本文へ移動
cccskills
無料GitHub で公開

amann-organizing-framework

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).

インストール方法を見る

含まれるファイル(1)

  • SKILL.md5.5 KB

SKILL.md(原文)

インストールする前に、エージェントに与えられる指示の中身を確認できます。

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 typeOrganizes the field byBest when
Typology / taxonomymutually-exclusive categories of mechanism, form, or approachthe field is fragmented into incommensurable camps
Process / stage modela temporal or causal sequence (how a phenomenon unfolds)the literature studies pieces of one process in isolation
Integrating constructa higher-order concept that subsumes scattered variablesmany parallel constructs are really facets of one thing
Dialectic / reconciliationthesis–antithesis–synthesis across rival positionsa live debate has hardened into camps that talk past each other
Multi-level architectureindividual ↔ team ↔ organization ↔ field linkagesthe 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

【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)

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

同じリポジトリのスキル

概要と使いどころ

Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance artifact releases without violating double-blind or immutable-supplement rules.

日本語の概要は準備中です。原文の説明を表示しています。

brycewang-stanford/Awesome-Journal-Skills1,2482026年9月27日 更新

Use when drafting an AAAI author response (rebuttal) under the single short character-limited author-feedback window, the no-URL rule, no-new-results guidance, AI-generated-review handling, and the AAAI two-phase review process where Phase-2 papers receive one feedback round before SPC/AC discussion.

日本語の概要は準備中です。原文の説明を表示しています。

brycewang-stanford/Awesome-Journal-Skills1,2482026年9月27日 更新

Use when preparing an accepted AAAI paper for camera-ready source submission to AAAI Press, including proceedings page limits, two-column template compliance, copyright transfer, purchased extra technical pages, deanonymization, registration, oral or poster presentation, and final public artifact release.

日本語の概要は準備中です。原文の説明を表示しています。

brycewang-stanford/Awesome-Journal-Skills1,2482026年9月27日 更新

Use when designing or auditing AAAI experiments for the broad-AI program committee, including baselines, ablations, statistical significance, robustness, human evaluation, AI-for-Social-Impact and alignment/safety evidence, compute and cost reporting, and reproducibility-checklist alignment for Phase-1 survival.

日本語の概要は準備中です。原文の説明を表示しています。

brycewang-stanford/Awesome-Journal-Skills1,2482026年9月27日 更新

Use when positioning an AAAI paper's novelty against archival work, contemporaneous arXiv or workshop papers, and AAAI/IJCAI/NeurIPS/ICML/ICLR neighbors across the broad AI scope, while staying inside AAAI's dual-submission and AI-as-source policy constraints and writing a related-work section legible to non-specialist reviewers.

日本語の概要は準備中です。原文の説明を表示しています。

brycewang-stanford/Awesome-Journal-Skills1,2482026年9月27日 更新

Use when strengthening an AAAI paper's reproducibility checklist (placed after references), experimental traceability, seed and hyperparameter reporting, compute and cost disclosure, dataset access and licensing, code/data ZIP readiness, and the claim-to-evidence map that Phase-1 reviewers use to judge rigor across AAAI's broad AI scope.

日本語の概要は準備中です。原文の説明を表示しています。

brycewang-stanford/Awesome-Journal-Skills1,2482026年9月27日 更新

brycewang-stanford のスキルをすべて見る

このスキルの問題を報告する