Agent skill

Jfr Workflow

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when deciding which jfr- sub-skill to invoke next, or when sequencing manuscript work from fit positioning through rebuttal for 《金融研究》 (Journal of Financial Research).

No licenceAuto-check passedResearch & Science

Install Jfr Workflow

skills CLI
$ npx skills add franklee16/academic-research-skills --skill jfr-workflow -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jfr-workflow --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/Journal-of-Financial-Research-Skills/skills/jfr-workflow .claude/skills/jfr-workflow && 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
jfr-workflow
GitHub stars
223
Used in
1 other repo
Token cost
~647 tokens
SKILL.md length
124 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when deciding which jfr- sub-skill to invoke next, or when sequencing manuscript work from fit positioning through rebuttal for 《金融研究》 (Journal of Financial Research).

  • Works in 11 steps: jfr-fit-positioning —… → jfr-topic-selection — 把金融问题与贡献立住 → jfr-literature-review — 进入金融脉络,中英文并重 → …
  • Deciding which jfr- 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

Jfr Workflow is an agent skill from franklee16/academic-research-skills. Use when deciding which jfr- sub-skill to invoke next, or when sequencing manuscript work from fit positioning through rebuttal for 《金融研究》 (Journal of Financial Research). Routes — does not replace — the specialized skills, and cross-refs sibling journal packs.

Its SKILL.md is about 650 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 Positioning and messaging. 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 jfr- sub-skill to invoke next
  • Sequencing manuscript work from fit positioning through rebuttal for 《金融研究》 (Journal of Financial Research)

Example prompts

  • “/jfr-workflow”

Workflow steps

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

  1. jfr-fit-positioning — 先定线别与匹配度,别把产业/会计题硬投金融刊
  2. jfr-topic-selection — 把金融问题与贡献立住
  3. jfr-literature-review — 进入金融脉络,中英文并重
  4. jfr-institutional-background — 把中国金融制度细节讲准
  5. jfr-identification — 政策冲击/高频识别/DID/IV
  6. jfr-mechanism — 落到金融渠道
  7. jfr-heterogeneity — 按所有制/银行类型/市场分层切分
  8. jfr-tables-figures — 主表/主图终化
  9. jfr-policy-implication — 面向货币当局/监管/机构
  10. jfr-submission — 投稿前 preflight(注释、摘要/JEL、系统)
  11. jfr-rebuttal — R&R 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

Jfr Workflow loads about 647 tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 124 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~647

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 124 words (~647 tokens).

name
jfr-workflow

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-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

Jfr 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.

Jfr Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jfr Workflow this skillfranklee16/academic-research-skills2231 repos~647Automated safety check: PassNone
Bio Atac Seq Nucleosome PositioningGPTomics/bioSkills1.2k2 repos~4.9kAutomated safety check: PassMIT
Bio Atac Seq Nucleosome PositioningFreedomIntelligence/OpenClaw-Medical-Skills3.1k—~2.3kAutomated safety check: PassNone
Aeri Literature Positioningbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Bulletin Of The American Meteorological Societybrycewang-stanford/Awesome-Journal-Skills1.2k—~2.1kAutomated safety check: PassMIT
Icassp Related Workbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.1kAutomated safety check: PassMIT

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Questions about Jfr Workflow

What does Jfr Workflow do?

A skill your agent uses when deciding which jfr- sub-skill to invoke next, or when sequencing manuscript work from fit positioning through rebuttal for 《金融研究》 (Journal of Financial Research). Jfr Workflow is an agent skill from franklee16/academic-research-skills. Use when deciding which jfr- sub-skill to invoke next, or when sequencing manuscript work from fit positioning through rebuttal for 《金融研究》 (Journal of Financial Research).

When should I use Jfr Workflow?

Jfr Workflow fits situations like: deciding which jfr- sub-skill to invoke next; sequencing manuscript work from fit positioning through rebuttal for 《金融研究》 (Journal of Financial Research).

How do I install Jfr Workflow in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill jfr-workflow -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-workflow in franklee16/academic-research-skills) into .claude/skills/jfr-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Jfr Workflow in Codex?

Run `npx skills add franklee16/academic-research-skills --skill jfr-workflow -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-workflow in franklee16/academic-research-skills) into .agents/skills/jfr-workflow in your project. Codex loads it when a task matches its description.

Can I use Jfr 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 jfr-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/jfr-workflow, .gemini/skills/jfr-workflow, .github/skills/jfr-workflow and .opencode/skills/jfr-workflow in your project.

What does Jfr Workflow need to run?

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

Does Jfr 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 Jfr 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 Jfr Workflow use?

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

How many tokens does Jfr Workflow use?

About 647 tokens (SKILL.md is roughly 2.6k 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 Jfr Workflow?

Skills that share tags, products or a category with Jfr Workflow: Bio Atac Seq Nucleosome Positioning (GPTomics/bioSkills, 1.2k stars), Bio Atac Seq Nucleosome Positioning (FreedomIntelligence/OpenClaw-Medical-Skills, 3.1k stars), Aeri Literature Positioning (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Bulletin Of The American Meteorological Society (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 Jfr Workflow?

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.