FINDING #7284 · 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)
23% 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
13.83
ACCEL
-0.33
RETENTION
35.0%
PEAK 2026-08-04 · FORK-RETENTION 76.3% · 415 STARS / WINDOW
Author Audience
AUDIENCE
290
FOLLOWERS
107
OWNER ★
1,826
Engagement Signals
FORKS
163
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 415 / 415 (DIVERSITY 1.00)
Why This Is A Finding
aiwithremy/claude-skills-llm-council собрал 415 звёзд за окно, тогда как у автора всего 107 подписчиков — эффективная аудитория ≈ 290. Это даёт surprise-индекс 0.042 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 76.3% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 24% OF 9593 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9593 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 24%
VELOCITY13.833.63+10.20ABOVE 85%
RETENTION35.0%25.0%+10.0 PPABOVE 69%
FORKS163117+46ABOVE 58%
SURPRISE0.040.01+0.03ABOVE 89%