FINDING #7451 · 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)
55% 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
10.14
ACCEL
+2.82
RETENTION
44.2%
PEAK 2026-08-26 · FORK-RETENTION 32.9% · 71 STARS / WINDOW
Author Audience
AUDIENCE
300
FOLLOWERS
137
OWNER ★
129
Engagement Signals
FORKS
192
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 71 / 71 (DIVERSITY 1.00)
Why This Is A Finding
flop-labs/technocore-chat собрал 71 звёзд за окно, тогда как у автора всего 137 подписчиков — эффективная аудитория ≈ 300. Это даёт surprise-индекс 0.0298 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 32.9% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 24% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 24%
VELOCITY10.143.71+6.43ABOVE 78%
RETENTION44.2%38.0%+6.2 PPABOVE 59%
FORKS19286+106ABOVE 69%
SURPRISE0.030.01+0.02ABOVE 77%