FINDING #6188 · UNIT ID 1378626483
LockedinLabs-AI/agent-console
Local-first observability for AI coding agents. Every Claude Code and Codex session's tokens, cache, models and cost, on this machine and every machine you connect through a self-hosted team hub. Presenting mode, policy hooks, Apple-signed and notarized macOS builds, attested releases. MIT.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
41% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S11 · ONE ACCOUNT GENERATES MOST OF THE "COMMUNITY" ACTIVITY
Growth Telemetry
VELOCITY /D
38.71
ACCEL
+29.04
RETENTION
0.0%
PEAK 2026-09-28 · FORK-RETENTION 0.0% · 271 STARS / WINDOW
Author Audience
AUDIENCE
359
FOLLOWERS
110
OWNER ★
671
Engagement Signals
FORKS
132
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 271 / 271 (DIVERSITY 1.00)
Why This Is A Finding
LockedinLabs-AI/agent-console собрал 271 звёзд за окно, тогда как у автора всего 110 подписчиков — эффективная аудитория ≈ 359. Это даёт surprise-индекс 0.097 (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 37% OF 9759 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9759 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 37%
VELOCITY38.713.57+35.14ABOVE 94%
RETENTION0.0%36.7%-36.7 PPABOVE 0%
FORKS132105+27ABOVE 55%
SURPRISE0.100.01+0.09ABOVE 94%