Agent skill

Cre Mechanism

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when designing or writing mechanism analyses for a 《中国农村经济》 empirical manuscript.

No licenceAuto-check passed

Install Cre Mechanism

skills CLI
$ npx skills add franklee16/academic-research-skills --skill cre-mechanism -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills cre-mechanism --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/China-Rural-Economy-Skills/skills/cre-mechanism .claude/skills/cre-mechanism && 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
cre-mechanism
GitHub stars
223
Used in
1 other repo
Token cost
~434 tokens
SKILL.md length
109 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 mechanism analyses for a 《中国农村经济》 empirical manuscript.

  • Works in 3 steps: 理论指引:机制变量必须能挂上农户行为 / 土地制度 / 农村金融等理论 → 时间一致:机制变量 M 的测量时点要在处理 D 之后、结果 Y… → 可证伪:能写出"如果机制成立 → 应观察到农户在 X 上变化;如果不成立 →…
  • Writing mechanism analyses for a 《中国农村经济》 empirical manuscript
  • SKILL.md covers 触发时机, 农村研究的机制必须落到微观主体, 三种主流路径 and 机制写作三段式, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Cre Mechanism is an agent skill from franklee16/academic-research-skills. Use when designing or writing mechanism analyses for a 《中国农村经济》 empirical manuscript. Mechanism tests grounded in household-level behavior are near-mandatory for empirical submissions.

Its SKILL.md is about 430 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 mechanism analyses for a 《中国农村经济》 empirical manuscript

Example prompts

  • “/cre-mechanism”

Workflow steps

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

  1. 理论指引:机制变量必须能挂上农户行为 / 土地制度 / 农村金融等理论
  2. 时间一致:机制变量 M 的测量时点要在处理 D 之后、结果 Y 之前(农户面板尤其要注意调查年份的先后)
  3. 可证伪:能写出"如果机制成立 → 应观察到农户在 X 上变化;如果不成立 → 应观察到 Y"

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

Cre Mechanism loads about 434 tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 109 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~50
When it runs · the whole SKILL.md, loaded when a task matches
~434

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 109 words (~434 tokens).

“《中国农村经济》的机制分析忌讳停留在宏观叙事。机制变量应落到农户 / 家庭 / 经营主体 / 村庄的可观测行为或资源配置上,例如:”

— opening of SKILL.md by franklee16
name
cre-mechanism

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/China-Rural-Economy-Skills/skills/cre-mechanism 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

Cre Mechanism 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.

Cre Mechanism compared with similar skills
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Cre Mechanism this skillfranklee16/academic-research-skills2231 repos~434Automated safety check: PassNone
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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

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Questions about Cre Mechanism

What does Cre Mechanism do?

A skill your agent uses when designing or writing mechanism analyses for a 《中国农村经济》 empirical manuscript. Cre Mechanism is an agent skill from franklee16/academic-research-skills. Use when designing or writing mechanism analyses for a 《中国农村经济》 empirical manuscript.

When should I use Cre Mechanism?

Cre Mechanism fits situations like: writing mechanism analyses for a 《中国农村经济》 empirical manuscript.

How do I install Cre Mechanism in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill cre-mechanism -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/China-Rural-Economy-Skills/skills/cre-mechanism in franklee16/academic-research-skills) into .claude/skills/cre-mechanism in your project. Claude Code loads it when a task matches its description.

How do I install Cre Mechanism in Codex?

Run `npx skills add franklee16/academic-research-skills --skill cre-mechanism -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/China-Rural-Economy-Skills/skills/cre-mechanism in franklee16/academic-research-skills) into .agents/skills/cre-mechanism in your project. Codex loads it when a task matches its description.

Can I use Cre Mechanism 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 cre-mechanism -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cre-mechanism, .gemini/skills/cre-mechanism, .github/skills/cre-mechanism and .opencode/skills/cre-mechanism in your project.

What does Cre Mechanism need to run?

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

Does Cre Mechanism 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 Cre Mechanism 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 Cre Mechanism use?

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

How many tokens does Cre Mechanism use?

About 434 tokens (SKILL.md is roughly 1.7k 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 Cre Mechanism?

Skills that share tags, products or a category with Cre Mechanism: 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 Cre Mechanism?

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.