FINDING #6999 · UNIT ID 1152413600
ai-sdlc-framework/ai-sdlc
Declarative governance framework for AI-augmented software development lifecycles
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
66% 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
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
7.27
ACCEL
+1.20
RETENTION
45.6%
PEAK 2026-09-10 · FORK-RETENTION 38.7% · 218 STARS / WINDOW
Author Audience
AUDIENCE
82
FOLLOWERS
9
OWNER ★
322
Engagement Signals
FORKS
60
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 218 / 218 (DIVERSITY 1.00)
Why This Is A Finding
ai-sdlc-framework/ai-sdlc собрал 218 звёзд за окно, тогда как у автора всего 9 подписчиков — эффективная аудитория ≈ 82. Это даёт surprise-индекс 0.0594 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 38.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 28% OF 9679 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9679 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY7.273.80+3.47ABOVE 71%
RETENTION45.6%25.0%+20.6 PPABOVE 86%
FORKS60112-52ABOVE 35%
SURPRISE0.060.01+0.05ABOVE 92%