Agent skill

Jmf Theory And Conceptual Framework

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when building the theoretical and conceptual framework of a Journal of Marriage and Family (JMF) manuscript.

No licenceAuto-check passed

Install Jmf Theory And Conceptual Framework

skills CLI
$ npx skills add franklee16/academic-research-skills --skill jmf-theory-and-conceptual-framework -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jmf-theory-and-conceptual-framework --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-theory-and-conceptual-framework .claude/skills/jmf-theory-and-conceptual-framework && 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-theory-and-conceptual-framework
GitHub stars
223
Used in
1 other repo
Token cost
~1k tokens
SKILL.md length
392 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when building the theoretical and conceptual framework of a Journal of Marriage and Family (JMF) manuscript.

  • Works in 4 steps: Concepts — define key constructs… → Mechanism — the family process: who does… → Hypotheses — derive directional,… → …
  • Building the theoretical and conceptual framework of a Journal of Marriage and Family (JMF) manuscript
  • SKILL.md covers When to trigger, Common JMF frameworks (pick…, Build the framework and The "family mechanism" test…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jmf Theory And Conceptual Framework is an agent skill from franklee16/academic-research-skills. Use when building the theoretical and conceptual framework of a Journal of Marriage and Family (JMF) manuscript. JMF values explicit family-science frameworks (life course, family systems, stress process, exchange/bargaining, ecological) with clear concepts, mechanisms, and hypotheses. Structures the argument; it does not run analyses.

Its SKILL.md is about 1k 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.

When your agent uses it

  • Building the theoretical and conceptual framework of a Journal of Marriage and Family (JMF) manuscript

Example prompts

  • “/jmf-theory-and-conceptual-framework”

Workflow steps

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

  1. Concepts — define key constructs precisely (e.g., relationship quality, family complexity,
  2. Mechanism — the family process: who does what, under what resources/constraints, with what
  3. Hypotheses — derive directional, testable predictions (incl. moderation/mediation) that follow
  4. Scope conditions — which families, contexts, life-course stages, and time periods the argument

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 Theory And Conceptual Framework loads about 1k tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 392 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~93
When it runs · the whole SKILL.md, loaded when a task matches
~1k

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 392 words (~1,029 tokens).

“At JMF a result is not a contribution until it sits inside a family-science framework that explains why families, couples, parents, or children behave as the data show. This skill turns findings into a framework: explicit concepts, mechanisms, scope conditions…”

— opening of SKILL.md by franklee16
name
jmf-theory-and-conceptual-framework

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Marriage-and-Family-Skills/skills/jmf-theory-and-conceptual-framework 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 Theory And Conceptual Framework 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 Theory And Conceptual Framework compared with similar skills
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Game Theorybrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~3.7kAutomated safety check: PassCustom licence
Asymptotic Theorybrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~4.6kAutomated safety check: PassCustom licence
Operator Theoryparcadei/Continuous-Claude-v33.9k1 repos~879Automated safety check: NotesMIT

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Questions about Jmf Theory And Conceptual Framework

What does Jmf Theory And Conceptual Framework do?

A skill your agent uses when building the theoretical and conceptual framework of a Journal of Marriage and Family (JMF) manuscript. Jmf Theory And Conceptual Framework is an agent skill from franklee16/academic-research-skills. Use when building the theoretical and conceptual framework of a Journal of Marriage and Family (JMF) manuscript.

When should I use Jmf Theory And Conceptual Framework?

Jmf Theory And Conceptual Framework fits situations like: building the theoretical and conceptual framework of a Journal of Marriage and Family (JMF) manuscript.

How do I install Jmf Theory And Conceptual Framework in Claude Code?

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

How do I install Jmf Theory And Conceptual Framework in Codex?

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

Can I use Jmf Theory And Conceptual Framework 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-theory-and-conceptual-framework -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-theory-and-conceptual-framework, .gemini/skills/jmf-theory-and-conceptual-framework, .github/skills/jmf-theory-and-conceptual-framework and .opencode/skills/jmf-theory-and-conceptual-framework in your project.

What does Jmf Theory And Conceptual Framework need to run?

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

Does Jmf Theory And Conceptual Framework 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 Theory And Conceptual Framework 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 Theory And Conceptual Framework use?

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

How many tokens does Jmf Theory And Conceptual Framework use?

About 1k tokens (SKILL.md is roughly 4.1k 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 Theory And Conceptual Framework?

Skills that share tags, products or a category with Jmf Theory And Conceptual Framework: Integration Theory (parcadei/Continuous-Claude-v3, 3.9k stars), Statistical Theory Analysis (aiming-lab/AutoResearchClaw, 15k stars), Game Theory (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars) and Asymptotic Theory (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jmf Theory And Conceptual Framework?

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.