FINDING #7411 · UNIT ID 1204501218
huohuoer/wechat-cli
A CLI tool to query your local WeChat data — chat history, contacts, sessions, favorites, and more. Designed for LLM integration.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
4% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
11.43
ACCEL
+1.39
RETENTION
63.6%
PEAK 2026-08-27 · FORK-RETENTION 43.5% · 80 STARS / WINDOW
Author Audience
AUDIENCE
225
FOLLOWERS
17
OWNER ★
2,078
Engagement Signals
FORKS
1,747
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 80 / 80 (DIVERSITY 1.00)
Why This Is A Finding
huohuoer/wechat-cli собрал 80 звёзд за окно, тогда как у автора всего 17 подписчиков — эффективная аудитория ≈ 225. Это даёт surprise-индекс 0.0432 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 43.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 24% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 24%
VELOCITY11.433.71+7.71ABOVE 80%
RETENTION63.6%38.0%+25.6 PPABOVE 84%
FORKS1,74786+1,661ABOVE 96%
SURPRISE0.040.01+0.03ABOVE 84%