Agent skill

Cfe Heterogeneity

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when designing or writing heterogeneity analysis for a Journal-of-Finance-and-Economics manuscript.

No licenceAuto-check passed

Install Cfe Heterogeneity

skills CLI
$ npx skills add franklee16/academic-research-skills --skill cfe-heterogeneity -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install franklee16/academic-research-skills cfe-heterogeneity --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-heterogeneity .claude/skills/cfe-heterogeneity && rm -rf skills-src

Use ~/.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/

Facts

Skill name
cfe-heterogeneity
GitHub stars
223
Used in
1 other repo
Token cost
~353 tokens
SKILL.md length
92 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when designing or writing heterogeneity analysis for a Journal-of-Finance-and-Economics manuscript.

  • Works in 5 steps: 制度环境 / 市场化程度 —— 王小鲁《中国分省份市场化指数》、各地法治 /… → 企业产权 / 公司治理 —— 国企 / 民企 / 外资、股权集中度、董事会独立性 → 要素与约束特征 —— 融资约束强弱、要素密集度、规模、上市与否 → …
  • Writing heterogeneity analysis for a Journal-of-Finance-and-Economics manuscript
  • SKILL.md covers 触发时机, 切分维度优先级, 维度选择三原则 and 异质性写作模板, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Cfe Heterogeneity is an agent skill from franklee16/academic-research-skills. Use when designing or writing heterogeneity analysis for a Journal-of-Finance-and-Economics manuscript. Enforces five-dimension priority and theoretical-justification discipline.

Its SKILL.md is about 350 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: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • Writing heterogeneity analysis for a Journal-of-Finance-and-Economics manuscript

Example prompts

  • “/cfe-heterogeneity”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. 制度环境 / 市场化程度 —— 王小鲁《中国分省份市场化指数》、各地法治 / 营商环境指数
  2. 企业产权 / 公司治理 —— 国企 / 民企 / 外资、股权集中度、董事会独立性
  3. 要素与约束特征 —— 融资约束强弱、要素密集度、规模、上市与否
  4. 行业 / 区域属性 —— 高新 vs 传统、管制 vs 竞争、上下游、城市层级
  5. 时间窗 / 政策强度 —— 政策初期 vs 后期、试点 vs 推广、剂量高低

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    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.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Cfe Heterogeneity loads about 353 tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 92 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~49
When it runs · the whole SKILL.md, loaded when a task matches
~353

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.

Safety

Auto-check passed

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.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 92 words (~353 tokens).

name
cfe-heterogeneity

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-heterogeneity of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Cfe 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.

Cfe Heterogeneity compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Cfe Heterogeneity this skillfranklee16/academic-research-skills2231 repos~353Automated safety check: PassNone
Design Systemaffaan-m/ECC276k—~698Automated safety check: PassMIT
Design Guidepaperclipai/paperclip100k1 repos~3.1kAutomated safety check: PassMIT
Design Audit Against Rams' Principlesthedotmack/claude-mem99k—~4.6kAutomated safety check: PassApache-2.0
Figma Design to Codewarpdotdev/warp65k4 repos~2.9kAutomated safety check: PassAGPL-3.0
Design Consultationgarrytan/gstack136k—~16kAutomated safety check: NotesMIT

Similar skills

  • 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…

    276k GitHub stars~698 tokensUpdated yesterday
    Frontend & DesignAuto-check passed
  • Design Guide

    paperclipai/paperclip

    Paperclip UI design system guide for building consistent, reusable frontend components.

    100k GitHub starsUsed in 1 repo~3.1k tokens
    Frontend & DesignAuto-check passed
  • 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.

    99k GitHub stars~4.6k tokensUpdated yesterday
    Frontend & DesignAuto-check passed
  • Figma Design to Code

    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.

    65k GitHub starsUsed in 4 repos~2.9k tokens
    Frontend & DesignAuto-check passed
  • Design Consultation

    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.

    136k GitHub stars~16k tokensUpdated today
    Frontend & DesignAuto-check: notes
  • Product Design Workflow Bundle

    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.

    14k GitHub stars~721 tokensUpdated 2 days ago
    Frontend & DesignAuto-check passed

More from franklee16/academic-research-skills

All 1,617 skills in this repo
  • Econometric Research Writing

    franklee16/academic-research-skills

    End-to-end econometric analysis and economics/management paper-writing workflow.

    223 GitHub stars~2.4k tokensUpdated 22 days ago
    Auto-check passed
  • Paper Revision

    franklee16/academic-research-skills

    Comprehensive workflow for handling journal Revise and Resubmit (R&R) decisions.

    223 GitHub stars~3.4k tokensUpdated 22 days ago
    Auto-check passed
  • Sci Ssci Polishing

    franklee16/academic-research-skills

    A skill your agent uses when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or…

    223 GitHub starsUsed in 1 repo~1.5k tokens
    Auto-check passed
  • Research Defense Radar

    franklee16/academic-research-skills

    Assess and monitor an ongoing research project's competitor landscape, novelty risk, and method/data opportunities from a proposal, paper, research question, data or method notes, or a suspected…

    223 GitHub stars~4k tokensUpdated 22 days ago
    Auto-check passed
  • Academic Grant

    franklee16/academic-research-skills

    Generate or fill in academic grant application forms (project statement, education plan, pathway to impact, references) using draft research material.

    223 GitHub stars~2.8k tokensUpdated 22 days ago
    Auto-check: notes
  • Chinese Reference Formatter Skill

    franklee16/academic-research-skills

    A skill your agent uses when a user needs通用中文参考文献、GB/T 7714-style bibliography entries, Chinese academic reference formatting, or BibTeX completion from Chinese or English literature titles…

    223 GitHub stars~1.1k tokensUpdated 22 days ago
    Auto-check passed

Questions about Cfe Heterogeneity

What does Cfe Heterogeneity do?

A skill your agent uses when designing or writing heterogeneity analysis for a Journal-of-Finance-and-Economics manuscript. Cfe Heterogeneity is an agent skill from franklee16/academic-research-skills. Use when designing or writing heterogeneity analysis for a Journal-of-Finance-and-Economics manuscript.

When should I use Cfe Heterogeneity?

Cfe Heterogeneity fits situations like: writing heterogeneity analysis for a Journal-of-Finance-and-Economics manuscript.

How do I install Cfe Heterogeneity in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill cfe-heterogeneity -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-heterogeneity in franklee16/academic-research-skills) into .claude/skills/cfe-heterogeneity in your project. Claude Code loads it when a task matches its description.

How do I install Cfe Heterogeneity in Codex?

Run `npx skills add franklee16/academic-research-skills --skill cfe-heterogeneity -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-heterogeneity in franklee16/academic-research-skills) into .agents/skills/cfe-heterogeneity in your project. Codex loads it when a task matches its description.

Can I use Cfe Heterogeneity in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add franklee16/academic-research-skills --skill cfe-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/cfe-heterogeneity, .gemini/skills/cfe-heterogeneity, .github/skills/cfe-heterogeneity and .opencode/skills/cfe-heterogeneity in your project.

What does Cfe Heterogeneity need to run?

SKILL.md names no scripts, command-line tools or credentials: Cfe Heterogeneity is instructions for the agent only.

Does Cfe Heterogeneity access the network?

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.

Is Cfe Heterogeneity safe to install?

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.

What licence does Cfe Heterogeneity use?

No licence was found for Cfe Heterogeneity or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Cfe Heterogeneity use?

About 353 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Cfe Heterogeneity?

Skills that share tags, products or a category with Cfe 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.

Who maintains Cfe Heterogeneity?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.