FINDING #4007 · UNIT ID 1168456418
forloopcodes/contextplus
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.
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
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
Growth Telemetry
VELOCITY /D
10.86
ACCEL
-0.14
RETENTION
1.2%
PEAK 2026-03-01 · FORK-RETENTION 0.0% · 1,955 STARS / WINDOW
Author Audience
AUDIENCE
505
FOLLOWERS
240
OWNER ★
2,647
Engagement Signals
FORKS
165
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,955 / 1,955 (DIVERSITY 1.00)
Why This Is A Finding
forloopcodes/contextplus собрал 1,955 звёзд за окно, тогда как у автора всего 240 подписчиков — эффективная аудитория ≈ 505. Это даёт surprise-индекс 0.0199 (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 33% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 33%
VELOCITY10.863.29+7.57ABOVE 84%
RETENTION1.2%11.3%-10.1 PPABOVE 2%
FORKS16599+66ABOVE 65%
SURPRISE0.020.01+0.01ABOVE 75%