FINDING #623 · UNIT ID 1189918673
yvgude/lean-ctx
Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.
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
Growth Telemetry
VELOCITY /D
6.00
ACCEL
-3.00
RETENTION
0.0%
PEAK 2026-07-13 · FORK-RETENTION 0.0% · 18 STARS / WINDOW
Author Audience
AUDIENCE
393
FOLLOWERS
67
OWNER ★
3,259
Engagement Signals
FORKS
301
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 18 / 18 (DIVERSITY 1.00)
Why This Is A Finding
yvgude/lean-ctx собрал 18 звёзд за окно, тогда как у автора всего 67 подписчиков — эффективная аудитория ≈ 393. Это даёт surprise-индекс 0.0139 (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 42% OF 1069 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1069 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.01-0.00ABOVE 42%
VELOCITY6.0015.33-9.33ABOVE 19%
RETENTION0.0%33.3%-33.3 PPABOVE 0%
FORKS30145+256ABOVE 77%
SURPRISE0.010.05-0.04ABOVE 27%