FINDING #5329 · UNIT ID 1202496880
andrew-shwetzer/career-ops-plugin
Claude Cowork plugin for job seekers. 9 AI skills: evaluate job postings, generate ATS-optimized resumes, scan company career portals, track applications, draft outreach. Works in any industry.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
12% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · S10
Growth Telemetry
VELOCITY /D
1.87
ACCEL
+0.03
RETENTION
25.0%
PEAK 2026-07-03 · FORK-RETENTION 0.0% · 56 STARS / WINDOW
Author Audience
AUDIENCE
68
FOLLOWERS
20
OWNER ★
480
Engagement Signals
FORKS
103
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 56 / 56 (DIVERSITY 1.00)
Why This Is A Finding
andrew-shwetzer/career-ops-plugin собрал 56 звёзд за окно, тогда как у автора всего 20 подписчиков — эффективная аудитория ≈ 68. Это даёт surprise-индекс 0.0173 (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 15% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 15%
VELOCITY1.874.23-2.37ABOVE 13%
RETENTION25.0%29.4%-4.4 PPABOVE 41%
FORKS10392+11ABOVE 53%
SURPRISE0.020.01+0.01ABOVE 61%