FINDING #497 · UNIT ID 1109762984
flytohub/flyto-core
The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% 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
2.44
ACCEL
+0.00
RETENTION
13.1%
PEAK 2026-02-15 · FORK-RETENTION 0.0% · 440 STARS / WINDOW
Author Audience
AUDIENCE
173
FOLLOWERS
41
OWNER ★
454
Engagement Signals
FORKS
75
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 440 / 440 (DIVERSITY 1.00)
Why This Is A Finding
flytohub/flyto-core собрал 440 звёзд за окно, тогда как у автора всего 41 подписчиков — эффективная аудитория ≈ 173. Это даёт surprise-индекс 0.0115 (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 13% OF 571 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 571 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 13%
VELOCITY2.446.39-3.95ABOVE 19%
RETENTION13.1%17.7%-4.6 PPABOVE 40%
FORKS75135-60ABOVE 34%
SURPRISE0.010.02-0.01ABOVE 29%