FINDING #7420 · UNIT ID 1299249091
Aletheore/Aletheore
Evidence-grounded repository audit CLI - deterministic scanner, MCP server, live dashboard, and a GitHub Action that posts PR diffs.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
74% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
3.87
ACCEL
+0.71
RETENTION
43.2%
PEAK 2026-09-08 · FORK-RETENTION 0.0% · 116 STARS / WINDOW
Author Audience
AUDIENCE
40
FOLLOWERS
4
OWNER ★
161
Engagement Signals
FORKS
14
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 116 / 116 (DIVERSITY 1.00)
Why This Is A Finding
Aletheore/Aletheore собрал 116 звёзд за окно, тогда как у автора всего 4 подписчиков — эффективная аудитория ≈ 40. Это даёт surprise-индекс 0.0482 (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 23% OF 9649 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9649 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 23%
VELOCITY3.873.73+0.13ABOVE 51%
RETENTION43.2%24.6%+18.6 PPABOVE 83%
FORKS14116-102ABOVE 12%
SURPRISE0.050.01+0.04ABOVE 90%