Add deploy docs (CICD + Authelia/OIDC); changelog 0.1.0

deploy/CICD.md documents which git push/tag triggers which pipeline steps; deploy/AUTH.md documents the Authelia OIDC integration contract with a sequence diagram of the login flow. Cross-link from README and INSTALL. The 0.1.0 release also ships the previously-committed security hardening (server-side session expiry + nosniff on served files). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Security hardening: server-side session expiry + nosniff on files
2026-06-20 21:20:08 -04:00 · 2026-06-20 20:56:38 -04:00 · 2026-06-20 20:17:37 -04:00 · 2026-06-20 16:04:30 -04:00 · 2026-06-20 10:59:46 -04:00 · 2026-06-20 08:35:14 -04:00
38 changed files with 2711 additions and 26 deletions
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@ -0,0 +1,69 @@
 # Changelog
 All notable changes to this project are documented here. Versions are git tags;
 release tags `X.Y.Z` are built and deployed automatically (pre-release tags such
 as `0.0.0a1` are built and staged only).
 ## [0.1.0] - 2026-06-20
 ### Security
 - Enforce the 12h session lifetime server-side (reject sessions older than the TTL
  even if the sealed cookie is intact), so a leaked cookie can't be replayed forever.
 - Send `X-Content-Type-Options: nosniff` when serving user-uploaded receipt and
  attachment bytes.
 ### Docs
 - Add deploy docs: `deploy/CICD.md` (which git push/tag triggers which pipeline
  steps) and `deploy/AUTH.md` (the Authelia/OIDC integration contract + a sequence
  diagram of the login flow). Cross-linked from the README and `deploy/INSTALL.md`.
 ## [0.0.4] - 2026-06-20
 ### Changed
 - AI tab: correction notes are now full-width, wrapping, auto-growing textareas
  (Save/Delete per note) instead of single-line inputs that truncated long notes,
  so the whole note is readable and editable.
 ## [0.0.3] - 2026-06-20
 ### Added
 - AI classifier correction notes + misread review (new "AI" tab).
  - A global list of free-text correction notes is appended to the classifier
    prompt; managed inline (add/edit/delete). The notes table is temporal (edits
    soft-delete + insert), seeded once from a no-PII default list (documented in the
    README), and read live per classification.
  - A read-only view of the exact assembled prompt.
  - Every AI-run upload records the suggestion blob + model (round-tripped from the
    browser). Misreads — where a final field differs from the AI's guess — are
    derived and listed for review; reviewing shows the image and per-field
    guess-vs-entered, and lets the user attribute which note(s) fixed it (or close
    it unresolved).
  - See SPEC.md §10 and DESIGN.md item 15.
 ## [0.0.2] - 2026-06-20
 ### Added
 - Optional tags on a receipt. An "Add tags" button on the upload form (after
  "Who") opens an in-page card with an alphabetical chip mosaic; tap to select or
  deselect, and create a new tag inline (auto-selected for this receipt). Tags are
  a shared, free-form vocabulary stored separately from the fixed categories.
  - New tags are written to the catalog only when the receipt is actually saved,
    matched case-insensitively so casing variants don't duplicate.
  - A receipt's tags are shown on the confirmation page and in the recent lists.
  - See spec.md item 14. Out of scope for now: tag-based filtering, tally-by-tag,
    and editing/merging tags in Manage.
 ## [0.0.1] - 2026-06-19
 ### Added
 - Upright receipt images (EXIF orientation normalization). Phone cameras often
  store a photo sideways with an EXIF "Orientation" tag that only some viewers
  honor, so receipts could appear rotated. On upload the indicated rotation is now
  baked into the pixels (and the tag dropped) so the stored image is upright in
  every consumer — browser, download, the AI classifier, and any future export.
  - Applies only when orientation is actually known (a JPEG with an EXIF tag of
    2..8). Images with no tag, an already-upright tag, non-JPEG images, and PDFs
    are left byte-for-byte untouched — no guessing from image content.
  - Runs on the primary receipt, every additional attachment, and the image sent
    to the AI classifier. New uploads only; existing stored receipts are unchanged.
  - See spec.md item 13.
--- a/DESIGN.md
+++ b/DESIGN.md
@ -1,3 +1,11 @@
 ================================================================================
 DESIGN JOURNAL — historical, chronological record of decisions and rationale.
 For the current expected behavior of the app, see SPEC.md (the source of truth).
 This file explains WHY things were built the way they were; SPEC.md says WHAT the
 app does today. When behavior changes, update SPEC.md; append context here only if
 the reasoning is worth preserving.
 ================================================================================
 HSA Receipt Tracker — Requirements (v1)
 Purpose
 Capture and archive HSA-eligible receipts for future reimbursement and tax substantiation. No parsing, no OCR, no reporting.
@ -354,3 +362,192 @@ half-written row, and recover automatically on the next boot — no manual repai
  - Recovery from true corruption (beyond crash-consistency) is restore-from-backup:
    the metadata-only daily backup (item 11) recovers the records; the full .db
    export (/export/db, blobs included) recovers records + images.
 13. Upright receipt images (EXIF orientation normalization)
 Phone cameras often save a photo in the sensor's native orientation plus an EXIF
 "Orientation" tag that says "rotate me when displaying". Some viewers honor the
 tag and some don't, so a receipt that looks fine in one place shows up sideways in
 another (and the bytes are stored verbatim, so the problem follows the file). On
 upload, bake the indicated rotation into the pixels so the stored image is upright
 for EVERY consumer — browser, download, the AI classifier, a future PDF export —
 not just EXIF-aware ones.
  - Act only when orientation is actually KNOWN. A JPEG carrying an EXIF
    Orientation tag of 2..8 is decoded, rotated/flipped upright, re-encoded
    (JPEG, q≈90), and the tag dropped. A tag of 1 (already upright) or NO tag at
    all — the common case, where there is genuinely no way to know which way is up
    — leaves the original bytes byte-for-byte untouched. We never infer orientation
    from image content or guess; an unrotatable image is left as-is, never wrong.
  - Scope: JPEG only (where camera orientation tags live in practice). PDFs and
    other image types pass through unchanged, as does any file that fails to decode
    (kept rather than lost).
  - Applies to the primary receipt, every additional attachment (item 10), and the
    image sent to the AI classifier (an upright image reads more reliably). It runs
    after the MIME allowlist check and before the dual-write, so file_size_bytes and
    both stored copies (disk + DB blob) reflect the normalized bytes.
  - Client side cannot help: there is no browser/camera API to disable capture
    rotation, so this is necessarily a server-side fix.
  Out of scope: content-based auto-rotation (detecting "up" without metadata),
  rotating PDFs, and backfilling already-stored receipts.
 14. Optional tags on a receipt
 Let the user attach zero or more free-form TAGS to a receipt at upload time, on top
 of the fixed category and the optional "who". Tags are a shared, user-extensible
 vocabulary (e.g. "orthodontics", "tax-2026", "Jude-braces") for grouping receipts
 however the household likes, without touching the fixed category list. Optional:
 a receipt with no tags is normal.
 Upload UI:
  - An "Add tags" button on the upload form, placed AFTER the "Who" control. A
    summary next to it shows the current selection (e.g. "3 tags" or the chip
    labels), so the user sees what's attached without opening the picker.
  - Tapping it opens an IN-PAGE overlay (modal card), NOT a separate page. The
    upload form already holds in-progress state — the chosen file, the AI-filled
    amount/date/category, the "who" — and navigating away would lose it (the file
    input especially). The picker must preserve all of that; closing it returns to
    the same half-filled form.
  - The card shows every existing tag as a chip in a wrap/mosaic layout, sorted
    alphabetically (case-insensitive, like the other lookups). Tap a chip to select
    it; tap again to deselect. Selected chips are visually distinct (filled vs
    outline, checkmark, etc.). Multiple selections allowed.
  - At the bottom, a "new tag" text field + add control. Creating a tag adds its
    chip to the mosaic and marks it SELECTED for this receipt by default. The new
    chip is client-side only until the receipt is submitted (see persistence).
    Creating a name that already exists (case-insensitive, trimmed) just selects
    the existing chip rather than making a duplicate.
  - A "Done with tags" button closes the card and returns to the form with the
    selection retained. The receipt is then submitted normally; tags ride along in
    the same POST /upload submission (no separate endpoint), like attachments.
 Data model — new `tags` lookup table and a many-to-many join:
  - tags: id (INTEGER PK), label (TEXT, unique case-insensitively). Same shape and
    ordering convention as categories/people (ORDER BY label COLLATE NOCASE).
  - receipt_tags: (receipt_id FK → receipts.id, tag_id FK → tags.id), composite
    primary key (receipt_id, tag_id) so a tag can't be linked twice to one receipt.
    Index on tag_id for "receipts with this tag" lookups later.
  - Tags are global/shared (both users see the same catalog), consistent with the
    shared-visibility model. No per-user tag namespaces.
 Persistence and submission:
  - The form submits the selected tags as a list (existing tag ids and/or new tag
    LABELS). On insert, the server resolves each: known label/id → reuse; unknown
    label → create the tag row first (create-if-missing by normalized label), then
    link. This means a NEW tag is written to the catalog only when its receipt is
    actually saved — an abandoned upload never litters the tag list.
  - Tag links are written after the receipt row exists (it owns the id), in the same
    request that saves the receipt and its attachments.
  - Normalization: trim surrounding whitespace; match/dedup case-insensitively;
    store the label as the user first typed it (display casing preserved).
  - Soft-deleting a receipt hides its tag links along with it (the catalog entries
    persist). Tags never affect duplicate detection or Tally totals.
 Display:
  - A receipt's tags are shown as chips wherever its details appear (the recent
    lists, item 4/5, and the confirm page after upload). AI auto-fill does NOT
    suggest tags; tagging is a manual, deliberate act.
 Out of scope (for now):
  - Tag-based filtering/search of receipts and a tally-by-tag view (likely the next
    step once tags exist).
  - Editing/renaming/merging/deleting tags in the Manage page. Free-form tags will
    accumulate cruft and a cleanup surface (akin to item 6 for people) will be
    wanted eventually, but not in this item.
  - Adding/removing tags on an already-saved receipt (no edit/detail page yet, same
    limitation as attachments in item 10).
 15. AI classifier notes + failure review (implemented — see SPEC.md §10)
 A closed loop for improving receipt classification over time: the user accumulates
 corrective instructions ("notes") that are appended to the classifier prompt, and
 reviews past misreads one by one to author and attribute those fixes. Big change;
 spans storage, the upload path, the classifier prompt, and a new top-level tab.
 Motivation: classification will misread some receipts (a vendor's odd date format,
 a statement that lists the patient under "Guarantor", etc.). Rather than hardcode
 ever-more rules, let the two users add their own corrections as they hit failures,
 and give them a place to study failures and decide what fixed them.
 A. Notes — what they are
  - A single, GLOBAL, free-text list of correction lines, appended to the system
    prompt as a "Corrections/Notes" appendix. Global because at classify time the
    app does not yet know the category/vendor, so scoped notes couldn't be selected.
  - Authored English, separate from the prompt's DERIVED parts (people + name
    variants, category names/examples, today's date), which stay computed in code.
    The static prompt scaffolding (the rules/warnings) stays in code too — notes
    only AUGMENT it; this item does not externalize the whole prompt.
  - Curated, not append-forever: each active note costs tokens on every scan and too
    many dilute the instructions, so delete/edit matter as much as add. Realistically
    a handful.
 B. Notes — storage (temporal)
  - Table ai_notes(id, text, created_at, deleted_at). Active set = deleted_at IS
    NULL, ordered by created_at; that set is what gets appended to the prompt.
  - EDIT = soft-delete the old row + insert a new one (never update in place), so the
    full history is preserved. The notes active at any time T are
    created_at <= T AND (deleted_at IS NULL OR deleted_at > T) — which is what lets a
    failure be matched against the notes that existed when it happened (section E).
  - Read per /classify call (live; no restart needed). Rides along in /export/db and
    the daily backup like everything else.
  - SEEDED ONCE from a hardcoded default list in code (the same defaults are
    published in the README for humans), inserted only when the table is completely
    empty — so a deliberately-deleted default does not resurrect on restart. Never
    read from a file/config at runtime; no export/mirror file. Defaults carry no PII;
    user-authored notes live only in the DB (private, not in git).
 C. Capturing classifications (the plumbing)
  - The /classify result is produced server-side but only reaches the browser (to
    pre-fill the form); by POST /upload the server no longer holds it. So the browser
    PERSISTS the suggestion blob + model and sends it back in a hidden field on
    submit. (The API key is and remains server-side — only the suggestions round-trip.)
  - Store one row per AI-run upload:
    classifications(receipt_id PK/FK, model, response_json, created_at,
                    reviewed BOOL, reviewed_at, resolution).
    Skip-AI or classification-disabled uploads create NO row.
  - response_json is the /classify blob (suggested amount/date/category_id/person_id,
    the raw_* text the model read, cost, model). Treat it as DIAGNOSTIC data, not
    ground truth — it is client-supplied and could be tampered with; nothing
    security-relevant depends on it. Mild PII (raw read name) but DB-only.
 D. Failures are DERIVED, not stored
  - A "failure"/miss = at least one of the 4 AI-suggested fields (amount, date,
    category, who) differs from the receipt's final stored value, where AI returning
    null/empty and the user filling it COUNTS as an override (the AI missed it).
  - Receipts are immutable (no edit) and the blob is immutable, so the comparison
    inputs never change — derived overrides can never drift, so we store no
    redundant per-field booleans. Per-field detail (which of the 4, AI-guess vs.
    corrected) is computed on demand from the blob vs. the receipt when a failure is
    displayed. Volume is tiny, so deriving each time is cheap. (If SQL-level
    filtering/stats ever matter, a single computed had_override flag could be added
    purely as an index — not the four booleans.)
  - Review state (reviewed, reviewed_at, resolution) and the fix links below are the
    only non-derivable things, so they ARE stored.
 E. Review — the loop
  - New top-level "AI" tab with three sections (one tab unless it grows):
      1. Notes — list active notes; add / edit / delete (each edit = soft-delete +
         insert per section B).
      2. Prompt — READ-ONLY view of the live assembled system prompt (static
         scaffolding + injected people/categories/today + current active notes), so
         the user sees exactly what is sent. View-only for now; not editable.
      3. Review — unreviewed failures, one at a time.
  - Reviewing one failure shows: the receipt IMAGE, the MODEL used, which fields were
    overridden (AI guess vs. corrected, derived from the blob), and the NOTES ADDED
    SINCE this failure's created_at (from the ai_notes temporal history). The user
    marks which of those notes were the fix → recorded in miss_fixes(receipt_id,
    note_id); if none fixed it, close as resolution='unresolved'. Either way set
    reviewed=1, reviewed_at. ("Switched to a stronger model" as a resolution reason
    may be added later, since model is recorded.)
 F. Out of scope / future
  - Per-category or vendor-scoped notes (global only, by design above).
  - Automatic re-classification/recompute of past failures. The data supports it
    (model + active-notes-at-time-T + the stored image), but review stays MANUAL —
    the user eyeballs the image to understand the miss.
  - Editing the static prompt scaffolding (view-only here) and externalizing the
    whole prompt.
  - Accuracy-rate stats across all classifications.
  - No prompting the user to write a note at upload time — failures are recorded
    silently and dealt with later in the Review tab (likely on a real computer).
--- a/README.md
+++ b/README.md
@ -0,0 +1,43 @@
 # HSA Receipt Tracker
 A small, mobile-first web app for two household users to capture and archive
 HSA-eligible receipts (photo or PDF) for future reimbursement and tax
 substantiation, with optional AI auto-fill of the amount/date/category/patient.
 - **What it does (current behavior):** [SPEC.md](SPEC.md) — the source of truth.
 - **Why it's built this way (history & rationale):** [DESIGN.md](DESIGN.md).
 - **Version log:** [CHANGELOG.md](CHANGELOG.md).
 ## Running
 It's a single static Go binary (`CGO_ENABLED=0`, pure-Go SQLite). Configure via
 environment (see [.env.example](.env.example)); `./scripts/build.sh` builds it and
 `./scripts/run.sh` runs it locally.
 Deployment:
 - **[deploy/CICD.md](deploy/CICD.md)** — what each git push/tag triggers (branch =
  build+test; release tag `X.Y.Z` = build+deploy; pre-release tag = build+stage).
 - **[deploy/INSTALL.md](deploy/INSTALL.md)** — one-time host setup, on-disk layout,
  manual deploy, and rollback.
 - **[deploy/AUTH.md](deploy/AUTH.md)** — the Authelia (OIDC) integration: which
  config fields must agree with which app env vars, and how access is granted/revoked.
 ## AI classifier correction notes
 When an API key is configured, each upload is read by the model to pre-fill the
 form. You can steer it with **correction notes** — free-text rules appended to the
 classifier prompt — managed under the **AI** tab. When the model misreads a
 receipt, that upload is recorded; the AI tab lets you review misreads one by one
 and attribute which note fixed each.
 Notes live only in the database (private, never committed, included in `/export/db`
 backups). On first run the table is seeded once with these **default notes** (no
 PII), which you can edit or delete:
 1. Amounts that use a comma as the decimal separator (e.g. "12,50") mean 12.50, not 1250.
 2. When both a service/visit date and a separate statement, print, or due date appear, use the service date.
 3. "Patient Pay", "You Paid", "Amount Due", and "Patient Responsibility" are the amount actually paid — prefer them over subtotals or insurance-covered amounts.
 These defaults are defined in code (`internal/storage/ai_notes.go`); this list is
 the human-readable copy. They are only seeded when the notes table is empty, so a
 deleted default does not come back on restart.
--- a/SPEC.md
+++ b/SPEC.md
@ -0,0 +1,357 @@
 # HSA Receipt Tracker — Specification
 This is the source of truth for the app's **current** expected behavior, organized
 by domain. It describes what the app does today, not how it got here — for the
 history and rationale of each decision see [DESIGN.md](DESIGN.md); for the
 version-by-version log see [CHANGELOG.md](CHANGELOG.md).
 Keywords **MUST**, **SHOULD**, and **MUST NOT** mark hard requirements vs.
 recommendations. When behavior changes, amend the relevant section here in the same
 commit.
 ---
 ## 1. Purpose & scope
 Capture and archive HSA-eligible receipts for two household users, for future
 reimbursement and tax substantiation. The app is mobile-first (phone camera
 capture matters). It deliberately does **not** do reimbursement tracking, in-place
 editing, or general reporting beyond the Tally view.
 ---
 ## 2. Users, authentication & authorization
 - Two users, both with full shared access — there is no per-user data isolation;
  everything is visible to every authorized user.
 - Authentication is **OIDC with PKCE** against an Authelia issuer (`ISSUER_URL`),
  using the registered client (`OIDC_CLIENT_ID` / `OIDC_CLIENT_SECRET`).
