FINDING #8706 · 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)
5% 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
2.70
ACCEL
+0.02
RETENTION
21.9%
PEAK 2026-09-17 · FORK-RETENTION 91.7% · 81 STARS / WINDOW
Author Audience
AUDIENCE
411
FOLLOWERS
25
OWNER ★
1,803
Engagement Signals
FORKS
174
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 81 / 81 (DIVERSITY 1.00)
Why This Is A Finding
NeoLabHQ/context-engineering-kit собрал 81 звёзд за окно, тогда как у автора всего 25 подписчиков — эффективная аудитория ≈ 411. Это даёт surprise-индекс 0.00599 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 91.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 10% OF 9665 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9665 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 10%
VELOCITY2.703.87-1.17ABOVE 34%
RETENTION21.9%18.8%+3.2 PPABOVE 57%
FORKS174120+54ABOVE 59%
SURPRISE0.010.01-0.00ABOVE 42%