aaai-artifact-evaluati…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance artifact releases without…
Use when building the novel integrative framework that an Academy of Management Annals (Annals) review must deliver — the theory-advancing "new way of seeing the field" that is the acceptance bar, not a catalog of papers. Designs the spine; it does not gather the literature
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill amann-organizing-framework --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/amann-organizing-frameworkContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when building the novel integrative framework that an Academy of Management Annals (Annals) review must deliver — the theory-advancing "new way of seeing the field" that is the acceptance bar, not a catalog of papers. Designs the spine; it does not gather the literature
name: amann-organizing-framework description: Use when building the novel integrative framework that an Academy of Management Annals (Annals) review must deliver — the theory-advancing "new way of seeing the field" that is the acceptance bar, not a catalog of papers. Designs the spine; it does not gather the literature (amann-literature-synthesis) or appraise evidence balance (amann-evidence-standards).
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.
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.
【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)
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