FINDING #4685 · 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)
43% 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 · S10
Growth Telemetry
VELOCITY /D
4.53
ACCEL
+0.14
RETENTION
68.5%
PEAK 2026-07-03 · FORK-RETENTION 0.0% · 136 STARS / WINDOW
Author Audience
AUDIENCE
38
FOLLOWERS
6
OWNER ★
321
Engagement Signals
FORKS
22
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 136 / 136 (DIVERSITY 1.00)
Why This Is A Finding
ganzhi-black/humanities-thesis-skill собрал 136 звёзд за окно, тогда как у автора всего 6 подписчиков — эффективная аудитория ≈ 38. Это даёт surprise-индекс 0.058 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 26% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 26%
VELOCITY4.534.23+0.30ABOVE 52%
RETENTION68.5%29.4%+39.1 PPABOVE 97%
FORKS2292-70ABOVE 17%
SURPRISE0.060.01+0.05ABOVE 90%