Pom workflow
Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的 Claude Code/Codex 期刊技能包,从选题、识别策略到表格规范与审稿回复全流程,助你快速发论文。
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill pom-workflowAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
What its author says it does
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Use when deciding which pom-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Production and Operations Management (POM) manuscript. Routes — it does not replace — the specialized skills, and it identifies your method track (analytical / empirical / behavioral / data-science).
SKILL.md
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Production and Operations Management Workflow (pom-workflow)
Overview
This is the router. It does not replace any specialized skill; it tells you which pom- skill to use right now* for your POM manuscript.
Default assumption: unless told otherwise, the target is Production and Operations Management (POM) — the flagship journal of the Production and Operations Management Society (POMS), published by SAGE since January 2024 (previously Wiley-Blackwell), ISSN 1059-1478, twelve issues per year, founded and edited by Kalyan Singhal (University of Baltimore). POM accepts the full breadth of operations management — analytical/mathematical modeling, empirical OM, behavioral/experimental OM, and operations data science — and routes every paper to one of many named Departments (Behavioral Operations, Supply Chain Management, Healthcare Operations, Sustainable Operations, Operations Management Data Analytics, plus interface departments). The non-negotiable bar: the work must be of significant interest to practicing operations managers and make a substantial contribution to knowledge and practice, executed rigorously by whatever method fits.
Editors (verified 2026-06-22 via POMS / SAGE): Kalyan Singhal is founder & Editor-in-Chief and Subodha Kumar is Co-Editor-in-Chief; the department roster and Department Editors rotate. Verify the live masthead and departments at poms.org/journal. POM is hybrid open access on SAGE; the optional Sage Choice/open-access APC and any data-deposit mandate are 待核实 — see
resources/official-source-map.md.
When to trigger
- "What should I do next?" with a half-built POM manuscript
- You have a model or dataset but no clear managerial insight
- You are unsure which Department your paper belongs to
- You received a POM decision letter and need to switch into response mode
- You keep bouncing between model, analysis, and writing without a plan
Routing table
| Current symptom | Next skill |
|---|---|
| Idea is vague; unclear if it is OM and POM-fit; no target Department | pom-topic-selection |
| Model/hypotheses lack a clear mechanism, assumptions, or propositions | pom-theory-development |
| Front end reads as gap-spotting; wrong department's literature engaged | pom-literature-positioning |
| Method may not match the question (model vs data vs experiment) | pom-methods |
| Have proofs/data; unsure about numerics, identification, robustness | pom-data-analysis |
| Results exist but the "so what for the operations manager" is thin | pom-contribution-framing |
| Exhibits cluttered, not self-explanatory, or off house style | pom-tables-figures |
| Prose buries the argument; over the 32-page cap | pom-writing-style |
| Ready to submit; need the ScholarOne + department preflight | pom-submission |
| Want to understand POM department review before/after submit | pom-review-process |
| Received an R&R; need to plan and draft the response | pom-rebuttal |
Default order
pom-topic-selection— lock an OM question, POM fit, and target Departmentpom-theory-development— build the model/mechanism; derive propositions or hypothesespom-literature-positioning— engage the right department's prior OM workpom-methods— match method (optimization/stochastic/game-theory/empirical/behavioral/ML)pom-data-analysis— execute proofs and numerics, or identification, estimation, robustnesspom-contribution-framing— turn results into a managerial-and-knowledge contributionpom-tables-figures— finalize exhibits (result tables, comparative-statics plots, schematics)pom-writing-style— full-manuscript polish; enforce 32-page cap and e-companion splitpom-submission— ScholarOne preflight (department routing, double-blind, same-data disclosure)pom-review-process— set expectations; understand the no-resubmission rulepom-rebuttal— after an R&R, revise then draft the point-by-point response
pom-tables-figuresandpom-writing-styleare late-stage polish. Do not invoke them while the model, identification, or managerial insight is still unsettled.
Decision shortcuts
- "I have an elegant model but no managerial takeaway" →
pom-topic-selectionthenpom-contribution-framing - "Which department do I submit to?" →
pom-topic-selection - "My intro says 'no one has modeled X'" (gap-spotting) →
pom-literature-positioning - "Reviewer says insight is not relevant to practice" →
pom-contribution-framing - "I am 6 pages over the 32-page cap" →
pom-writing-style(move proofs to the e-companion) - "I was rejected — can I resubmit to another department?" →
pom-review-process(almost never)
Routing snapshot template
Fill this snapshot at every planning checkpoint; it makes the current stage, the department route, and the hard constraints visible before you invoke the next skill.
POM MANUSCRIPT ROUTING SNAPSHOT — fill in before invoking the next pom-* skill
==============================================================================
Working title ...........: <concise, descriptive, <= 25 words>
Method track ............: [ ] analytical/mathematical model [ ] empirical OM
[ ] behavioral/experimental [ ] operations data science
Target Department .......: <e.g., Supply Chain Management / Behavioral Operations /
Healthcare Operations / Sustainable Operations /
Operations Management Data Analytics / interface dept.>
(verify live roster at poms.org/journal before submitting)
Operations decision .....: <who decides what, under which constraints>
Managerial lever ........: <what a practicing operations manager does differently>
------------------------------------------------------------------------------
STAGE GATES — mark exactly one CURRENT; earlier gates must be DONE
1. [ ] Question, POM fit, department locked .......... pom-topic-selection
2. [ ] Mechanism / propositions or hypotheses built ... pom-theory-development
3. [ ] Department's prior OM literature engaged ....... pom-literature-positioning
4. [ ] Method matched to the question ................. pom-methods
5. [ ] Proofs/numerics or identification/robustness ... pom-data-analysis
6. [ ] Knowledge + practice contribution framed ....... pom-contribution-framing
7. [ ] Exhibits finalized ............................. pom-tables-figures
8. [ ] Prose polished; page cap enforced .............. pom-writing-style
9. [ ] ScholarOne preflight cleared ................... pom-submission
10. [ ] Decision letter interpreted .................... pom-review-process
11. [ ] R&R response drafted after revising ............ pom-rebuttal
------------------------------------------------------------------------------
HARD CONSTRAINTS — all must hold before gate 9
[ ] Main document within 32 pages incl. abstract, exhibits, appendices, refs
[ ] Overflow (proofs, derivations, extended robustness) -> e-companion file
[ ] Double-blind: identity scrubbed from files, metadata, self-citations
[ ] Same-data / related prior work listed for the cover-letter disclosure
[ ] Not a barred resubmission (no prior POM rejection without invitation)
Portal: ScholarOne — mc.manuscriptcentral.com/poms
------------------------------------------------------------------------------
PRACTICE GATE — POM's non-negotiable bar
Significant interest to practicing operations managers ....: yes / not yet
Substantial contribution to knowledge AND practice ........: yes / not yet
If either reads "not yet", route to pom-contribution-framing before polish.
Difference vs. M&SOM / Management Science / JOM stacks
- POM: POMS/SAGE flagship; department-routed; rigor and practicing-manager relevance weighted together; 32-page cap with an unlimited online e-companion.
- M&SOM / Management Science (INFORMS): different limits and norms; not department-letter-routed the same way.
- JOM / IJOPM: often more empirical/process-oriented; different publishers and formats.
Anti-patterns
- Do not submit without choosing a Department — misrouting wastes a cycle.
- Do not let
pom-tables-figuresbeautify exhibits before the model is settled. - Do not treat polish as a substitute for managerial relevance — POM's practice gate cannot be styled away.
- Do not plan a resubmission of a rejected paper to another department; it is barred unless explicitly invited.
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.