FINDING #4188 · UNIT ID 1103717180
Laliet/cc-switch-web
⭐️ A cross-platform web-based All-in-One assistant tool for Claude Code, Codex & Gemini CLI, based on CC Switch.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
51% 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
2.69
ACCEL
-0.00
RETENTION
13.6%
PEAK 2026-06-23 · FORK-RETENTION 0.0% · 242 STARS / WINDOW
Author Audience
AUDIENCE
51
FOLLOWERS
3
OWNER ★
484
Engagement Signals
FORKS
72
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 242 / 242 (DIVERSITY 1.00)
Why This Is A Finding
Laliet/cc-switch-web собрал 242 звёзд за окно, тогда как у автора всего 3 подписчиков — эффективная аудитория ≈ 51. Это даёт surprise-индекс 0.0294 (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 34% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 34%
VELOCITY2.693.99-1.31ABOVE 33%
RETENTION13.6%17.1%-3.5 PPABOVE 41%
FORKS7290-17ABOVE 43%
SURPRISE0.030.01+0.02ABOVE 78%