FINDING #8481 · UNIT ID 1316195094
Ryder-Sun/Meldwork
Local-first AI agent workspace for multi-agent collaboration, agent orchestration, scoped permissions, evidence-aware runs, and human-in-the-loop decisions.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
79% 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
27.63
ACCEL
+2.61
RETENTION
65.5%
PEAK 2026-10-16 · FORK-RETENTION 0.0% · 829 STARS / WINDOW
Author Audience
AUDIENCE
140
FOLLOWERS
23
OWNER ★
1,172
Engagement Signals
FORKS
2
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 829 / 829 (DIVERSITY 1.00)
Why This Is A Finding
Ryder-Sun/Meldwork собрал 829 звёзд за окно, тогда как у автора всего 23 подписчиков — эффективная аудитория ≈ 140. Это даёт surprise-индекс 0.15 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 12% OF 9675 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9675 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 12%
VELOCITY27.633.80+23.83ABOVE 92%
RETENTION65.5%20.3%+45.2 PPABOVE 98%
FORKS2138-136ABOVE 2%
SURPRISE0.150.01+0.15ABOVE 99%