FINDING #7966 · UNIT ID 1175651632
Corbell-AI/Corbell
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
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:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
4.29
ACCEL
-0.18
RETENTION
16.7%
PEAK 2026-08-15 · FORK-RETENTION 33.3% · 30 STARS / WINDOW
Author Audience
AUDIENCE
135
FOLLOWERS
4
OWNER ★
633
Engagement Signals
FORKS
60
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 30 / 30 (DIVERSITY 1.00)
Why This Is A Finding
Corbell-AI/Corbell собрал 30 звёзд за окно, тогда как у автора всего 4 подписчиков — эффективная аудитория ≈ 135. Это даёт surprise-индекс 0.0245 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 33.3% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 18% OF 9729 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9729 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY4.293.57+0.71ABOVE 56%
RETENTION16.7%38.9%-22.2 PPABOVE 18%
FORKS60110-50ABOVE 35%
SURPRISE0.020.01+0.02ABOVE 78%