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Rof Contribution Framing

ASecurity

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.

1,052 stars
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0 copies
3 views
Added 6/6/2026
ai-agents

Security Analysis

A100/100

Scanned 6/6/2026

Install to Claude Code

$npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill rof-contribution-framing --agent claude-code

Installs into .claude/skills of the current project.

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Files
SKILL.md
---
name: rof-contribution-framing
description: 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.
---

# Contribution Framing (rof-contribution-framing)

## When to trigger

- A reader finishes the intro and asks "so what?"
- The contribution is stated as "we study X" rather than "we show Y, which changes Z"
- The paper's novelty is method or data, not a finance insight

## The RoF contribution bar

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 a **two-round decision philosophy** and aims to decide by the second round, the contribution must be legible and defensible **in round one** — the editor will likely **ignore new round-two concerns** raised late. Frame it so the major-concern bucket has nothing to attack on the "is this interesting?" axis.

## Framing moves

1. **One-sentence claim** — "We show that [finding], implying [consequence for finance]." Quantify for empirical work; state the proposition crisply for theory.
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 plus a testable or normative implication, not just tractability.
5. **Author-responsibility check** — RoF expects you to have found and cited the relevant work; a contribution claim that ignores a close prior paper is fragile and can be sanctioned (see `rof-literature-positioning`).

## Anti-patterns

- "To the best of our knowledge, we are the first to..." as the whole contribution.
- A laundry list of findings with no ranked headline.
- Claiming novelty against a literature you have not searched (RoF treats lack of awareness as no defense).
- Over-claiming beyond what the design or model supports — punished by top-three-standard referees.

## Output format

```
【Headline claim】one sentence (quantified if empirical)
【Was-believed → now-known】before / after
【Bucket-1 defensibility】top-three referee calls it a real contribution? [Y/N]
【Generality】travels because: ...
【Risk】closest prior paper + how this differs
【Next step】rof-literature-positioning
```

Attribution

brycewang-stanfordbrycewang-stanford
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Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

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