research by brycewang-stanford
《管理世界》投稿（management-world） brycewang-stanford/management-world
Use when targeting 《管理世界》(Management World) 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 20 of 24 test cases with the skill, and 12 of 24 without it.
Without skill 50%
With skill 83%
Checks it passed that the model alone missed and 11 more in the full report
8 fixed12 passed either way4 still failing0 broke
Pass-rate lift +33 pp
Tokens +9%
Agent turns 0%
Response time -20% Model gemini-3.6-flashMeasured 9/1/2026 v1 20 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-management-world/SKILL.md https://app.decimal.ai/s/brycewang-stanford-management-world/SKILL.md Copy command Copy SKILL.md
Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add brycewang-stanford-management-world, 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-management-world/ and pins it in .decimal/skills.lock
$ decimalai skills add brycewang-stanford-management-worldCopy
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-management-world/SKILL.md https://app.decimal.ai/s/brycewang-stanford-management-world/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 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
Prompt 当判断稿件可能更贴近相近期刊时，除了《管理评论》和《管理科学》之外，路由说明中还列出了哪两本中文期刊？
What was checked, without and with the skill Checked Without skill With skill Names 《现代经济探讨》 as a close-profile comparison journal. Names 《当代经济科学》 as a close-profile comparison journal.
Show both answers
What's inside The instructions your model reads when the skill loads.
SKILL.md 77 lines single file
《管理世界》投稿（management-world）
期刊定位
中国管理与应用经济旗舰期刊，完整生命周期支持已在 Journal-of-Management-World-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《管理世界》或 Management World
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《管理世界》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
中国管理实践与制度情境
企业、产业、公共政策和宏观管理问题
可产生操作性政策建议的规范实证或案例研究
方法与证据
优先调用完整的 mw-* 生命周期 skill；本 skill 只做选刊与快速定位
实证文章强调中国制度情境、管理实践和政策可操作性
案例或混合方法稿件要说明案例选择、资料三角验证和理论抽象
结构与写作
引言要先把中国实践中的管理问题讲清，再进入方法和发现
政策建议应具体到主体、环节和可执行动作
理论贡献不能脱离中国制度场景
路由防误投
本刊快速定位属于“开放经济与国际问题”通道；只有当稿件的核心贡献满足“开放经济、国际贸易、GVC、汇率、FDI或国别比较必须是主贡献”时，才把 《管理世界》 作为首选。
相近 profile 先比较：management-review（《管理评论》） / management-science-cn（《管理科学》） / modern-economic-research（《现代经济探讨》） / modern-economic-science（《当代经济科学》）。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：若只是国内政策评估，优先回到综合经济或产业经济刊。 正式建议前仍需进入官方核验清单。
官方核验清单
Track record Benchmark 20 / 24
test cases passed, vs 12 / 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/management-world/SKILL.md
View on GitHub ↗ License MITImported 8/10/2026Version v1