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bvandeusenandClaude Opus 5 c67a8c313e fix: count the POSTS a working name spans, not the files (4392)
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Counting files punished a piece for the one thing a working name is
guaranteed to do — have several exports. Measured across the operator's four
dual-platform artists: knuxy carries `p217` on four files spanning exactly two
posts, the Patreon post and the Discord drop, and ~200 comic-page tokens have
that shape. Every one scored half strength. Counting posts scores them 1.00
and still catches the habits, which span many posts rather than many files:
tamadaheijun's `comic2` spans 8, conto's `seth2` 5, `maid` 4. Knuxy's
ambiguous band drops from 268 tokens to 55.

Three false positives found the same way — by running the module over the real
library rather than reading it:

  * The screenshot guard matches from the start of the stem, so it never fired
    on the legacy `<post id>_media_<media id>_` era. `Screenshot 2025-07-27
    182450ab` sailed through and contributed `2025-07-27` — the same-day date
    collision this module's docstring exists to refuse.
  * tamadaheijun names screenshots in Japanese. A guard that knows only the
    English word is a guard for one artist.
  * `timeline 3-0002` spans three unrelated posts. Keeping hyphens inside
    tokens for `0-k`'s sake let the number survive whole, so an identity token
    now has to contain a letter — which is the property behind the old
    bare-year and all-digits rules anyway, and leaves `0-k`, `680lc` and `p59`
    untouched.

Also stopwords for `the`, `gif`, `main`, `patreon`, `capture`, `timeline`,
each measured carrying a false match inside the admitted band.

IDENTITY_FLOOR names what a shared name must reach to propose a link with no
corroboration. At 0.75, 13 of artist 8's 15 name-sharing pairs clear it,
including the operator's own example. The two that do not are real pairs this
signal will not carry alone — the stated cost of refusing the four-post band,
where conto's `illustration9` and `maid` also sit.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
2026-09-24 08:00:36 -04:00
bvandeusenandClaude Opus 5 ecbfd83029 feat: a creator's own working name links the teaser to the drop (4392)
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The Patreon teaser is a censored crop of the Discord release, which is the
pair whole-image comparison handles worst — a censor bar is exactly the local
edit that moves a perceptual hash and blurs an embedding. But the creator
exports both from one file and the internal working name survives into both
platforms untouched, so the filename answers what the pixels will not.

Measured on artist 8 (520 images, 409 tokens): 17 candidate pairs, 14 of them
carried by a shared name, no false positives and nothing ambiguous. Ten are
byte-identical names either side — ConnFront/ConnFront, LoisLaneTB2/
LoisLaneTB2 — and the signal is orthogonal to timing, reaching a pair 23.8h
apart that proximity scores 0.005.

Both signals gate on rarity within ONE ARTIST's library, through one shared
_rarity so they cannot drift apart again. They already had: the filename side
grew a frequency cap and the text side never did, so a habitual emoji scored
the same 1.00 as a marker used twice. Measured, on real proposals: the
deciding evidence for one pair was 💦 (13 of 300 posts) and for another the
word "like" (43 posts). Both now score zero. The cap discards exactly what it
should — anya 8, riju 9, undyne 8, bea 16 are character names, and ungated
every Anya post would match every Anya drop.

A screenshot contributes nothing rather than the date match it could be
squeezed for: that date collides across platforms by construction, since the
teaser and the release go out the same day.

Not yet wired into post_association_service — that is the next commit.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
2026-09-24 07:55:18 -04:00