FINDING #9757 · UNIT ID 1365157964
callirra-ai/gpt-image-2-5-prompt-atlas
Fifty prompts for gpt-image-2.5, each with the exact frame it produced - 20 short ones and 30 full engineering briefs, plus a measured Flare-vs-Sunburst comparison
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
57% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
8.43
ACCEL
-1.18
RETENTION
37.8%
PEAK 2026-09-21 · FORK-RETENTION 0.0% · 59 STARS / WINDOW
Author Audience
AUDIENCE
26
FOLLOWERS
2
OWNER ★
111
Engagement Signals
FORKS
0
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 59 / 59 (DIVERSITY 1.00)
Why This Is A Finding
callirra-ai/gpt-image-2-5-prompt-atlas собрал 59 звёзд за окно, тогда как у автора всего 2 подписчиков — эффективная аудитория ≈ 26. Это даёт surprise-индекс 0.13 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 0% OF 9770 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9770 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 0%
VELOCITY8.433.57+4.86ABOVE 73%
RETENTION37.8%40.0%-2.2 PPABOVE 48%
FORKS092-92ABOVE 0%
SURPRISE0.130.01+0.12ABOVE 95%