FINDING #7844 · UNIT ID 1307639891
Kilbex/Vigla
Open-source mission control for coding agents. Run cross-vendor workers in isolated worktrees, audit every submission, and revert an entire mission.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
53% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
2.07
ACCEL
-0.31
RETENTION
10.8%
PEAK 2026-08-03 · FORK-RETENTION 0.0% · 62 STARS / WINDOW
Author Audience
AUDIENCE
13
FOLLOWERS
1
OWNER ★
116
Engagement Signals
FORKS
4
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 62 / 62 (DIVERSITY 1.00)
Why This Is A Finding
Kilbex/Vigla собрал 62 звёзд за окно, тогда как у автора всего 1 подписчиков — эффективная аудитория ≈ 13. Это даёт surprise-индекс 0.0393 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 18% OF 9593 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9593 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY2.073.63-1.57ABOVE 21%
RETENTION10.8%25.0%-14.2 PPABOVE 23%
FORKS4117-113ABOVE 5%
SURPRISE0.040.01+0.03ABOVE 87%