▲РЕПО НЕТ В ОКНЕ 90D. ПОКАЗАН FINDING ИЗ ОКНА 30D (30 days) — РАНГ #8441.
FINDING #8441 · UNIT ID 1127499996
lishix520/academic-paper-skills
Systematic framework for planning and writing academic papers using Claude Code. Includes strategist (planning) and composer (writing) skills with quality checkpoints.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
5% 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
2.20
ACCEL
-0.10
RETENTION
32.1%
PEAK 2026-09-21 · FORK-RETENTION 83.3% · 66 STARS / WINDOW
Author Audience
AUDIENCE
156
FOLLOWERS
15
OWNER ★
1,413
Engagement Signals
FORKS
150
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 66 / 66 (DIVERSITY 1.00)
Why This Is A Finding
lishix520/academic-paper-skills собрал 66 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 156. Это даёт surprise-индекс 0.0112 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 83.3% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 13% OF 9676 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 13%
VELOCITY2.203.80-1.60ABOVE 24%
RETENTION32.1%20.0%+12.1 PPABOVE 76%
FORKS150142+8ABOVE 51%
SURPRISE0.010.01+0.00ABOVE 60%