FINDING #407 · UNIT ID 1158479469
liaohch3/claude-tap
Intercept and inspect Coding Agent API traffic from Claude Code, Codex CLI, Gemini CLI, Cursor CLI, OpenCode, Kimi/Kimi Code, Pi, and Hermes in a local trace viewer.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
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
27.36
ACCEL
+0.19
RETENTION
20.2%
PEAK 2026-06-02 · FORK-RETENTION 0.0% · 2,462 STARS / WINDOW
Author Audience
AUDIENCE
279
FOLLOWERS
29
OWNER ★
2,498
Engagement Signals
FORKS
230
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,462 / 2,462 (DIVERSITY 1.00)
Why This Is A Finding
liaohch3/claude-tap собрал 2,462 звёзд за окно, тогда как у автора всего 29 подписчиков — эффективная аудитория ≈ 279. Это даёт surprise-индекс 0.0858 (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 46% OF 751 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 751 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 46%
VELOCITY27.366.61+20.74ABOVE 77%
RETENTION20.2%22.2%-2.1 PPABOVE 46%
FORKS23097+133ABOVE 67%
SURPRISE0.090.03+0.06ABOVE 98%