FINDING #7871 · 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)
3% 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
8.71
ACCEL
+0.68
RETENTION
65.4%
PEAK 2026-08-27 · FORK-RETENTION 33.3% · 61 STARS / WINDOW
Author Audience
AUDIENCE
289
FOLLOWERS
107
OWNER ★
1,821
Engagement Signals
FORKS
163
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 61 / 61 (DIVERSITY 1.00)
Why This Is A Finding
aiwithremy/claude-skills-llm-council собрал 61 звёзд за окно, тогда как у автора всего 107 подписчиков — эффективная аудитория ≈ 289. Это даёт surprise-индекс 0.0265 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 33.3% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 19% OF 9771 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9771 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 19%
VELOCITY8.713.71+5.00ABOVE 76%
RETENTION65.4%39.3%+26.0 PPABOVE 85%
FORKS16391+72ABOVE 64%
SURPRISE0.030.01+0.02ABOVE 76%