FINDING #541 · UNIT ID 1207006614
cookiy-ai/user-research-skill
Cookiy AI Skill for AI agents (Claude, Codex, Cursor, OpenClaw) — end-to-end user research: AI interviews, synthetic users, quant surveys, participant recruitment.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
98% 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
12.71
ACCEL
+0.31
RETENTION
16.5%
PEAK 2026-06-06 · FORK-RETENTION 0.0% · 1,144 STARS / WINDOW
Author Audience
AUDIENCE
304
FOLLOWERS
34
OWNER ★
1,178
Engagement Signals
FORKS
58
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,144 / 1,144 (DIVERSITY 1.00)
Why This Is A Finding
cookiy-ai/user-research-skill собрал 1,144 звёзд за окно, тогда как у автора всего 34 подписчиков — эффективная аудитория ≈ 304. Это даёт surprise-индекс 0.037 (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 28% 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 28%
VELOCITY12.716.61+6.10ABOVE 65%
RETENTION16.5%22.2%-5.7 PPABOVE 34%
FORKS5897-39ABOVE 38%
SURPRISE0.040.03+0.01ABOVE 65%