Design System
affaan-m/ECC
Generate a design system from an existing codebase or audit one for visual consistency: extract tokens (colors, typography, spacing, shadows) into design-tokens.json and CSS custom properties with…
A skill your agent uses when designing or writing heterogeneity / conditionality analysis for a 《中国行政管理》(Chinese Public Administration, CPA) manuscript — variation across regions, administrative…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cpa-heterogeneity -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cpa-heterogeneity --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Chinese-Public-Administration-Skills/skills/cpa-heterogeneity .claude/skills/cpa-heterogeneity && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "cpa-heterogeneity" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Chinese-Public-Administration-Skills/skills/cpa-heterogeneity into .claude/skills/cpa-heterogeneity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpa-heterogeneity", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Chinese-Public-Administration-Skills/skills/cpa-heterogeneityType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cpa-heterogeneity -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cpa-heterogeneity --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Chinese-Public-Administration-Skills/skills/cpa-heterogeneity .agents/skills/cpa-heterogeneity && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cpa-heterogeneity" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Chinese-Public-Administration-Skills/skills/cpa-heterogeneity into .agents/skills/cpa-heterogeneity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpa-heterogeneity", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cpa-heterogeneity -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cpa-heterogeneity --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Chinese-Public-Administration-Skills/skills/cpa-heterogeneity .cursor/skills/cpa-heterogeneity && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "cpa-heterogeneity" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Chinese-Public-Administration-Skills/skills/cpa-heterogeneity into .cursor/skills/cpa-heterogeneity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpa-heterogeneity", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path Chinese-Public-Administration-Skills/skills/cpa-heterogeneity--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cpa-heterogeneity -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cpa-heterogeneity --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Chinese-Public-Administration-Skills/skills/cpa-heterogeneity .gemini/skills/cpa-heterogeneity && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "cpa-heterogeneity" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Chinese-Public-Administration-Skills/skills/cpa-heterogeneity into .gemini/skills/cpa-heterogeneity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpa-heterogeneity", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cpa-heterogeneityInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cpa-heterogeneity -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Chinese-Public-Administration-Skills/skills/cpa-heterogeneity .github/skills/cpa-heterogeneity && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "cpa-heterogeneity" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Chinese-Public-Administration-Skills/skills/cpa-heterogeneity into .github/skills/cpa-heterogeneity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpa-heterogeneity", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cpa-heterogeneity -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cpa-heterogeneity --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Chinese-Public-Administration-Skills/skills/cpa-heterogeneity .opencode/skills/cpa-heterogeneity && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "cpa-heterogeneity" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Chinese-Public-Administration-Skills/skills/cpa-heterogeneity into .opencode/skills/cpa-heterogeneity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpa-heterogeneity", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
cpa-heterogeneityA skill your agent uses when designing or writing heterogeneity / conditionality analysis for a 《中国行政管理》(Chinese Public Administration, CPA) manuscript — variation across regions, administrative…
Cpa Heterogeneity is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing or writing heterogeneity / conditionality analysis for a 《中国行政管理》(Chinese Public Administration, CPA) manuscript — variation across regions, administrative levels, and governance contexts. 当主结果只笼统适用、只切了一个维度、或审稿人要求差异化分析时使用。Enforces theory-guided cuts and significance-of-difference discipline for this Chinese-Public-Administration-Society journal.
Its SKILL.md is about 740 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Cpa Heterogeneity loads about 736 tokens when it runs. Until then it costs about 96 tokens; SKILL.md has 123 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 123 words, ~736 tokens.
.claude/skills/cpa-heterogeneity/SKILL.md (or your agent's skills folder).按《中国行政管理》读者期待度排序(公共管理语境):
