FINDING #713 · UNIT ID 1368770307
anonymous-report-421/GPT-as-Policy
GPT as Policy
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
3% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
Growth Telemetry
VELOCITY /D
4.00
ACCEL
+1.00
RETENTION
20.0%
PEAK 2026-09-16 · FORK-RETENTION 0.0% · 12 STARS / WINDOW
Author Audience
AUDIENCE
45
FOLLOWERS
0
OWNER ★
453
Engagement Signals
FORKS
20
ISSUE AUTH
1
PR AUTH
0
UNIQUE STARGAZERS 12 / 12 (DIVERSITY 1.00)
Why This Is A Finding
anonymous-report-421/GPT-as-Policy собрал 12 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 45. Это даёт surprise-индекс 0.0469 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 1 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 28% OF 994 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 994 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY4.005.00-1.00ABOVE 36%
RETENTION20.0%33.3%-13.3 PPABOVE 35%
FORKS20740-720ABOVE 10%
SURPRISE0.050.00+0.04ABOVE 90%