FINDING #5749 · UNIT ID 1081638046
bastani-inc/atomic
The verifiable coding agent runtime. Define your coding agent's process in natural language with stages, checks, and approval gates instead of hoping it follows your instructions.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
28% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S11 · ONE ACCOUNT GENERATES MOST OF THE "COMMUNITY" ACTIVITY
Growth Telemetry
VELOCITY /D
17.71
ACCEL
+8.36
RETENTION
73.9%
PEAK 2026-08-05 · FORK-RETENTION 40.0% · 124 STARS / WINDOW
Author Audience
AUDIENCE
104
FOLLOWERS
7
OWNER ★
451
Engagement Signals
FORKS
68
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 124 / 124 (DIVERSITY 1.00)
Why This Is A Finding
bastani-inc/atomic собрал 124 звёзд за окно, тогда как у автора всего 7 подписчиков — эффективная аудитория ≈ 104. Это даёт surprise-индекс 0.12 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 40.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 41% OF 9733 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9733 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 41%
VELOCITY17.713.57+14.14ABOVE 87%
RETENTION73.9%37.5%+36.4 PPABOVE 93%
FORKS6898-30ABOVE 40%
SURPRISE0.120.01+0.11ABOVE 96%