FINDING #2536 · UNIT ID 1321920026
openTrinity/mycontext
MyContext is a local-first desktop app for everyday communication and knowledge work
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
63% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
116.33
ACCEL
-43.00
RETENTION
25.1%
PEAK 2026-08-09 · FORK-RETENTION 40.5% · 349 STARS / WINDOW
Author Audience
AUDIENCE
115
FOLLOWERS
2
OWNER ★
553
Engagement Signals
FORKS
53
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 349 / 349 (DIVERSITY 1.00)
Why This Is A Finding
openTrinity/mycontext собрал 349 звёзд за окно, тогда как у автора всего 2 подписчиков — эффективная аудитория ≈ 115. Это даёт surprise-индекс 0.75 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 40.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 71% OF 8676 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 71%
VELOCITY116.335.67+110.67ABOVE 98%
RETENTION25.1%33.3%-8.2 PPABOVE 47%
FORKS53339-286ABOVE 20%
SURPRISE0.750.00+0.75ABOVE 100%