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)
100% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
17.98
ACCEL
+0.20
RETENTION
11.8%
PEAK 2026-05-09 · FORK-RETENTION 0.0% · 3,237 STARS / WINDOW
Author Audience
AUDIENCE
393
FOLLOWERS
67
OWNER ★
3,259
Engagement Signals
FORKS
301
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,237 / 3,237 (DIVERSITY 1.00)
Why This Is A Finding
yvgude/lean-ctx собрал 3,237 звёзд за окно, тогда как у автора всего 67 подписчиков — эффективная аудитория ≈ 393. Это даёт surprise-индекс 0.0415 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 97% OF 571 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 571 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.070.00+0.06ABOVE 97%
VELOCITY17.986.39+11.59ABOVE 74%
RETENTION11.8%17.7%-5.9 PPABOVE 36%
FORKS301135+166ABOVE 69%
SURPRISE0.040.02+0.02ABOVE 93%