FINDING #5445 · UNIT ID 1234537369
Gentleman-Programming/gentle-shell
Your coding agent for controlled development in the workspace you lead. A Pi-native shell with Organic Driven Development, focused subagents, risk-based native review, live changes and agent views, and permission modes that keep destructive guards.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
7% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
13.14
ACCEL
-0.21
RETENTION
76.5%
PEAK 2026-10-13 · FORK-RETENTION 66.7% · 92 STARS / WINDOW
Author Audience
AUDIENCE
13,144
FOLLOWERS
4,198
OWNER ★
23,742
Engagement Signals
FORKS
209
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 92 / 92 (DIVERSITY 1.00)
Why This Is A Finding
Gentleman-Programming/gentle-shell собрал 92 звёзд за окно, тогда как у автора всего 4,198 подписчиков — эффективная аудитория ≈ 13,144. Это даёт surprise-индекс 0.000997 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 66.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 44% OF 9651 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 44%
VELOCITY13.143.14+10.00ABOVE 86%
RETENTION76.5%16.7%+59.8 PPABOVE 98%
FORKS209277-68ABOVE 45%
SURPRISE0.000.00-0.00ABOVE 30%