FINDING #3980 · 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)
71% 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
61.29
ACCEL
-21.04
RETENTION
16.2%
PEAK 2026-10-13 · FORK-RETENTION 30.6% · 429 STARS / WINDOW
Author Audience
AUDIENCE
163
FOLLOWERS
20
OWNER ★
617
Engagement Signals
FORKS
136
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 429 / 429 (DIVERSITY 1.00)
Why This Is A Finding
Kentucky-ai/opentakeoff собрал 429 звёзд за окно, тогда как у автора всего 20 подписчиков — эффективная аудитория ≈ 163. Это даёт surprise-индекс 0.30 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 30.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 59% 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 59%
VELOCITY61.293.14+58.14ABOVE 97%
RETENTION16.2%16.7%-0.5 PPABOVE 48%
FORKS136277-141ABOVE 37%
SURPRISE0.300.00+0.30ABOVE 100%