FINDING #4902 · UNIT ID 1128579105
smithersai/smithers
Agent workflows with full observability and time travel: watch every step live, rewind, fork, replay any run. Claude Code, Codex, Gemini, any model or harness.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
97% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
1.78
ACCEL
+0.01
RETENTION
13.2%
PEAK 2026-05-03 · FORK-RETENTION 0.0% · 320 STARS / WINDOW
Author Audience
AUDIENCE
217
FOLLOWERS
18
OWNER ★
906
Engagement Signals
FORKS
38
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 320 / 320 (DIVERSITY 1.00)
Why This Is A Finding
smithersai/smithers собрал 320 звёзд за окно, тогда как у автора всего 18 подписчиков — эффективная аудитория ≈ 217. Это даёт surprise-индекс 0.00691 (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 18% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY1.783.29-1.52ABOVE 13%
RETENTION13.2%11.3%+1.8 PPABOVE 56%
FORKS3899-61ABOVE 20%
SURPRISE0.010.01-0.00ABOVE 40%