FINDING #798 · UNIT ID 1224734286
Ikalus1988/MisakaNet
📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
55% 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
4.90
ACCEL
-0.09
RETENTION
42.6%
PEAK 2026-06-15 · FORK-RETENTION 0.0% · 147 STARS / WINDOW
Author Audience
AUDIENCE
52
FOLLOWERS
25
OWNER ★
270
Engagement Signals
FORKS
80
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 147 / 147 (DIVERSITY 1.00)
Why This Is A Finding
Ikalus1988/MisakaNet собрал 147 звёзд за окно, тогда как у автора всего 25 подписчиков — эффективная аудитория ≈ 52. Это даёт surprise-индекс 0.0533 (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 21% OF 1013 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1013 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 21%
VELOCITY4.907.20-2.30ABOVE 38%
RETENTION42.6%30.8%+11.9 PPABOVE 70%
FORKS8056+24ABOVE 56%
SURPRISE0.050.03+0.02ABOVE 65%