FINDING #480 · UNIT ID 924592126
hyperfield/ai-file-sorter
Cross-platform desktop application for content-aware file organization and renaming. Supports local and remote LLMs, preview-based workflows, and fully user-controlled changes.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
66% 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
Growth Telemetry
VELOCITY /D
4.67
ACCEL
+0.03
RETENTION
7.6%
PEAK 2026-04-28 · FORK-RETENTION 0.0% · 841 STARS / WINDOW
Author Audience
AUDIENCE
244
FOLLOWERS
64
OWNER ★
1,798
Engagement Signals
FORKS
135
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 841 / 841 (DIVERSITY 1.00)
Why This Is A Finding
hyperfield/ai-file-sorter собрал 841 звёзд за окно, тогда как у автора всего 64 подписчиков — эффективная аудитория ≈ 244. Это даёт surprise-индекс 0.0165 (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 16% OF 571 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 571 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 16%
VELOCITY4.676.39-1.72ABOVE 41%
RETENTION7.6%17.7%-10.1 PPABOVE 24%
FORKS1351350ABOVE 50%
SURPRISE0.020.02-0.00ABOVE 38%