 - The login flow:
  - `GET /login` generates a PKCE verifier, state, and nonce, stores them in a
    short-lived (10 min) encrypted `hsa_login` cookie, and redirects to Authelia.
  - `GET /callback` validates state (CSRF), exchanges the code with the PKCE
    verifier, verifies the ID token and nonce, then reads claims. Groups and email
    come from the ID token, falling back to the UserInfo endpoint (Authelia serves
    these from UserInfo by default).
  - The user identity (**subject**) is the email, or the preferred username if no
    email is present.
 - **Authorization gate:** the user MUST be a member of `REQUIRED_GROUP` (exact,
  case-sensitive match). Otherwise the callback returns **403**.
 - On success a `hsa_session` cookie is set for **12 hours**. The session is an
  **AES-256-GCM** sealed token (tamper-evident; key = `SHA-256(SESSION_SECRET)`),
  and the 12h lifetime is enforced **server-side** (a session older than the TTL is
  rejected even if the cookie value is intact), not just via the cookie's MaxAge.
  Cookies are `HttpOnly`, `SameSite=Lax`, and `Secure` whenever `REDIRECT_URL` is
  `https://`.
 - `GET /logout` clears the session and redirects to `/login`.
 - **Public routes** (no session required): `/healthz`, `/static/*`, `/login`,
  `/callback`, `/logout`. **Every other route requires a valid session**; missing
  or invalid sessions redirect to `/login`.
 ---
 ## 3. Configuration
 All runtime config is read from environment variables (a local `.env` is loaded
 best-effort on startup; see [.env.example](.env.example)). Required vars (startup
 fails if any is missing): `ISSUER_URL`, `OIDC_CLIENT_ID`, `OIDC_CLIENT_SECRET`,
 `REDIRECT_URL`, `REQUIRED_GROUP`, `SESSION_SECRET`.
 | Var | Default | Meaning |
 |---|---|---|
 | `LISTEN_ADDR` | `:8080` | HTTP listen address |
 | `DB_PATH` | `./data/hsa.db` | SQLite database file |
 | `STORAGE_DIR` | `./data` | storage **root** (receipts/attachments live under it) |
 | `MAX_UPLOAD_MB` | `32` | per-file upload cap (reject larger) |
 | `CONFIG_PATH` | `./config.json` | people + categories catalog |
 | `CLAUDE_API_KEY` | _(empty)_ | Anthropic key; empty **disables** AI classification |
 | `CLASSIFY_MODEL` | `claude-haiku-4-5-20251001` | classification model id |
 | `BACKUP_DIR` | `./data/dbbackup` | scheduled metadata-only backups |
 | `BACKUP_INTERVAL` | `168h` | backup frequency (Go duration); `0` disables |
 | `BACKUP_KEEP` | `8` | most-recent backups to retain |
 **Catalog (`config.json`):** defines `persons` (last/first/middle) and
 `categories` (name + authored `examples`). On startup the app seeds the canonical
 person labels (`First Last`) and category names into the DB (insert-if-absent), so
 labels renamed via Manage survive restarts. The per-category `examples` are used
 only to build the classifier prompt and are intentionally **not** stored in the DB.
 A missing/invalid catalog is a fatal startup error.
 ---
 ## 4. Data model (SQLite)
 - **categories** — `id`, `label` (unique). Seeded; renamable via Manage.
 - **people** — `id`, `label` (unique). Seeded from catalog; renamable via Manage. Format is "<FIRST NAME> <LAST NAME>"
 - **receipts** — `id` (UUID), `uploaded_by`, `uploaded_at`, `receipt_date`,
  `amount_cents` (integer — money is never a float), `category_id` (FK, required),
  `person_id` (FK, nullable), `file_path`, `image_data` (BLOB), `file_size_bytes`,
  `original_filename`, `mime_type`, `deleted_at` (nullable, soft delete).
 - **attachments** — same shape as receipts minus the receipt-specific fields, plus
  `receipt_id` (FK). Supplementary files for a receipt; no amount/date/category of
  their own.
 - **tags** — `id`, `label` (unique, **case-insensitive** via `COLLATE NOCASE`).
 - **receipt_tags** — (`receipt_id`, `tag_id`) many-to-many, composite primary key.
 - **ai_notes** — `id`, `text`, `created_at`, `deleted_at` (nullable). Temporal:
  edits soft-delete + insert, so the active set at any past time is recoverable.
 - **classifications** — `receipt_id` (PK/FK), `model`, `response_json` (the AI
  suggestion blob), `created_at`, `reviewed`, `reviewed_at`, `resolution`.
 - **miss_fixes** — (`receipt_id`, `note_id`) linking a reviewed misread to the
  note(s) credited with fixing it.
 `PRAGMA foreign_keys=ON`, `journal_mode=WAL`, `busy_timeout=5000` are set on open.
 ---
 ## 5. Upload & receipt creation
 The upload form (`GET /{$}`) and its handler (`POST /upload`) are the core flow.
 ### 5.1 Fields & validation
 A submission MUST include: an **amount**, a **date** (`YYYY-MM-DD`), a **category**,
 and a **receipt file**. The **who** (person) and **tags** are optional, as are
 additional attachment files.
 - **Amount** is parsed to integer cents; accepts an optional `$`, spaces, and
  thousands separators; rejects empty, non-numeric, more than two decimals, zero,
  and negatives.
 - **Category** MUST reference an existing category; **who**, if provided, MUST
  reference an existing person.
 - **File** MUST be detected as `image/*` or `application/pdf` and be within
  `MAX_UPLOAD_MB`. Same allowlist and cap apply to each attachment.
 - On any validation error the form re-renders with messages and **nothing is
  written**; the user's entered values, including the tag selection, are preserved.
 ### 5.2 Image orientation normalization
 On upload, a JPEG carrying an EXIF Orientation tag of 2..8 is rotated/flipped
 upright, re-encoded (JPEG q≈90), and the tag dropped, so the stored image is
 upright everywhere. Images with no tag, an upright tag (1), non-JPEG images, PDFs,
 or anything that fails to decode pass through **byte-for-byte**. This applies to
 the receipt, every attachment, and the image sent to the classifier. (No
 content-based guessing; new uploads only.)
 ### 5.3 AI auto-fill (classification)
 When `CLAUDE_API_KEY` is set, attaching a file triggers `POST /classify`, which
 sends the (orientation-normalized) image to the configured model and returns
 suggested amount, date, category, and who to **pre-fill** the form. It mutates no
 state — the user reviews and submits normally.
 - Classification is **forced tool-use**, so the result is always structured. The
  **person** is constrained to the canonical labels (kept only on exact match);
  the **category** is constrained to the configured set, falling back to the last
  (most general) category if the model returns something off-list. Date/amount are
  dropped if null-ish.
 - The user can tick **Skip AI** to suppress the call and fill fields by hand. The
  footnote always shows which model runs (or that auto-fill is off).
 - After a successful classification the per-call cost is shown in cents (¢),
  computed locally from the response's token usage and a hardcoded per-model rate
  table. An unknown model id shows token usage but omits the ¢ figure (never a
  guess).
 - The active **correction notes** (§10) are appended to the classifier prompt. The
  suggestion the model returns is round-tripped through the form and **recorded**
  against the saved receipt, so misreads can be reviewed later (§10). Skip-AI and
  disabled-classification uploads record nothing.
 ### 5.4 Duplicate warning
 Whenever date and amount are both known (edit: those are mandatory fields aren't they?), the form calls `GET /duplicates` and warns
 if a non-deleted receipt already has the **same `receipt_date` and `amount_cents`**.
 The warning lists each match (amount, date, category, who, uploader, upload time,
 filename) and **disables submit** until the user ticks "Add it anyway". No match →
 submit proceeds normally.
 ### 5.5 Attachments
 The form accepts optional extra files in the same submission (a second page, an
 EOB, an itemized list). They inherit the parent receipt's identity, carry no
 metadata of their own, and are saved after the receipt row exists. AI runs only on
 the primary receipt, never on attachments.
 ### 5.6 Tags
 The form has an **"Add tags"** control after **Who** that opens an in-page modal
 with an alphabetical chip mosaic. The user taps chips to select/deselect and can
 create a new tag inline (auto-selected for this receipt). Selected tags submit with
 the form.
 - The tag catalog is **shared/global** and **free-form**.
 - A new tag is written to the catalog **only when the receipt is actually saved**
  (create-if-missing by label), so abandoned uploads add nothing. Labels are
  trimmed and matched/deduped **case-insensitively** (first-seen casing kept).
 - A receipt's tags are shown on the confirmation page and in the recent lists.
 - The classifier does **not** suggest tags — tagging is a manual act.
 ### 5.7 Storage (dual-write & file layout)
 Each receipt and attachment is written in **both** places:
 1. **Filesystem**, under the storage root with a browsable, dated, amount-tagged
   name:
   - receipts: `<STORAGE_DIR>/receipts/<YYYY>/<MM>_<DD>_<dollars>.<cents><ext>`
   - attachments: `<STORAGE_DIR>/attachments/<YYYY>/<MM>_<DD>_<dollars>.<cents>_att<ext>`
   - Year/month/day and amount come from the **receipt** date/amount (attachments
     use their parent's), so an expense's files sort together. Path components
     derive only from date + amount (no user filename → no path-traversal surface).
   - Name collisions get a numeric suffix on the stem (`_1`, `_2`, …) via exclusive
     create (`O_CREATE|O_EXCL`), so concurrent uploads never overwrite.
 2. **DB blob** (`image_data`), so the single `.db` file is a complete, portable
   dataset (metadata + all images).
 `original_filename` and `mime_type` are kept as metadata. The file is written
 before the DB row, so a crash in between can leave a harmless orphan file (never a
 row missing its data); orphans are not auto-cleaned. The DB blob is the source of
 truth for serving.
 After a successful save, a confirmation page shows category, who, amount, date,
 filename, attachment count, and tags, with links to add another / Manage / Export.
 ---
 ## 6. Viewing & serving files
 - `GET /receipt/{id}/file` and `GET /attachment/{id}/file` serve the stored bytes
  **from the DB blob** (so serving works even if the on-disk copy is gone), with
  the original MIME type, `Content-Disposition: inline`, and
  `X-Content-Type-Options: nosniff` (so the browser won't sniff user bytes past the
  declared, upload-time-allowlisted type).
 ---
 ## 7. Recent lists
 Two read-only listings of non-deleted receipts, 10 per page with a "Load next 10"
 control (offset paging):
 - `GET /recent` — ordered by **upload date** (`uploaded_at` desc).
 - `GET /recent/receipts` — ordered by **receipt date** (`receipt_date` desc).
 Each row shows: amount (linking to the file), receipt date, category, the **who**
 abbreviated to initials + last name (e.g. "Jean-Michel Tremblay" → "JM. Tremblay";
 each hyphenated first-name part is initialed), the upload date, paperclip links for
 any attachments, and the receipt's tag chips.
 ---
 ## 8. Tally
 `GET /tally` — a read-only person × year matrix of summed amounts (dollars):
 - One row per person, one column per year that has data; receipts with no who are
  grouped under **"Unassigned"** (sorted last).
 - Right-margin column: total per person across years. Bottom-margin row: grand
  total per year. Bottom-right: overall grand total.
 - Excludes soft-deleted rows. Years are bucketed by the **receipt** date.
 ---
 ## 9. Manage lists
 `GET /manage` lets authorized users curate the lookup lists:
 - **Categories** and **People**: rename existing entries (`POST
  /manage/categories/rename`, `/manage/people/rename`) and add new ones (`POST
  /manage/categories`, `/manage/people`). Renames propagate everywhere because
  receipts reference these by id.
 - On startup, stray partial-name people (e.g. a leftover "Jude") are merged into the
  unambiguous canonical person ("Jude Tremblay"), reassigning their receipts first,
  so no receipt loses its who. Seeding is idempotent.
 - Tags are **not** managed here (see §15 gaps).
 ---
 ## 10. AI classifier notes & misread review
 `GET /ai` — a tab for improving classification over time.
 - **Correction notes:** a single global list of free-text rules, appended to the
  classifier prompt (§5.3). Managed inline — add (`POST /ai/notes`), edit (`POST
  /ai/notes/edit`), delete (`POST /ai/notes/delete`). The table is **temporal**: an
  edit soft-deletes the old row and inserts a new one, so the notes active when any
  past receipt was classified are recoverable. Seeded once from a hardcoded default
  list (documented in the README; no PII) only when the table is empty, so a deleted
  default does not return. Read live on every classify call (no restart).
 - **Read-only prompt view:** renders the exact system prompt that would be sent today
  (static scaffolding + injected people/categories/today + active notes), when
  classification is enabled.
 - **Misread review:** every AI-run upload stores the suggestion blob + model. A
  **miss** is *derived* (never stored) — any of the four AI fields (amount, date,
  category, who) differing from the receipt's final value, where AI-null-then-filled
  counts as a miss. The review queue lists unreviewed misses; `GET /ai/review/{id}`
  shows the receipt image, the AI-guess-vs-entered per field, and the notes added
  *since* that classification. The user ticks which notes fixed it (`POST
  /ai/review/{id}`) → resolution `fixed` and `miss_fixes` links; ticking none closes
  it `unresolved`. Either way the row is marked reviewed.
 Notes live only in the DB (private, not in git; included in `/export/db` and
 backups). The stored suggestion blob is client-supplied diagnostic data, not ground
 truth.
 ---
 ## 11. Export
 - `GET /export/db` — downloads a consistent point-in-time copy of the SQLite
  database produced via `VACUUM INTO` (the live file is never locked/served
  directly). Because images are stored as blobs, this single file is the **complete
  dataset**. `Content-Type: application/octet-stream`, filename
  `hsa-export-YYYY-MM-DD.db`.
 - `GET /export/db?blobs=false` — a **metadata-only** copy with image blobs stripped
  (≈99% smaller); filename `hsa-export-YYYY-MM-DD-metadata.db`.
 - Read-only; mutates no app state. Amounts stay integer cents in the export.
 ---
 ## 12. Scheduled backups
 A background goroutine writes **metadata-only** snapshots (blobs stripped from both
 receipts and attachments) into `BACKUP_DIR`:
 - Frequency `BACKUP_INTERVAL` (default weekly; `0` disables), retaining the most
  recent `BACKUP_KEEP` (default 8).
 - Files are named `hsa_sqlite_backup_<YYYY_MM_DD>.db` — **one per day**; a same-day
  re-run is a no-op, so frequent restarts never spam the directory.
 - Runs once at startup (if the latest backup is due), then on the interval. Failures
  are logged, never fatal. Images are recoverable from the on-disk files and the
  full `/export/db`; the daily backup recovers metadata.
 ---
 ## 13. Durability & crash recovery
 - WAL mode makes the DB self-healing: an interrupted write is rolled forward if
  committed, discarded otherwise, bringing the DB up at its last committed state.
 - On open the app runs `PRAGMA quick_check`; a crash-interrupted write passes, but
  genuine corruption fails fast and the app **refuses to start**, pointing the
  operator at `BACKUP_DIR` / a `.db` export to restore.
 ---
 ## 14. Deployment & operations
 - The app builds as a fully static binary (`CGO_ENABLED=0`; the SQLite driver is
  pure Go), runnable on any `linux/<arch>`.
 - It runs as a **user systemd service** behind a reverse proxy. Tagged releases are
  built and deployed by Forgejo Actions: a release tag `X.Y.Z` is built, tested,
  staged into `~/hsa-app/releases/hsa-app-V<tag>/`, then **activated** (symlink swap
  + service restart); pre-release tags (e.g. `0.0.0a2`) are built and staged only.
  See [deploy/INSTALL.md](deploy/INSTALL.md).
 ---
 ## 15. Known gaps / not yet implemented
 These are intentionally absent today (the schema or storage layer may support some;
 the UI/endpoint does not):
 - **Deleting receipts:** `deleted_at` and a `SoftDelete` storage method exist and
  all listings/tally already exclude deleted rows, but **no route or UI triggers a
  delete** — there is currently no way to delete a receipt from the app.
 - **Editing** existing receipts (fix by deleting and re-adding — once delete exists).
 - **Adding attachments or tags to an already-saved receipt** (no edit/detail page).
 - **Duplicate same-person highlighting:** the warning matches on date + amount only;
  it does not yet weight or highlight a same-person match differently.
 - **Tag features:** no tag-based filtering/search, no tally-by-tag, and no
  editing/merging/deleting tags in Manage (free-form tags will accumulate; a cleanup
  surface is future work).
 - **Archive/zip export** (`/export/archive`): not implemented; only `/export/db`.
 - **HEIC** images are not decodable in pure Go; browser camera uploads arrive as
  JPEG in practice.
 Related future work now that AI notes + review exist (§10): per-category/vendor-
 scoped notes, automatic re-classification of past misses, editing the static prompt
 scaffolding, and accuracy-rate stats. See [DESIGN.md](DESIGN.md) item 15.
--- a/deploy/AUTH.md
+++ b/deploy/AUTH.md
@ -0,0 +1,110 @@
 # Authentication — Authelia (OIDC)
 The app is an **OIDC Relying Party**: it runs the standard authorization-code + PKCE
 flow against Authelia directly. It is **not** behind Authelia's forward-auth /
 `access_control` (note `hsa.maisym.com` is intentionally absent from those rules).
 So Authelia **authenticates** the user (password + WebAuthn); the **app**
 **authorizes** them via the `hsa-users` group claim.
 ## Flow — every redirect & call, and what it carries
 Two cookies are in play: **`hsa_login`** (short-lived, holds the PKCE verifier +
 state + nonce during the login round-trip) and **`hsa_session`** (the 12h
 authenticated session). Front-channel = via the browser (302 redirects);
 back-channel = direct server-to-server calls the browser never sees.
