FINDING #807 · UNIT ID 1271800796
Kentucky-ai/opentakeoff
Open-source (Apache-2.0) 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)
11% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
2.43
ACCEL
+0.14
RETENTION
50.0%
PEAK 2026-10-04 · FORK-RETENTION 14.3% · 17 STARS / WINDOW
Author Audience
AUDIENCE
48
FOLLOWERS
7
OWNER ★
168
Engagement Signals
FORKS
68
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 17 / 17 (DIVERSITY 1.00)
Why This Is A Finding
Kentucky-ai/opentakeoff собрал 17 звёзд за окно, тогда как у автора всего 7 подписчиков — эффективная аудитория ≈ 48. Это даёт surprise-индекс 0.0277 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 14.3% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 92% OF 9784 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9784 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.020.00+0.02ABOVE 92%
VELOCITY2.433.43-1.00ABOVE 34%
RETENTION50.0%38.9%+11.1 PPABOVE 64%
FORKS68162-94ABOVE 32%
SURPRISE0.030.01+0.02ABOVE 82%