---
name: brycewang-stanford/amann-organizing-framework
source: https://app.decimal.ai/s/brycewang-stanford-amann-organizing-framework@1/SKILL.md
source_sha256: 2be903c1aec0
---

# Organizing Framework — the Acceptance Bar (amann-organizing-framework)

## When to trigger

- The coding matrix is built but the draft would read like a list of papers
- Sections are named after sub-topics ("Antecedents", "Outcomes") rather than ideas
- You cannot state in one sentence the *new way of seeing the field* the review delivers
- A reader could not predict why streams are grouped as they are, or what the review *argues*

## Why the framework is the whole game at Annals

Annals is "reviews with an attitude": it does not reward accurate summary, it rewards **theory advancement through synthesis**. The acceptance bar is whether the review **imposes an organizing logic the field did not have** — a typology, a process model, an integrating construct, a reconciliation of rival camps — that makes scattered work legible and generates a research agenda. The framework *is* the contribution; the citations are the evidence. This is what separates Annals from a descriptive review and from its sibling AMR, where new theory stands alone rather than emerging from a literature. Choose the spine deliberately:

| Spine type | Organizes the field by | Best when |
|-----------|------------------------|-----------|
| **Typology / taxonomy** | mutually-exclusive categories of mechanism, form, or approach | the field is fragmented into incommensurable camps |
| **Process / stage model** | a temporal or causal sequence (how a phenomenon unfolds) | the literature studies pieces of one process in isolation |
| **Integrating construct** | a higher-order concept that subsumes scattered variables | many parallel constructs are really facets of one thing |
| **Dialectic / reconciliation** | thesis–antithesis–synthesis across rival positions | a live debate has hardened into camps that talk past each other |
| **Multi-level architecture** | individual ↔ team ↔ organization ↔ field linkages | the literature is siloed by level of analysis |

Pick **one** primary spine; a second axis can be a within-section ordering, but a review with two competing spines reads as two reviews.

## The test of a framework that clears the bar

- **Generative:** it *predicts where the gaps are* — empty cells become the future-research agenda Annals demands, not omissions.
- **Reconciling:** apparent contradictions become *explained* (studies disagree because they sit in different cells, different levels, or theorize different constructs).
- **Integrative:** it makes previously siloed streams speak to each other, not just sit side by side.
- **Portable:** a reader can restate the spine after one read and slot a new paper they encounter into it.
- **Has attitude:** it takes a position — names what the field got wrong, what it over-studied, what it ignored — rather than neutrally cataloging.

Stress-test by placing 5 hard cases (papers that resist categorization). If three have no home, the spine is wrong — redesign before drafting.

> The framework is also what lets the review be *selective without being incomplete*: once each cell is defined, confirmatory work is cited in clusters within its cell while the prose discusses only the cell-defining studies. A review without a spine must either summarize everything (bloat) or omit silently (gaps). Design the spine before deciding what to foreground.

## Checklist

- [ ] One primary spine chosen (typology / process / integrating-construct / dialectic / multi-level)
- [ ] The review's one-sentence *new way of seeing the field* is written
- [ ] Every category traces to coded matrix rows (no empty rhetorical buckets)
- [ ] The framework reconciles at least one live contradiction or debate in the field
- [ ] Empty cells are surfaced as the *future-research agenda* (generativity)
- [ ] The framework takes a position (the Annals "attitude"), not a neutral tour
- [ ] 5 hard-case papers each have a natural home
- [ ] Section headings name *ideas/mechanisms*, not "antecedents / outcomes / moderators"
- [ ] A non-specialist could restate the spine and slot a new paper into it

## Anti-patterns

- The annotated bibliography: stream-by-stream summaries with no integrating idea (the cardinal Annals reject)
- The "antecedents–outcomes–moderators" skeleton dressed up as a framework (it organizes nothing)
- A typology whose categories overlap so every paper is cited in three cells
- Two competing spines fighting for control of the same review
- A framework so bespoke only the author can apply it (not portable)
- A descriptive map with no agenda and no position — coverage without the "attitude"

## Output format

```text
【Spine type】typology / process / integrating-construct / dialectic / multi-level
【New way of seeing the field】"<one sentence the review argues>"
【Categories】<the cells / stages / levels, each MECE>
【Reconciliation】<which contradiction or debate the framework explains>
【Future-research agenda】<empty cells surfaced as the agenda>
【Attitude】<the position the framework takes — what the field got wrong/missed>
【Hard-case test】5 awkward papers each placed? Y/N
【Next skill】→ amann-evidence-standards (fill cells with appraised, balanced evidence)
```