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v1.0.0 — 2902 skills · 195 packs · executed empirical showcase

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@brycewang-stanford brycewang-stanford released this 02 Jul 10:55
v1.0.0
67b68ca

Awesome Journal Skills v1.0.0

首个正式版本 · First stable release

这是什么 / What this is

按「期刊」定制的一站式 AI 投稿工作流仓库：2902 个 Agent Skill、195 个 Pack，
覆盖 519 本顶级期刊与 155 个 CS/AI 顶会（中英双语），并且是目前唯一一个
能真正把实证分析跑出来的期刊 skill 仓库——不是给建议，而是给真实工具运行的数字。

A one-stop, per-journal AI submission-workflow repository: 2,902 agent skills
across 195 packs, covering 519 top journals and 155 CS/AI venues (bilingual
ZH/EN) — and the only journal-skills repo whose empirical claims are backed by
actually executed analyses, not pseudo-code.

v1.0 亮点 / Highlights

🧪 Executed Empirical Showcase（真实运行证据层）

Five end-to-end cases, every number a verbatim StatsPAI MCP tool output on
public benchmark data (showcase/):

Design Case Headline
Synthetic control (SCM/ASCM/SDID) California Prop 99 ATT −18.19, placebo p=0.026, three estimators agree
Staggered DiD (Callaway–Sant'Anna) Castle-doctrine laws ATT +0.110, honest-DiD robust to M≤0.019
IV (2SLS + AR/CLR/tF weak-IV panel) Card (1995) college proximity 0.132 vs OLS 0.074, effective F 17.5
Sharp RD (rdrobust + density test) Close elections (LMB 2004) 43.85 ADA points, manipulation test p=0.72
DML (PLR) Returns to schooling 0.074 — an honest methods-boundary demo

📦 质量体系 / Quality system

  • Scorecard floor 92.0 / mean 93.8 across all 195 first-party packs; zero packs below 90.
  • Execution bridge (StatsPAI / Stata MCP) wired into 134/134 empirical depth packs.
  • Hard CI gates: inventory tripwires, local-link audit, prose clone audit (0 pairs ≥0.75),
    showcase evidence markers; weekly scheduled freshness run + external-link advisory.

🔎 可发现性 / Discoverability

  • Machine-readable venue index
    (185 venues: discipline, tier, lane, region, source-map path).
  • Full ZH/EN front-page parity (38 sections 1:1), 406 verified cover images.

安装 / Install

/plugin marketplace add https://github.com/brycewang-stanford/awesome-journal-skills

Then install any pack, e.g. /plugin install economic-research-journal-skills.

致谢 / Credits

Maintained by CoPaper.AI × Stanford REAP.
Powered by StatsPAI.

🤖 Release notes generated with Claude Code

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