aaai-artifact-evaluati…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance…
Use when the theoretical argument and hypotheses are the bottleneck for an Academy of Management Journal (AMJ) manuscript — building a mechanism and deriving testable hypotheses a priori. Constructs the theory; it does not run the analysis (amj-data-analysis) or write the final
Claude Code
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill amj-theory-development --agent claude-code
Codex
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amj-theory-development -a codex -y
Cursor
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amj-theory-development -a cursor -y
Gemini CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amj-theory-development -a gemini-cli -y
GitHub Copilot
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amj-theory-development -a github-copilot -y
OpenCode
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amj-theory-development -a opencode -y
Windsurf
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amj-theory-development -a windsurf -y
name: amj-theory-development description: Use when the theoretical argument and hypotheses are the bottleneck for an Academy of Management Journal (AMJ) manuscript — building a mechanism and deriving testable hypotheses a priori. Constructs the theory; it does not run the analysis (amj-data-analysis) or write the final contribution paragraph (amj-contribution-framing).
AMJ does not publish atheoretical work — its mission is "to publish empirical research that tests, extends, or builds management theory." Every hypothesis must be **derived from an articulated theoretical mechanism**, written *before* the results are known. The argument should make a reader feel they understand *why* the effect occurs and *under what conditions* it strengthens or reverses.
For **theory-building** (typically qualitative) papers, AMJ does *not* expect a priori hypotheses; it expects a grounded model with emergent propositions. Eisenhardt and Graebner's AMJ guidance on building theory from cases is the canonical exemplar for how rich data become crisp constructs and propositions — do not force such a study into a hypothetico-deductive template.
For each hypothesis, write the explicit chain — do not skip steps:
1. **Antecedent** — the predictor and why it matters in this context. 2. **Mechanism** — the theoretical process linking antecedent to outcome (e.g., social exchange, signaling, attention allocation, identity threat, resource dependence). Name the theory and the process verb (motivates, signals, depletes, legitimates). 3. **Outcome** — the dependent construct, defined at a stated level of analysis. 4. **Direction & form** — sign, and whether linear, curvilinear, or threshold. 5. **Boundary** — the moderator(s) and the theoretical reason the mechanism is stronger/weaker.
State the level of analysis explicitly (individual, team, firm) and keep the theory at the level where the mechanism operates; flag cross-level mediation as such.
【Focal theory】... (process verb: ...) 【H1 (focal effect)】antecedent → mechanism → outcome; direction/form; level 【H2 (mechanism/mediation)】... 【H3+ (boundary/moderation)】... reason the slope changes 【Rival explanation addressed】... 【HARKing check】hypotheses fixed before analysis? yes/no 【Model figure】matches hypotheses one-to-one? yes/no 【Next step】amj-literature-positioning, then amj-methods
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