Agent skill · Data & Analytics

revacc-methods

Use when research design and identification are the bottleneck for a Review of Accounting Studies (RAST) manuscript — choosing the setting, shock, and design that credibly identify an accounting effect, or fixing the primitives and solution concept of an analytical model. Designs the study; it does not run the estimation and robustness (revacc-data-analysis) or frame the contribution (revacc-contribution-framing).

brycew6m4,252★ · +31/wk · 3 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revacc-methods --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 7 KB
Bundled scripts: none
Path: Review-of-Accounting-Studies-Skills/skills/revacc-methods/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 909 · +31 this week
Language: Stata
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Research Design & Identification (revacc-methods) ## When to trigger - Your treatment (a disclosure, a standard adoption, an audit/tax regime) may be endogenous - Adoption is staggered across firms/years and you need a defensible DiD - You have an association and a referee will ask "is this causal or just correlation?" - You are designing an experiment to isolate a channel archival data cannot separate - You are building an analytical model and must fix primitives, timing, and the equilibrium concept ## Identification for archival accounting at RAST Accounting treatments — disclosure choices, conservatism, auditor selection, tax positions, standard adoption — are rarely random, so RAST referees expect a **credible identification strategy**, not kitchen-sink controls. Pick the design that breaks the endogeneity for *your* accounting setting. | Identification threat / setting | Design | |---------------------------------|--------| | Regulation / standard adoption with a clean date (e.g., a reporting mandate) | Difference-in-differences; event study around the adoption date | | Staggered adoption across firms/states/countries | Staggered DiD with modern estimators (avoid naive TWFE

What's inside
Steps it walks through
  1. When to trigger
  2. Identification for archival accounting at RAST
  3. Measurement design is part of identification
  4. If the lane is analytical
  5. If the lane is experimental
  6. Design hygiene
  7. Execution bridge (StatsPAI / Stata MCP)
  8. Checklist
  9. Anti-patterns
  10. Output format
More from Awesome-Journal-Skills
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About this skill
What does the revacc-methods skill do?

Use when research design and identification are the bottleneck for a Review of Accounting Studies (RAST) manuscript — choosing the setting, shock, and design that credibly identify an accounting effect, or fixing the primitives and solution concept of an analytical model. Designs the study; it does not run the estimation and robustness (revacc-data-analysis) or frame the contribution (revacc-contribution-framing).

How do I install it?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revacc-methods --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From brycewang-stanford/Awesome-Journal-Skills, a repository with 909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going