FINDING #3013 · 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)
3% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
12.00
ACCEL
0.00
RETENTION
88.5%
PEAK 2026-10-15 · FORK-RETENTION 54.5% · 36 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 36 / 36 (DIVERSITY 1.00)
Why This Is A Finding
Gentleman-Programming/gentle-shell собрал 36 звёзд за окно, тогда как у автора всего 4,198 подписчиков — эффективная аудитория ≈ 13,144. Это даёт surprise-индекс 0.00091 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 54.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 39% 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 39%
VELOCITY12.005.33+6.67ABOVE 75%
RETENTION88.5%0.0%+88.5 PPABOVE 96%
FORKS209346-137ABOVE 40%
SURPRISE0.000.00-0.00ABOVE 24%