aejpol-rebuttal
Use when an AEJ: Economic Policy decision letter (R&R or reject-and-resubmit) has arrived and a response-letter strategy and revision plan are needed.
Install / Use
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejpol-rebuttalInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of aejpol-rebuttal
aejpol-rebuttal scores 85/100 on our quality scale, 2226th of 4,610 Development & Engineering skills we index (top 49%).
Its SKILL.md is 5.4 KB long, well organised into 11 sections with 1 code example: a solid amount of guidance for an agent.
With 1,158 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 18 days ago, so aejpol-rebuttal is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
aejpol-rebuttal compared with similar skills
All 4 of these similar skills score higher than aejpol-rebuttal; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| aejpol-rebuttal (this skill)by brycewang-stanford | 85 | 1.2k | 18d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 44.8k | today | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 3d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 10d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 10d ago | SKILL.md |
Frequently asked questions
- How do I install aejpol-rebuttal?
- Run
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejpol-rebuttal. The install tabs above show the steps for each supported agent. - Which AI agents does aejpol-rebuttal work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is aejpol-rebuttal safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is aejpol-rebuttal still maintained?
- The repository was last updated 18 days ago, so aejpol-rebuttal is actively maintained.
Skill content
View source on GitHubname: aejpol-rebuttal description: Use when an AEJ: Economic Policy decision letter (R&R or reject-and-resubmit) has arrived and a response-letter strategy and revision plan are needed. Structures the response to referees and editor with policy-relevance front and center; it does not run new estimation or redesign identification from scratch.
Rebuttal & Response Letter (aejpol-rebuttal)
When to trigger
- An AEJ: Policy R&R or major-revision letter arrived and you must plan the response
- Referee reports conflict and you need an editor-anchored prioritization
- You need to convert reports into a revision plan plus a point-by-point letter
- A resubmission needs a cover note showing how every comment was addressed
How to run an AEJ: Policy revision
The editor's letter is the contract — prioritize what the editor emphasizes, then address every referee point. At AEJ: Policy the recurring high-stakes asks are about (a) the credibility of the causal claim, (b) the welfare / policy reading, and (c) robustness and reproducibility. Treat the response as a chance to make the policy contribution more prominent, not just to patch holes.
Structure of the response
- Editor-first summary. Open the letter with a short paragraph naming the 2–3 changes that address the editor's main concerns, and how the paper is now a stronger policy contribution.
- Point-by-point, per referee. Quote each comment; respond with what you changed, where (section/table/figure), and the result. Concede where the referee is right; defend with evidence where they are not — politely and with a specific exhibit.
- A "what's new" map. A table mapping each major comment to the revision so the editor can verify coverage at a glance.
AEJ: Policy-specific response moves
- "Not a policy paper" / "so what": strengthen the policy question in the abstract/intro and add or sharpen the welfare/cost-benefit reading (
aejpol-theory-model); do not just add caveats. - Identification doubts: add the heterogeneity-robust estimator, the honest-DID bound, or the density/first-stage diagnostic into the main text and reference it in the letter.
- Welfare hand-waving: derive the sufficient statistic / MVPF explicitly and propagate uncertainty.
- Reproducibility flagged: confirm the AEA-compliant package and restricted-data path are ready (
aejpol-replication-package). - Conflicting referees: state the conflict, follow the editor's steer, and where you cannot satisfy both, explain the trade-off transparently.
Tone and discipline
Respectful, specific, evidence-led. Every "we agree" is followed by a concrete change; every "we respectfully disagree" is followed by an exhibit or a citation. Keep claims calibrated — over-defending invites a second round.
Checklist
- [ ] Editor's main concerns identified and addressed first in the letter
- [ ] Every referee comment answered point-by-point with section/exhibit references
- [ ] Concessions made where warranted; pushback backed by specific evidence
- [ ] Identification / robustness additions placed in the main text, not buried
- [ ] Welfare/policy reading strengthened, not just caveated
- [ ] Reproducibility package and restricted-data path confirmed ready
- [ ] A comment→revision map included; revised manuscript carries the front matter (single-blind)
Anti-patterns
- Answering the easy referee points and dodging the editor's central concern
- Defending a contested identification choice with rhetoric instead of a new diagnostic
- Adding caveats to dodge a "no policy point" critique instead of strengthening the welfare reading
- Burying the new robustness result in an appendix and hoping the referee notices
- A combative tone that turns a revisable R&R into a rejection
- Treating the response letter as adversarial rather than a good-faith revision record
Per-comment response template
For each referee point, write three short moves so the editor can verify coverage quickly:
- Restate the comment in one neutral sentence (quote the key phrase).
- Act — "We agree and have [change], now in [Section/Table/Figure]," or "We respectfully disagree; [exhibit/citation] shows [evidence]."
- Point — name the exact location in the revised manuscript where the change lives.
Keep the agree:disagree ratio honest — concede the genuine points fully and reserve disagreement for places where you have a concrete exhibit. A letter that disagrees with everything reads as defensive and invites a second round.
Worked vignette (illustrative)
An R&R on a transfer-program paper: the editor stresses "the welfare interpretation is not convincing"; Referee 1 doubts parallel trends; Referee 2 wants external validity. Plan: (1) letter opens with the new MVPF derivation answering the editor; (2) R1 → add honest-DID bounds and flat leads to Section 4, cite in the letter; (3) R2 → add heterogeneity by state characteristics and a scope paragraph. A comment→revision table closes the letter. The contribution reads as a sharper policy answer than the original.
Output format
【Editor's main concern】+ the 2–3 changes that address it (letter opener)
【Per-referee responses】[comment → change → location → result]
【Concede vs. defend】list, each with its evidence
【Welfare/policy strengthening】what was added (not just caveated)
【Reproducibility】package + restricted-data path confirmed? [Y/N]
【Comment→revision map】attached? [Y/N]
【Next step】resubmit via AEA system
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
