arecon-organizing-framework
GitHub为年度经济学评论构建分析框架，将文献列表转化为领域论点。通过设计分类、模型或问题序列等结构，解决文献罗列问题，确保逻辑连贯且对非专家友好，是提升综述质量的核心步骤。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arecon-organizing-framework -g -y
SKILL.md
Frontmatter
{
"name": "arecon-organizing-framework",
"description": "Use when imposing an analytical structure or taxonomy on a literature for an Annual Review of Economics (ARE) review — the \"spine\" that turns a reading list into an argument about the field. Designs the framework; it does not gather the literature (arecon-literature-synthesis) or appraise evidence and balance (arecon-evidence-standards)."
}
Organizing Framework — the Review's Spine (arecon-organizing-framework)
When to trigger
- The evidence matrix is built but the draft would read like a list of papers
- Sections are named after topics ("Empirical studies", "Theoretical work") rather than ideas
- A reader could not predict what comes next or why papers are grouped as they are
- You cannot state in one sentence the argument the review makes about the field
Why the spine is the whole game at ARE
The most-cited reason review articles fail is that they are annotated bibliographies: paper-after-paper summaries with no organizing idea. A great ARE review imposes a structure the field did not have — a taxonomy, a unifying framework, a sequence of questions, or a simple model — that makes scattered work legible to an economist from an adjacent field. The framework is the contribution; the citations are the evidence. ARE's accessibility mandate raises the bar further: the spine must be graspable by a non-specialist on one read. Choose it deliberately:
| Spine type | Organizes the field by | Best when |
|---|---|---|
| Taxonomy | mutually-exclusive categories of mechanism/approach | the field is fragmented into incommensurable camps |
| Unifying model | a simple framework whose parameters index the studies | results disagree because they estimate different parameters of one structure |
| Question sequence | a logical chain of sub-questions | the field has a natural "first know X, then Y" order |
| Chronological/paradigm | how thinking evolved and why | the evolution of ideas is itself the lesson |
| Methods spectrum | from least to most credible designs | the review's value is appraising what is actually known |
Pick one primary spine; a second axis can order papers within a section, but a review with two competing spines reads as two reviews.
The test of a good framework
- Exhaustive + exclusive (MECE-ish): every important paper has exactly one natural home, and categories do not bleed.
- Generative: the framework predicts gaps — empty cells are open questions, not omissions (ARE prizes the forward-looking agenda).
- Reconciling: apparent contradictions become explained (studies disagree because they sit in different cells / estimate different objects).
- Portable: an adjacent economist can restate the spine after one read and slot a new paper into it.
Stress-test by placing 5 hard cases (papers that resist categorization). If three have no home, the spine is wrong — redesign before drafting.
The spine is also what lets an ARE review be selective without being incomplete: once each cell is defined, confirmatory studies can be cited in clusters within their cell while the prose discusses only the cell-defining work. This is how you honor coverage and the ~25–40-page accessibility envelope at once (检索于 2026-06；以官网为准). Design the spine before deciding what to foreground.
Checklist
- One primary spine chosen (taxonomy / model / question-sequence / paradigm / methods)
- The review's one-sentence argument about the field is written
- Every category traces to evidence-matrix rows (no empty rhetorical buckets)
- The framework reconciles at least one apparent contradiction in the literature
- Empty cells surfaced as open questions (generativity — the future agenda)
- 5 hard-case papers each have a natural home
- Section headings name ideas/mechanisms, not "theoretical vs. empirical"
- An adjacent (non-specialist) economist could restate the spine and slot a new paper into it
Anti-patterns
- The annotated bibliography: paper-by-paper summaries with no organizing idea (the cardinal review sin)
- Sections named "Theory", "Evidence", "Other" — categories that carry no analytical content
- A taxonomy whose categories overlap so every paper is cited three times in three places
- Two competing spines fighting for control of the same review
- A framework so bespoke only the author can apply it (fails ARE's accessibility test)
- Hiding the contribution: never stating, in one sentence, what the review argues about the field
Output format
【Spine type】taxonomy / unifying-model / question-sequence / paradigm / methods-spectrum
【Argument about the field】"<one sentence the review makes>"
【Categories】<the cells / sub-questions, each MECE>
【Reconciliation】<which contradiction the framework explains>
【Open questions】<empty cells surfaced as the future agenda>
【Hard-case test】5 awkward papers each placed? Y/N
【Accessibility】an adjacent economist can restate the spine? Y/N
【Next step】→ arecon-evidence-standards (appraise study credibility + balance the cells fairly)
Version History
- 1839142 Current 2026-07-05 12:24
