FINDING #3946 · UNIT ID 1201635106
labarba/sciwrite
Agent Skill for AI-assisted manuscript writing review, based on Dr. Kristin Sainani's "Writing in the Sciences" methodology.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
1% 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
3.00
ACCEL
+4.50
RETENTION
0.0%
PEAK 2026-07-16 · FORK-RETENTION 0.0% · 9 STARS / WINDOW
Author Audience
AUDIENCE
891
FOLLOWERS
811
OWNER ★
800
Engagement Signals
FORKS
99
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 9 / 9 (DIVERSITY 1.00)
Why This Is A Finding
labarba/sciwrite собрал 9 звёзд за окно, тогда как у автора всего 811 подписчиков — эффективная аудитория ≈ 891. Это даёт surprise-индекс 0.00322 (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 6% OF 4186 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4186 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 6%
VELOCITY3.006.00-3.00ABOVE 9%
RETENTION0.0%23.7%-23.7 PPABOVE 0%
FORKS99148-49ABOVE 40%
SURPRISE0.000.01-0.01ABOVE 24%