FINDING #5634 · UNIT ID 1182429846
cortexkit/aft
Give your agent a proper IDE and OS. The sensorimotor cortex for coding agents (OpenCode + Pi), part of CortexKit: symbol-aware edits, semantic search, code health, fast grep/glob, bash compression, background tasks, PTY.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
80% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
1.78
ACCEL
-0.01
RETENTION
12.2%
PEAK 2026-04-25 · FORK-RETENTION 0.0% · 160 STARS / WINDOW
Author Audience
AUDIENCE
376
FOLLOWERS
29
OWNER ★
1,590
Engagement Signals
FORKS
23
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 160 / 160 (DIVERSITY 1.00)
Why This Is A Finding
cortexkit/aft собрал 160 звёзд за окно, тогда как у автора всего 29 подписчиков — эффективная аудитория ≈ 376. Это даёт surprise-индекс 0.00427 (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 12% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 12%
VELOCITY1.783.99-2.22ABOVE 10%
RETENTION12.2%17.1%-5.0 PPABOVE 37%
FORKS2390-66ABOVE 14%
SURPRISE0.000.01-0.01ABOVE 29%