FINDING #3807 · UNIT ID 1215974868
cosmicstack-labs/mercury-agent
Soul-driven AI agent with permission-hardened tools, token budgets, and multi-channel access. Runs 24/7 from CLI or Telegram.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
Growth Telemetry
VELOCITY /D
32.77
ACCEL
-1.10
RETENTION
6.1%
PEAK 2026-04-25 · FORK-RETENTION 0.0% · 2,949 STARS / WINDOW
Author Audience
AUDIENCE
776
FOLLOWERS
57
OWNER ★
3,308
Engagement Signals
FORKS
314
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,949 / 2,949 (DIVERSITY 1.00)
Why This Is A Finding
cosmicstack-labs/mercury-agent собрал 2,949 звёзд за окно, тогда как у автора всего 57 подписчиков — эффективная аудитория ≈ 776. Это даёт surprise-индекс 0.0402 (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 40% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 40%
VELOCITY32.773.99+28.77ABOVE 94%
RETENTION6.1%17.1%-11.0 PPABOVE 17%
FORKS31490+225ABOVE 80%
SURPRISE0.040.01+0.03ABOVE 88%