 ```mermaid
 sequenceDiagram
    autonumber
    actor Browser
    participant App as App (hsa.maisym.com)
    participant Authelia as Authelia (auth.maisym.com)
    Note over App,Authelia: at startup, the App discovers Authelia via<br/>GET /.well-known/openid-configuration and JWKS<br/>(learns its endpoints and signing keys)
    Browser->>App: GET / (protected page, no hsa_session)
    App-->>Browser: 302 to /login
    Browser->>App: GET /login
    Note right of App: make PKCE verifier, state, nonce<br/>seal them into the hsa_login cookie (10m)
    App-->>Browser: 302 to Authelia /authorize, Set-Cookie hsa_login<br/>params client_id, redirect_uri, response_type=code,<br/>scope openid profile email groups, state, nonce,<br/>code_challenge S256 of verifier, method S256
    Browser->>Authelia: GET /authorize with those params
    Note over Browser,Authelia: password and WebAuthn (2FA)
    Authelia-->>Browser: 302 to /callback with code and state
    Browser->>App: GET /callback (code, state, Cookie hsa_login)
    Note right of App: decode hsa_login and check<br/>returned state equals stored state (CSRF)
    App->>Authelia: POST /token back-channel<br/>code, code_verifier, redirect_uri,<br/>grant_type authorization_code,<br/>Authorization Basic client_id and client_secret
    Authelia-->>App: access_token and id_token (JWT)
    Note right of App: verify id_token signature via JWKS<br/>and check nonce equals stored nonce
    App->>Authelia: GET /userinfo back-channel<br/>Authorization Bearer access_token
    Authelia-->>App: email, preferred_username, groups
    Note right of App: require hsa-users in groups, else 403<br/>seal Session subject, groups, issuedAt<br/>into hsa_session cookie (12h, AES-256-GCM)
    App-->>Browser: 302 to /, Set-Cookie hsa_session, clear hsa_login
    Browser->>App: GET / (Cookie hsa_session)
    Note right of App: decrypt and verify hsa_session,<br/>reject if older than the 12h TTL
    App-->>Browser: 200, the app
 ```
 ## The contract — what must agree on both sides
 | Authelia `configuration.yml` | App `.env` | Notes |
 |---|---|---|
 | issuer `https://auth.maisym.com` | `ISSUER_URL` | app discovers `ISSUER_URL/.well-known/openid-configuration` |
 | `client_id: hsa-tracker` | `OIDC_CLIENT_ID` | exact match |
 | `client_secret` (**argon2id hash**) | `OIDC_CLIENT_SECRET` (**plaintext**) | Authelia stores the hash; the app holds the plaintext that hashes to it |
 | `redirect_uris` | `REDIRECT_URL` | must match character-for-character (`https://hsa.maisym.com/callback`) |
 | `scopes: [openid, profile, email, groups]` | — | the **`groups`** scope delivers the claim authz depends on |
 | `require_pkce: true`, `pkce_challenge_method: S256` | — | the app always uses PKCE S256 |
 | `token_endpoint_auth_method: client_secret_basic` | — | matches the Go OAuth2 client default |
 | `userinfo_signed_response_alg: 'none'` | — | the app reads UserInfo as plain JSON |
 | — | `REQUIRED_GROUP=hsa-users` | the group the app demands; defined per-user in `users_database.yml` |
 ## The Authelia client block (this deployment)
 In `identity_providers.oidc.clients` (secret redacted):
 ```yaml
 - client_id: 'hsa-tracker'
  client_name: 'HSA Receipt Tracker'
  client_secret: '$argon2id$v=19$m=65536,t=3,p=4$argon2xxxxxxxxxxx'   # hash; plaintext lives in the app .env
  public: false
  authorization_policy: 'two_factor'          # users must pass WebAuthn
  require_pkce: true
  pkce_challenge_method: 'S256'
  redirect_uris:
    - 'https://hsa.maisym.com/callback'
    - 'http://localhost:8080/callback'         # local dev
  scopes: ['openid', 'profile', 'email', 'groups']
  response_types: ['code']
  grant_types: ['authorization_code']
  token_endpoint_auth_method: 'client_secret_basic'
  userinfo_signed_response_alg: 'none'
 ```
 ## The three things that actually bite
 1. **client_secret is a hash on the Authelia side, plaintext on the app side.** To
   rotate: `authelia crypto hash generate argon2 --password '<plaintext>'`, put the
   resulting `$argon2id$...` **hash** in `configuration.yml` and the **plaintext** in
   the app's `OIDC_CLIENT_SECRET`. A mismatch fails the token exchange.
 2. **redirect_uri must match exactly** (scheme, host, path, no trailing slash) or
   Authelia refuses the callback.
 3. **The `groups` scope is load-bearing.** Drop it and the app gets no `groups`
   claim → no `hsa-users` → **403 for everyone**.
 ## Who can log in / how to revoke
 Access requires an Authelia account that passes 2FA **and** is in `hsa-users`
 (`users_database.yml`):
 ```yaml
 users:
  jm:    { groups: ['admins', 'hsa-users'], ... }   # password: '$argon2id$...argon2xxxxxxxxxxx'
  lynna: { groups: ['hsa-users'], ... }             # password: '$argon2id$...argon2xxxxxxxxxxx'
 ```
 To revoke someone: remove them from the `hsa-users` group (or set `disabled: true`).
 An already-issued app session still lasts up to its 12h server-side TTL.
--- a/deploy/CICD.md
+++ b/deploy/CICD.md
@ -0,0 +1,77 @@
 # CI/CD — what git actions trigger what
 The pipeline is a single Forgejo Actions workflow,
 [.forgejo/workflows/build.yml](../.forgejo/workflows/build.yml), triggered on every
 push (`on: [push]`, which covers both branch and tag pushes). This document explains
 which git action produces which outcome. For one-time host setup, the on-disk
 layout, and manual deploy/rollback, see [INSTALL.md](INSTALL.md).
 ## Trigger behavior at a glance
 | You push… | Build + test | Stage binary to host | Activate (go live) |
 |---|:---:|:---:|:---:|
 | any branch (no tag) | ✅ | — | — |
 | a **release** tag `X.Y.Z` (e.g. `1.4.0`) | ✅ | ✅ | ✅ |
 | a **pre-release** tag (anything else, e.g. `0.0.0a3`) | ✅ | ✅ | — |
 - **Branch push** → builds and runs the full test suite, uploads the `hsa` binary as
  a run artifact. Nothing touches the server. This is your PR / pre-merge gate.
 - **Release tag** `X.Y.Z` → builds, tests, copies the binary to the host, and makes
  it live (symlink swap + service restart).
 - **Pre-release tag** → builds, tests, and copies the binary to the host, but does
  **not** activate it. Use this to park a build on the server (QA, manual
  activation) without flipping production.
 The release-vs-pre-release decision is purely the tag name: the **Activate** step
 runs only when the tag matches the regex `^[0-9]+\.[0-9]+\.[0-9]+$`. Note this means
 a `v`-prefixed tag (`v1.4.0`) would build + stage but **not** activate — tag with
 **bare numbers** (`1.4.0`).
 ## What each step does
 1. **Checkout** — `git clone` of the pushed branch/tag (the runner doesn't use a
   checkout action).
 2. **Test** — `go test ./...` inside a `golang:1.26` container.
 3. **Build** — static binary: `CGO_ENABLED=0 go build -buildvcs=false -ldflags "-s -w"`
   (pure-Go SQLite, so no C toolchain; `-buildvcs=false` avoids the container's
   dubious-ownership git error).
 4. **Upload binary** — the `hsa` binary as a downloadable run artifact.
 5. **Stage release** *(tags only)* — `scp` the binary to
   `~/hsa-app/releases/hsa-app-V<tag>/hsa` on the host and `chmod +x` it.
 6. **Activate release** *(release tags `X.Y.Z` only)* — `ln -sfn` the
   `~/hsa-app/hsa` symlink to the new release and `systemctl --user restart hsa_app`.
   Pre-release tags log "staged but not activated" and stop here.
 ## Cutting a release
 ```bash
 # 1. land your change on main (push branch -> CI builds/tests -> merge)
 # 2. tag and push:
 git tag -a 1.4.0 -m "1.4.0 — <summary>"
 git push origin 1.4.0
 ```
 The tag push runs the whole pipeline through Activate. Watch it under the repo's
 **Actions** tab; the **Activate release** step is the one that goes live. Roll back
 by activating an older still-staged release (see [INSTALL.md](INSTALL.md)).
 ## Runner requirements
 - One Forgejo `act_runner` registered with the **`shell`** label (`runs-on: shell`).
  The job runs directly on the host, which therefore must have the **docker CLI**
  available (the Test/Build steps run inside `golang:1.26` via `docker run`).
 - The deploy steps `ssh`/`scp` from the runner host to the app host (they may be the
  same machine). The app must run as a **user systemd service** named `hsa_app`,
  reachable via `systemctl --user` — which requires `loginctl enable-linger` for the
  deploy user (see [INSTALL.md](INSTALL.md)).
 ## Required repo configuration (Settings → Actions)
 | Name | Kind | Purpose |
 |---|---|---|
 | `FORGEJO_SSH` | **Secret** | private SSH key authorized on the app host |
 | `HSA_APP_HOST` | **Variable** | app host name / IP |
 | `HSA_APP_USER` | **Variable** | SSH user that owns `~/hsa-app` and the user service |
 If these are missing, branch pushes still build/test, but the Stage/Activate steps
 fail on tags.
--- a/deploy/INSTALL.md
+++ b/deploy/INSTALL.md
@ -13,6 +13,9 @@ The symlink decouples "what's on disk" from "what's running," so activating a
 staged pre-release or rolling back is just a symlink repoint + restart (see
 below).
 For the pipeline side — which git pushes/tags trigger which steps, the runner
 requirements, and the required repo secrets/variables — see [CICD.md](CICD.md).
 ## Layout on the host
 Mutable state (DB, env, config) lives at the top of `~/hsa-app/` and survives
--- a/go.mod
+++ b/go.mod
@ -4,7 +4,9 @@ go 1.26.4
 require (
 	github.com/coreos/go-oidc/v3 v3.18.0
 	github.com/disintegration/imaging v1.6.2
 	golang.org/x/oauth2 v0.36.0
 	modernc.org/sqlite v1.52.0
 )
 require (
@ -14,9 +16,9 @@ require (
 	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/ncruces/go-strftime v1.0.0 // indirect
 	github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
 	golang.org/x/image v0.0.0-20191009234506-e7c1f5e7dbb8 // indirect
 	golang.org/x/sys v0.42.0 // indirect
 	modernc.org/libc v1.72.3 // indirect
 	modernc.org/mathutil v1.7.1 // indirect
 	modernc.org/memory v1.11.0 // indirect
 	modernc.org/sqlite v1.52.0 // indirect
 )
--- a/go.sum
+++ b/go.sum
@ -1,27 +1,62 @@
 github.com/coreos/go-oidc/v3 v3.18.0 h1:V9orjXynvu5wiC9SemFTWnG4F45v403aIcjWo0d41+A=
 github.com/coreos/go-oidc/v3 v3.18.0/go.mod h1:DYCf24+ncYi+XkIH97GY1+dqoRlbaSI26KVTCI9SrY4=
 github.com/disintegration/imaging v1.6.2 h1:w1LecBlG2Lnp8B3jk5zSuNqd7b4DXhcjwek1ei82L+c=
 github.com/disintegration/imaging v1.6.2/go.mod h1:44/5580QXChDfwIclfc/PCwrr44amcmDAg8hxG0Ewe4=
 github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkpeCY=
 github.com/dustin/go-humanize v1.0.1/go.mod h1:Mu1zIs6XwVuF/gI1OepvI0qD18qycQx+mFykh5fBlto=
 github.com/go-jose/go-jose/v4 v4.1.4 h1:moDMcTHmvE6Groj34emNPLs/qtYXRVcd6S7NHbHz3kA=
 github.com/go-jose/go-jose/v4 v4.1.4/go.mod h1:x4oUasVrzR7071A4TnHLGSPpNOm2a21K9Kf04k1rs08=
 github.com/google/pprof v0.0.0-20250317173921-a4b03ec1a45e h1:ijClszYn+mADRFY17kjQEVQ1XRhq2/JR1M3sGqeJoxs=
 github.com/google/pprof v0.0.0-20250317173921-a4b03ec1a45e/go.mod h1:boTsfXsheKC2y+lKOCMpSfarhxDeIzfZG1jqGcPl3cA=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/hashicorp/golang-lru/v2 v2.0.7 h1:a+bsQ5rvGLjzHuww6tVxozPZFVghXaHOwFs4luLUK2k=
 github.com/hashicorp/golang-lru/v2 v2.0.7/go.mod h1:QeFd9opnmA6QUJc5vARoKUSoFhyfM2/ZepoAG6RGpeM=
 github.com/mattn/go-isatty v0.0.20 h1:xfD0iDuEKnDkl03q4limB+vH+GxLEtL/jb4xVJSWWEY=
 github.com/mattn/go-isatty v0.0.20/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
 github.com/ncruces/go-strftime v1.0.0 h1:HMFp8mLCTPp341M/ZnA4qaf7ZlsbTc+miZjCLOFAw7w=
 github.com/ncruces/go-strftime v1.0.0/go.mod h1:Fwc5htZGVVkseilnfgOVb9mKy6w1naJmn9CehxcKcls=
 github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec h1:W09IVJc94icq4NjY3clb7Lk8O1qJ8BdBEF8z0ibU0rE=
 github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec/go.mod h1:qqbHyh8v60DhA7CoWK5oRCqLrMHRGoxYCSS9EjAz6Eo=
 golang.org/x/image v0.0.0-20191009234506-e7c1f5e7dbb8 h1:hVwzHzIUGRjiF7EcUjqNxk3NCfkPxbDKRdnNE1Rpg0U=
 golang.org/x/image v0.0.0-20191009234506-e7c1f5e7dbb8/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
 golang.org/x/mod v0.33.0 h1:tHFzIWbBifEmbwtGz65eaWyGiGZatSrT9prnU8DbVL8=
 golang.org/x/mod v0.33.0/go.mod h1:swjeQEj+6r7fODbD2cqrnje9PnziFuw4bmLbBZFrQ5w=
 golang.org/x/oauth2 v0.36.0 h1:peZ/1z27fi9hUOFCAZaHyrpWG5lwe0RJEEEeH0ThlIs=
 golang.org/x/oauth2 v0.36.0/go.mod h1:YDBUJMTkDnJS+A4BP4eZBjCqtokkg1hODuPjwiGPO7Q=
 golang.org/x/sync v0.20.0 h1:e0PTpb7pjO8GAtTs2dQ6jYa5BWYlMuX047Dco/pItO4=
 golang.org/x/sync v0.20.0/go.mod h1:9xrNwdLfx4jkKbNva9FpL6vEN7evnE43NNNJQ2LF3+0=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.42.0 h1:omrd2nAlyT5ESRdCLYdm3+fMfNFE/+Rf4bDIQImRJeo=
 golang.org/x/sys v0.42.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/tools v0.42.0 h1:uNgphsn75Tdz5Ji2q36v/nsFSfR/9BRFvqhGBaJGd5k=
 golang.org/x/tools v0.42.0/go.mod h1:Ma6lCIwGZvHK6XtgbswSoWroEkhugApmsXyrUmBhfr0=
 modernc.org/cc/v4 v4.28.2 h1:3tQ0lf2ADtoby2EtSP+J7IE2SHwEJdP8ioR59wx7XpY=
 modernc.org/cc/v4 v4.28.2/go.mod h1:OnovgIhbbMXMu1aISnJ0wvVD1KnW+cAUJkIrAWh+kVI=
 modernc.org/ccgo/v4 v4.34.0 h1:yRLPFZieg532OT4rp4JFNIVcquwalMX26G95WQDqwCQ=
 modernc.org/ccgo/v4 v4.34.0/go.mod h1:AS5WYMyBakQ+fhsHhtP8mWB82KTGPkNNJDGfGQCe0/A=
 modernc.org/fileutil v1.4.0 h1:j6ZzNTftVS054gi281TyLjHPp6CPHr2KCxEXjEbD6SM=
 modernc.org/fileutil v1.4.0/go.mod h1:EqdKFDxiByqxLk8ozOxObDSfcVOv/54xDs/DUHdvCUU=
 modernc.org/gc/v2 v2.6.5 h1:nyqdV8q46KvTpZlsw66kWqwXRHdjIlJOhG6kxiV/9xI=
 modernc.org/gc/v2 v2.6.5/go.mod h1:YgIahr1ypgfe7chRuJi2gD7DBQiKSLMPgBQe9oIiito=
 modernc.org/gc/v3 v3.1.2 h1:ZtDCnhonXSZexk/AYsegNRV1lJGgaNZJuKjJSWKyEqo=
 modernc.org/gc/v3 v3.1.2/go.mod h1:HFK/6AGESC7Ex+EZJhJ2Gni6cTaYpSMmU/cT9RmlfYY=
 modernc.org/goabi0 v0.2.0 h1:HvEowk7LxcPd0eq6mVOAEMai46V+i7Jrj13t4AzuNks=
 modernc.org/goabi0 v0.2.0/go.mod h1:CEFRnnJhKvWT1c1JTI3Avm+tgOWbkOu5oPA8eH8LnMI=
 modernc.org/libc v1.72.3 h1:ZnDF4tXn4NBXFutMMQC4vtbTFSXhhKzR73fv0beZEAU=
 modernc.org/libc v1.72.3/go.mod h1:dn0dZNnnn1clLyvRxLxYExxiKRZIRENOfqQ8XEeg4Qs=
 modernc.org/mathutil v1.7.1 h1:GCZVGXdaN8gTqB1Mf/usp1Y/hSqgI2vAGGP4jZMCxOU=
 modernc.org/mathutil v1.7.1/go.mod h1:4p5IwJITfppl0G4sUEDtCr4DthTaT47/N3aT6MhfgJg=
 modernc.org/memory v1.11.0 h1:o4QC8aMQzmcwCK3t3Ux/ZHmwFPzE6hf2Y5LbkRs+hbI=
 modernc.org/memory v1.11.0/go.mod h1:/JP4VbVC+K5sU2wZi9bHoq2MAkCnrt2r98UGeSK7Mjw=
 modernc.org/opt v0.2.0 h1:tGyef5ApycA7FSEOMraay9SaTk5zmbx7Tu+cJs4QKZg=
 modernc.org/opt v0.2.0/go.mod h1:03fq9lsNfvkYSfxrfUhZCWPk1lm4cq4N+Bh//bEtgns=
 modernc.org/sortutil v1.2.1 h1:+xyoGf15mM3NMlPDnFqrteY07klSFxLElE2PVuWIJ7w=
 modernc.org/sortutil v1.2.1/go.mod h1:7ZI3a3REbai7gzCLcotuw9AC4VZVpYMjDzETGsSMqJE=
 modernc.org/sqlite v1.52.0 h1:p4dhYh2tXZCiyaqHwRVJDjIGKWyXayiQpThxgDzJaxo=
 modernc.org/sqlite v1.52.0/go.mod h1:tcNzv5p84E0skkmJn038y+hWJbLQXQqEnQfeh5r2JLM=
 modernc.org/strutil v1.2.1 h1:UneZBkQA+DX2Rp35KcM69cSsNES9ly8mQWD71HKlOA0=
 modernc.org/strutil v1.2.1/go.mod h1:EHkiggD70koQxjVdSBM3JKM7k6L0FbGE5eymy9i3B9A=
 modernc.org/token v1.1.0 h1:Xl7Ap9dKaEs5kLoOQeQmPWevfnk/DM5qcLcYlA8ys6Y=
 modernc.org/token v1.1.0/go.mod h1:UGzOrNV1mAFSEB63lOFHIpNRUVMvYTc6yu1SMY/XTDM=
--- a/internal/classify/classify.go
+++ b/internal/classify/classify.go
@ -66,6 +66,12 @@ func New(apiKey, model string, persons []config.Person, categories []config.Cate
 	}
 }
 // PromptPreview renders the exact system prompt that would be sent today with the
 // given notes, for the read-only view on the AI tab.
 func (c *Classifier) PromptPreview(today time.Time, notes []string) string {
 	return BuildSystemPrompt(c.Persons, c.Categories, today.Format("2006-01-02"), notes)
 }
 const toolName = "record_receipt"
 // --- request / response shapes ---
@ -139,8 +145,8 @@ type toolInput struct {
 // Classify sends the receipt to the model and returns its normalized reading.
