FINDING #2969 · 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)
4% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.29
ACCEL
-0.32
RETENTION
60.0%
PEAK 2026-07-09 · FORK-RETENTION 0.0% · 23 STARS / WINDOW
Author Audience
AUDIENCE
316
FOLLOWERS
106
OWNER ★
2,099
Engagement Signals
FORKS
121
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 23 / 23 (DIVERSITY 1.00)
Why This Is A Finding
Hao0321/claude-skill-social-post собрал 23 звёзд за окно, тогда как у автора всего 106 подписчиков — эффективная аудитория ≈ 316. Это даёт surprise-индекс 0.00923 (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 57% 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 57%
VELOCITY3.294.14-0.86ABOVE 42%
RETENTION60.0%40.6%+19.4 PPABOVE 75%
FORKS12189+32ABOVE 58%
SURPRISE0.010.01-0.00ABOVE 46%