Litigation Deadline Calendar
lawve-ai/awesome-legal-skills
Calendar litigation and arbitration deadlines from a scheduling order.
A skill your agent uses when a 《中国工业经济》 (China Industrial Economics) manuscript needs mechanism evidence.
Install Cie Mechanism
$ npx skills add franklee16/academic-research-skills --skill cie-mechanism -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills cie-mechanism --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/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-mechanism .claude/skills/cie-mechanism && 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 "cie-mechanism" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism into .claude/skills/cie-mechanism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cie-mechanism", 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/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanismType 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 franklee16/academic-research-skills --skill cie-mechanism -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills cie-mechanism --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism .agents/skills/cie-mechanism && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cie-mechanism" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism into .agents/skills/cie-mechanism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cie-mechanism", 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 franklee16/academic-research-skills --skill cie-mechanism -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills cie-mechanism --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism .cursor/skills/cie-mechanism && 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 "cie-mechanism" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism into .cursor/skills/cie-mechanism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cie-mechanism", 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/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism--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 franklee16/academic-research-skills --skill cie-mechanism -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills cie-mechanism --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism .gemini/skills/cie-mechanism && 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 "cie-mechanism" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism into .gemini/skills/cie-mechanism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cie-mechanism", 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 franklee16/academic-research-skills cie-mechanismInstalls 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 franklee16/academic-research-skills --skill cie-mechanism -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism .github/skills/cie-mechanism && 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 "cie-mechanism" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism into .github/skills/cie-mechanism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cie-mechanism", 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 franklee16/academic-research-skills --skill cie-mechanism -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills cie-mechanism --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism .opencode/skills/cie-mechanism && 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 "cie-mechanism" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism into .opencode/skills/cie-mechanism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cie-mechanism", 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.
Facts
- Skill name
cie-mechanism- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~398 tokens
- SKILL.md length
- 72 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when a 《中国工业经济》 (China Industrial Economics) manuscript needs mechanism evidence.
- Works in 3 steps: 分渠道回归（首选）：把中介变量 M 当作新结果，用与主效应同一识别策略估计… → 调节效应：用 X × W… → 异质性即机制：用 cie-heterogeneity 的维度切分反推机制（"在…
- A 《中国工业经济》 (China Industrial Economics) manuscript needs mechanism evidence
- SKILL.md covers 触发时机, 本刊立场：警惕三步中介（重要）, 机制三条可接受路径 and 与理论的呼应, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cie Mechanism is an agent skill from franklee16/academic-research-skills. Use when a 《中国工业经济》 (China Industrial Economics) manuscript needs mechanism evidence. Prefers split-channel and moderation (heterogeneity-by-mechanism) regressions and treats the three-step mediation method as suspect — per Jiang (2022, CIE 2022:5), the journal's own methodological-norm guide. Use after the main effect is identified.
Its SKILL.md is about 400 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Legal & Compliance, covering Dispute resolution. 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
- A 《中国工业经济》 (China Industrial Economics) manuscript needs mechanism evidence
- Tasks that involve Dispute resolution
Example prompts
- “/cie-mechanism”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 分渠道回归（首选）：把中介变量 M 当作新结果，用与主效应同一识别策略估计 X→M；多个候选渠道分别估计、横向比较强弱
- 调节效应：用 X × W 交互检验机制——若机制为真，在机制更强的子样本/情境中效应更大；须说清这如何加强（而非替代）因果论证
- 异质性即机制：用 cie-heterogeneity 的维度切分反推机制（"在 M 更强的组效应更大 ⇒ 经由 M"）
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 Mechanism loads about 398 tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 72 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.
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 72 words (~398 tokens).
- name
- cie-mechanism
Files
Just SKILL.md in Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-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
Cie 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Cie Mechanism this skillfranklee16/academic-research-skills | 223 | 1 repos | ~398 | Automated safety check: Pass | None | |
| Litigation Deadline Calendarlawve-ai/awesome-legal-skills | 847 | — | ~4.3k | Automated safety check: Pass | MIT | |
| Moot Court Simulation Buildercat-xierluo/legal-skills | 721 | — | ~1.4k | Automated safety check: Pass | CC-BY-NC-4.0 | |
| Intake To Draftstella/stella | 259 | — | ~537 | Automated safety check: Pass | Apache-2.0 | |
| Nla Arbitrateinternet-court/internet-court-skill | 6.6k | 1 repos | ~866 | Automated safety check: Pass | MIT | |
| Nla Createinternet-court/internet-court-skill | 6.6k | 1 repos | ~915 | Automated safety check: Pass | MIT |
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Categories
Questions about Cie Mechanism
What does Cie Mechanism do?
A skill your agent uses when a 《中国工业经济》 (China Industrial Economics) manuscript needs mechanism evidence. Cie Mechanism is an agent skill from franklee16/academic-research-skills. Use when a 《中国工业经济》 (China Industrial Economics) manuscript needs mechanism evidence.
When should I use Cie Mechanism?
Cie Mechanism fits situations like: A 《中国工业经济》 (China Industrial Economics) manuscript needs mechanism evidence; tasks that involve Dispute resolution.
How do I install Cie Mechanism in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill cie-mechanism -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism in franklee16/academic-research-skills) into .claude/skills/cie-mechanism in your project. Claude Code loads it when a task matches its description.
How do I install Cie Mechanism in Codex?
Run `npx skills add franklee16/academic-research-skills --skill cie-mechanism -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/China-Industrial-Economics-Skills/skills/cie-mechanism in franklee16/academic-research-skills) into .agents/skills/cie-mechanism in your project. Codex loads it when a task matches its description.
Can I use Cie 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 cie-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/cie-mechanism, .gemini/skills/cie-mechanism, .github/skills/cie-mechanism and .opencode/skills/cie-mechanism in your project.
What does Cie Mechanism need to run?
SKILL.md names no scripts, command-line tools or credentials: Cie Mechanism is instructions for the agent only.
Does Cie 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 Cie 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 Cie Mechanism use?
No licence was found for Cie Mechanism or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Cie Mechanism use?
About 398 tokens (SKILL.md is roughly 1.6k 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 Mechanism?
Skills that share tags, products or a category with Cie Mechanism: Litigation Deadline Calendar (lawve-ai/awesome-legal-skills, 847 stars), Moot Court Simulation Builder (cat-xierluo/legal-skills, 721 stars), Intake To Draft (stella/stella, 259 stars) and Nla Arbitrate (internet-court/internet-court-skill, 6.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cie 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.