FINDING #8080 · 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)
14% 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
12.10
ACCEL
-0.36
RETENTION
32.3%
PEAK 2026-10-05 · FORK-RETENTION 29.2% · 363 STARS / WINDOW
Author Audience
AUDIENCE
432
FOLLOWERS
156
OWNER ★
2,763
Engagement Signals
FORKS
217
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 363 / 363 (DIVERSITY 1.00)
Why This Is A Finding
aiwithremy/claude-skills-llm-council собрал 363 звёзд за окно, тогда как у автора всего 156 подписчиков — эффективная аудитория ≈ 432. Это даёт surprise-индекс 0.0256 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 29.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 16% OF 9675 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9675 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 16%
VELOCITY12.103.80+8.30ABOVE 81%
RETENTION32.3%20.3%+12.1 PPABOVE 75%
FORKS217138+79ABOVE 60%
SURPRISE0.030.01+0.02ABOVE 78%