FINDING #8585 · 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)
4% 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
2.37
ACCEL
+0.06
RETENTION
13.6%
PEAK 2026-10-16 · FORK-RETENTION 60.7% · 71 STARS / WINDOW
Author Audience
AUDIENCE
411
FOLLOWERS
25
OWNER ★
1,804
Engagement Signals
FORKS
188
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 71 / 71 (DIVERSITY 1.00)
Why This Is A Finding
NeoLabHQ/context-engineering-kit собрал 71 звёзд за окно, тогда как у автора всего 25 подписчиков — эффективная аудитория ≈ 411. Это даёт surprise-индекс 0.00525 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 60.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 11% OF 9676 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 11%
VELOCITY2.373.80-1.43ABOVE 27%
RETENTION13.6%20.0%-6.4 PPABOVE 35%
FORKS188142+46ABOVE 56%
SURPRISE0.010.01-0.00ABOVE 43%