FINDING #4050 · UNIT ID 1039579222
wesammustafa/Claude-Code-Everything-You-Need-to-Know
A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skills, hooks, subagents, agent teams, and MCP servers. Beginner path to power-user depth. Featured in Awesome Claude Code.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
70% 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
Growth Telemetry
VELOCITY /D
9.06
ACCEL
-0.01
RETENTION
13.7%
PEAK 2026-05-17 · FORK-RETENTION 0.0% · 1,631 STARS / WINDOW
Author Audience
AUDIENCE
445
FOLLOWERS
176
OWNER ★
2,685
Engagement Signals
FORKS
264
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,631 / 1,631 (DIVERSITY 1.00)
Why This Is A Finding
wesammustafa/Claude-Code-Everything-You-Need-to-Know собрал 1,631 звёзд за окно, тогда как у автора всего 176 подписчиков — эффективная аудитория ≈ 445. Это даёт surprise-индекс 0.0187 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 32% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 32%
VELOCITY9.063.29+5.77ABOVE 80%
RETENTION13.7%11.3%+2.4 PPABOVE 57%
FORKS26499+165ABOVE 76%
SURPRISE0.020.01+0.01ABOVE 72%