Put the developer docs under docs/dev and index the folder for users first
docs/ had 26 developer documents flat beside the manual, and the two audiences are very differently sized: most readers want the manual and the gesture reference, a few want the register, the designs and the measurements. The manual and gestures.md stay at the top; everything for someone changing the code moves to docs/dev/, and the two documents that name their own successors — the v0.1 milestone and the UI-refinement plan — go to docs/dev/archive/ rather than being deleted, since both are still cited. docs/README.md is the index, users first. Every reference follows: code comments, Cargo manifests, the workflows, the pre-commit hook, the bench and traceability tools (which locate the repo root by docs/dev/requirements.md now), packaging, the Docker READMEs, CLAUDE.md, CONTRIBUTING.md and the README. The matrix links one level deeper and is regenerated. Links out of the moved documents into the tree gain a level; a link checker over every Markdown file finds none broken.
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@@ -82,7 +82,7 @@
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//! Grouping has no natural `subject_id`: it is a property of a *run* of frames,
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//! so a per-image job would rebuild the world once per photograph. It is
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//! therefore a debounced library-level pass, for exactly the reasons
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//! docs/catalog.md §10.2 gives for face clustering, and [`regroup`] is the whole
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//! docs/dev/catalog.md §10.2 gives for face clustering, and [`regroup`] is the whole
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//! of it — one ordered walk, no per-pair comparison beyond adjacent frames.
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//!
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//! # Grouping is not hiding
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@@ -2,7 +2,7 @@
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//! Face data as sealed shards, so a second device does not re-index the library.
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//!
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//! Indexing a 23,500-image library is on the order of two hours of CPU
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//! (docs/faces.md §12.2). It is also **byte-identical on every device**: the
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//! (docs/dev/faces.md §12.2). It is also **byte-identical on every device**: the
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//! same model over the same proxy produces the same embedding. Paying for it
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//! once per account rather than once per device is the whole point of this
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//! module, and it is the same bargain the thumbnail store already makes.
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@@ -1,7 +1,7 @@
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//! TRACES: FR-CULL-8 | FR-CULL-9 | FR-CULL-10 | FR-CULL-11 | FR-CULL-12 | NFR-SEC-5
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//! People and faces: what was detected, who it is, and who said so.
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//!
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//! The storage half of docs/faces.md. `dr-face` finds faces and turns them into
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//! The storage half of docs/dev/faces.md. `dr-face` finds faces and turns them into
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//! 512 numbers; this module is where those numbers acquire an identity, and
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//! where the user's corrections outrank the model's guesses.
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//!
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@@ -110,7 +110,7 @@ pub struct DetectedFace {
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/// Raw rather than unit length, so the length ([`Self::quality`]) is in
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/// the blob and not only beside it. Readers re-normalise on load.
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pub embedding: Vec<u8>,
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/// Source pixels across the aligned crop (docs/faces.md §7).
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/// Source pixels across the aligned crop (docs/dev/faces.md §7).
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pub crop_px: f32,
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/// Length of the raw embedding before normalisation — the model's own
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/// reading of how recognisable the crop was, and the gate on whether
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@@ -211,7 +211,7 @@ pub use dr_face::Calibration;
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/// the same face in the same photograph, for carrying an identity across a
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/// re-detection.
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///
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/// Set at the reference library's P≈0.95 line (docs/faces.md §9's table:
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/// Set at the reference library's P≈0.95 line (docs/dev/faces.md §9's table:
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/// 0.449), which is far above anything two different people in one frame
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/// reach and below what one face re-embedded from a better crop of itself
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/// does. The number is only ever asked about *overlapping* boxes on *one*
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@@ -2469,7 +2469,7 @@ mod tests {
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}
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/// The reference implementation's fitted MBF curve puts the P=0.5 boundary
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/// at cosine 0.267 (docs/faces.md §1). Our own first end-to-end run scored
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/// at cosine 0.267 (docs/dev/faces.md §1). Our own first end-to-end run scored
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/// 0.596 between distinct photographs of one person and 0.05 between
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/// different people, so those two must land either side.
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#[test]
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@@ -729,7 +729,7 @@ fn attached_has_table(conn: &Connection, schema: &str, table: &str) -> Result<bo
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/// # What travels, and what is recomputed
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///
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/// The rule this module already follows for the rest of the catalog: user
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/// judgements travel, inference is rebuilt. Concretely (docs/faces.md, and the
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/// judgements travel, inference is rebuilt. Concretely (docs/dev/faces.md, and the
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/// asymmetry `crate::faces` opens with):
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///
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/// - **People** — uuid, name, and whether the user set them aside. Merged by
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@@ -16,7 +16,7 @@
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//! # The one thing a rebuild does not recover
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//!
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//! **Collections.** A manual collection is a set of images the user assembled
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//! by hand and nothing in the filesystem records it (`docs/catalog.md` §8.1) —
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//! by hand and nothing in the filesystem records it (`docs/dev/catalog.md` §8.1) —
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//! which is the whole reason the catalog file itself syncs. So the two offers
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//! are not interchangeable, and the interface must not present them as if they
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//! were: a restore keeps the user's collections, a rebuild does not.
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@@ -570,7 +570,7 @@ mod tests {
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// The first NFR-R6 branch, asserted on the thing that distinguishes it
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// from the second: a collection exists nowhere but the catalog, so it
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// is the evidence that the *contents* came back and not merely a
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// readable file (docs/catalog.md §8.1).
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// readable file (docs/dev/catalog.md §8.1).
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let dir = tempdir("restore");
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let path = dir.join("catalog.sqlite");
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fixture(&path, 500);
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@@ -1009,7 +1009,7 @@ CREATE INDEX face_index_model ON face_index(model_id);
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const V8: &str = r#"
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-- TRACES: FR-CULL-8 | FR-CULL-9 | FR-CULL-10 | FR-CULL-11 | FR-CULL-12 | NFR-SEC-5
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-- People and faces (docs/faces.md, docs/catalog.md §10).
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-- People and faces (docs/dev/faces.md, docs/dev/catalog.md §10).
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--
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-- Everything here is **derived data** except one column. Faces, landmarks,
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-- embeddings, cluster assignments and suggestions are all reproducible by
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@@ -1046,7 +1046,7 @@ CREATE TABLE faces (
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landmarks BLOB NOT NULL, -- 5 x (x, y) f32, normalised likewise
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detector_confidence REAL NOT NULL,
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embedding BLOB NOT NULL, -- 512 x f16; unit length until V14, raw since
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-- Source pixels across the aligned 112x112 crop (docs/faces.md §7).
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-- Source pixels across the aligned 112x112 crop (docs/dev/faces.md §7).
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--
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-- Not cosmetic: it is the honest quality signal for the UI, a feature in
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-- the §8 calibration -- FR-CULL-9 names face size as an axis along which an
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