FINDING #4545 · UNIT ID 1257914186
CodeBendKit/codeseek
Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
78% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
17.63
ACCEL
-0.30
RETENTION
64.3%
PEAK 2026-06-24 · FORK-RETENTION 0.0% · 529 STARS / WINDOW
Author Audience
AUDIENCE
197
FOLLOWERS
32
OWNER ★
667
Engagement Signals
FORKS
43
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 529 / 529 (DIVERSITY 1.00)
Why This Is A Finding
CodeBendKit/codeseek собрал 529 звёзд за окно, тогда как у автора всего 32 подписчиков — эффективная аудитория ≈ 197. Это даёт surprise-индекс 0.0743 (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 28% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY17.634.23+13.40ABOVE 85%
RETENTION64.3%29.4%+34.9 PPABOVE 96%
FORKS4392-49ABOVE 30%
SURPRISE0.070.01+0.06ABOVE 93%