Purpose
A layer on top of Recoll, a Linux desktop full-text search and indexing tool. It exists to give Recoll
a modern, sleek interface, to run as a hosted service rather than a desktop app, and to hold several
independent document collections at once (stated examples: `techbooks`, `cookbooks`).
## Positioning
Recoll's own interfaces are a desktop GUI and a basic bundled web UI, both single-index and
single-machine. This product's stated difference is a hosted, multi-collection service with a modern
interface and an MCP server, so the same index is usable by a person in a browser and by an AI agent.
## Operating Context
- Deployed with Docker on a server; used through a browser.
- Collections map to bodies of documents the user keeps, named by subject.
- A second consumer is an MCP client (an AI agent), searching the same collections programmatically.
- After the hosted product through spec 004 is delivered, a cross-platform installable desktop form is
a product goal. It should reuse the web UI and API rather than create a second product surface.
## Capabilities and Constraints
Confirmed from the brief:
- Full-text search and indexing, provided by Recoll.
- Multiple named collections, managed independently.
- Web UI, served from a Docker deployment.
- MCP server exposing the same search capability.
Spec 001 settled authentication, cross-collection search, indexing triggers, and API result fields.
UI presentation and filter coverage beyond the shipped container remain undecided. See
`docs/ARCHITECTURE.md` for the implemented shape.
## Brand Commitments
Working name: `recoll-modern`. No logo, palette, typography, or voice has been established.
"Modern and sleek" is the only stated aesthetic constraint — recorded as-is, not expanded.
## Evidence on Hand
None. No screenshots, copy, sample collections, user research, or existing interface exist in this
repository. Future work must not fabricate any.
## Product Principles
Undecided — these are derived from a confirmed interview, which has not happened. Leaving this section
empty is deliberate; do not invent principles to fill it.