FINDING #396 · 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)
3% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
15.00
ACCEL
-4.39
RETENTION
36.4%
PEAK 2026-07-09 · FORK-RETENTION 0.0% · 105 STARS / WINDOW
Author Audience
AUDIENCE
393
FOLLOWERS
67
OWNER ★
3,259
Engagement Signals
FORKS
301
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 105 / 105 (DIVERSITY 1.00)
Why This Is A Finding
yvgude/lean-ctx собрал 105 звёзд за окно, тогда как у автора всего 67 подписчиков — эффективная аудитория ≈ 393. Это даёт surprise-индекс 0.0347 (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 65% OF 1120 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1120 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.01+0.01ABOVE 65%
VELOCITY15.0013.86+1.14ABOVE 52%
RETENTION36.4%36.8%-0.4 PPABOVE 49%
FORKS30150+251ABOVE 76%
SURPRISE0.030.04-0.01ABOVE 45%