 // today is used so the date heuristics ("closest to today, never future") are
 // testable; pass time.Now().
-func (c *Classifier) Classify(ctx context.Context, today time.Time, image []byte, mimeType string) (Suggestion, error) {
+func (c *Classifier) Classify(ctx context.Context, today time.Time, image []byte, mimeType string, notes []string) (Suggestion, error) {
-	system := BuildSystemPrompt(c.Persons, c.Categories, today.Format("2006-01-02"))
+	system := BuildSystemPrompt(c.Persons, c.Categories, today.Format("2006-01-02"), notes)
 	imgBlock := apiBlock{
 		Type:   "image",
--- a/internal/classify/classify_test.go
+++ b/internal/classify/classify_test.go
@ -67,7 +67,7 @@ func TestClassifyHappyPath(t *testing.T) {
 		"raw_amount": "$42.50",
 	})
-	got, err := c.Classify(context.Background(), time.Now(), []byte("img"), "image/jpeg")
+	got, err := c.Classify(context.Background(), time.Now(), []byte("img"), "image/jpeg", nil)
 	if err != nil {
 		t.Fatalf("Classify: %v", err)
 	}
@ -99,7 +99,7 @@ func TestClassifyNullsAndFallback(t *testing.T) {
 		"raw_amount": "",
 	})
-	got, err := c.Classify(context.Background(), time.Now(), []byte("img"), "image/jpeg")
+	got, err := c.Classify(context.Background(), time.Now(), []byte("img"), "image/jpeg", nil)
 	if err != nil {
 		t.Fatalf("Classify: %v", err)
 	}
@ -122,7 +122,7 @@ func TestClassifyRejectsNonCanonicalPerson(t *testing.T) {
 		"person":   "Dr. Emily Smith", // a provider, not a configured patient
 		"category": "Medical",
 	})
-	got, err := c.Classify(context.Background(), time.Now(), []byte("img"), "image/jpeg")
+	got, err := c.Classify(context.Background(), time.Now(), []byte("img"), "image/jpeg", nil)
 	if err != nil {
 		t.Fatalf("Classify: %v", err)
 	}
@ -148,7 +148,7 @@ func TestClassifyIntegration(t *testing.T) {
 	if err != nil {
 		t.Skipf("set HSA_CLASSIFY_IMG to a receipt image: %v", err)
 	}
-	got, err := c.Classify(context.Background(), time.Now(), img, "image/jpeg")
+	got, err := c.Classify(context.Background(), time.Now(), img, "image/jpeg", nil)
 	if err != nil {
 		t.Fatalf("Classify: %v", err)
 	}
--- a/internal/classify/prompt.go
+++ b/internal/classify/prompt.go
@ -122,7 +122,9 @@ func uniqueCompound(p config.Person, all []config.Person) bool {
 // catalog and today's date (YYYY-MM-DD). The catalog's canonical labels are the only
 // allowed outputs; variants and examples are presented as illustrations, never as
 // data to extract.
-func BuildSystemPrompt(persons []config.Person, categories []config.Category, today string) string {
+// notes are user-authored corrections appended verbatim as a final section; pass nil
 // for none.
 func BuildSystemPrompt(persons []config.Person, categories []config.Category, today string, notes []string) string {
 	var b strings.Builder
 	b.WriteString("You extract data from a US health-care receipt for HSA reimbursement. ")
@ -178,6 +180,18 @@ func BuildSystemPrompt(persons []config.Person, categories []config.Category, to
 	b.WriteString("RAW — also pass back the literal text you read for the name, date, and amount (raw_name, raw_date, raw_amount), exactly as printed, for auditing. Use \"\" if nothing was found.\n")
 	b.WriteString("If the image holds more than one receipt, read the primary (largest/topmost) one.\n")
 	// User corrections learned from past misreads (see the AI tab). Appended last so
 	// they take precedence over the general guidance above.
 	if len(notes) > 0 {
 		b.WriteString("\nADDITIONAL CORRECTIONS — learned from past mistakes on these specific receipts; apply them:\n")
 		for _, n := range notes {
 			n = strings.TrimSpace(n)
 			if n != "" {
 				fmt.Fprintf(&b, "  - %s\n", n)
 			}
 		}
 	}
 	return b.String()
 }
--- a/internal/classify/prompt_test.go
+++ b/internal/classify/prompt_test.go
@ -69,7 +69,7 @@ func TestBuildSystemPrompt(t *testing.T) {
 		{Name: "Pharmacy", Examples: []string{"CVS", "Rx"}},
 		{Name: "Other"},
 	}
-	p := BuildSystemPrompt(persons, categories, "2026-06-17")
+	p := BuildSystemPrompt(persons, categories, "2026-06-17", []string{"Treat handwritten totals as authoritative."})
 	for _, want := range []string{
 		"Jean-Michel Tremblay", // canonical label
--- a/internal/storage/ai_notes.go
+++ b/internal/storage/ai_notes.go
@ -0,0 +1,130 @@
 package storage
 import (
 	"database/sql"
 	"fmt"
 	"strings"
 	"time"
 )
 // Note is one classifier correction note. Notes are global free-text lines appended
 // to the classifier prompt. The table is temporal: an edit soft-deletes the old row
 // and inserts a new one, so the set of notes active at any past time is recoverable.
 type Note struct {
 	ID        int64
 	Text      string
 	CreatedAt time.Time
 }
 // defaultNotes seed the ai_notes table on first run (when it is completely empty).
 // They carry no PII and are also documented in the README; users curate from here.
 var defaultNotes = []string{
 	`Amounts that use a comma as the decimal separator (e.g. "12,50") mean 12.50, not 1250.`,
 	`When both a service/visit date and a separate statement, print, or due date appear, use the service date.`,
 	`"Patient Pay", "You Paid", "Amount Due", and "Patient Responsibility" are the amount actually paid — prefer them over subtotals or insurance-covered amounts.`,
 }
 // seedNotesIfEmpty inserts the default notes only when the table has no rows at all,
 // so a deliberately-deleted default does not resurrect on the next restart.
 func seedNotesIfEmpty(db *sql.DB) error {
 	var n int
 	if err := db.QueryRow(`SELECT COUNT(*) FROM ai_notes`).Scan(&n); err != nil {
 		return fmt.Errorf("count ai_notes: %w", err)
 	}
 	if n > 0 {
 		return nil
 	}
 	now := time.Now().UTC().Format(rfc3339)
 	for _, t := range defaultNotes {
 		if _, err := db.Exec(`INSERT INTO ai_notes(text, created_at) VALUES (?, ?)`, t, now); err != nil {
 			return fmt.Errorf("seed ai_notes: %w", err)
 		}
 	}
 	return nil
 }
 // ListActiveNotes returns the live notes (not soft-deleted), oldest first — the set
 // appended to the classifier prompt.
 func (s *Store) ListActiveNotes() ([]Note, error) {
 	return s.queryNotes(`SELECT id, text, created_at FROM ai_notes
 	                     WHERE deleted_at IS NULL ORDER BY created_at, id`)
 }
 // NotesCreatedAfter returns the live notes created strictly after t — the
 // "rules added since this failure" shown when reviewing a miss.
 func (s *Store) NotesCreatedAfter(t time.Time) ([]Note, error) {
 	return s.queryNotes(`SELECT id, text, created_at FROM ai_notes
 	                     WHERE deleted_at IS NULL AND created_at > ? ORDER BY created_at, id`,
 		t.UTC().Format(rfc3339))
 }
 func (s *Store) queryNotes(q string, args ...any) ([]Note, error) {
 	rows, err := s.db.Query(q, args...)
 	if err != nil {
 		return nil, fmt.Errorf("query notes: %w", err)
 	}
 	defer rows.Close()
 	var out []Note
 	for rows.Next() {
 		var n Note
 		var created string
 		if err := rows.Scan(&n.ID, &n.Text, &created); err != nil {
 			return nil, fmt.Errorf("scan note: %w", err)
 		}
 		n.CreatedAt, _ = time.Parse(rfc3339, created)
 		out = append(out, n)
 	}
 	return out, rows.Err()
 }
 // AddNote inserts a new active note and returns its id.
 func (s *Store) AddNote(text string) (int64, error) {
 	text = strings.TrimSpace(text)
 	if text == "" {
 		return 0, fmt.Errorf("note cannot be empty")
 	}
 	res, err := s.db.Exec(`INSERT INTO ai_notes(text, created_at) VALUES (?, ?)`,
 		text, time.Now().UTC().Format(rfc3339))
 	if err != nil {
 		return 0, fmt.Errorf("add note: %w", err)
 	}
 	return res.LastInsertId()
 }
 // DeleteNote soft-deletes a note (preserving history).
 func (s *Store) DeleteNote(id int64) error {
 	_, err := s.db.Exec(`UPDATE ai_notes SET deleted_at = ? WHERE id = ? AND deleted_at IS NULL`,
 		time.Now().UTC().Format(rfc3339), id)
 	if err != nil {
 		return fmt.Errorf("delete note: %w", err)
 	}
 	return nil
 }
 // EditNote changes a note's text by soft-deleting the old row and inserting a new
 // one, so the temporal history (what was active when) is preserved. Returns the new id.
 func (s *Store) EditNote(id int64, text string) (int64, error) {
 	text = strings.TrimSpace(text)
 	if text == "" {
 		return 0, fmt.Errorf("note cannot be empty")
 	}
 	tx, err := s.db.Begin()
 	if err != nil {
 		return 0, fmt.Errorf("begin edit note: %w", err)
 	}
 	defer tx.Rollback()
 	now := time.Now().UTC().Format(rfc3339)
 	if _, err := tx.Exec(`UPDATE ai_notes SET deleted_at = ? WHERE id = ? AND deleted_at IS NULL`, now, id); err != nil {
 		return 0, fmt.Errorf("retire old note: %w", err)
 	}
 	res, err := tx.Exec(`INSERT INTO ai_notes(text, created_at) VALUES (?, ?)`, text, now)
 	if err != nil {
 		return 0, fmt.Errorf("insert edited note: %w", err)
 	}
 	newID, err := res.LastInsertId()
 	if err != nil {
 		return 0, err
 	}
 	return newID, tx.Commit()
 }
--- a/internal/storage/ai_notes_test.go
+++ b/internal/storage/ai_notes_test.go
@ -0,0 +1,106 @@
 package storage
 import (
 	"path/filepath"
 	"testing"
 	"time"
 )
 func notesTestStore(t *testing.T) *Store {
 	t.Helper()
 	s, err := Open(filepath.Join(t.TempDir(), "notes.db"))
 	if err != nil {
 		t.Fatal(err)
 	}
 	t.Cleanup(func() { s.Close() })
 	return s
 }
 func TestNotes_SeededOnFirstOpen(t *testing.T) {
 	s := notesTestStore(t)
 	notes, err := s.ListActiveNotes()
 	if err != nil {
 		t.Fatal(err)
 	}
 	if len(notes) != len(defaultNotes) {
 		t.Fatalf("seeded %d notes, want %d", len(notes), len(defaultNotes))
 	}
 }
 func TestNotes_DeletedDefaultDoesNotResurrect(t *testing.T) {
 	dir := t.TempDir()
 	path := filepath.Join(dir, "n.db")
 	s, err := Open(path)
 	if err != nil {
 		t.Fatal(err)
 	}
 	all, _ := s.ListActiveNotes()
 	if err := s.DeleteNote(all[0].ID); err != nil {
 		t.Fatal(err)
 	}
 	s.Close()
 	// Reopen: seeding must NOT run again (table is non-empty thanks to history).
 	s2, err := Open(path)
 	if err != nil {
 		t.Fatal(err)
 	}
 	defer s2.Close()
 	notes, _ := s2.ListActiveNotes()
 	if len(notes) != len(defaultNotes)-1 {
 		t.Errorf("after delete+reopen got %d active notes, want %d", len(notes), len(defaultNotes)-1)
 	}
 }
 func TestNotes_EditKeepsHistory(t *testing.T) {
 	s := notesTestStore(t)
 	id, err := s.AddNote("original")
 	if err != nil {
 		t.Fatal(err)
 	}
 	newID, err := s.EditNote(id, "revised")
 	if err != nil {
 		t.Fatal(err)
 	}
 	if newID == id {
 		t.Error("edit should create a new row id")
 	}
 	active, _ := s.ListActiveNotes()
 	var texts []string
 	for _, n := range active {
 		texts = append(texts, n.Text)
 	}
 	if contains(texts, "original") {
 		t.Error("old text should no longer be active")
 	}
 	if !contains(texts, "revised") {
 		t.Error("revised text should be active")
 	}
 }
 func TestNotes_CreatedAfter(t *testing.T) {
 	s := notesTestStore(t)
 	cutoff := time.Now().UTC()
 	// created_at has second resolution (RFC3339); make sure the new note sorts after.
 	time.Sleep(1100 * time.Millisecond)
 	if _, err := s.AddNote("late note"); err != nil {
 		t.Fatal(err)
 	}
 	after, err := s.NotesCreatedAfter(cutoff)
 	if err != nil {
 		t.Fatal(err)
 	}
 	if len(after) != 1 || after[0].Text != "late note" {
 		t.Fatalf("NotesCreatedAfter = %v, want just the late note", after)
 	}
 }
 func contains(ss []string, want string) bool {
 	for _, s := range ss {
 		if s == want {
 			return true
 		}
 	}
 	return false
 }
--- a/internal/storage/classifications.go
+++ b/internal/storage/classifications.go
@ -0,0 +1,123 @@
 package storage
 import (
 	"database/sql"
 	"fmt"
 	"time"
 )
 // ClassificationRow is a stored AI classification of a receipt, joined with the
 // receipt's final field values so the caller can derive which fields the user
 // overrode (a "miss"). The response blob is opaque diagnostic data here — the web
 // layer parses it; storage never interprets it.
 type ClassificationRow struct {
 	ReceiptID    string
 	Model        string
 	ResponseJSON string
 	CreatedAt    time.Time
 	Reviewed     bool
 	ReviewedAt   *time.Time
 	Resolution   string
 	// Final receipt values, for deriving overrides and display.
 	FinalAmountCents int64
 	FinalReceiptDate time.Time
 	FinalCategoryID  int64
 	FinalPersonID    *int64
 }
 // InsertClassification records the AI suggestion (its response blob + model) for a
 // receipt. One row per AI-run upload; skip-AI/disabled uploads insert nothing.
 func (s *Store) InsertClassification(receiptID, model, responseJSON string, createdAt time.Time) error {
 	_, err := s.db.Exec(
 		`INSERT INTO classifications(receipt_id, model, response_json, created_at)
 		 VALUES (?, ?, ?, ?)`,
 		receiptID, model, responseJSON, createdAt.UTC().Format(rfc3339))
 	if err != nil {
 		return fmt.Errorf("insert classification: %w", err)
 	}
 	return nil
 }
 const classificationSelect = `
 SELECT c.receipt_id, c.model, c.response_json, c.created_at, c.reviewed, c.reviewed_at, c.resolution,
       r.amount_cents, r.receipt_date, r.category_id, r.person_id
 FROM classifications c
 JOIN receipts r ON r.id = c.receipt_id`
 // ListUnreviewedClassifications returns not-yet-reviewed classifications of live
 // receipts, newest first. Whether each is an actual "miss" is derived by the caller
 // from the blob vs. the final fields.
 func (s *Store) ListUnreviewedClassifications() ([]ClassificationRow, error) {
 	rows, err := s.db.Query(classificationSelect +
 		` WHERE c.reviewed = 0 AND r.deleted_at IS NULL ORDER BY c.created_at DESC`)
 	if err != nil {
 		return nil, fmt.Errorf("list classifications: %w", err)
 	}
 	defer rows.Close()
 	var out []ClassificationRow
 	for rows.Next() {
 		c, err := scanClassification(rows)
 		if err != nil {
 			return nil, err
 		}
 		out = append(out, c)
 	}
 	return out, rows.Err()
 }
 // GetClassification returns the classification for one receipt.
 func (s *Store) GetClassification(receiptID string) (ClassificationRow, error) {
 	return scanClassification(s.db.QueryRow(classificationSelect+` WHERE c.receipt_id = ?`, receiptID))
 }
 func scanClassification(sc rowScanner) (ClassificationRow, error) {
 	var c ClassificationRow
 	var createdAt, receiptDate string
 	var reviewed int64
 	var reviewedAt, resolution sql.NullString
 	var personID sql.NullInt64
 	if err := sc.Scan(&c.ReceiptID, &c.Model, &c.ResponseJSON, &createdAt, &reviewed, &reviewedAt, &resolution,
 		&c.FinalAmountCents, &receiptDate, &c.FinalCategoryID, &personID); err != nil {
 		return ClassificationRow{}, fmt.Errorf("scan classification: %w", err)
 	}
 	c.CreatedAt, _ = time.Parse(rfc3339, createdAt)
 	c.FinalReceiptDate, _ = time.Parse(rfc3339, receiptDate)
 	c.Reviewed = reviewed != 0
 	if reviewedAt.Valid {
 		if t, err := time.Parse(rfc3339, reviewedAt.String); err == nil {
 			c.ReviewedAt = &t
 		}
 	}
 	if resolution.Valid {
 		c.Resolution = resolution.String
 	}
 	if personID.Valid {
 		c.FinalPersonID = &personID.Int64
 	}
 	return c, nil
 }
 // MarkClassificationReviewed flags a classification reviewed with the given
 // resolution and links the notes the user credited with fixing it.
