FINDING #08 · 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
Growth Telemetry
VELOCITY /D
271.00
ACCEL
0.00
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 0.68 (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 100% OF 6105 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6105 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE1.010.00+1.01ABOVE 100%
VELOCITY271.009.00+262.00ABOVE 99%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS132419-287ABOVE 30%
SURPRISE0.680.01+0.67ABOVE 99%