FINDING #3472 · UNIT ID 1188009186
917Dhj/DeepPaperNote
DeepPaperNote is an agent skill for deep-reading a single paper and generating high-quality Obsidian-style research notes. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
96% 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
5.53
ACCEL
+0.08
RETENTION
12.3%
PEAK 2026-06-18 · FORK-RETENTION 0.0% · 498 STARS / WINDOW
Author Audience
AUDIENCE
61
FOLLOWERS
8
OWNER ★
527
Engagement Signals
FORKS
34
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 498 / 498 (DIVERSITY 1.00)
Why This Is A Finding
917Dhj/DeepPaperNote собрал 498 звёзд за окно, тогда как у автора всего 8 подписчиков — эффективная аудитория ≈ 61. Это даёт surprise-индекс 0.0549 (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 46% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 46%
VELOCITY5.533.99+1.54ABOVE 62%
RETENTION12.3%17.1%-4.8 PPABOVE 37%
FORKS3490-55ABOVE 22%
SURPRISE0.050.01+0.04ABOVE 95%