FINDING #6969 · UNIT ID 1283418467
offchainthoughts/Amber
Bank the expensive compute once, then carry it offline as a single file that can prove it is what it claims to be.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
5% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
1.43
ACCEL
+0.43
RETENTION
50.0%
PEAK 2026-07-15 · FORK-RETENTION 0.0% · 10 STARS / WINDOW
Author Audience
AUDIENCE
97
FOLLOWERS
77
OWNER ★
201
Engagement Signals
FORKS
305
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 10 / 10 (DIVERSITY 1.00)
Why This Is A Finding
offchainthoughts/Amber собрал 10 звёзд за окно, тогда как у автора всего 77 подписчиков — эффективная аудитория ≈ 97. Это даёт surprise-индекс 0.0104 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 0% OF 6993 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6993 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 0%
VELOCITY1.433.71-2.29ABOVE 0%
RETENTION50.0%32.1%+17.9 PPABOVE 79%
FORKS30593+212ABOVE 78%
SURPRISE0.010.01+0.00ABOVE 52%