research by brycewang-stanford
《经济研究》投稿（economic-research） brycewang-stanford/economic-research
Use when targeting 《经济研究》(Economic Research Journal) or deciding whether a Chinese social-science/econ/management manuscript fits this journal. Applies the journal's fit, framing, method, house-style, official-submission-check, and desk-reject heuristics.
What it changes View full report → Passed 19 of 24 test cases with the skill, and 10 of 24 without it.
Without skill 42%
With skill 79%
Checks it passed that the model alone missed and 7 more in the full report
9 fixed10 passed either way5 still failing0 broke
Pass-rate lift +38 pp
Tokens +13%
Agent turns 0%
Response time -10% Model gemini-3.6-flashMeasured 9/1/2026 v1 19 of 24 cases passed with skill
Use this skill Claude Code DecimalAI agent CLI & files
Save it into your project's skills folder. Claude Code picks it up in its next session.
curl -fsSL --create-dirs -o .claude/skills/brycewang-stanford-economic-research/SKILL.md https://app.decimal.ai/s/brycewang-stanford-economic-research/SKILL.md Copy command Copy SKILL.md
Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add brycewang-stanford-economic-research, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"
Linked stays up to date: your agents get the author's new versions automatically.
Editable copy is yours to change; the author's updates won't reach it.
Install linked skill Create editable copy
1 · One-time — install the CLI (
docs ↗ )
$ pip install "decimalai>=0.15"Copy
2 · Get the skill — writes .agents/skills/brycewang-stanford-economic-research/ and pins it in .decimal/skills.lock
$ decimalai skills add brycewang-stanford-economic-researchCopy
Copy link Copy README badge Copy SKILL.md No CLI? Get the same file — curl · raw file $ curl -fsSL --create-dirs -o .claude/skills/brycewang-stanford-economic-research/SKILL.md https://app.decimal.ai/s/brycewang-stanford-economic-research/SKILL.mdCopy
Safety checks: 3 of 3 passed
Code scan Clean Intent Passed Content Clean
Overview Benchmark Contents Activity Versions 1 Ratings 0
See it in action One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
Prompt 我写了一篇讨论中西部劳动人口逆向流动对县域消费影响的研究，虽然有理论假说和实证，但样本仅覆盖单一省份的县级数据，无法代表全国整体。请评估《经济研究》匹配度并推荐更合适的相近期刊。
What was checked, without and with the skill Checked Without skill With skill Suggests Economic Review (《经济评论》) as an alternative journal candidate.
Show both answers
What's inside The instructions your model reads when the skill loads.
SKILL.md 77 lines single file
《经济研究》投稿（economic-research）
期刊定位
中国经济学综合旗舰期刊，完整生命周期支持已在 Economic-Research-Journal-Skills 中实现。这里提供目标 pack 内的快速触发和改投判断。
这个 skill 是定位 / 选刊 / 改写框架 工具，不替代该刊最新官方投稿须知。正式投稿前必须重新核对官网、采编系统或编辑部发布的最新模板。
触发时机
用户明确说目标期刊是《经济研究》或 Economic Research Journal
稿件主题接近本刊，但不确定问题意识、方法强度和读者对象是否匹配
需要把一篇通用中文经管稿改写成《经济研究》更容易接受的叙事
投稿前需要列出本刊高频拒稿风险和改投方向
选题偏好
理论贡献明确的中国经济问题
能与本刊近年文章对话的准实验或理论实证
宏观、产业、财政金融、制度经济等具有一般化含义的议题
方法与证据
优先调用完整的 er-* 生命周期 skill；本 skill 只做选刊与快速定位
识别策略、机制、异质性、表格和投稿前检查按《经济研究》完整 pack 的专用 skill 分工处理
若只是判断是否适合本刊，先看理论贡献、中国问题和边际贡献是否成立
结构与写作
把理论贡献放在引言和文献综述前部，不把政策含义写成部门建议
贡献要拆成理论、识别、机制、政策含义几条互不重叠的句子
摘要和正文需体现经济学问题而非单纯政策评估
路由防误投
本刊快速定位属于“综合经济”通道；只有当稿件的核心贡献满足“经济学问题意识、机制解释和可外推的理论/政策贡献必须成立”时，才把 《经济研究》 作为首选。
相近 profile 先比较：economic-perspectives（《经济学动态》） / economic-problems（《经济问题》） / economic-review-cn（《经济评论》） / economic-science（《经济科学》）。若这些刊物的读者对象更贴近，不要因为名称、地区或变量相似而强行投本刊。
常见误投：若只是行业背景或地方案例，比较更窄的产业、财政、金融或区域刊。 正式建议前仍需进入官方核验清单。
官方核验清单
Track record Benchmark 19 / 24
test cases passed, vs 10 / 24 without
Adoption
Users 0
Times used 0 View activity → Safety and source details
SkillSafety ✓ 3 of 3 passed ✓ Code scan 15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026
View 15 scanner checks live_secret remote_code_execution reverse_shell data_exfiltration ssrf_metadata agent_snooping anti_refusal destructive_commands obfuscated_unicode unicode_homoglyph opaque_blob suspicious_url tool_overreach trigger_abuse prompt_injection_phrasing
✓ Intent Safe
LLM judge · does the skill do what it claims
✓ Content Clean
LLM judge · policy & harmful-content review
Source Imported brycewang-stanford / awesome-journal-skills
Chinese-SocialScience-Journal-Skills/skills/economic-research/SKILL.md
View on GitHub ↗ License MITImported 8/10/2026Version v1