Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when deciding which cfe- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《财经研究》 (Journal of Finance and Economics).
Install Cfe Workflow
$ npx skills add franklee16/academic-research-skills --skill cfe-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills cfe-workflow --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-workflow .claude/skills/cfe-workflow && 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-workflow" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-workflow into .claude/skills/cfe-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cfe-workflow", 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-workflowType 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-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills cfe-workflow --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-workflow .agents/skills/cfe-workflow && 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-workflow" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-workflow into .agents/skills/cfe-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cfe-workflow", 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-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills cfe-workflow --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-workflow .cursor/skills/cfe-workflow && 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-workflow" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-workflow into .cursor/skills/cfe-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cfe-workflow", 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-workflow--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-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills cfe-workflow --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-workflow .gemini/skills/cfe-workflow && 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-workflow" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-workflow into .gemini/skills/cfe-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cfe-workflow", 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-workflowInstalls 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-workflow -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-workflow .github/skills/cfe-workflow && 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-workflow" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-workflow into .github/skills/cfe-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cfe-workflow", 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-workflow -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-workflow --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-workflow .opencode/skills/cfe-workflow && 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-workflow" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-workflow into .opencode/skills/cfe-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cfe-workflow", 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-workflow- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~731 tokens
- SKILL.md length
- 158 words
- Files
- 1
- Skills in repo
- 1,616
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when deciding which cfe- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《财经研究》 (Journal of Finance and Economics).
- Works in 11 steps: cfe-topic-selection — 先把"理论贡献 + 中国现实问题"定下来 → cfe-literature-review — 中英文献并重，理论文献必引 → cfe-identification — 准实验识别（DID / IV /… → …
- Deciding which cfe- sub-skill to invoke next
- SKILL.md covers 总览, 触发时机, 路由表 and 默认顺序, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cfe Workflow is an agent skill from franklee16/academic-research-skills. Use when deciding which cfe- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《财经研究》 (Journal of Finance and Economics). Routes — does not replace — the specialized skills.
Its SKILL.md is about 730 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. 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
- Deciding which cfe- sub-skill to invoke next
- Sequencing manuscript work from topic selection through rebuttal for 《财经研究》 (Journal of Finance and Economics)
Example prompts
- “/cfe-workflow”
Workflow steps
11 steps, taken from the first numbered list in SKILL.md.
- cfe-topic-selection — 先把"理论贡献 + 中国现实问题"定下来
- cfe-literature-review — 中英文献并重，理论文献必引
- cfe-identification — 准实验识别（DID / IV / RDD / DML / PSM）
- cfe-mechanism — 机制路径
- cfe-heterogeneity — 异质性切分
- cfe-tables-figures — 主表 / 主图最终化
- cfe-policy-implication — 政策含义（意义层）
- cfe-abstract — 摘要五句法 + 黑名单短语清除
- cfe-style — 全文语言风格 polish
- cfe-submission — 投稿前 preflight
- cfe-rebuttal — 双盲外审后
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
Links to these hosts (documentation or services it may open):
github.com
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 Workflow loads about 731 tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 158 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 158 words (~731 tokens).
- name
- cfe-workflow
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-workflow 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 Workflow 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 Workflow this skillfranklee16/academic-research-skills | 223 | 1 repos | ~731 | Automated safety check: Pass | None | |
| Hypothesis Generationspacering-net/codeg | 3.8k | 15 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 83k | 5 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 46k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Read arXiv Paperkarpathy/nanochat | 58k | 2 repos | ~494 | Automated safety check: Pass | MIT | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT |
Similar skills
GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Nature Paper Card
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
Read arXiv Paper
karpathy/nanochat
Fetches the TeX source of an arXiv paper from its URL, reads it and writes a markdown summary tied to the nanochat project.
Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
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Categories
Questions about Cfe Workflow
What does Cfe Workflow do?
A skill your agent uses when deciding which cfe- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《财经研究》 (Journal of Finance and Economics). Cfe Workflow is an agent skill from franklee16/academic-research-skills. Use when deciding which cfe- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《财经研究》 (Journal of Finance and Economics).
When should I use Cfe Workflow?
Cfe Workflow fits situations like: deciding which cfe- sub-skill to invoke next; sequencing manuscript work from topic selection through rebuttal for 《财经研究》 (Journal of Finance and Economics).
How do I install Cfe Workflow in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill cfe-workflow -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-workflow in franklee16/academic-research-skills) into .claude/skills/cfe-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Cfe Workflow in Codex?
Run `npx skills add franklee16/academic-research-skills --skill cfe-workflow -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Finance-and-Economics-Skills/skills/cfe-workflow in franklee16/academic-research-skills) into .agents/skills/cfe-workflow in your project. Codex loads it when a task matches its description.
Can I use Cfe Workflow 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-workflow -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-workflow, .gemini/skills/cfe-workflow, .github/skills/cfe-workflow and .opencode/skills/cfe-workflow in your project.
What does Cfe Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Cfe Workflow is instructions for the agent only.
Does Cfe Workflow access the network?
SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.
Is Cfe Workflow 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 Workflow use?
No licence was found for Cfe Workflow or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Cfe Workflow use?
About 731 tokens (SKILL.md is roughly 2.9k 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 Workflow?
Skills that share tags, products or a category with Cfe Workflow: Hypothesis Generation (spacering-net/codeg, 3.8k stars), GitHub Deep Research (bytedance/deer-flow, 83k stars), Nature Paper Card (Yuan1z0825/nature-skills, 46k stars) and Read arXiv Paper (karpathy/nanochat, 58k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cfe Workflow?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 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.