FINDING #632 · UNIT ID 1237819660
zhaoxuya520/reverse-skill
Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
78% 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
215.17
ACCEL
-9.25
RETENTION
10.9%
PEAK 2026-06-24 · FORK-RETENTION 0.0% · 6,455 STARS / WINDOW
Author Audience
AUDIENCE
945
FOLLOWERS
113
OWNER ★
8,316
Engagement Signals
FORKS
1,296
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 6,455 / 6,455 (DIVERSITY 1.00)
Why This Is A Finding
zhaoxuya520/reverse-skill собрал 6,455 звёзд за окно, тогда как у автора всего 113 подписчиков — эффективная аудитория ≈ 945. Это даёт surprise-индекс 0.22 (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 38% OF 1013 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1013 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 38%
VELOCITY215.177.20+207.97ABOVE 95%
RETENTION10.9%30.8%-19.8 PPABOVE 15%
FORKS1,29656+1,240ABOVE 90%
SURPRISE0.220.03+0.19ABOVE 99%