From pom-skills
Executes and reports analysis for Production and Operations Management manuscripts: proofs, numerical studies, empirical identification, and operational validation.
How this skill is triggered — by the user, by Claude, or both
Slash command
/pom-skills:pom-data-analysisThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- The model is built or the data are collected and it is time to produce results
For optimization, stochastic, and game-theoretic work, the "analysis" is proof plus numerical illustration:
Treat this skill as an executable review pass, not a prose hint. First lock the operational decision, the performance metric, and the implementable lever; then judge whether the current manuscript answers the venue's real reader: POM reviewers who want operational insight tied to production, service, supply-chain, or platform decisions.
claim / evidence / risk / manuscript location rows, so the next agent can edit rather than rediscover the issue.resources/official-source-map.md has been checked for volatile rules and the manuscript has one concrete fix for the largest venue-specific risk.【Analysis type】analytical-proof / causal / experiment / simulation / predictive
【Core result】policy structure / estimate / treatment effect / decision gain
【Main threat】proof gap / identification / leakage / measurement / power
【Managerial magnitude】effect in operational units (cost, fill rate, wait time)
【e-companion】proofs / extra analyses moved online
【Next step】pom-contribution-framing
npx claudepluginhub brycewang-stanford/awesome-journal-skills --plugin pom-skillsSelects or audits the method for a POM manuscript: analytical modeling, empirical identification, behavioral experiments, simulation, or operations data science. Matches method to the operations question.
Executes and reports analysis for M&SOM manuscripts: proves structural results, runs numerical studies, estimates effects, and ensures replicability per INFORMS policy.
Executes and reports analysis for Management Science manuscripts: proves analytical results or estimates/validates empirical models, with replication package preparation.