FINDING #5880 · 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)
3% 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
2.14
ACCEL
-0.07
RETENTION
29.2%
PEAK 2026-07-11 · FORK-RETENTION 0.0% · 15 STARS / WINDOW
Author Audience
AUDIENCE
68
FOLLOWERS
20
OWNER ★
480
Engagement Signals
FORKS
103
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 15 / 15 (DIVERSITY 1.00)
Why This Is A Finding
andrew-shwetzer/career-ops-plugin собрал 15 звёзд за окно, тогда как у автора всего 20 подписчиков — эффективная аудитория ≈ 68. Это даёт surprise-индекс 0.0198 (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 15% OF 6892 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 15%
VELOCITY2.144.14-2.00ABOVE 23%
RETENTION29.2%40.6%-11.5 PPABOVE 33%
FORKS10389+14ABOVE 53%
SURPRISE0.020.01+0.01ABOVE 67%