FINDING #7712 · UNIT ID 1222173827
ganzhi-black/humanities-thesis-skill
AI skill for humanities thesis writing — from topic selection to publication. 8 academic databases, 21 review rules, anti-hallucination guardrails. 人文社科论文写作 AI Skill
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
3% 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
3.43
ACCEL
-0.71
RETENTION
0.0%
PEAK 2026-10-15 · FORK-RETENTION 0.0% · 24 STARS / WINDOW
Author Audience
AUDIENCE
79
FOLLOWERS
9
OWNER ★
700
Engagement Signals
FORKS
39
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 24 / 24 (DIVERSITY 1.00)
Why This Is A Finding
ganzhi-black/humanities-thesis-skill собрал 24 звёзд за окно, тогда как у автора всего 9 подписчиков — эффективная аудитория ≈ 79. Это даёт surprise-индекс 0.0288 (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 20% OF 9651 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 20%
VELOCITY3.433.14+0.29ABOVE 53%
RETENTION0.0%16.7%-16.7 PPABOVE 0%
FORKS39277-238ABOVE 19%
SURPRISE0.030.00+0.03ABOVE 85%