至少切 2–3 个维度;定量每个维度至少 2 个子样本对比,定性按维度做系统的跨案例比较。
本文进一步检验[维度,如行政层级]的异质性。
理论上,[原因,挂机制]……因此预期效应在[组 1]更强。
实证上,本文将样本按[维度]分为[组 1]和[组 2],分别估计(结果见表 X 第 (1)(2) 列)。
结果显示,[组 1]的效应为 X,[组 2]为 Y,系数差异在[显著水平]上显著。
这一发现与本文的[机制]一致——[解释]。本文比较[案例 A / B / C]在[结果]上的差异。
通过对[条件 1、条件 2、条件 3]的系统比较,发现导向[成功 / 失败]的并非单一条件,而是[条件组合]。
这表明在[治理情境]下,[结果]具有[多重并发因果 / 殊途同归]特征。异质性 ≈ 机制的反向验证:
理想结构:机制(某条件激活该过程) 与 异质性(该条件强的样本效应强) 相互印证。
《中国行政管理》(中国行政管理学会主办,CSSCI 权威公共管理顶级期刊)审稿人对异质性的核心期待,是看它能否照见中国治理结构本身——压力型体制、央地分工、属地管理、层级治理逻辑。把异质性切在能体现治理结构的维度上,比切人口学变量更被本刊认可。
| 切分倾向 | 本刊更认可 | 易被判"凑数" |
|---|---|---|
| 治理结构 | 行政层级、属地加码强度、条块关系 | 仅按性别 / 年龄切个体特征 |
| 治理情境 | 数字政府发展水平、财政能力、市场化—法治化程度 | 仅东中西三分而无机制解释 |
| 政策窗口 | 运动式治理期 vs. 常态化、机构改革前后 | 随机切年份无理论指引 |
数字政府、应急管理、基层治理类稿件,本刊尤其期待看到"同一政策在不同治理能力地区效果不同"的条件性结论。维度命名是否被认可,以编辑部最新稿约与近期同栏目论文为准。
以一篇虚构的"网格化治理对社区矛盾化解的影响"评估稿件演示。下列数字为示意,仅说明切分与差异检验流程。
主结果(示意):网格化使社区矛盾化解率上升约 8 个百分点。
切分维度1(行政层级 / 属地加码):
强属地加码区 效应 +11pp ,弱属地加码区 +4pp ,
系数差异 Chow 检验在 5% 上显著 → 与"层层加码激活基层响应"机制一致。
切分维度2(数字政府水平):
高数字化社区 +12pp ,低数字化社区 +5pp ,差异显著
→ 印证"技术赋能放大网格响应"这一机制。
结论:两条异质性均回扣机制,而非孤立罗列。走查结论:维度紧扣治理结构与数字治理情境,每个维度都报告系数差异检验并回扣机制——满足本刊"理论指引 + 显著性纪律"双重要求。
cpa-mechanism,让"激活该机制的条件"与"该条件强的子样本效应强"对齐。【异质性维度】X 个(层级 / 情境 / 结构 / ……)
【差异检验 / 比较方式】系数差异检验 / 跨案例条件比较 / QCA
【与机制一致性】是 / 否
【最小子样本 / 案例数】X
【下一步】cpa-tables-figures© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in Chinese-Public-Administration-Skills/skills/cpa-heterogeneity of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Cpa Heterogeneity next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Cpa Heterogeneity this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~736 | Automated safety check: Pass | MIT | |
| Design Systemaffaan-m/ECC | 276k | — | ~698 | Automated safety check: Pass | MIT | |
| Design Guidepaperclipai/paperclip | 100k | 1 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Design Audit Against Rams' Principlesthedotmack/claude-mem | 99k | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | |
| Figma Design to Codewarpdotdev/warp | 65k | 4 repos | ~2.9k | Automated safety check: Pass | AGPL-3.0 | |
| Design Consultationgarrytan/gstack | 136k | — | ~16k | Automated safety check: Notes | MIT |
affaan-m/ECC
Generate a design system from an existing codebase or audit one for visual consistency: extract tokens (colors, typography, spacing, shadows) into design-tokens.json and CSS custom properties with…
paperclipai/paperclip
Paperclip UI design system guide for building consistent, reusable frontend components.
thedotmack/claude-mem
Audits a design against Dieter Rams' ten principles of good design, scores each with evidence, and hands off a make-plan prompt for a new, refined or redesigned outcome.
warpdotdev/warp
Turns a Figma frame or component into production code that matches the design, using the Figma MCP server and the project's own design system.
garrytan/gstack
Learns about your product, studies the landscape and writes a DESIGN.md with a full design system covering type, color, layout, spacing and motion.
XiaomiMiMo/MiMo-Code
Entry point to a bundle of product design workflows covering context, research, audits, ideation, URL or image to code, design QA and sharing a prototype.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
A skill your agent uses when designing or writing heterogeneity / conditionality analysis for a 《中国行政管理》(Chinese Public Administration, CPA) manuscript — variation across regions, administrative…. Cpa Heterogeneity is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing or writing heterogeneity / conditionality analysis for a 《中国行政管理》(Chinese Public Administration, CPA) manuscript — variation across regions, administrative levels, and governance contexts.
Cpa Heterogeneity fits situations like: writing heterogeneity / conditionality analysis for a 《中国行政管理》(Chinese Public Administration; CPA) manuscript — variation across regions; administrative levels; governance contexts.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cpa-heterogeneity -a claude-code`. Or copy the skill folder (Chinese-Public-Administration-Skills/skills/cpa-heterogeneity in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/cpa-heterogeneity in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cpa-heterogeneity -a codex`. Or copy the skill folder (Chinese-Public-Administration-Skills/skills/cpa-heterogeneity in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/cpa-heterogeneity in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cpa-heterogeneity -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cpa-heterogeneity, .gemini/skills/cpa-heterogeneity, .github/skills/cpa-heterogeneity and .opencode/skills/cpa-heterogeneity in your project.
SKILL.md names no scripts, command-line tools or credentials: Cpa Heterogeneity is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Cpa Heterogeneity is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 736 tokens (SKILL.md is roughly 2.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Cpa Heterogeneity: Design System (affaan-m/ECC, 276k stars), Design Guide (paperclipai/paperclip, 100k stars), Design Audit Against Rams' Principles (thedotmack/claude-mem, 99k stars) and Figma Design to Code (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.