 func (s *Store) MarkClassificationReviewed(receiptID, resolution string, fixNoteIDs []int64) error {
 	tx, err := s.db.Begin()
 	if err != nil {
 		return fmt.Errorf("begin review: %w", err)
 	}
 	defer tx.Rollback()
 	if _, err := tx.Exec(
 		`UPDATE classifications SET reviewed = 1, reviewed_at = ?, resolution = ? WHERE receipt_id = ?`,
 		time.Now().UTC().Format(rfc3339), resolution, receiptID); err != nil {
 		return fmt.Errorf("mark reviewed: %w", err)
 	}
 	for _, nid := range fixNoteIDs {
 		if _, err := tx.Exec(
 			`INSERT OR IGNORE INTO miss_fixes(receipt_id, note_id) VALUES (?, ?)`,
 			receiptID, nid); err != nil {
 			return fmt.Errorf("link fix note: %w", err)
 		}
 	}
 	return tx.Commit()
 }
--- a/internal/storage/classifications_test.go
+++ b/internal/storage/classifications_test.go
@ -0,0 +1,69 @@
 package storage
 import (
 	"path/filepath"
 	"testing"
 	"time"
 )
 func classifyTestStore(t *testing.T) *Store {
 	t.Helper()
 	s, err := Open(filepath.Join(t.TempDir(), "c.db"))
 	if err != nil {
 		t.Fatal(err)
 	}
 	t.Cleanup(func() { s.Close() })
 	return s
 }
 func TestClassifications_InsertListReview(t *testing.T) {
 	s := classifyTestStore(t)
 	insertReceipt(t, s, "r1")
 	if err := s.InsertClassification("r1", "haiku", `{"model":"haiku"}`, time.Now().UTC()); err != nil {
 		t.Fatal(err)
 	}
 	rows, err := s.ListUnreviewedClassifications()
 	if err != nil {
 		t.Fatal(err)
 	}
 	if len(rows) != 1 || rows[0].ReceiptID != "r1" || rows[0].Model != "haiku" {
 		t.Fatalf("ListUnreviewedClassifications = %+v", rows)
 	}
 	if rows[0].FinalAmountCents != 100 { // insertReceipt sets 100 cents
 		t.Errorf("joined final amount = %d, want 100", rows[0].FinalAmountCents)
 	}
 	// Review it, crediting a note as the fix.
 	noteID, _ := s.AddNote("the fix")
 	if err := s.MarkClassificationReviewed("r1", "fixed", []int64{noteID}); err != nil {
 		t.Fatal(err)
 	}
 	rows, _ = s.ListUnreviewedClassifications()
 	if len(rows) != 0 {
 		t.Errorf("reviewed row still in unreviewed queue: %+v", rows)
 	}
 	got, err := s.GetClassification("r1")
 	if err != nil {
 		t.Fatal(err)
 	}
 	if !got.Reviewed || got.Resolution != "fixed" || got.ReviewedAt == nil {
 		t.Errorf("review state not persisted: %+v", got)
 	}
 }
 func TestClassifications_DeletedReceiptDropsFromQueue(t *testing.T) {
 	s := classifyTestStore(t)
 	insertReceipt(t, s, "r1")
 	if err := s.InsertClassification("r1", "m", `{}`, time.Now().UTC()); err != nil {
 		t.Fatal(err)
 	}
 	if err := s.SoftDelete("r1"); err != nil {
 		t.Fatal(err)
 	}
 	rows, _ := s.ListUnreviewedClassifications()
 	if len(rows) != 0 {
 		t.Errorf("soft-deleted receipt should not appear in review queue: %+v", rows)
 	}
 }
--- a/internal/storage/storage.go
+++ b/internal/storage/storage.go
@ -65,6 +65,37 @@ CREATE TABLE IF NOT EXISTS attachments (
    deleted_at        TEXT
 );
 CREATE INDEX IF NOT EXISTS idx_attachments_receipt ON attachments(receipt_id, deleted_at);
 CREATE TABLE IF NOT EXISTS tags (
    id    INTEGER PRIMARY KEY AUTOINCREMENT,
    label TEXT NOT NULL COLLATE NOCASE UNIQUE
 );
 CREATE TABLE IF NOT EXISTS receipt_tags (
    receipt_id TEXT    NOT NULL REFERENCES receipts(id),
    tag_id     INTEGER NOT NULL REFERENCES tags(id),
    PRIMARY KEY (receipt_id, tag_id)
 );
 CREATE INDEX IF NOT EXISTS idx_receipt_tags_tag ON receipt_tags(tag_id);
 CREATE TABLE IF NOT EXISTS ai_notes (
    id         INTEGER PRIMARY KEY AUTOINCREMENT,
    text       TEXT NOT NULL,
    created_at TEXT NOT NULL,
    deleted_at TEXT
 );
 CREATE TABLE IF NOT EXISTS classifications (
    receipt_id    TEXT PRIMARY KEY REFERENCES receipts(id),
    model         TEXT NOT NULL,
    response_json TEXT NOT NULL,
    created_at    TEXT NOT NULL,
    reviewed      INTEGER NOT NULL DEFAULT 0,
    reviewed_at   TEXT,
    resolution    TEXT
 );
 CREATE INDEX IF NOT EXISTS idx_classifications_reviewed ON classifications(reviewed);
 CREATE TABLE IF NOT EXISTS miss_fixes (
    receipt_id TEXT    NOT NULL REFERENCES receipts(id),
    note_id    INTEGER NOT NULL REFERENCES ai_notes(id),
    PRIMARY KEY (receipt_id, note_id)
 );
 `
 // Open opens (creating if needed) the SQLite database at path, applies the schema,
@ -97,6 +128,10 @@ func Open(path string) (*Store, error) {
 			return nil, fmt.Errorf("seed categories: %w", err)
 		}
 	}
 	if err := seedNotesIfEmpty(db); err != nil {
 		db.Close()
 		return nil, err
 	}
 	return &Store{db: db}, nil
 }
--- a/internal/storage/tags.go
+++ b/internal/storage/tags.go
@ -0,0 +1,90 @@
 package storage
 import (
 	"fmt"
 	"strings"
 )
 // ListTags returns all tags ordered alphabetically (case-insensitive), same shape
 // as categories/people.
 func (s *Store) ListTags() ([]Lookup, error) { return s.listLookup("tags") }
 // SetReceiptTags links the given tag labels to a receipt, creating any tag that
 // does not yet exist (matched case-insensitively via the column's NOCASE
 // collation). Labels are trimmed; blanks and case-insensitive duplicates are
 // collapsed. It first clears the receipt's existing links, so it applies the full
 // desired set idempotently. Runs in one transaction so a receipt's tag set is
 // applied atomically.
 func (s *Store) SetReceiptTags(receiptID string, labels []string) error {
 	clean := normalizeLabels(labels)
 	tx, err := s.db.Begin()
 	if err != nil {
 		return fmt.Errorf("begin set tags: %w", err)
 	}
 	defer tx.Rollback()
 	if _, err := tx.Exec(`DELETE FROM receipt_tags WHERE receipt_id = ?`, receiptID); err != nil {
 		return fmt.Errorf("clear receipt tags: %w", err)
 	}
 	for _, label := range clean {
 		// Create-if-missing: NOCASE-unique label means a differently-cased dup is
 		// ignored, and the SELECT then resolves to the existing row.
 		if _, err := tx.Exec(`INSERT OR IGNORE INTO tags(label) VALUES (?)`, label); err != nil {
 			return fmt.Errorf("upsert tag %q: %w", label, err)
 		}
 		var id int64
 		if err := tx.QueryRow(`SELECT id FROM tags WHERE label = ?`, label).Scan(&id); err != nil {
 			return fmt.Errorf("find tag %q: %w", label, err)
 		}
 		if _, err := tx.Exec(
 			`INSERT OR IGNORE INTO receipt_tags(receipt_id, tag_id) VALUES (?, ?)`,
 			receiptID, id); err != nil {
 			return fmt.Errorf("link tag %q: %w", label, err)
 		}
 	}
 	return tx.Commit()
 }
 // ListReceiptTags returns a receipt's tag labels, alphabetical (case-insensitive).
 func (s *Store) ListReceiptTags(receiptID string) ([]string, error) {
 	rows, err := s.db.Query(
 		`SELECT t.label FROM receipt_tags rt
 		   JOIN tags t ON t.id = rt.tag_id
 		 WHERE rt.receipt_id = ?
 		 ORDER BY t.label COLLATE NOCASE`, receiptID)
 	if err != nil {
 		return nil, fmt.Errorf("list receipt tags: %w", err)
 	}
 	defer rows.Close()
 	var out []string
 	for rows.Next() {
 		var l string
 		if err := rows.Scan(&l); err != nil {
 			return nil, fmt.Errorf("scan receipt tag: %w", err)
 		}
 		out = append(out, l)
 	}
 	return out, rows.Err()
 }
 // normalizeLabels trims each label, drops blanks, and removes case-insensitive
 // duplicates while preserving the first-seen casing and order.
 func normalizeLabels(labels []string) []string {
 	seen := map[string]bool{}
 	var out []string
 	for _, l := range labels {
 		l = strings.TrimSpace(l)
 		if l == "" {
 			continue
 		}
 		key := strings.ToLower(l)
 		if seen[key] {
 			continue
 		}
 		seen[key] = true
 		out = append(out, l)
 	}
 	return out
 }
--- a/internal/storage/tags_test.go
+++ b/internal/storage/tags_test.go
@ -0,0 +1,107 @@
 package storage
 import (
 	"path/filepath"
 	"testing"
 	"time"
 	"maisym.com/hsa/internal/receipt"
 )
 func tagTestStore(t *testing.T) *Store {
 	t.Helper()
 	s, err := Open(filepath.Join(t.TempDir(), "tags.db"))
 	if err != nil {
 		t.Fatal(err)
 	}
 	t.Cleanup(func() { s.Close() })
 	return s
 }
 func insertReceipt(t *testing.T, s *Store, id string) {
 	t.Helper()
 	cats, err := s.ListCategories()
 	if err != nil || len(cats) == 0 {
 		t.Fatalf("categories: %v", err)
 	}
 	rec := receipt.Receipt{
 		ID: id, UploadedBy: "jm", UploadedAt: time.Now(), ReceiptDate: time.Now(),
 		AmountCents: 100, CategoryID: cats[0].ID, FilePath: "x", ImageData: []byte("x"),
 		FileSizeBytes: 1, OriginalFilename: "x.png", MimeType: "image/png",
 	}
 	if err := s.Insert(rec); err != nil {
 		t.Fatalf("insert receipt: %v", err)
 	}
 }
 func TestSetReceiptTags_CreatesLinksAndDedups(t *testing.T) {
 	s := tagTestStore(t)
 	insertReceipt(t, s, "r1")
 	// Mixed casing + blanks + a dup that differs only by case must collapse to two.
 	if err := s.SetReceiptTags("r1", []string{" Dental ", "tax-2026", "DENTAL", ""}); err != nil {
 		t.Fatal(err)
 	}
 	got, err := s.ListReceiptTags("r1")
 	if err != nil {
 		t.Fatal(err)
 	}
 	// Alphabetical (case-insensitive); first-seen casing "Dental" is preserved.
 	want := []string{"Dental", "tax-2026"}
 	if len(got) != len(want) || got[0] != want[0] || got[1] != want[1] {
 		t.Fatalf("ListReceiptTags = %v, want %v", got, want)
 	}
 	tags, err := s.ListTags()
 	if err != nil {
 		t.Fatal(err)
 	}
 	if len(tags) != 2 {
 		t.Errorf("catalog has %d tags, want 2 (no case-dup): %v", len(tags), tags)
 	}
 }
 func TestSetReceiptTags_ReusesExistingTagAcrossReceipts(t *testing.T) {
 	s := tagTestStore(t)
 	insertReceipt(t, s, "r1")
 	insertReceipt(t, s, "r2")
 	if err := s.SetReceiptTags("r1", []string{"Vision"}); err != nil {
 		t.Fatal(err)
 	}
 	// Same label, different casing, on another receipt: must reuse the one tag row.
 	if err := s.SetReceiptTags("r2", []string{"vision"}); err != nil {
 		t.Fatal(err)
 	}
 	tags, err := s.ListTags()
 	if err != nil {
 		t.Fatal(err)
 	}
 	if len(tags) != 1 {
 		t.Fatalf("catalog has %d tags, want 1 shared: %v", len(tags), tags)
 	}
 	if r1, _ := s.ListReceiptTags("r1"); len(r1) != 1 {
 		t.Errorf("r1 tags = %v, want 1", r1)
 	}
 	if r2, _ := s.ListReceiptTags("r2"); len(r2) != 1 {
 		t.Errorf("r2 tags = %v, want 1", r2)
 	}
 }
 func TestSetReceiptTags_ReplacesPriorSet(t *testing.T) {
 	s := tagTestStore(t)
 	insertReceipt(t, s, "r1")
 	if err := s.SetReceiptTags("r1", []string{"a", "b"}); err != nil {
 		t.Fatal(err)
 	}
 	if err := s.SetReceiptTags("r1", []string{"b", "c"}); err != nil {
 		t.Fatal(err)
 	}
 	got, _ := s.ListReceiptTags("r1")
 	if len(got) != 2 || got[0] != "b" || got[1] != "c" {
 		t.Errorf("after replace, tags = %v, want [b c]", got)
 	}
 }
--- a/internal/web/ai.go
+++ b/internal/web/ai.go
@ -0,0 +1,273 @@
 package web
 import (
 	"encoding/json"
 	"net/http"
 	"net/url"
 	"strconv"
 	"strings"
 	"time"
 	"maisym.com/hsa/internal/receipt"
 	"maisym.com/hsa/internal/storage"
 )
 // --- AI tab: classifier correction notes + failure review ---
 type aiView struct {
 	Notes      []storage.Note
 	Misses     []missSummary // unreviewed failures
 	Prompt     string        // live assembled system prompt, or "" when unavailable
 	PromptNote string        // why the prompt is unavailable (classification off)
 	Error      string
 }
 // missSummary is one unreviewed failure in the review queue.
 type missSummary struct {
 	ReceiptID string
 	When      string
 	Amount    string
 	Model     string
 	Fields    string // comma-joined names of the overridden fields
 }
 func (s *Server) handleAI(w http.ResponseWriter, r *http.Request) {
 	notes, err := s.store.ListActiveNotes()
 	if err != nil {
 		s.serverError(w, "list notes", err)
 		return
 	}
 	rows, err := s.store.ListUnreviewedClassifications()
 	if err != nil {
 		s.serverError(w, "list classifications", err)
 		return
 	}
 	cats, people, err := s.lookups()
 	if err != nil {
 		s.serverError(w, "load lookups", err)
 		return
 	}
 	var misses []missSummary
 	for _, c := range rows {
 		ovs := deriveOverrides(c, cats, people)
 		var names []string
 		for _, o := range ovs {
 			if o.Overridden {
 				names = append(names, o.Field)
 			}
 		}
 		if len(names) == 0 {
 			continue // not a miss — the AI got every field right
 		}
 		misses = append(misses, missSummary{
 			ReceiptID: c.ReceiptID,
 			When:      c.CreatedAt.Local().Format(dateLayout),
 			Amount:    dollars(c.FinalAmountCents),
 			Model:     c.Model,
 			Fields:    strings.Join(names, ", "),
 		})
 	}
 	view := aiView{Notes: notes, Misses: misses, Error: r.URL.Query().Get("error")}
 	if s.classifier != nil {
 		var texts []string
 		for _, n := range notes {
 			texts = append(texts, n.Text)
 		}
 		view.Prompt = s.classifier.PromptPreview(time.Now(), texts)
 	} else {
 		view.PromptNote = "Classification is disabled (no API key configured), so the live prompt is unavailable."
 	}
 	w.Header().Set("Content-Type", "text/html; charset=utf-8")
 	if err := aiPage.ExecuteTemplate(w, "base", view); err != nil {
 		s.serverError(w, "render ai", err)
 	}
 }
 func (s *Server) handleAddNote(w http.ResponseWriter, r *http.Request) {
 	if _, err := s.store.AddNote(strings.TrimSpace(r.FormValue("text"))); err != nil {
 		redirectAI(w, r, "Could not add the note (it may be empty).")
 		return
 	}
 	redirectAI(w, r, "")
 }
 func (s *Server) handleEditNote(w http.ResponseWriter, r *http.Request) {
 	id, err := strconv.ParseInt(strings.TrimSpace(r.FormValue("id")), 10, 64)
 	if err != nil {
 		redirectAI(w, r, "Invalid note id.")
 		return
 	}
 	if _, err := s.store.EditNote(id, strings.TrimSpace(r.FormValue("text"))); err != nil {
 		redirectAI(w, r, "Could not save the note (it may be empty).")
 		return
 	}
 	redirectAI(w, r, "")
 }
 func (s *Server) handleDeleteNote(w http.ResponseWriter, r *http.Request) {
 	id, err := strconv.ParseInt(strings.TrimSpace(r.FormValue("id")), 10, 64)
 	if err != nil {
 		redirectAI(w, r, "Invalid note id.")
 		return
 	}
 	if err := s.store.DeleteNote(id); err != nil {
 		redirectAI(w, r, "Could not delete the note.")
 		return
 	}
 	redirectAI(w, r, "")
 }
 // reviewView is the single-failure review page.
 type reviewView struct {
 	ReceiptID  string
 	When       string
 	Model      string
 	Fields     []fieldOverride
 	SinceNotes []storage.Note // notes added after this failure (candidate fixes)
 }
 func (s *Server) handleReview(w http.ResponseWriter, r *http.Request) {
 	id := r.PathValue("id")
 	c, err := s.store.GetClassification(id)
 	if err != nil {
 		http.Error(w, "not found", http.StatusNotFound)
 		return
 	}
 	cats, people, err := s.lookups()
 	if err != nil {
 		s.serverError(w, "load lookups", err)
 		return
 	}
 	since, err := s.store.NotesCreatedAfter(c.CreatedAt)
 	if err != nil {
 		s.serverError(w, "notes since", err)
 		return
 	}
 	w.Header().Set("Content-Type", "text/html; charset=utf-8")
 	if err := reviewPage.ExecuteTemplate(w, "base", reviewView{
 		ReceiptID:  c.ReceiptID,
 		When:       c.CreatedAt.Local().Format("2006-01-02 15:04"),
 		Model:      c.Model,
 		Fields:     deriveOverrides(c, cats, people),
 		SinceNotes: since,
 	}); err != nil {
 		s.serverError(w, "render review", err)
 	}
 }
 func (s *Server) handleReviewSubmit(w http.ResponseWriter, r *http.Request) {
 	id := r.PathValue("id")
 	if err := r.ParseForm(); err != nil {
 		http.Error(w, "bad form", http.StatusBadRequest)
 		return
 	}
 	var fixIDs []int64
 	for _, v := range r.Form["fix"] {
 		if nid, err := strconv.ParseInt(v, 10, 64); err == nil {
 			fixIDs = append(fixIDs, nid)
 		}
 	}
 	resolution := "unresolved"
 	if len(fixIDs) > 0 {
 		resolution = "fixed"
 	}
 	if err := s.store.MarkClassificationReviewed(id, resolution, fixIDs); err != nil {
 		s.serverError(w, "mark reviewed", err)
 		return
 	}
 	http.Redirect(w, r, "/ai", http.StatusSeeOther)
 }
 func redirectAI(w http.ResponseWriter, r *http.Request, errMsg string) {
 	target := "/ai"
 	if errMsg != "" {
 		target += "?error=" + url.QueryEscape(errMsg)
 	}
 	http.Redirect(w, r, target, http.StatusSeeOther)
 }
 // fieldOverride is one of the four AI-suggested fields, with the suggestion, the
 // final value, and whether the user overrode it.
