FINDING #3874 · UNIT ID 1117388084
happier-dev/happier
Web, Desktop & Mobile client for Codex, Claude Code, OpenCode, Kimi, Augment Code, Qwen, fully end-to-end encrypted
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:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
7.45
ACCEL
+0.03
RETENTION
21.9%
PEAK 2026-07-01 · FORK-RETENTION 0.0% · 1,341 STARS / WINDOW
Author Audience
AUDIENCE
312
FOLLOWERS
21
OWNER ★
1,348
Engagement Signals
FORKS
108
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,341 / 1,341 (DIVERSITY 1.00)
Why This Is A Finding
happier-dev/happier собрал 1,341 звёзд за окно, тогда как у автора всего 21 подписчиков — эффективная аудитория ≈ 312. Это даёт surprise-индекс 0.0212 (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 35% 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 35%
VELOCITY7.453.29+4.16ABOVE 76%
RETENTION21.9%11.3%+10.6 PPABOVE 75%
FORKS10899+9ABOVE 52%
SURPRISE0.020.01+0.01ABOVE 78%