One self-contained page (inline CSS/JS, system fonts, works offline):
match cards show source photos, extracted cues, and candidates with
cached-XML thumbnails (placeholder tiles until real fixtures exist);
actions are pick / manual BGG id / reject, plus a skippable editions
pass (pick or unknown). Keyboard-first: j/k navigate, 1-9 pick, r
reject, m manual, u unknown, d dismiss. Every decision writes
matches.csv through the same ReviewSession methods the TUI now shares —
the TUI remains as the no-flag fallback. unidentified.json renders as
visually distinct reshoot work-orders with dismissals persisted in
data/unidentified_dismissed.json (survives extract rebuilds). Progress
tally and a diff-ready done screen; photo serving is allowlisted to
photos/ contents; server binds 127.0.0.1 only. Layout leaves room for
a later games.json browse view.
Provenance guard: fixture generators now write STUB_FIXTURES.marker
into their cache dirs, and CLAUDE.md gains the hard rule that stub-
resolved version_ids are placeholders — upload must refuse to run
while data/bgg_cache/STUB_FIXTURES.marker exists.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Per-photo raw results cached under data/extract_raw/ (gitignored) so
re-runs are free, --only re-extracts a single photo, and titles.json is
rebuilt with dedupe that keeps conflicting-edition sightings separate.
HEIC converts via pillow-heif; images downscale to <=1568px long edge;
model JSON parsed defensively (code fences, surrounding prose). Vision
callable is injectable — tests use a local fake; the real one uses the
anthropic SDK (approved) with the model from config.toml.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
httpx client with injectable clock/sleep/rng for testability. Successful
responses cached under data/bgg_cache/ keyed by endpoint+params; 202
retries follow the spec schedule (2/5/10/30s, give up after 5); 429/503
get jittered exponential backoff; consecutive requests are spaced
rate_limit_seconds apart. Parsers (via defusedxml, per security hook)
cover search, thing (+stats/+versions), and collection, including the
Not Ranked and error-document cases.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
uv project with typer/httpx/rapidfuzz, ruff and pytest wired into
pyproject. Six stub subcommands matching the pipeline stages, config.toml
plus BGG_USERNAME env override, accent/ampersand/article-safe title
normalization with tests.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Eric Wagoner