aejmic-rebuttal
Use when drafting the response letter and revision plan after an American Economic Journal: Microeconomics (AEJ: Micro) R&R. Structures the reply to theory referees (correctness, generality, exposition) and editor; it does not re-derive the result (see aejmic-theory-model).
Install / Use
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmic-rebuttalInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
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Our assessment of aejmic-rebuttal
aejmic-rebuttal scores 85/100 on our quality scale, 2237th of 4,610 Development & Engineering skills we index (top 49%).
Its SKILL.md is 5.1 KB long, well organised into 10 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 aejmic-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.
aejmic-rebuttal compared with similar skills
All 4 of these similar skills score higher than aejmic-rebuttal; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| aejmic-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 |
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Frequently asked questions
- How do I install aejmic-rebuttal?
- Run
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmic-rebuttal. The install tabs above show the steps for each supported agent. - Which AI agents does aejmic-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 aejmic-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 aejmic-rebuttal still maintained?
- The repository was last updated 18 days ago, so aejmic-rebuttal is actively maintained.
Skill content
View source on GitHubname: aejmic-rebuttal description: Use when drafting the response letter and revision plan after an American Economic Journal: Microeconomics (AEJ: Micro) R&R. Structures the reply to theory referees (correctness, generality, exposition) and editor; it does not re-derive the result (see aejmic-theory-model).
R&R Rebuttal & Response Letter (aejmic-rebuttal)
When to trigger
- An AEJ: Micro decision letter arrived with an R&R (minor or major)
- You have referee reports and need a response-letter strategy
- A referee disputes a proof, the generality, or the framing and you must decide concede vs. defend
- You are sequencing the revision so the most important changes land first
How to respond to theory referees
AEJ: Micro referees are subject-matter experts who verify proofs and judge generality and exposition. The response letter must be precise, respectful, and point-by-point. Three recurring axes:
- Correctness: a disputed proof step. Either fix it (and show the corrected argument in the letter), or demonstrate the step is valid with the missing detail. Never wave it away.
- Generality / robustness: "does it extend to X?" Decide whether to (a) prove the extension, (b) add it to
aejmic-robustnessas a result, or (c) explain precisely why the boundary is where it is and add a remark. State the cost of each. - Exposition / scope: "the mechanism is buried" or "the claim is too broad." Re-frame via
aejmic-writing-styleand bound the claim explicitly.
Letter structure
- A short cover note to the editor summarizing the main changes and how the central concern was met.
- Point-by-point replies: quote the comment, state the change, point to the page/line and the new/updated proposition or proof.
- Concede gracefully where the referee is right; defend with argument (not assertion) where you disagree, and offer a compromise (a remark, a restricted claim) when full concession is wrong.
- Keep a changelog of every result that moved (new propositions, relabeled lemmas, added extensions).
Triage the reports before drafting
Not all comments carry equal weight. Sort them:
- Central (editor-flagged): the concern the editor named as decisive — resolve it first and lead the cover note with it.
- Correctness blockers: any disputed proof or claim — must be fully closed, never deferred.
- Generality requests: decide per comment whether to prove, add a robustness result, or bound with a precise argument.
- Exposition / framing: usually cheap to grant; granting them buys goodwill for the points you defend.
Reading the decision letter
- A minor R&R means the result stands; tighten and answer. A major R&R means at least one referee doubts the contribution or a proof — treat the central concern as the gate to acceptance.
- Distinguish what the editor requires (binding) from what a single referee merely suggests (negotiable). Address all, but prioritize by the editor's framing.
Checklist
- [ ] Cover note to the editor: main changes + how the central concern was addressed
- [ ] Every referee comment answered point-by-point with a page/line pointer
- [ ] Disputed proof steps fixed or rigorously defended (no hand-waving)
- [ ] Each "does it extend?" met by a proof, a new robustness result, or a precise boundary argument
- [ ] Claims re-bounded where a referee found them too broad
- [ ] Concede where right; defend with argument where not; offer compromises
- [ ] Changelog of moved/added results kept for the editor and referees
- [ ] Replication package / proof appendix updated to match the revision
Anti-patterns
- "We thank the referee and have addressed this" with no concrete change or pointer
- Defending a disputed proof step by restating it instead of completing it
- Adding every requested extension uncritically, bloating the paper (curate via
aejmic-robustness) - Conceding a correct result under pressure when a bounded claim was the right answer
- Letting the proof appendix or deposited code drift out of sync with the revised results
Worked vignette (illustrative)
Referee 1 disputes the uniqueness claim; Referee 2 asks for a continuum extension; the editor wants the contribution sharpened. Strategy: (1) Correctness — uniqueness held only under a tie-breaking rule, so restrict the claim to "essentially unique" and prove it, conceding the over-statement. (2) Generality — the continuum extension survives, so add it as Proposition 5 and cite it in the letter. (3) Scope — rewrite the intro to foreground the broad mechanism. The cover note tells the editor the central concern (uniqueness) is resolved by a precise, defensible restatement.
Output format
【Decision】minor / major R&R
【Editor cover note】central concern + how met
【Point-by-point】each comment → change → page/line + result pointer
【Correctness】disputed steps fixed/defended? [Y/N]
【Generality】extend / new result / boundary argument — chosen per comment
【Concede vs. defend】log of each call
【Changelog + package sync】results that moved; appendix/code updated? [Y/N]
【Next step】resubmit via AEA system with the point-by-point response letter
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From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