 type fieldOverride struct {
 	Field      string
 	Suggested  string
 	Final      string
 	Overridden bool
 }
 // deriveOverrides compares the stored AI suggestion blob against the receipt's final
 // values to determine which of the four fields the user changed. A field the AI left
 // null/empty that the user then filled counts as an override (the AI missed it).
 func deriveOverrides(c storage.ClassificationRow, cats, people []storage.Lookup) []fieldOverride {
 	var cr classifyResponse
 	_ = json.Unmarshal([]byte(c.ResponseJSON), &cr)
 	finalAmount := dollars(c.FinalAmountCents)
 	finalDate := c.FinalReceiptDate.Format(dateLayout)
 	finalCat := labelFor(c.FinalCategoryID, cats)
 	finalWho := whoLabel(c.FinalPersonID, people)
 	return []fieldOverride{
 		{Field: "amount", Suggested: strPtr(cr.Amount), Final: finalAmount,
 			Overridden: amountOverridden(cr.Amount, c.FinalAmountCents)},
 		{Field: "date", Suggested: strPtr(cr.Date), Final: finalDate,
 			Overridden: dateOverridden(cr.Date, c.FinalReceiptDate)},
 		{Field: "category", Suggested: lookupOr(cr.CategoryID, cats, cr.Category), Final: finalCat,
 			Overridden: int64PtrOverridden(cr.CategoryID, &c.FinalCategoryID)},
 		{Field: "who", Suggested: lookupOr(cr.PersonID, people, cr.Person), Final: finalWho,
 			Overridden: int64PtrOverridden(cr.PersonID, c.FinalPersonID)},
 	}
 }
 func amountOverridden(suggested *string, finalCents int64) bool {
 	if suggested == nil {
 		return true
 	}
 	cents, err := receipt.ParseAmountCents(*suggested)
 	if err != nil {
 		return true
 	}
 	return cents != finalCents
 }
 func dateOverridden(suggested *string, final time.Time) bool {
 	if suggested == nil {
 		return true
 	}
 	d, err := time.Parse(dateLayout, strings.TrimSpace(*suggested))
 	if err != nil {
 		return true
 	}
 	return d.Year() != final.Year() || d.Month() != final.Month() || d.Day() != final.Day()
 }
 func int64PtrOverridden(suggested, final *int64) bool {
 	if suggested == nil || final == nil {
 		return suggested != final // both nil → not overridden; one nil → overridden
 	}
 	return *suggested != *final
 }
 func strPtr(p *string) string {
 	if p == nil || strings.TrimSpace(*p) == "" {
 		return "—"
 	}
 	return *p
 }
 // lookupOr renders a suggested lookup id as its label, falling back to a label the
 // blob already carried, then to "—".
 func lookupOr(id *int64, set []storage.Lookup, fallback string) string {
 	if id != nil {
 		if l := labelFor(*id, set); l != "" {
 			return l
 		}
 	}
 	if strings.TrimSpace(fallback) != "" {
 		return fallback
 	}
 	return "—"
 }
--- a/internal/web/ai_test.go
+++ b/internal/web/ai_test.go
@ -0,0 +1,144 @@
 package web
 import (
 	"net/http"
 	"net/http/httptest"
 	"net/url"
 	"strconv"
 	"strings"
 	"testing"
 	"time"
 	"maisym.com/hsa/internal/auth"
 )
 // uploadWithClassifyBlob posts a receipt plus a round-tripped AI suggestion blob.
 func uploadWithClassifyBlob(t *testing.T, s *Server, amount, classifyJSON string) {
 	t.Helper()
 	body, ct := multipartUpload(t, map[string]string{
 		"amount":        amount,
 		"receipt_date":  "2026-06-01",
 		"category_id":   aCategoryID(t, s),
 		"classify_json": classifyJSON,
 	}, "receipt", "r.png", fakePNG())
 	req := httptest.NewRequest(http.MethodPost, "/upload", body)
 	req.Header.Set("Content-Type", ct)
 	req.AddCookie(authCookie(t, s))
 	rec := httptest.NewRecorder()
 	s.Routes().ServeHTTP(rec, req)
 	if rec.Code != http.StatusOK {
 		t.Fatalf("upload status=%d body=%s", rec.Code, rec.Body.String())
 	}
 }
 func TestAI_MissRecordedAndReviewable(t *testing.T) {
 	s := testServerWithStore(t)
 	// AI suggested $99.99; user submitted $12.34 → an amount miss.
 	blob := `{"amount":"99.99","date":"2026-06-01","category_id":null,"person_id":null,"model":"haiku-test"}`
 	uploadWithClassifyBlob(t, s, "12.34", blob)
 	// Stored classification exists.
 	rows, err := s.store.ListUnreviewedClassifications()
 	if err != nil || len(rows) != 1 {
 		t.Fatalf("ListUnreviewedClassifications: err=%v len=%d", err, len(rows))
 	}
 	id := rows[0].ReceiptID
 	// /ai lists it as a miss touching "amount".
 	page := get(t, s, "/ai").Body.String()
 	if !strings.Contains(page, "haiku-test") || !strings.Contains(page, "amount") {
 		t.Errorf("/ai missing the amount miss: %s", page)
 	}
 	// Review page shows the AI guess vs the entered value.
 	rv := get(t, s, "/ai/review/"+id).Body.String()
 	if !strings.Contains(rv, "99.99") || !strings.Contains(rv, "12.34") {
 		t.Errorf("review page missing guess/final: %s", rv)
 	}
 	// Submitting the review (no fix ticked) closes it as unresolved and clears the queue.
 	req := httptest.NewRequest(http.MethodPost, "/ai/review/"+id, strings.NewReader(url.Values{}.Encode()))
 	req.Header.Set("Content-Type", "application/x-www-form-urlencoded")
 	req.AddCookie(authCookie(t, s))
 	rec := httptest.NewRecorder()
 	s.Routes().ServeHTTP(rec, req)
 	if rec.Code != http.StatusSeeOther {
 		t.Fatalf("review submit status=%d", rec.Code)
 	}
 	left, _ := s.store.ListUnreviewedClassifications()
 	if len(left) != 0 {
 		t.Errorf("queue not cleared after review: %d left", len(left))
 	}
 	if c, _ := s.store.GetClassification(id); c.Resolution != "unresolved" {
 		t.Errorf("resolution = %q, want unresolved", c.Resolution)
 	}
 }
 func TestAI_NoMissWhenSuggestionMatches(t *testing.T) {
 	s := testServerWithStore(t)
 	cat := aCategoryID(t, s)
 	// AI nailed every field the user submitted → not a miss.
 	blob := `{"amount":"12.34","date":"2026-06-01","category_id":` + cat + `,"person_id":null,"model":"m"}`
 	uploadWithClassifyBlob(t, s, "12.34", blob)
 	page := get(t, s, "/ai").Body.String()
 	if !strings.Contains(page, "No misreads to review") {
 		t.Errorf("expected no-misreads message, got: %s", page)
 	}
 }
 func TestAuth_StaleSessionRedirects(t *testing.T) {
 	s := testServerWithStore(t)
 	// A session issued well beyond the TTL must be rejected server-side even though
 	// the cookie value itself is a valid (untampered) sealed token.
 	old := auth.Session{Subject: "jm@example.com", Groups: []string{"hsa-users"},
 		IssuedAt: time.Now().Add(-13 * time.Hour)}
 	v, err := auth.EncodeSession(old, s.cfg.SessionKey)
 	if err != nil {
 		t.Fatal(err)
 	}
 	req := httptest.NewRequest(http.MethodGet, "/", nil)
 	req.AddCookie(&http.Cookie{Name: sessionCookie, Value: v})
 	rec := httptest.NewRecorder()
 	s.Routes().ServeHTTP(rec, req)
 	if rec.Code != http.StatusFound || rec.Header().Get("Location") != "/login" {
 		t.Errorf("stale session: status=%d location=%q, want 302 -> /login", rec.Code, rec.Header().Get("Location"))
 	}
 }
 func TestAI_NotesCRUD(t *testing.T) {
 	s := testServerWithStore(t)
 	post := func(path string, form url.Values) {
 		req := httptest.NewRequest(http.MethodPost, path, strings.NewReader(form.Encode()))
 		req.Header.Set("Content-Type", "application/x-www-form-urlencoded")
 		req.AddCookie(authCookie(t, s))
 		rec := httptest.NewRecorder()
 		s.Routes().ServeHTTP(rec, req)
 		if rec.Code != http.StatusSeeOther {
 			t.Fatalf("%s status=%d", path, rec.Code)
 		}
 	}
 	post("/ai/notes", url.Values{"text": {"European dates are DD/MM"}})
 	notes, _ := s.store.ListActiveNotes()
 	var added int64
 	found := false
 	for _, n := range notes {
 		if n.Text == "European dates are DD/MM" {
 			added, found = n.ID, true
 		}
 	}
 	if !found {
 		t.Fatal("note not added")
 	}
 	post("/ai/notes/delete", url.Values{"id": {strconv.FormatInt(added, 10)}})
 	notes, _ = s.store.ListActiveNotes()
 	for _, n := range notes {
 		if n.ID == added {
 			t.Error("note not deleted")
 		}
 	}
 }
--- a/internal/web/middleware.go
+++ b/internal/web/middleware.go
@ -27,6 +27,13 @@ func (s *Server) requireAuth(next http.Handler) http.Handler {
 			http.Redirect(w, r, "/login", http.StatusFound)
 			return
 		}
 		// Server-side expiry: a cookie's MaxAge is client-enforced, so also reject a
 		// session older than its TTL — a captured cookie value can't be replayed forever.
 		if time.Since(sess.IssuedAt) > sessionTTL {
 			s.clearCookie(w, sessionCookie)
 			http.Redirect(w, r, "/login", http.StatusFound)
 			return
 		}
 		ctx := context.WithValue(r.Context(), sessionKey, sess)
 		next.ServeHTTP(w, r.WithContext(ctx))
 	})
--- a/internal/web/orientation.go
+++ b/internal/web/orientation.go
@ -0,0 +1,113 @@
 package web
 import (
 	"bytes"
 	"encoding/binary"
 	"github.com/disintegration/imaging"
 )
 // normalizeOrientation returns image bytes that are physically upright.
 //
 // Phone cameras store a photo in the sensor's native orientation plus an EXIF
 // "Orientation" tag telling viewers to rotate it. We bake that rotation into the
 // pixels (and drop the tag) so the stored receipt is upright in every consumer —
 // the browser, downloads, the AI classifier, a future PDF export — not just ones
 // that happen to honor EXIF.
 //
 // It only acts when the orientation is actually KNOWN: a JPEG carrying an EXIF
 // Orientation tag of 2..8. With no tag (the common case — there's no way to know
 // which way is up) or an already-upright tag of 1, the original bytes are returned
 // verbatim, so we neither guess nor needlessly recompress. PDFs and non-JPEG
 // images pass through untouched, as does anything that fails to decode.
 func normalizeOrientation(data []byte, mime string) []byte {
 	if mime != "image/jpeg" {
 		return data
 	}
 	switch exifOrientation(data) {
 	case 0, 1:
 		return data // no metadata to act on, or already upright
 	}
 	// imaging.AutoOrientation reads the EXIF tag and rotates/flips to upright.
 	img, err := imaging.Decode(bytes.NewReader(data), imaging.AutoOrientation(true))
 	if err != nil {
 		return data // undecodable — keep the original rather than lose it
 	}
 	var buf bytes.Buffer
 	if err := imaging.Encode(&buf, img, imaging.JPEG, imaging.JPEGQuality(90)); err != nil {
 		return data
 	}
 	return buf.Bytes()
 }
 // exifOrientation returns the EXIF Orientation tag (1..8) of a JPEG, or 0 when the
 // image has no such tag. It is a minimal, allocation-free scan: it walks the JPEG
 // segment markers to the APP1 (Exif) block and reads tag 0x0112 from IFD0.
 func exifOrientation(data []byte) int {
 	if len(data) < 4 || data[0] != 0xFF || data[1] != 0xD8 { // SOI
 		return 0
 	}
 	i := 2
 	for i+4 <= len(data) {
 		if data[i] != 0xFF {
 			return 0 // not at a marker boundary — give up
 		}
 		marker := data[i+1]
 		if marker == 0xDA || marker == 0xD9 { // SOS (image data begins) or EOI
 			return 0
 		}
 		segLen := int(data[i+2])<<8 | int(data[i+3])
 		if segLen < 2 {
 			return 0
 		}
 		segStart, segEnd := i+4, i+2+segLen
 		if segEnd > len(data) {
 			return 0
 		}
 		if marker == 0xE1 { // APP1
 			if o, ok := orientationFromAPP1(data[segStart:segEnd]); ok {
 				return o
 			}
 		}
 		i = segEnd
 	}
 	return 0
 }
 // orientationFromAPP1 reads the Orientation tag out of an APP1 segment's payload
 // (the "Exif\0\0" header followed by a TIFF block). Returns (0, false) for any
 // malformed or non-Exif segment.
 func orientationFromAPP1(seg []byte) (int, bool) {
 	const hdr = "Exif\x00\x00"
 	if len(seg) < len(hdr)+8 || string(seg[:len(hdr)]) != hdr {
 		return 0, false
 	}
 	tiff := seg[len(hdr):]
 	var bo binary.ByteOrder
 	switch {
 	case tiff[0] == 'I' && tiff[1] == 'I':
 		bo = binary.LittleEndian
 	case tiff[0] == 'M' && tiff[1] == 'M':
 		bo = binary.BigEndian
 	default:
 		return 0, false
 	}
 	ifdOff := int(bo.Uint32(tiff[4:8]))
 	if ifdOff < 8 || ifdOff+2 > len(tiff) {
 		return 0, false
 	}
 	count := int(bo.Uint16(tiff[ifdOff : ifdOff+2]))
 	for k, entry := 0, ifdOff+2; k < count; k, entry = k+1, entry+12 {
 		if entry+12 > len(tiff) {
 			return 0, false
 		}
 		if bo.Uint16(tiff[entry:entry+2]) == 0x0112 { // Orientation
 			val := int(bo.Uint16(tiff[entry+8 : entry+10]))
 			if val >= 1 && val <= 8 {
 				return val, true
 			}
 			return 0, false
 		}
 	}
 	return 0, false
 }
--- a/internal/web/orientation_test.go
+++ b/internal/web/orientation_test.go
@ -0,0 +1,115 @@
 package web
 import (
 	"bytes"
 	"encoding/binary"
 	"image"
 	"image/color"
 	"image/jpeg"
 	"testing"
 	"github.com/disintegration/imaging"
 )
 // jpegBytes encodes a w×h test image as JPEG (no EXIF).
 func jpegBytes(t *testing.T, w, h int) []byte {
 	t.Helper()
 	img := image.NewRGBA(image.Rect(0, 0, w, h))
 	for y := 0; y < h; y++ {
 		for x := 0; x < w; x++ {
 			img.Set(x, y, color.RGBA{uint8(x * 30), uint8(y * 30), 100, 255})
 		}
 	}
 	var buf bytes.Buffer
 	if err := jpeg.Encode(&buf, img, &jpeg.Options{Quality: 90}); err != nil {
 		t.Fatalf("encode jpeg: %v", err)
 	}
 	return buf.Bytes()
 }
 // withOrientation splices a minimal big-endian EXIF APP1 segment carrying the
 // given Orientation value into a JPEG (right after the SOI marker).
 func withOrientation(t *testing.T, jpg []byte, orientation uint16) []byte {
 	t.Helper()
 	tiff := new(bytes.Buffer)
 	tiff.WriteString("MM")                                  // big-endian
 	binary.Write(tiff, binary.BigEndian, uint16(0x002A))    // magic
 	binary.Write(tiff, binary.BigEndian, uint32(8))         // IFD0 at offset 8
 	binary.Write(tiff, binary.BigEndian, uint16(1))         // one entry
 	binary.Write(tiff, binary.BigEndian, uint16(0x0112))    // tag: Orientation
 	binary.Write(tiff, binary.BigEndian, uint16(3))         // type: SHORT
 	binary.Write(tiff, binary.BigEndian, uint32(1))         // count
 	binary.Write(tiff, binary.BigEndian, orientation)       // value (in high 2 bytes)
 	binary.Write(tiff, binary.BigEndian, uint16(0))         // value padding
 	binary.Write(tiff, binary.BigEndian, uint32(0))         // next IFD: none
 	payload := append([]byte("Exif\x00\x00"), tiff.Bytes()...)
 	app1 := new(bytes.Buffer)
 	app1.Write([]byte{0xFF, 0xE1})
 	binary.Write(app1, binary.BigEndian, uint16(len(payload)+2)) // segment length
 	app1.Write(payload)
 	out := make([]byte, 0, len(jpg)+app1.Len())
 	out = append(out, jpg[:2]...) // SOI
 	out = append(out, app1.Bytes()...)
 	out = append(out, jpg[2:]...)
 	return out
 }
 func TestExifOrientation(t *testing.T) {
 	plain := jpegBytes(t, 4, 2)
 	if got := exifOrientation(plain); got != 0 {
 		t.Errorf("plain JPEG: orientation = %d, want 0 (no tag)", got)
 	}
 	for _, o := range []uint16{1, 3, 6, 8} {
 		tagged := withOrientation(t, plain, o)
 		if got := exifOrientation(tagged); got != int(o) {
 			t.Errorf("tagged orientation %d: got %d", o, got)
 		}
 	}
 	if got := exifOrientation([]byte("not a jpeg")); got != 0 {
 		t.Errorf("non-JPEG: orientation = %d, want 0", got)
 	}
 }
 func TestNormalizeOrientationPassThrough(t *testing.T) {
 	plain := jpegBytes(t, 4, 2)
 	// Non-JPEG mime → untouched.
 	png := []byte("fake png bytes")
 	if got := normalizeOrientation(png, "image/png"); !bytes.Equal(got, png) {
 		t.Error("png should pass through unchanged")
 	}
 	// JPEG without EXIF → untouched (can't know, don't guess or recompress).
 	if got := normalizeOrientation(plain, "image/jpeg"); !bytes.Equal(got, plain) {
 		t.Error("EXIF-less JPEG should pass through byte-for-byte")
 	}
 	// JPEG already upright (orientation 1) → untouched.
 	up := withOrientation(t, plain, 1)
 	if got := normalizeOrientation(up, "image/jpeg"); !bytes.Equal(got, up) {
 		t.Error("orientation-1 JPEG should pass through byte-for-byte")
 	}
 }
 func TestNormalizeOrientationRotates(t *testing.T) {
 	// Stored 4×2 (wide) image tagged orientation 6 ("rotate 90° CW to view") must
 	// come out upright — i.e. tall (2×4) — with the EXIF tag stripped.
