Agent skill

Cie Institutional Background

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when the policy / institutional background section of a 《中国工业经济》 (China Industrial Economics) manuscript needs accurate detail — exact document names, effective dates, pilot…

No licenceAuto-check passed

Install Cie Institutional Background

skills CLI
$ npx skills add franklee16/academic-research-skills --skill cie-institutional-background -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills cie-institutional-background --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-Industrial-Economics-Skills/skills/cie-institutional-background .claude/skills/cie-institutional-background && 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
cie-institutional-background
GitHub stars
223
Used in
1 other repo
Token cost
~372 tokens
SKILL.md length
56 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when the policy / institutional background section of a 《中国工业经济》 (China Industrial Economics) manuscript needs accurate detail — exact document names, effective dates, pilot…

  • Works in 5 steps: 政策文件:准确的文件名称、发文机关、发文时间(不要只写"国家出台政策") → 生效/执行时点:政策何时落地——决定 DID 的处理时点;分批试点要逐批列时点 → 处理对象:哪些城市/行业/企业被覆盖;分批试点必须给出批次与名单来源 → …
  • Effective dates
  • SKILL.md covers 触发时机, 为什么本刊特别看重这一段, 必须讲准的要素 and 把制度细节接到识别上, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Cie Institutional Background is an agent skill from franklee16/academic-research-skills. Use when the policy / institutional background section of a 《中国工业经济》 (China Industrial Economics) manuscript needs accurate detail — exact document names, effective dates, pilot batches and city lists, and the assignment rule that justifies the quasi-experiment. Sloppy policy detail is a frequent desk-reject trigger here.

Its SKILL.md is about 370 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

  • Effective dates
  • Pilot batches and city lists
  • The assignment rule that justifies the quasi-experiment

Example prompts

  • “/cie-institutional-background”

Workflow steps

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

  1. 政策文件:准确的文件名称、发文机关、发文时间(不要只写"国家出台政策")
  2. 生效/执行时点:政策何时落地——决定 DID 的处理时点;分批试点要逐批列时点
  3. 处理对象:哪些城市/行业/企业被覆盖;分批试点必须给出批次与名单来源
  4. 分配规则:为什么这些对象被选中——这是平行趋势/外生性论证的根基
  5. 政策内容:政策到底"做了什么",对应理论机制的哪一环

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

Cie Institutional Background loads about 372 tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 56 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~88
When it runs · the whole SKILL.md, loaded when a task matches
~372

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 56 words (~372 tokens).

name
cie-institutional-background

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-institutional-background 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

Cie Institutional Background 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.

Cie Institutional Background compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Cie Institutional Background this skillfranklee16/academic-research-skills2231 repos~372Automated safety check: PassNone
Implementing Policy As Code With Open Policy Agentmukul975/Anthropic-Cybersecurity-Skills34k—~2.6kAutomated safety check: NotesApache-2.0
Python Background Jobswshobson/agents40k—~1.8kAutomated safety check: PassMIT
Policy Acknowledgementsickn33/agentic-awesome-skills47k1 repos~3.4kAutomated safety check: PassMIT
Privacy Policythedaviddias/Front-End-Checklist74k—~617Automated safety check: PassMIT
Editorial Policythedaviddias/Front-End-Checklist74k—~763Automated safety check: PassMIT

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Questions about Cie Institutional Background

What does Cie Institutional Background do?

A skill your agent uses when the policy / institutional background section of a 《中国工业经济》 (China Industrial Economics) manuscript needs accurate detail — exact document names, effective dates, pilot…. Cie Institutional Background is an agent skill from franklee16/academic-research-skills. Use when the policy / institutional background section of a 《中国工业经济》 (China Industrial Economics) manuscript needs accurate detail — exact document names, effective dates, pilot batches and city lists, and the assignment rule that justifies the quasi-experiment.

When should I use Cie Institutional Background?

Cie Institutional Background fits situations like: effective dates; pilot batches and city lists; the assignment rule that justifies the quasi-experiment.

How do I install Cie Institutional Background in Claude Code?

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

How do I install Cie Institutional Background in Codex?

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

Can I use Cie Institutional Background 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 cie-institutional-background -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cie-institutional-background, .gemini/skills/cie-institutional-background, .github/skills/cie-institutional-background and .opencode/skills/cie-institutional-background in your project.

What does Cie Institutional Background need to run?

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

Does Cie Institutional Background 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 Cie Institutional Background 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 Cie Institutional Background use?

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

How many tokens does Cie Institutional Background use?

About 372 tokens (SKILL.md is roughly 1.5k 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 Cie Institutional Background?

Skills that share tags, products or a category with Cie Institutional Background: Implementing Policy As Code With Open Policy Agent (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Python Background Jobs (wshobson/agents, 40k stars), Policy Acknowledgement (sickn33/agentic-awesome-skills, 47k stars) and Privacy Policy (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Cie Institutional Background?

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.