FINDING #1641 · UNIT ID 1409893258
T-Auto/dsh-ops
A toolkit for low-level operations in DSH, designed to reduce token usage and task execution time / DSH 底层操作工具插件，旨在减少 Token 消耗与任务耗时
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
55% 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
542.00
ACCEL
-243.50
RETENTION
64.5%
PEAK 2026-10-15 · FORK-RETENTION 71.4% · 1,626 STARS / WINDOW
Author Audience
AUDIENCE
405
FOLLOWERS
77
OWNER ★
3,279
Engagement Signals
FORKS
83
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,626 / 1,626 (DIVERSITY 1.00)
Why This Is A Finding
T-Auto/dsh-ops собрал 1,626 звёзд за окно, тогда как у автора всего 77 подписчиков — эффективная аудитория ≈ 405. Это даёт surprise-индекс 1.22 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 71.4% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 67% OF 4978 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4978 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 67%
VELOCITY542.005.33+536.67ABOVE 100%
RETENTION64.5%0.0%+64.5 PPABOVE 85%
FORKS83346-263ABOVE 26%
SURPRISE1.220.00+1.21ABOVE 100%