FINDING #7623 · 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)
51% 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
8.47
ACCEL
+0.90
RETENTION
0.0%
PEAK 2026-10-17 · FORK-RETENTION 0.0% · 254 STARS / WINDOW
Author Audience
AUDIENCE
139
FOLLOWERS
19
OWNER ★
503
Engagement Signals
FORKS
51
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 254 / 254 (DIVERSITY 1.00)
Why This Is A Finding
Aletheore/Aletheore собрал 254 звёзд за окно, тогда как у автора всего 19 подписчиков — эффективная аудитория ≈ 139. Это даёт surprise-индекс 0.0474 (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 21% OF 9675 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9675 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 21%
VELOCITY8.473.80+4.67ABOVE 74%
RETENTION0.0%20.3%-20.3 PPABOVE 0%
FORKS51138-87ABOVE 28%
SURPRISE0.050.01+0.04ABOVE 90%