FINDING #17 · 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)
7% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
2.58
ACCEL
-0.07
RETENTION
5.4%
PEAK 2026-05-09 · FORK-RETENTION 61.1% · 232 STARS / WINDOW
Author Audience
AUDIENCE
392
FOLLOWERS
67
OWNER ★
3,249
Engagement Signals
FORKS
299
ISSUE AUTH
41
PR AUTH
14
UNIQUE STARGAZERS 232 / 232 (DIVERSITY 1.00)
Why This Is A Finding
yvgude/lean-ctx собрал 232 звёзд за окно, тогда как у автора всего 67 подписчиков — эффективная аудитория ≈ 392. Это даёт surprise-индекс 0.00597 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 61.1% и 55 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 99% OF 1335 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1335 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 99%
VELOCITY2.582.82-0.24ABOVE 44%
RETENTION5.4%8.4%-3.0 PPABOVE 31%
FORKS2991,473-1,174ABOVE 15%
SURPRISE0.010.00+0.01ABOVE 94%