FINDING #7870 · 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)
4% 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
9.43
ACCEL
-0.21
RETENTION
64.1%
PEAK 2026-08-27 · FORK-RETENTION 40.0% · 66 STARS / WINDOW
Author Audience
AUDIENCE
290
FOLLOWERS
107
OWNER ★
1,826
Engagement Signals
FORKS
163
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 66 / 66 (DIVERSITY 1.00)
Why This Is A Finding
aiwithremy/claude-skills-llm-council собрал 66 звёзд за окно, тогда как у автора всего 107 подписчиков — эффективная аудитория ≈ 290. Это даёт surprise-индекс 0.0286 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 40.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 19% OF 9755 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 19%
VELOCITY9.433.71+5.71ABOVE 77%
RETENTION64.1%37.5%+26.6 PPABOVE 87%
FORKS16390+73ABOVE 64%
SURPRISE0.030.01+0.02ABOVE 77%