FINDING #7815 · UNIT ID 1221232109
aiwithremy/claude-skills-llm-council
LLM Council — a Claude Code skill that runs your decisions through 5 AI advisors with peer review
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
16% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
13.33
ACCEL
-0.44
RETENTION
33.8%
PEAK 2026-09-17 · FORK-RETENTION 85.7% · 400 STARS / WINDOW
Author Audience
AUDIENCE
426
FOLLOWERS
152
OWNER ★
2,741
Engagement Signals
FORKS
216
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 400 / 400 (DIVERSITY 1.00)
Why This Is A Finding
aiwithremy/claude-skills-llm-council собрал 400 звёзд за окно, тогда как у автора всего 152 подписчиков — эффективная аудитория ≈ 426. Это даёт surprise-индекс 0.0286 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 85.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 19% OF 9665 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9665 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 19%
VELOCITY13.333.87+9.47ABOVE 83%
RETENTION33.8%18.8%+15.1 PPABOVE 83%
FORKS216120+96ABOVE 64%
SURPRISE0.030.01+0.02ABOVE 78%