FINDING #322 · UNIT ID 1271800796
Kentucky-ai/opentakeoff
Open-source (AGPL-3.0) PDF takeoff for construction & flooring — the first engine an AI agent drives natively over MCP, not bolted on. Rooms measured on the wall faces, symbol sweeps, materials + quantities with full provenance, built for preconstruction. Runs entirely in your browser.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
6% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
12.33
ACCEL
-4.00
RETENTION
35.3%
PEAK 2026-10-16 · FORK-RETENTION 0.0% · 37 STARS / WINDOW
Author Audience
AUDIENCE
163
FOLLOWERS
20
OWNER ★
617
Engagement Signals
FORKS
136
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 37 / 37 (DIVERSITY 1.00)
Why This Is A Finding
Kentucky-ai/opentakeoff собрал 37 звёзд за окно, тогда как у автора всего 20 подписчиков — эффективная аудитория ≈ 163. Это даёт surprise-индекс 0.0606 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 94% OF 4978 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4978 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.040.00+0.04ABOVE 94%
VELOCITY12.335.33+7.00ABOVE 76%
RETENTION35.3%0.0%+35.3 PPABOVE 66%
FORKS136346-210ABOVE 34%
SURPRISE0.060.00+0.06ABOVE 89%