 	wide := jpegBytes(t, 4, 2)
 	tagged := withOrientation(t, wide, 6)
 	out := normalizeOrientation(tagged, "image/jpeg")
 	if bytes.Equal(out, tagged) {
 		t.Fatal("orientation-6 JPEG should have been re-encoded upright")
 	}
 	if got := exifOrientation(out); got != 0 {
 		t.Errorf("output still carries orientation tag %d; want stripped (0)", got)
 	}
 	img, err := imaging.Decode(bytes.NewReader(out))
 	if err != nil {
 		t.Fatalf("decode output: %v", err)
 	}
 	b := img.Bounds()
 	if b.Dx() != 2 || b.Dy() != 4 {
 		t.Errorf("output dims = %dx%d, want 2x4 (rotated upright)", b.Dx(), b.Dy())
 	}
 }
--- a/internal/web/scan.go
+++ b/internal/web/scan.go
@ -62,8 +62,17 @@ func (s *Server) handleClassify(w http.ResponseWriter, r *http.Request) {
 		http.Error(w, "only images and PDFs are allowed", http.StatusUnsupportedMediaType)
 		return
 	}
 	data = normalizeOrientation(data, mimeType) // upright image reads better for the AI
-	sug, err := s.classifier.Classify(r.Context(), time.Now(), data, mimeType)
+	// Append the user's correction notes to the prompt (best-effort).
 	var notes []string
 	if ns, err := s.store.ListActiveNotes(); err == nil {
 		for _, n := range ns {
 			notes = append(notes, n.Text)
 		}
 	}
 	sug, err := s.classifier.Classify(r.Context(), time.Now(), data, mimeType, notes)
 	if err != nil {
 		s.serverError(w, "classify receipt", err)
 		return
--- a/internal/web/static/style.css
+++ b/internal/web/static/style.css
@ -134,6 +134,65 @@ a.button {
 a.button.green { background: #137333; }
 a.button.blue  { background: #1a73e8; }
 /* Tag picker: trigger button, summary, chip mosaic, and the modal it opens. */
 button.tags-btn {
  font-size: 1rem;
  padding: .5rem .8rem;
  border: 1px solid #1a73e8;
  background: #fff;
  color: #1a73e8;
  border-radius: .4rem;
 }
 .tags-summary { margin-left: .5rem; font-size: .9rem; color: #555; }
 #tags-hidden { display: none; }
 .modal {
  position: fixed;
  inset: 0;
  z-index: 10;
  background: rgba(0, 0, 0, .45);
  display: flex;
  align-items: center;
  justify-content: center;
  padding: 1rem;
 }
 .modal[hidden] { display: none; }
 .modal-card {
  background: #fff;
  border-radius: .5rem;
  padding: 1rem;
  width: 100%;
  max-width: 26rem;
  max-height: 80vh;
  overflow-y: auto;
 }
 .modal-card h2 { margin-top: 0; }
 .chips { display: flex; flex-wrap: wrap; gap: .4rem; margin: .5rem 0 1rem; }
 .chip {
  padding: .35rem .7rem;
  border: 1px solid #ccc;
  border-radius: 1rem;
  background: #f1f3f4;
  color: #333;
  font-size: .9rem;
  cursor: pointer;
 }
 .chip.sel { background: #137333; border-color: #137333; color: #fff; }
 .newtag { display: flex; gap: .4rem; margin-bottom: 1rem; }
 .newtag input { flex: 1; }
 /* Tag chips shown read-only in the recent list. */
 ul.recent .tags { margin-left: .15rem; }
 ul.recent .tag {
  display: inline-block;
  font-size: .72rem;
  background: #e8f0fe;
  color: #1a56c4;
  border-radius: .8rem;
  padding: .02rem .4rem;
  margin-left: .2rem;
 }
 /* Inline rename/add rows on the manage page. */
 form.row {
  display: flex;
@ -143,3 +202,32 @@ form.row {
 form.row input { flex: 1; padding: .4rem; }
 form.row button { padding: .4rem .7rem; }
 .add input { border: 1px solid #137333; }
 button.danger { background: #fce8e6; border: 1px solid #d93025; color: #a50e0e; }
 /* AI correction notes: full-width, wrapping, auto-growing editors. */
 form.note { margin: .75rem 0 1rem; }
 form.note textarea {
  width: 100%;
  box-sizing: border-box;
  font: inherit;
  padding: .5rem;
  resize: vertical;
  min-height: 3rem;
  overflow: hidden;
 }
 form.note.add textarea { border: 1px solid #137333; }
 form.note .note-actions { display: flex; gap: .4rem; margin-top: .35rem; }
 form.note .note-actions button { padding: .4rem .9rem; }
 /* AI tab: read-only prompt + miss-review table. */
 pre.prompt {
  white-space: pre-wrap;
  word-break: break-word;
  background: #f1f3f4;
  padding: .6rem;
  border-radius: .4rem;
  font-size: .78rem;
  max-height: 28rem;
  overflow-y: auto;
 }
 table.tally tr.miss th, table.tally tr.miss td { background: #fef7e0; }
--- a/internal/web/templates.go
+++ b/internal/web/templates.go
@ -24,4 +24,6 @@ var (
 	exportPage  = parsePage("export.html")
 	tallyPage   = parsePage("tally.html")
 	recentPage  = parsePage("recent.html")
 	aiPage      = parsePage("ai.html")
 	reviewPage  = parsePage("ai_review.html")
 )
--- a/internal/web/templates/ai.html
+++ b/internal/web/templates/ai.html
@ -0,0 +1,60 @@
 {{define "title"}}AI{{end}}
 {{define "content"}}
 <header>
  <span><a href="/">← Add receipt</a></span>
  <span><a href="/recent">Recent</a> · <a href="/tally">Tally</a> · <a href="/manage">Manage</a></span>
 </header>
 <h1>AI classifier</h1>
 {{if .Error}}<div class="err">{{.Error}}</div>{{end}}
 <h2>Correction notes</h2>
 <p><small>Free-text rules appended to the classifier prompt to fix recurring misreads. Editing a note keeps the old version in history.</small></p>
 {{range .Notes}}
 <form class="note" method="post" action="/ai/notes/edit">
  <input type="hidden" name="id" value="{{.ID}}">
  <textarea name="text" rows="2">{{.Text}}</textarea>
  <div class="note-actions">
    <button type="submit">Save</button>
    <button type="submit" formaction="/ai/notes/delete" class="danger">Delete</button>
  </div>
 </form>
 {{end}}
 <form class="note add" method="post" action="/ai/notes">
  <textarea name="text" rows="2" placeholder="New correction note…"></textarea>
  <div class="note-actions"><button type="submit">Add note</button></div>
 </form>
 <script>
 // Grow each note's textarea to fit its full text, so long notes are readable.
 document.querySelectorAll("form.note textarea").forEach(function (ta) {
  function fit() { ta.style.height = "auto"; ta.style.height = ta.scrollHeight + "px"; }
  ta.addEventListener("input", fit);
  fit();
 });
 </script>
 <h2>Review misreads {{if .Misses}}({{len .Misses}}){{end}}</h2>
 {{if not .Misses}}
 <p><small>No misreads to review — the AI matched what you submitted (or nothing has been classified yet).</small></p>
 {{else}}
 <ul class="recent">
  {{range .Misses}}
  <li>
    <a class="amt" href="/ai/review/{{.ReceiptID}}">${{.Amount}}</a>
    <span class="meta">{{.When}} · changed: {{.Fields}}</span>
    <span class="when">{{.Model}}</span>
  </li>
  {{end}}
 </ul>
 {{end}}
 <h2>Current prompt</h2>
 {{if .Prompt}}
 <details>
  <summary>View the exact system prompt sent to the model</summary>
  <pre class="prompt">{{.Prompt}}</pre>
 </details>
 {{else}}
 <p><small>{{.PromptNote}}</small></p>
 {{end}}
 {{end}}
--- a/internal/web/templates/ai_review.html
+++ b/internal/web/templates/ai_review.html
@ -0,0 +1,38 @@
 {{define "title"}}Review misread{{end}}
 {{define "content"}}
 <header>
  <span><a href="/ai">← AI</a></span>
  <span>classified by {{.Model}} · {{.When}}</span>
 </header>
 <h1>Review misread</h1>
 <p><a href="/receipt/{{.ReceiptID}}/file" target="_blank">Open the receipt image ↗</a></p>
 <table class="tally">
  <thead><tr><th>Field</th><th>AI guessed</th><th>You entered</th></tr></thead>
  <tbody>
    {{range .Fields}}
    <tr{{if .Overridden}} class="miss"{{end}}>
      <th>{{.Field}}</th>
      <td>{{.Suggested}}</td>
      <td>{{.Final}}{{if .Overridden}} ✎{{end}}</td>
    </tr>
    {{end}}
  </tbody>
 </table>
 <p><small>Rows marked ✎ are where you overrode the AI.</small></p>
 <form method="post" action="/ai/review/{{.ReceiptID}}">
  <h2>What fixed it?</h2>
  {{if .SinceNotes}}
  <p><small>Notes added since this receipt was classified — tick any that address this misread:</small></p>
  {{range .SinceNotes}}
  <label class="check"><input type="checkbox" name="fix" value="{{.ID}}"> {{.Text}}</label>
  {{end}}
  {{else}}
  <p><small>No notes were added after this receipt was classified. Add a correction note on the <a href="/ai">AI page</a> first if one would help, then come back — or close this as unresolved.</small></p>
  {{end}}
  <button type="submit" class="primary">Done reviewing</button>
  <p><small>Ticking one or more notes marks this as fixed; ticking none closes it as unresolved.</small></p>
 </form>
 {{end}}
--- a/internal/web/templates/confirm.html
+++ b/internal/web/templates/confirm.html
@ -3,6 +3,7 @@
 <p class="ok">✓ Receipt saved</p>
 <p>{{.Category}}{{if .Who}} · {{.Who}}{{end}} — ${{.Amount}} — {{.Date}}<br>{{.Filename}}</p>
 {{if .Attachments}}<p><small>+ {{len .Attachments}} attachment(s): {{range $i, $f := .Attachments}}{{if $i}}, {{end}}{{$f}}{{end}}</small></p>{{end}}
 {{if .Tags}}<p><small>Tags: {{range $i, $t := .Tags}}{{if $i}}, {{end}}{{$t}}{{end}}</small></p>{{end}}
 <a class="button green" href="/">Add another</a>
 <p style="text-align:center;margin-top:1rem"><a href="/manage">Manage</a> · <a href="/export">Export</a> · <a href="/logout">Log out</a></p>
 {{end}}
--- a/internal/web/templates/recent.html
+++ b/internal/web/templates/recent.html
@ -2,7 +2,7 @@
 {{define "content"}}
 <header>
  <span><a href="/">← Add receipt</a></span>
-  <span><a href="/tally">Tally</a> · <a href="/manage">Manage</a> · <a href="/export">Export</a></span>
+  <span><a href="/tally">Tally</a> · <a href="/ai">AI</a> · <a href="/manage">Manage</a> · <a href="/export">Export</a></span>
 </header>
 <h1>{{.Title}}</h1>
 <p class="tabs">
@ -18,6 +18,7 @@
    <a class="amt" href="/receipt/{{.ID}}/file" target="_blank">${{.Amount}}</a>
    <span class="meta">{{.Date}} · {{.Category}}{{if .Who}} · {{.Who}}{{end}}</span>
    {{if .Attachments}}<span class="atts">{{range .Attachments}}<a href="/attachment/{{.ID}}/file" target="_blank" title="{{.Filename}}">📎</a>{{end}}</span>{{end}}
    {{if .Tags}}<span class="tags">{{range .Tags}}<span class="tag">{{.}}</span>{{end}}</span>{{end}}
    <span class="when">{{.When}}</span>
  </li>
  {{end}}
--- a/internal/web/templates/upload.html
+++ b/internal/web/templates/upload.html
@ -2,7 +2,7 @@
 {{define "content"}}
 <header>
  <span>{{.Subject}}</span>
-  <span><a href="/tally">Tally</a> · <a href="/recent">Recent</a> · <a href="/manage">Manage</a> · <a href="/export">Export</a> · <a href="/logout">Log out</a></span>
+  <span><a href="/tally">Tally</a> · <a href="/recent">Recent</a> · <a href="/ai">AI</a> · <a href="/manage">Manage</a> · <a href="/export">Export</a> · <a href="/logout">Log out</a></span>
 </header>
 <h1>Add receipt</h1>
 {{range .Errors}}<div class="err">{{.}}</div>{{end}}
@ -30,6 +30,27 @@
    <option value="">—</option>
    {{range .People}}<option value="{{.ID}}" {{if eq (printf "%d" .ID) $sp}}selected{{end}}>{{.Label}}</option>{{end}}
  </select>
  <label>Tags (optional)</label>
  <button type="button" class="tags-btn" id="tags-btn">Add tags</button>
  <span class="tags-summary" id="tags-summary"></span>
  <div id="tags-hidden">
    {{range .TagChips}}{{if .Selected}}<input type="hidden" name="tags" value="{{.Label}}">{{end}}{{end}}
  </div>
  <div class="modal" id="tags-modal" hidden>
    <div class="modal-card">
      <h2>Tags</h2>
      <div class="chips" id="chip-list">
        {{range .TagChips}}<button type="button" class="chip{{if .Selected}} sel{{end}}" data-label="{{.Label}}">{{.Label}}</button>{{end}}
      </div>
      <div class="newtag">
        <input type="text" id="newtag-input" placeholder="Create a tag" autocomplete="off">
        <button type="button" id="newtag-add">Add</button>
      </div>
      <button type="button" class="primary" id="tags-done">Done with tags</button>
    </div>
  </div>
  <label for="attachments">Additional files (optional)</label>
  <input id="attachments" type="file" name="attachments" accept="image/*,application/pdf" multiple>
  <div class="dup-warn" id="dup-warn" hidden>
@ -37,9 +58,76 @@
    <ul id="dup-list"></ul>
    <label class="check"><input type="checkbox" id="dup-ack"> Add it anyway</label>
  </div>
  <input type="hidden" name="classify_json" id="classify_json">
  <button type="submit" class="primary" id="submit-btn">Submit</button>
 </form>
 <script>
 // --- Tag picker: in-page modal with a chip mosaic. Selection is mirrored into
 // hidden "tags" inputs so it submits with the rest of the form. ---
 (function () {
  var btn = document.getElementById("tags-btn");
  var modal = document.getElementById("tags-modal");
  var chipList = document.getElementById("chip-list");
  var hidden = document.getElementById("tags-hidden");
  var summary = document.getElementById("tags-summary");
  var newInput = document.getElementById("newtag-input");
  var newAdd = document.getElementById("newtag-add");
  var done = document.getElementById("tags-done");
  function chips() { return Array.prototype.slice.call(chipList.querySelectorAll(".chip")); }
  function sync() {
    var labels = chips().filter(function (c) { return c.classList.contains("sel"); })
      .map(function (c) { return c.getAttribute("data-label"); });
    hidden.innerHTML = "";
    labels.forEach(function (l) {
      var i = document.createElement("input");
      i.type = "hidden"; i.name = "tags"; i.value = l;
      hidden.appendChild(i);
    });
    summary.textContent = labels.length ? labels.length + " selected" : "none yet";
  }
  function find(label) {
    var lower = label.toLowerCase();
    return chips().filter(function (c) {
      return c.getAttribute("data-label").toLowerCase() === lower;
    })[0];
  }
  function addNew() {
    var label = newInput.value.trim();
    if (!label) return;
    var existing = find(label);
    if (existing) {
      existing.classList.add("sel");
    } else {
      var c = document.createElement("button");
      c.type = "button"; c.className = "chip sel";
      c.setAttribute("data-label", label); c.textContent = label;
      chipList.appendChild(c);
    }
    newInput.value = "";
    sync();
  }
  chipList.addEventListener("click", function (e) {
    var chip = e.target.closest(".chip");
    if (!chip) return;
    chip.classList.toggle("sel");
    sync();
  });
  newAdd.addEventListener("click", addNew);
  newInput.addEventListener("keydown", function (e) {
    if (e.key === "Enter") { e.preventDefault(); addNew(); }
  });
  btn.addEventListener("click", function () { modal.hidden = false; });
  done.addEventListener("click", function () { modal.hidden = true; });
  modal.addEventListener("click", function (e) {
    if (e.target === modal) modal.hidden = true; // tap the backdrop to close
  });
  sync(); // reflect any pre-selected chips (e.g. carried across an error re-render)
 })();
 </script>
 <script>
 (function () {
  var form = document.getElementById("upload-form");
@ -102,11 +190,16 @@
  skip.addEventListener("change", function () {
    note.style.opacity = skip.checked ? "0.5" : "";
-    if (skip.checked) note.textContent = "AI auto-fill skipped — enter the fields by hand.";
+    if (skip.checked) {
-    else note.innerHTML = baseNote;
+      note.textContent = "AI auto-fill skipped — enter the fields by hand.";
      setValue("classify_json", ""); // no AI suggestion to record
    } else {
      note.innerHTML = baseNote;
    }
  });
  fileInput.addEventListener("change", function () {
    setValue("classify_json", ""); // a new file invalidates any prior suggestion
    var file = fileInput.files[0];
    if (!file || skip.checked) return;
    note.style.opacity = "";
@ -125,6 +218,7 @@
        if (d.date) setValue("receipt_date", d.date);
        if (d.category_id != null) setValue("category_id", String(d.category_id));
        if (d.person_id != null) setValue("person_id", String(d.person_id));
        setValue("classify_json", JSON.stringify(d)); // round-trip for misread review
        var cost = (d.cost_cents != null) ? " · " + d.cost_cents.toFixed(2) + "¢" : "";
        note.textContent = "Pre-filled by " + (d.model || model) + cost + " — review and submit.";
        // Pre-filled date+amount may match an existing receipt — re-check.
--- a/internal/web/upload.go
+++ b/internal/web/upload.go
@ -2,11 +2,14 @@ package web
 import (
 	"crypto/rand"
 	"encoding/json"
 	"fmt"
 	"io"
 	"log"
 	"net/http"
 	"os"
 	"path/filepath"
 	"sort"
 	"strconv"
 	"strings"
 	"time"
@ -31,6 +34,16 @@ type formView struct {
 	// shown as a footnote. ClassifyEnabled is false when no API key is configured.
 	ClassifyModel   string
 	ClassifyEnabled bool
 	// TagChips is the alphabetical tag picker: every known tag plus any unsaved
 	// labels carried across an error re-render, each marked selected or not.
