FINDING #6450 · UNIT ID 1072945981
Priivacy-ai/spec-kitty
Spec-Driven Development for serious software developers. Spec Coding with with Claude, Cursor, Gemini, Codex. Kanban dashboard, git worktrees, auto-merge and more.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
73% 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
5.85
ACCEL
-0.05
RETENTION
14.1%
PEAK 2026-02-11 · FORK-RETENTION 0.0% · 1,053 STARS / WINDOW
Author Audience
AUDIENCE
339
FOLLOWERS
24
OWNER ★
1,457
Engagement Signals
FORKS
127
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,053 / 1,053 (DIVERSITY 1.00)
Why This Is A Finding
Priivacy-ai/spec-kitty собрал 1,053 звёзд за окно, тогда как у автора всего 24 подписчиков — эффективная аудитория ≈ 339. Это даёт surprise-индекс 0.0154 (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 8934 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8934 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY5.853.18+2.67ABOVE 72%
RETENTION14.1%9.9%+4.2 PPABOVE 63%
FORKS127107+20ABOVE 56%
SURPRISE0.020.01+0.01ABOVE 68%