Academic Grill
Exekiel179/psyclaw
Stress-test an academic research question, proposal, study design, analysis plan, manuscript claim, review protocol, or AI research project through a one-question-at-a-time interview until its…
A skill your agent uses when the empirical identification strategy is the bottleneck for a Journal-of-Finance-and-Economics manuscript — quasi-experimental designs (DID incl.
Install Cfe Identification
$ npx skills add franklee16/academic-research-skills --skill cfe-identification -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills cfe-identification --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/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification .claude/skills/cfe-identification && 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 "cfe-identification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification into .claude/skills/cfe-identification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cfe-identification", 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/Journal-of-Finance-and-Economics-Skills/skills/cfe-identificationType 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 cfe-identification -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills cfe-identification --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/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification .agents/skills/cfe-identification && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cfe-identification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification into .agents/skills/cfe-identification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cfe-identification", 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 cfe-identification -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills cfe-identification --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/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification .cursor/skills/cfe-identification && 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 "cfe-identification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification into .cursor/skills/cfe-identification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cfe-identification", 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/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification--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 cfe-identification -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills cfe-identification --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/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification .gemini/skills/cfe-identification && 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 "cfe-identification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification into .gemini/skills/cfe-identification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cfe-identification", 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 cfe-identificationInstalls 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 cfe-identification -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/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification .github/skills/cfe-identification && 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 "cfe-identification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification into .github/skills/cfe-identification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cfe-identification", 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 cfe-identification -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 cfe-identification --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/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification .opencode/skills/cfe-identification && 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 "cfe-identification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification into .opencode/skills/cfe-identification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cfe-identification", 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
cfe-identification- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~541 tokens
- SKILL.md length
- 164 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 empirical identification strategy is the bottleneck for a Journal-of-Finance-and-Economics manuscript — quasi-experimental designs (DID incl.
- Works in 7 steps: 政策 / 制度冲击 + DID（含 staggered / continuous… → 断点回归（清晰的政策门槛，如规模、年龄、考核线） → 工具变量（强工具 + 排他性论证） → …
- Tasks that involve Load testing
- SKILL.md covers 触发时机, 设计优先级, 分支路径 and 必查清单, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cfe Identification is an agent skill from franklee16/academic-research-skills. Use when the empirical identification strategy is the bottleneck for a Journal-of-Finance-and-Economics manuscript — quasi-experimental designs (DID incl. staggered, IV, RDD, DML, PSM, event study). Stress-tests the design before drafting tables.
Its SKILL.md is about 540 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 Research & Science, covering Load testing and Experimental design. 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
- Tasks that involve Load testing
- Tasks that involve Experimental design
Example prompts
- “/cfe-identification”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- 政策 / 制度冲击 + DID（含 staggered / continuous treatment）——最受欢迎，契合中国政策密集出台的现实
- 断点回归（清晰的政策门槛，如规模、年龄、考核线）
- 工具变量（强工具 + 排他性论证）
- 倾向得分匹配 + DID（PSM-DID）
- 合成控制法（地区 / 城市级政策评估）
- 双重机器学习 / 因果森林（高维控制变量场景）
- OLS + 严密内生性讨论（在数据极难找到外生冲击、且理论机制清晰时可接受，但需充分论证）
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 Identification loads about 541 tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 164 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 164 words (~541 tokens).
- name
- cfe-identification
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification 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 Identification 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 |
|---|---|---|---|---|---|---|
| Cfe Identification this skillfranklee16/academic-research-skills | 223 | 1 repos | ~541 | Automated safety check: Pass | None | |
| Academic GrillExekiel179/psyclaw | 103 | — | ~2k | Automated safety check: Pass | MIT | |
| Cte Identificationbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~866 | Automated safety check: Pass | MIT | |
| Ecj Identificationbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Er Identificationbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Scientific Critical Thinkingweapp-tailwindcss/weapp-tailwindcss | 1.9k | 22 repos | ~5.9k | Automated safety check: Notes | MIT |
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Related
Categories
Questions about Cfe Identification
What does Cfe Identification do?
A skill your agent uses when the empirical identification strategy is the bottleneck for a Journal-of-Finance-and-Economics manuscript — quasi-experimental designs (DID incl. Cfe Identification is an agent skill from franklee16/academic-research-skills. Use when the empirical identification strategy is the bottleneck for a Journal-of-Finance-and-Economics manuscript — quasi-experimental designs (DID incl.
When should I use Cfe Identification?
Cfe Identification fits situations like: tasks that involve Load testing; tasks that involve Experimental design.
How do I install Cfe Identification in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill cfe-identification -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification in franklee16/academic-research-skills) into .claude/skills/cfe-identification in your project. Claude Code loads it when a task matches its description.
How do I install Cfe Identification in Codex?
Run `npx skills add franklee16/academic-research-skills --skill cfe-identification -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-identification in franklee16/academic-research-skills) into .agents/skills/cfe-identification in your project. Codex loads it when a task matches its description.
Can I use Cfe Identification 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-identification -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-identification, .gemini/skills/cfe-identification, .github/skills/cfe-identification and .opencode/skills/cfe-identification in your project.
What does Cfe Identification need to run?
SKILL.md names no scripts, command-line tools or credentials: Cfe Identification is instructions for the agent only.
Does Cfe Identification 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 Identification 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 Identification use?
No licence was found for Cfe Identification or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Cfe Identification use?
About 541 tokens (SKILL.md is roughly 2.2k 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 Identification?
Skills that share tags, products or a category with Cfe Identification: Academic Grill (Exekiel179/psyclaw, 103 stars), Cte Identification (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Ecj Identification (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Er Identification (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cfe Identification?
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.