FINDING #5243 · UNIT ID 1159184254
hanlulong/econ-writing-skill
Agent Skill that transforms AI assistants into expert economics paper writers. Synthesizes 50+ guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Kremer. Compatible with Claude Code and OpenAI Codex.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
68% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
3.51
ACCEL
-0.00
RETENTION
33.2%
PEAK 2026-06-01 · FORK-RETENTION 0.0% · 316 STARS / WINDOW
Author Audience
AUDIENCE
301
FOLLOWERS
157
OWNER ★
1,438
Engagement Signals
FORKS
75
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 316 / 316 (DIVERSITY 1.00)
Why This Is A Finding
hanlulong/econ-writing-skill собрал 316 звёзд за окно, тогда как у автора всего 157 подписчиков — эффективная аудитория ≈ 301. Это даёт surprise-индекс 0.0103 (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 18% 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 18%
VELOCITY3.513.99-0.48ABOVE 45%
RETENTION33.2%17.1%+16.1 PPABOVE 82%
FORKS7590-14ABOVE 45%
SURPRISE0.010.01-0.00ABOVE 46%