From review-of-accounting-studies-skills
Sharpens thin accounting contributions into one defensible claim for RAST manuscripts, calibrating the claim to empirical, analytical, or experimental evidence.
How this skill is triggered — by the user, by Claude, or both
Slash command
/review-of-accounting-studies-skills:revacc-contribution-framingThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- The results are in but you cannot state the contribution in one sentence
A RAST contribution is not "we run X regression" or "we prove Proposition 1." It is a sentence of the form: "We show that [accounting construct/mechanism] [does what] through [friction/channel], which means [implication for reporting, standard-setting, investors, auditors, or theory]." RAST's fast first-round-decision culture means the editor reads the contribution claim hard on the first pass; an underframed or overclaimed contribution is a leading reject reason.
Calibrate the claim to the evidence:
| Register | What it offers | Watch out for |
|---|---|---|
| Empirical regularity | A new, credibly identified fact about reporting/markets | Over-claiming causality; thin channel |
| Theory ↔ evidence bridge | A model that explains data, or a test of a disclosure-theory prediction | Loose fit between the model and the test |
| Construct / measurement | A better measure of an accounting construct, validated | A measure with no question behind it |
| Mechanism / channel | Why an established effect occurs | A channel the design cannot distinguish |
The theory↔evidence bridge is RAST's sweet spot — lean on it when the paper supports it.
【One-sentence contribution】[construct] → [effect] via [channel] ⇒ [implication]
【Register】regularity / theory-evidence bridge / measurement / mechanism
【Calibration】claim ≤ evidence? (causal / associational / model-insight)
【Scope condition】where it holds
【Does NOT show】the honest limit
【Decision changed】standard-setter / investor / auditor / theorist
【Next skill】revacc-tables-figures
npx claudepluginhub brycewang-stanford/awesome-journal-skills --plugin review-of-accounting-studies-skillsFrames results as an explicit contribution for a Contemporary Accounting Research manuscript, adapting to archival, experimental, or analytical traditions.
Frames accounting research findings into explicit contribution statements for TAR manuscripts, calibrating claims to evidence and addressing reviewer concerns about incremental contribution.
Frames explicit contribution statements for JAR manuscripts from empirical results. Guides writing of contribution sentences, economic magnitudes, and implications for accounting research.