 	TagChips []tagChip
 }
 // tagChip is one selectable tag in the upload form's picker.
 type tagChip struct {
 	Label    string
 	Selected bool
 }
 func (s *Server) handleUploadForm(w http.ResponseWriter, r *http.Request) {
@ -63,12 +76,53 @@ func (s *Server) lookups() (cats, people []storage.Lookup, err error) {
 func (s *Server) renderForm(w http.ResponseWriter, v formView) {
 	v.ClassifyModel = s.cfg.ClassifyModel
 	v.ClassifyEnabled = s.classifier != nil
 	if v.TagChips == nil { // callers that carry selected tags set this themselves
 		if chips, err := s.tagChipsFor(nil); err == nil {
 			v.TagChips = chips
 		}
 	}
 	w.Header().Set("Content-Type", "text/html; charset=utf-8")
 	if err := uploadPage.ExecuteTemplate(w, "base", v); err != nil {
 		s.serverError(w, "render form", err)
 	}
 }
 // tagChipsFor builds the upload form's tag picker: every known tag in alphabetical
 // order, plus any selected labels that aren't saved tags yet (a chip the user
 // created before an error re-render), with the selected ones marked.
 func (s *Server) tagChipsFor(selected []string) ([]tagChip, error) {
 	tags, err := s.store.ListTags()
 	if err != nil {
 		return nil, err
 	}
 	selSet := map[string]bool{}
 	for _, l := range selected {
 		if l = strings.TrimSpace(l); l != "" {
 			selSet[strings.ToLower(l)] = true
 		}
 	}
 	known := map[string]bool{}
 	var chips []tagChip
 	for _, t := range tags {
 		key := strings.ToLower(t.Label)
 		known[key] = true
 		chips = append(chips, tagChip{Label: t.Label, Selected: selSet[key]})
 	}
 	for _, l := range selected { // pending labels not yet persisted
 		l = strings.TrimSpace(l)
 		key := strings.ToLower(l)
 		if l == "" || known[key] {
 			continue
 		}
 		known[key] = true
 		chips = append(chips, tagChip{Label: l, Selected: true})
 	}
 	sort.Slice(chips, func(i, j int) bool {
 		return strings.ToLower(chips[i].Label) < strings.ToLower(chips[j].Label)
 	})
 	return chips, nil
 }
 func (s *Server) handleUpload(w http.ResponseWriter, r *http.Request) {
 	sess := sessionFrom(r.Context())
 	cats, people, err := s.lookups()
@ -139,6 +193,8 @@ func (s *Server) handleUpload(w http.ResponseWriter, r *http.Request) {
 		mimeType = detectMime(data)
 		if !allowedMime(mimeType) {
 			errs = append(errs, "Only images and PDFs are allowed.")
 		} else {
 			data = normalizeOrientation(data, mimeType) // bake in EXIF rotation
 		}
 	}
@ -148,8 +204,18 @@ func (s *Server) handleUpload(w http.ResponseWriter, r *http.Request) {
 	attachments, attErrs := readAttachments(r)
 	errs = append(errs, attErrs...)
 	// Selected tags (existing labels and/or newly-typed ones) ride along as repeated
 	// "tags" fields. Resolved/created at save time so an abandoned upload adds none.
 	var tagLabels []string
 	if r.MultipartForm != nil {
 		tagLabels = r.MultipartForm.Value["tags"]
 	}
 	if len(errs) > 0 {
 		view.Errors = errs
 		if chips, err := s.tagChipsFor(tagLabels); err == nil {
 			view.TagChips = chips // keep the user's tag selection across the re-render
 		}
 		s.renderForm(w, view)
 		return
 	}
@ -182,6 +248,24 @@ func (s *Server) handleUpload(w http.ResponseWriter, r *http.Request) {
 		return
 	}
 	// Link tags now that the receipt id exists (create-if-missing by label).
 	if len(tagLabels) > 0 {
 		if err := s.store.SetReceiptTags(id, tagLabels); err != nil {
 			s.serverError(w, "save tags", err)
 			return
 		}
 	}
 	// Persist the AI suggestion the browser round-tripped, so misreads can be
 	// reviewed later (best-effort, diagnostic — never block the upload on it).
 	if blob := strings.TrimSpace(r.FormValue("classify_json")); blob != "" {
 		var cr classifyResponse
 		_ = json.Unmarshal([]byte(blob), &cr) // model only; blob stored verbatim
 		if err := s.store.InsertClassification(id, cr.Model, blob, time.Now().UTC()); err != nil {
 			log.Printf("warning: store classification for %s: %v", id, err)
 		}
 	}
 	// Save each attachment now that the parent receipt id exists, keyed to the
 	// receipt's date+amount so the files sort alongside it.
 	var attachmentNames []string
@ -208,6 +292,8 @@ func (s *Server) handleUpload(w http.ResponseWriter, r *http.Request) {
 		attachmentNames = append(attachmentNames, a.filename)
 	}
 	savedTags, _ := s.store.ListReceiptTags(id)
 	w.Header().Set("Content-Type", "text/html; charset=utf-8")
 	_ = confirmPage.ExecuteTemplate(w, "base", confirmView{
 		Category:    labelFor(categoryID, cats),
@ -216,6 +302,7 @@ func (s *Server) handleUpload(w http.ResponseWriter, r *http.Request) {
 		Date:        dateStr,
 		Filename:    header.Filename,
 		Attachments: attachmentNames,
 		Tags:        savedTags,
 	})
 }
@ -227,6 +314,7 @@ type confirmView struct {
 	Date        string
 	Filename    string
 	Attachments []string
 	Tags        []string
 }
 // pendingAttachment is a validated extra file waiting to be saved with its receipt.
@ -264,6 +352,7 @@ func readAttachments(r *http.Request) (out []pendingAttachment, errs []string) {
 			errs = append(errs, "Attachments must be images or PDFs.")
 			continue
 		}
 		adata = normalizeOrientation(adata, amime) // bake in EXIF rotation
 		out = append(out, pendingAttachment{
 			data:     adata,
 			mimeType: amime,
--- a/internal/web/upload_test.go
+++ b/internal/web/upload_test.go
@ -11,6 +11,7 @@ import (
 	"strconv"
 	"strings"
 	"testing"
 	"time"
 	"maisym.com/hsa/internal/auth"
 	"maisym.com/hsa/internal/config"
@ -39,7 +40,7 @@ func testServerWithStore(t *testing.T) *Server {
 func authCookie(t *testing.T, s *Server) *http.Cookie {
 	t.Helper()
-	sess := auth.Session{Subject: "jm@example.com", Groups: []string{"hsa-users"}}
+	sess := auth.Session{Subject: "jm@example.com", Groups: []string{"hsa-users"}, IssuedAt: time.Now()}
 	v, err := auth.EncodeSession(sess, s.cfg.SessionKey)
 	if err != nil {
 		t.Fatal(err)
@ -213,6 +214,63 @@ func TestUpload_WithAttachments(t *testing.T) {
 	}
 }
 func TestUploadForm_RendersTagPicker(t *testing.T) {
 	s := testServerWithStore(t)
 	if err := s.store.SetReceiptTags("noop", nil); err != nil { // ensure table is queryable
 		t.Fatal(err)
 	}
 	rec := get(t, s, "/")
 	if rec.Code != http.StatusOK {
 		t.Fatalf("status=%d", rec.Code)
 	}
 	body := rec.Body.String()
 	for _, want := range []string{`id="tags-btn"`, `id="tags-modal"`, `Done with tags`} {
 		if !strings.Contains(body, want) {
 			t.Errorf("upload form missing %q", want)
 		}
 	}
 }
 func TestUpload_WithTags(t *testing.T) {
 	s := testServerWithStore(t)
 	var body bytes.Buffer
 	mw := multipart.NewWriter(&body)
 	_ = mw.WriteField("amount", "12.34")
 	_ = mw.WriteField("receipt_date", "2026-06-01")
 	_ = mw.WriteField("category_id", aCategoryID(t, s))
 	_ = mw.WriteField("tags", "Dental")
 	_ = mw.WriteField("tags", "tax-2026")
 	_ = mw.WriteField("tags", "dental") // case-dup of the first — must collapse
 	rw, _ := mw.CreateFormFile("receipt", "receipt.png")
 	rw.Write(fakePNG())
 	mw.Close()
 	req := httptest.NewRequest(http.MethodPost, "/upload", &body)
 	req.Header.Set("Content-Type", mw.FormDataContentType())
 	req.AddCookie(authCookie(t, s))
 	rec := httptest.NewRecorder()
 	s.Routes().ServeHTTP(rec, req)
 	if rec.Code != http.StatusOK {
 		t.Fatalf("status=%d body=%s", rec.Code, rec.Body.String())
 	}
 	if !strings.Contains(rec.Body.String(), "Tags:") {
 		t.Errorf("confirm page missing tags listing: %s", rec.Body.String())
 	}
 	rows, _, err := s.store.ListRecent("uploaded_at", 10, 0)
 	if err != nil || len(rows) != 1 {
 		t.Fatalf("ListRecent: %v len=%d", err, len(rows))
 	}
 	got, err := s.store.ListReceiptTags(rows[0].ID)
 	if err != nil {
 		t.Fatal(err)
 	}
 	if len(got) != 2 || got[0] != "Dental" || got[1] != "tax-2026" {
 		t.Errorf("receipt tags = %v, want [Dental tax-2026]", got)
 	}
 }
 func TestUpload_RejectsBadAttachment(t *testing.T) {
 	s := testServerWithStore(t)
--- a/internal/web/views.go
+++ b/internal/web/views.go
@ -84,6 +84,7 @@ type recentRow struct {
 	When        string
 	Filename    string
 	Attachments []attachLink
 	Tags        []string
 }
 // attachLink is a viewable attachment reference shown under a recent row.
@ -125,6 +126,11 @@ func (s *Server) renderRecent(w http.ResponseWriter, r *http.Request, orderBy, t
 		for _, a := range atts {
 			links = append(links, attachLink{ID: a.ID, Filename: a.OriginalFilename})
 		}
 		tags, err := s.store.ListReceiptTags(row.ID)
 		if err != nil {
 			s.serverError(w, "list receipt tags", err)
 			return
 		}
 		view.Rows = append(view.Rows, recentRow{
 			ID:          row.ID,
 			Date:        row.ReceiptDate.Format(dateLayout),
@ -134,6 +140,7 @@ func (s *Server) renderRecent(w http.ResponseWriter, r *http.Request, orderBy, t
 			When:        row.UploadedAt.Local().Format("2006-01-02"),
 			Filename:    row.OriginalFilename,
 			Attachments: links,
 			Tags:        tags,
 		})
 	}
 	if hasMore {
@ -208,6 +215,7 @@ func (s *Server) handleReceiptFile(w http.ResponseWriter, r *http.Request) {
 		return
 	}
 	w.Header().Set("Content-Type", rec.MimeType)
 	w.Header().Set("X-Content-Type-Options", "nosniff") // don't let the browser sniff user bytes
 	w.Header().Set("Content-Disposition", fmt.Sprintf("inline; filename=%q", rec.OriginalFilename))
 	http.ServeContent(w, r, rec.OriginalFilename, rec.UploadedAt, bytes.NewReader(rec.ImageData))
 }
@ -221,6 +229,7 @@ func (s *Server) handleAttachmentFile(w http.ResponseWriter, r *http.Request) {
 		return
 	}
 	w.Header().Set("Content-Type", a.MimeType)
 	w.Header().Set("X-Content-Type-Options", "nosniff") // don't let the browser sniff user bytes
 	w.Header().Set("Content-Disposition", fmt.Sprintf("inline; filename=%q", a.OriginalFilename))
 	http.ServeContent(w, r, a.OriginalFilename, a.UploadedAt, bytes.NewReader(a.ImageData))
 }
--- a/internal/web/web.go
+++ b/internal/web/web.go
@ -19,6 +19,10 @@ import (
 const (
 	sessionCookie = "hsa_session"
 	loginCookie   = "hsa_login"
 	// sessionTTL bounds a session both as the cookie's MaxAge and as a server-side
 	// age check (see requireAuth), so a leaked cookie value can't be replayed forever.
 	sessionTTL = 12 * time.Hour
 )
 // Server holds the wired dependencies for the HTTP handlers.
@ -75,6 +79,12 @@ func (s *Server) Routes() http.Handler {
 	mux.Handle("GET /recent/receipts", s.requireAuth(http.HandlerFunc(s.handleRecentReceipts)))
 	mux.Handle("GET /receipt/{id}/file", s.requireAuth(http.HandlerFunc(s.handleReceiptFile)))
 	mux.Handle("GET /attachment/{id}/file", s.requireAuth(http.HandlerFunc(s.handleAttachmentFile)))
 	mux.Handle("GET /ai", s.requireAuth(http.HandlerFunc(s.handleAI)))
 	mux.Handle("POST /ai/notes", s.requireAuth(http.HandlerFunc(s.handleAddNote)))
 	mux.Handle("POST /ai/notes/edit", s.requireAuth(http.HandlerFunc(s.handleEditNote)))
 	mux.Handle("POST /ai/notes/delete", s.requireAuth(http.HandlerFunc(s.handleDeleteNote)))
 	mux.Handle("GET /ai/review/{id}", s.requireAuth(http.HandlerFunc(s.handleReview)))
 	mux.Handle("POST /ai/review/{id}", s.requireAuth(http.HandlerFunc(s.handleReviewSubmit)))
 	mux.Handle("GET /manage", s.requireAuth(http.HandlerFunc(s.handleManage)))
 	mux.Handle("POST /manage/categories", s.requireAuth(http.HandlerFunc(s.handleAddCategory)))
 	mux.Handle("POST /manage/categories/rename", s.requireAuth(http.HandlerFunc(s.handleRenameCategory)))
@ -218,7 +228,7 @@ func (s *Server) handleCallback(w http.ResponseWriter, r *http.Request) {
 		s.serverError(w, "encode session", err)
 		return
 	}
-	s.setCookie(w, sessionCookie, encoded, 12*time.Hour)
+	s.setCookie(w, sessionCookie, encoded, sessionTTL)
 	http.Redirect(w, r, "/", http.StatusFound)
 }
--- a/internal/web/web_test.go
+++ b/internal/web/web_test.go
@ -5,6 +5,7 @@ import (
 	"net/http/httptest"
 	"strings"
 	"testing"
 	"time"
 	"maisym.com/hsa/internal/auth"
 	"maisym.com/hsa/internal/config"
@ -64,7 +65,7 @@ func TestHome_NoSession_RedirectsToLogin(t *testing.T) {
 func TestHome_ValidSession_ShowsUploadForm(t *testing.T) {
 	s := testServerWithStore(t)
-	sess := auth.Session{Subject: "jm@example.com", Groups: []string{"hsa-users"}}
+	sess := auth.Session{Subject: "jm@example.com", Groups: []string{"hsa-users"}, IssuedAt: time.Now()}
 	cookie, err := auth.EncodeSession(sess, s.cfg.SessionKey)
 	if err != nil {
 		t.Fatal(err)
Author	SHA1	Message	Date
Jean-Michel Tremblay	e94a17160b	Add deploy docs (CICD + Authelia/OIDC); changelog 0.1.0 All checks were successful Build and Test / build-and-test (push) Successful in 39s Details deploy/CICD.md documents which git push/tag triggers which pipeline steps; deploy/AUTH.md documents the Authelia OIDC integration contract with a sequence diagram of the login flow. Cross-link from README and INSTALL. The 0.1.0 release also ships the previously-committed security hardening (server-side session expiry + nosniff on served files). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>	2026-06-20 21:20:08 -04:00
Jean-Michel Tremblay	866bc175fb	Security hardening: server-side session expiry + nosniff on files All checks were successful Build and Test / build-and-test (push) Successful in 38s Details 1. Enforce the 12h session lifetime server-side in requireAuth (reject a session older than the TTL even if the sealed cookie is intact), so a leaked cookie value can't be replayed indefinitely. Shared sessionTTL const drives both the cookie MaxAge and the check. 2. Send X-Content-Type-Options: nosniff when serving user-uploaded receipt/attachment bytes, so the browser won't sniff past the declared (upload-time allowlisted) MIME type. Update SPEC §2 and §6 accordingly; tests cover stale-session rejection. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>	2026-06-20 20:56:38 -04:00
Jean-Michel Tremblay	c930f715b7	AI tab: full-width auto-growing note editors All checks were successful Build and Test / build-and-test (push) Successful in 37s Details Replace the single-line note inputs (which truncated long notes) with wrapping, auto-growing textareas and a per-note Save/Delete row, so the whole correction note is readable and editable. Changelog 0.0.4. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>	2026-06-20 20:17:37 -04:00
Jean-Michel Tremblay	c715c8e0c0	AI classifier correction notes + misread review (AI tab) All checks were successful Build and Test / build-and-test (push) Successful in 37s Details Add a global, temporal ai_notes list appended to the classifier prompt (seeded once from no-PII defaults, documented in README), managed inline on a new AI tab with a read-only view of the assembled prompt. Every AI-run upload records the browser-round-tripped suggestion blob + model; misreads are derived (final field != AI guess) and reviewed one by one (image + per-field guess-vs-entered + notes-since), attributing which note fixed each or closing unresolved. Update SPEC (new section 10), DESIGN item 15, README, and changelog (0.0.3). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>	2026-06-20 16:04:30 -04:00
Jean-Michel Tremblay	da7fc56920	Add consolidated SPEC.md; demote spec.md to DESIGN.md journal All checks were successful Build and Test / build-and-test (push) Successful in 36s Details SPEC.md is the new domain-organized source of truth for current behavior, reconciled against the code (notes soft-delete/dup-highlight/zip-export as not-yet-implemented). The old chronological spec.md becomes DESIGN.md, the why/history journal. Docs only — no behavior change, no release tag. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>	2026-06-20 10:59:46 -04:00
Jean-Michel Tremblay	2ff5c3847c	Optional receipt tags; changelog 0.0.2 All checks were successful Build and Test / build-and-test (push) Successful in 36s Details Add a shared, free-form tag vocabulary attachable to a receipt at upload. New tags/receipt_tags tables (case-insensitive label dedup); an in-page chip-mosaic picker after "Who" with inline tag creation. Tags are resolved/created only on successful submit, and shown on the confirm page and recent lists. Documented as spec item 14. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>	2026-06-20 08:35:14 -04:00
Jean-Michel Tremblay	7ba0d5abe7	Normalize receipt image orientation from EXIF; add changelog (0.0.1) All checks were successful Build and Test / build-and-test (push) Successful in 37s Details Bake the EXIF Orientation rotation into uploaded JPEG pixels (and strip the tag) so receipts are upright in every consumer, not just EXIF-aware viewers. Acts only when orientation is known (tag 2..8); images with no tag, tag 1, non-JPEG, or PDFs pass through byte-for-byte. Wired into the receipt, attachments, and AI-classify paths. Documented as spec item 13. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>	2026-06-19 20:26:03 -04:00
Jean-Michel Tremblay	ef2b0665b8	Merge branch 'ci-auto-deploy-release-tags' All checks were successful Build and Test / build-and-test (push) Successful in 37s Details	2026-06-19 20:03:46 -04:00