FINDING #1842 · UNIT ID 1217028120
Hao0321/claude-skill-social-post
A Claude Code skill by Hao (駱君昊) that learns your Facebook voice and auto-posts to FB / IG / Threads / X with a 14-day content calendar. Mega-viral validated: 72K reach / 358 likes / 443 comments / +700 community members on first post. Includes Day 2 flop postmortem.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
31% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
5.63
ACCEL
-0.09
RETENTION
21.3%
PEAK 2026-06-26 · FORK-RETENTION 0.0% · 169 STARS / WINDOW
Author Audience
AUDIENCE
316
FOLLOWERS
106
OWNER ★
2,099
Engagement Signals
FORKS
121
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 169 / 169 (DIVERSITY 1.00)
Why This Is A Finding
Hao0321/claude-skill-social-post собрал 169 звёзд за окно, тогда как у автора всего 106 подписчиков — эффективная аудитория ≈ 316. Это даёт surprise-индекс 0.0158 (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 71% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.00ABOVE 71%
VELOCITY5.634.23+1.40ABOVE 60%
RETENTION21.3%29.4%-8.1 PPABOVE 33%
FORKS12192+29ABOVE 57%
SURPRISE0.020.01+0.00ABOVE 58%