FINDING #4592 · UNIT ID 1170279318
gooseworks-ai/goose-skills
Library of Growth & GTM skills + data APIs for Claude Code, Codex, Cursor to run ads, social, content, lead gen, seo and data scraping
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
57% 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
6.48
ACCEL
+0.01
RETENTION
7.1%
PEAK 2026-04-27 · FORK-RETENTION 0.0% · 583 STARS / WINDOW
Author Audience
AUDIENCE
259
FOLLOWERS
21
OWNER ★
1,083
Engagement Signals
FORKS
189
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 583 / 583 (DIVERSITY 1.00)
Why This Is A Finding
gooseworks-ai/goose-skills собрал 583 звёзд за окно, тогда как у автора всего 21 подписчиков — эффективная аудитория ≈ 259. Это даёт surprise-индекс 0.0217 (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 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY6.483.99+2.48ABOVE 67%
RETENTION7.1%17.1%-10.0 PPABOVE 20%
FORKS18990+100ABOVE 69%
SURPRISE0.020.01+0.01ABOVE 67%