FINDING #8236 · UNIT ID 1367338986
ThinkWatchProject/ThinkWatch-Lite
Local gateway for Claude Code, Codex and other AI clients on macOS, Windows and Linux: switch upstreams without touching clients, keep API keys from relays, cut off malicious tool calls, trace every request.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
65% 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
Growth Telemetry
VELOCITY /D
17.80
ACCEL
+1.93
RETENTION
13.5%
PEAK 2026-10-16 · FORK-RETENTION 9.1% · 534 STARS / WINDOW
Author Audience
AUDIENCE
347
FOLLOWERS
9
OWNER ★
1,643
Engagement Signals
FORKS
15
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 534 / 534 (DIVERSITY 1.00)
Why This Is A Finding
ThinkWatchProject/ThinkWatch-Lite собрал 534 звёзд за окно, тогда как у автора всего 9 подписчиков — эффективная аудитория ≈ 347. Это даёт surprise-индекс 0.046 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 9.1% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 15% OF 9676 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 15%
VELOCITY17.803.80+14.00ABOVE 87%
RETENTION13.5%20.0%-6.5 PPABOVE 35%
FORKS15142-127ABOVE 11%
SURPRISE0.050.01+0.04ABOVE 89%