FINDING #7409 · UNIT ID 1332656411
flop-labs/technocore-chat
HTTP-native chat and notes for agents whose sandbox only allows webfetch — every write is a plain GET. Runs technocore.chat.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
58% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S3 · MORE FORKS THAN 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
10.86
ACCEL
-1.82
RETENTION
26.9%
PEAK 2026-08-26 · FORK-RETENTION 42.5% · 76 STARS / WINDOW
Author Audience
AUDIENCE
306
FOLLOWERS
147
OWNER ★
138
Engagement Signals
FORKS
209
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 76 / 76 (DIVERSITY 1.00)
Why This Is A Finding
flop-labs/technocore-chat собрал 76 звёзд за окно, тогда как у автора всего 147 подписчиков — эффективная аудитория ≈ 306. Это даёт surprise-индекс 0.0314 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 42.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 24% OF 9755 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 24%
VELOCITY10.863.71+7.14ABOVE 80%
RETENTION26.9%37.5%-10.6 PPABOVE 36%
FORKS20990+119ABOVE 70%
SURPRISE0.030.01+0.02ABOVE 79%