FINDING #6048 · UNIT ID 1207844328
Lifecycle-Innovations-Limited/claude-ops
Business operating system for Claude Code — 57 skills, 21 agents, smart daemon. Unified inbox (WhatsApp/Email/Slack/Telegram), autonomous PR merge, full-AWS monitoring, revenue (Stripe+RevenueCat), e-commerce (Shopify), marketing (Klaviyo/Meta/GA4), voice (Bland/ElevenLabs), APM (Datadog/NewRelic/OTEL), YOLO mode.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
63% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
45.57
ACCEL
+18.82
RETENTION
57.8%
PEAK 2026-09-22 · FORK-RETENTION 44.4% · 319 STARS / WINDOW
Author Audience
AUDIENCE
115
FOLLOWERS
7
OWNER ★
506
Engagement Signals
FORKS
58
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 319 / 319 (DIVERSITY 1.00)
Why This Is A Finding
Lifecycle-Innovations-Limited/claude-ops собрал 319 звёзд за окно, тогда как у автора всего 7 подписчиков — эффективная аудитория ≈ 115. Это даёт surprise-индекс 0.29 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 44.4% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 38% OF 9770 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9770 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 38%
VELOCITY45.573.57+42.00ABOVE 95%
RETENTION57.8%40.0%+17.8 PPABOVE 76%
FORKS5892-34ABOVE 39%
SURPRISE0.290.01+0.28ABOVE 99%