FINDING #3910 · UNIT ID 1144007363
tjboudreaux/cc-thinking-skills
18 mental models and critical thinking frameworks for Claude Code - First Principles, Bayesian, Systems Thinking, OODA, Pre-Mortem, and more
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
95% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
7.30
ACCEL
+0.11
RETENTION
11.4%
PEAK 2026-05-31 · FORK-RETENTION 0.0% · 657 STARS / WINDOW
Author Audience
AUDIENCE
159
FOLLOWERS
84
OWNER ★
753
Engagement Signals
FORKS
112
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 657 / 657 (DIVERSITY 1.00)
Why This Is A Finding
tjboudreaux/cc-thinking-skills собрал 657 звёзд за окно, тогда как у автора всего 84 подписчиков — эффективная аудитория ≈ 159. Это даёт surprise-индекс 0.0366 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 39% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 39%
VELOCITY7.303.99+3.31ABOVE 70%
RETENTION11.4%17.1%-5.7 PPABOVE 34%
FORKS11290+23ABOVE 56%
SURPRISE0.040.01+0.02ABOVE 85%