FINDING #4056 · UNIT ID 1192646696
cortexkit/magic-context
Unbounded context. Memory that manages itself. One session, for life. The hippocampus for coding agents, part of CortexKit.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
87% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
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
13.20
ACCEL
-0.02
RETENTION
25.1%
PEAK 2026-04-22 · FORK-RETENTION 0.0% · 1,188 STARS / WINDOW
Author Audience
AUDIENCE
376
FOLLOWERS
29
OWNER ★
1,590
Engagement Signals
FORKS
73
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,188 / 1,188 (DIVERSITY 1.00)
Why This Is A Finding
cortexkit/magic-context собрал 1,188 звёзд за окно, тогда как у автора всего 29 подписчиков — эффективная аудитория ≈ 376. Это даёт surprise-индекс 0.0317 (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 36% 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 36%
VELOCITY13.203.99+9.21ABOVE 83%
RETENTION25.1%17.1%+8.0 PPABOVE 68%
FORKS7390-16ABOVE 44%
SURPRISE0.030.01+0.02ABOVE 81%