Agent skill

Rof Contribution Framing

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when the marginal contribution of a Review of Finance (RoF) manuscript to the finance literature is fuzzy or undersold — turning a result into a defensible "what we now know…

No licenceAuto-check passed

Install Rof Contribution Framing

skills CLI
$ npx skills add franklee16/academic-research-skills --skill rof-contribution-framing -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills rof-contribution-framing --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/Review-of-Finance-Skills/skills/rof-contribution-framing .claude/skills/rof-contribution-framing && 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
rof-contribution-framing
GitHub stars
223
Used in
1 other repo
Token cost
~677 tokens
SKILL.md length
300 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 marginal contribution of a Review of Finance (RoF) manuscript to the finance literature is fuzzy or undersold — turning a result into a defensible "what we now know…

  • Works in 5 steps: One-sentence claim — "We show that… → Counterfactual to the literature — what… → Generality hook — why the lesson travels… → …
  • The marginal contribution of a Review of Finance (RoF) manuscript to the finance literature is fuzzy
  • SKILL.md covers When to trigger, The RoF contribution bar, Framing moves and Anti-patterns, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Rof Contribution Framing is an agent skill from franklee16/academic-research-skills. Use when the marginal contribution of a Review of Finance (RoF) manuscript to the finance literature is fuzzy or undersold — turning a result into a defensible "what we now know that we did not" claim that a top-three-standard referee will accept.

Its SKILL.md is about 680 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

  • The marginal contribution of a Review of Finance (RoF) manuscript to the finance literature is fuzzy
  • Undersold — turning a result into a defensible what we now know that we did not claim that a top-three-standard referee will accept

Example prompts

  • “what we now know that we did not”
  • “/rof-contribution-framing”

Workflow steps

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

  1. One-sentence claim — "We show that [finding], implying [consequence for finance]." Quantify for empirical work; state the proposition…
  2. Counterfactual to the literature — what did the field believe (or leave open) that this overturns, quantifies, or resolves?
  3. Generality hook — why the lesson travels beyond this market/sample/model.
  4. Empirical vs. theory register — empirical: a credibly identified fact plus its economic interpretation; theory: a non-obvious mechanism…
  5. Author-responsibility check — RoF expects you to have found and cited the relevant work; a contribution claim that ignores a close prior…

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

Rof Contribution Framing loads about 677 tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 300 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~68
When it runs · the whole SKILL.md, loaded when a task matches
~677

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 300 words (~677 tokens).

“RoF referees apply top-three-finance-journal standards and split reports into (1) major concerns required for publication and (2) suggestions. The contribution determines bucket (1): if the marginal finance insight is thin, no amount of robustness fixes the verdict. Because RoF runs…”

— opening of SKILL.md by franklee16
name
rof-contribution-framing

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Review-of-Finance-Skills/skills/rof-contribution-framing 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

Rof Contribution Framing 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.

Rof Contribution Framing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Rof Contribution Framing this skillfranklee16/academic-research-skills2231 repos~677Automated safety check: PassNone
Red Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Jfi Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.3kAutomated safety check: PassMIT
Jet Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Jfqa Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.3kAutomated safety check: PassMIT
Phg Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.2kAutomated safety check: PassMIT

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Questions about Rof Contribution Framing

What does Rof Contribution Framing do?

A skill your agent uses when the marginal contribution of a Review of Finance (RoF) manuscript to the finance literature is fuzzy or undersold — turning a result into a defensible "what we now know…. Rof Contribution Framing is an agent skill from franklee16/academic-research-skills. Use when the marginal contribution of a Review of Finance (RoF) manuscript to the finance literature is fuzzy or undersold — turning a result into a defensible "what we now know that we did not" claim that a top-three-standard referee will accept.

When should I use Rof Contribution Framing?

Rof Contribution Framing fits situations like: the marginal contribution of a Review of Finance (RoF) manuscript to the finance literature is fuzzy; undersold — turning a result into a defensible what we now know that we did not claim that a top-three-standard referee will accept.

How do I install Rof Contribution Framing in Claude Code?

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

How do I install Rof Contribution Framing in Codex?

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

Can I use Rof Contribution Framing 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 rof-contribution-framing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rof-contribution-framing, .gemini/skills/rof-contribution-framing, .github/skills/rof-contribution-framing and .opencode/skills/rof-contribution-framing in your project.

What does Rof Contribution Framing need to run?

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

Does Rof Contribution Framing 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 Rof Contribution Framing 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 Rof Contribution Framing use?

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

How many tokens does Rof Contribution Framing use?

About 677 tokens (SKILL.md is roughly 2.7k 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 Rof Contribution Framing?

Skills that share tags, products or a category with Rof Contribution Framing: Red Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Jfi Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Jet Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Jfqa Contribution Framing (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 Rof Contribution Framing?

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.