FINDING #4253 · UNIT ID 1096085345
NeoLabHQ/context-engineering-kit
Hand-crafted Claude Code Skills focused on improving agent results quality. Compatible with OpenCode, Cursor, Antigravity, Gemini CLI, and others. Includes CodeRabbit open-source alternative.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
1% 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
7.33
ACCEL
+2.50
RETENTION
0.0%
PEAK 2026-10-16 · FORK-RETENTION 0.0% · 22 STARS / WINDOW
Author Audience
AUDIENCE
411
FOLLOWERS
25
OWNER ★
1,803
Engagement Signals
FORKS
174
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 22 / 22 (DIVERSITY 1.00)
Why This Is A Finding
NeoLabHQ/context-engineering-kit собрал 22 звёзд за окно, тогда как у автора всего 25 подписчиков — эффективная аудитория ≈ 411. Это даёт surprise-индекс 0.0163 (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 17% OF 5130 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5130 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 17%
VELOCITY7.335.33+2.00ABOVE 60%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS174339-164ABOVE 38%
SURPRISE0.020.00+0.01ABOVE 70%