aejmic-theory-model
Use when the model setup, equilibrium concept, or proof architecture is the bottleneck for an American Economic Journal: Microeconomics (AEJ: Micro) manuscript — the central skill for a theory-first paper.
Install / Use
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmic-theory-modelInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
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Our assessment of aejmic-theory-model
aejmic-theory-model scores 88/100 on our quality scale, 1583rd of 4,610 Development & Engineering skills we index (top 35%).
Its SKILL.md is 6.3 KB long, well organised into 13 sections with 1 code example: a thorough specification that gives an agent plenty to work with.
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-theory-model 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-theory-model compared with similar skills
All 4 of these similar skills score higher than aejmic-theory-model; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| aejmic-theory-model (this skill)by brycewang-stanford | 88 | 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 aejmic-theory-model?
- Run
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmic-theory-model. The install tabs above show the steps for each supported agent. - Which AI agents does aejmic-theory-model 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-theory-model 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-theory-model still maintained?
- The repository was last updated 18 days ago, so aejmic-theory-model is actively maintained.
Skill content
View source on GitHubname: aejmic-theory-model description: Use when the model setup, equilibrium concept, or proof architecture is the bottleneck for an American Economic Journal: Microeconomics (AEJ: Micro) manuscript — the central skill for a theory-first paper. Builds the model to the AEJ: Micro bar (clean, general, well-motivated result); it does not check whether your theorem is correct.
Theory Model & Proof Architecture (aejmic-theory-model)
This is the central skill for AEJ: Micro. The journal is theory-first: the deliverable is a clean, general, well-motivated result — a theorem, characterization, or impossibility — that a broad microeconomics audience finds illuminating. Get the model and the proof right before anything else.
When to trigger
- The primitives (players, actions, information, timing, payoffs) are not yet pinned down
- The equilibrium / solution concept is unstated or mismatched to the question
- A result is conjectured but the proof strategy is unclear or fragile
- You are trading generality against tractability and cannot decide where to cut
- A referee questions which assumption the result actually depends on (then pair with
aejmic-identification)
The AEJ: Micro modeling bar
AEJ: Micro wants the economics to be the point: the model should be the simplest environment in which the mechanism is visible, and the result should travel beyond the example. It sits between JET/GEB (specialist, often maximal generality) and AEJ: Applied (empirical). Aim for a result that a non-specialist micro theorist can state in one sentence and that a specialist finds non-obvious.
1. Model setup — make primitives minimal and motivated
- State players, action sets, information structure, timing, and payoffs explicitly; flag every assumption that is substantive vs. WLOG.
- Prefer the minimal environment that exhibits the mechanism; add structure only when it earns its keep in the result.
- Motivate each non-standard assumption economically (an institution, a friction), not just for tractability.
2. Equilibrium / solution concept — name it and justify it
- Pick the concept that matches the question: Nash / subgame-perfect / sequential / PBE; dominant-strategy or Bayesian incentive compatibility (mechanism design); stability / core (matching, market design); rationalizability or level-k (behavioral).
- State existence and, where it matters, uniqueness (or characterize the equilibrium set). Refinements should be justified, not invoked to rescue a result.
3. Proof strategy — choose the architecture before writing it
- Common architectures: construction (exhibit the object), revelation principle then optimize over direct mechanisms, fixed-point / monotone-comparative-statics (Topkis, single-crossing), duality / LP (information design, Bayesian persuasion), induction on type/stage, variational / first-order arguments, impossibility by contradiction.
- For a characterization, prove both directions; for an optimum, verify the candidate is global (not just a local/first-order point).
4. Generality vs. tractability — decide deliberately
- A finite/binary type space that exposes the mechanism cleanly often beats a continuum that buries it. State the cost: what does the simplification rule out?
- If the general case is the contribution, prove it generally; if the insight is the contribution, prove it where it is cleanest and discuss extension in
aejmic-robustness.
5. Where proofs live
- Short, illuminating proofs (or proof sketches) in the main text; long or routine proofs in the appendix. The main paper should be self-contained for the key results — do not hide a load-bearing proof in supplementary material.
Checklist
- [ ] Primitives stated explicitly; each assumption marked substantive vs. WLOG, with economic motivation
- [ ] Solution concept named, matched to the question, with existence (and uniqueness/characterization where relevant)
- [ ] Main result stated as a numbered Proposition/Theorem in words a non-specialist can parse
- [ ] Proof architecture chosen and stated; candidate optima verified global, both directions of a characterization proved
- [ ] Generality-vs-tractability call made deliberately, with the cost of any simplification stated
- [ ] Key proofs in main text; appendix carries the rest; main paper self-contained
Anti-patterns
- A model loaded with assumptions, several only for tractability, none flagged — the mechanism is invisible
- Asserting an equilibrium without existence, or invoking a refinement only to rescue the result
- "It can be shown that…" standing in for a proof of a load-bearing claim
- Maximal generality that obscures the economic point (reads as JET, not AEJ: Micro), or a one-off example with no result that travels
- A first-order condition presented as if it established a global optimum
Worked vignette: a screening result (illustrative)
A monopolist screens buyers with private values. A weak setup throws in a continuum of types and three frictions at once; the optimal-contract characterization becomes a thicket. The AEJ: Micro move: start with two types, derive the standard "no distortion at the top, downward distortion below" characterization as a clean Proposition, prove it by the relaxed-program-then-verify-monotonicity architecture, then in aejmic-robustness show the continuum case preserves the qualitative result. The two-type model is the simplest environment where the distortion is visible — and the result travels.
Output format
【Model】players / actions / information / timing / payoffs (substantive vs. WLOG flagged)
【Solution concept】[Nash/SPE/PBE/IC/stability/…] + existence/uniqueness
【Main result】Proposition stated in words
【Proof architecture】[construction / revelation+optimize / fixed-point / duality / induction / impossibility]
【Generality call】where proved + cost of any simplification
【Proofs live】main text: [...]; appendix: [...]
【Next step】aejmic-identification (what makes it tight) or aejmic-robustness (extensions)
Supplementary resources
../../resources/worked-examples/01-introduction.md— a theory-paper intro arc (puzzle → model → proposition → driving assumption)../../resources/exemplars/library.md— real AEJ: Micro theory papers by area
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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.
