Agent skill

Jmf Workflow

by franklee16 in franklee16/academic-research-skills

Use as the entry point for any Journal of Marriage and Family (JMF) manuscript.

No licenceAuto-check passed

Install Jmf Workflow

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jmf-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-Marriage-and-Family-Skills/skills/jmf-workflow .claude/skills/jmf-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
jmf-workflow
GitHub stars
223
Used in
1 other repo
Token cost
~963 tokens
SKILL.md length
280 words
Files
1
Skills in repo
1,616
Repo updated
First seen
Licence
None found

At a glance

Use as the entry point for any Journal of Marriage and Family (JMF) manuscript.

  • SKILL.md covers When to trigger, First question: which format?, Routing map (stage → skill) and Default order, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jmf Workflow is an agent skill from franklee16/academic-research-skills. Use as the entry point for any Journal of Marriage and Family (JMF) manuscript. Routes to the right JMF sub-skill based on where you are in the lifecycle and whether the work fits a full article or a brief report. JMF is the interdisciplinary flagship of family science; the router's first job is to confirm a genuine family-science contribution. It dispatches; it does not draft content.

Its SKILL.md is about 960 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.

Example prompts

  • “/jmf-workflow”

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

Jmf Workflow loads about 963 tokens when it runs. Until then it costs about 100 tokens; SKILL.md has 280 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~100
When it runs · the whole SKILL.md, loaded when a task matches
~963

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 280 words (~963 tokens).

“The orchestrator for a JMF submission. Figure out the stage and the format (full article vs. brief report), then send the user to the matching skill. JMF publishes family-science research across sociology, psychology, demography, and family studies — the router…”

— opening of SKILL.md by franklee16
name
jmf-workflow

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Marriage-and-Family-Skills/skills/jmf-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

Jmf 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.

Jmf Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jmf Workflow this skillfranklee16/academic-research-skills2231 repos~963Automated safety check: PassNone
Smart Contract Entry Point Analyzertrailofbits/skills7.4k1 repos~2.4kAutomated safety check: NotesCC-BY-SA-4.0
HyperFrames Video Entry Pointheygen-com/hyperframes59k3 repos~5.2kAutomated safety check: PassApache-2.0
Changelog Entrysickn33/agentic-awesome-skills47k1 repos~1.1kAutomated safety check: PassMIT
Analyzing Malware Family Relationships With Malpediamukul975/Anthropic-Cybersecurity-Skills34k—~3kAutomated safety check: PassApache-2.0
Redundant Entrythedaviddias/Front-End-Checklist74k—~520Automated safety check: PassMIT

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Questions about Jmf Workflow

What does Jmf Workflow do?

Use as the entry point for any Journal of Marriage and Family (JMF) manuscript. Jmf Workflow is an agent skill from franklee16/academic-research-skills. Use as the entry point for any Journal of Marriage and Family (JMF) manuscript.

How do I install Jmf Workflow in Claude Code?

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

How do I install Jmf Workflow in Codex?

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

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

What does Jmf Workflow need to run?

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

Does Jmf Workflow 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 Jmf 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 Jmf Workflow use?

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

How many tokens does Jmf Workflow use?

About 963 tokens (SKILL.md is roughly 3.9k 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 Jmf Workflow?

Skills that share tags, products or a category with Jmf Workflow: Smart Contract Entry Point Analyzer (trailofbits/skills, 7.4k stars), HyperFrames Video Entry Point (heygen-com/hyperframes, 59k stars), Changelog Entry (sickn33/agentic-awesome-skills, 47k stars) and Analyzing Malware Family Relationships With Malpedia (mukul975/Anthropic-Cybersecurity-Skills, 34k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jmf 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.