Individual skill

sigmetrics-writing-style

Use when revising an ACM SIGMETRICS paper for a rigorously stated performance contribution on the first page, explicit modeling assumptions and their validity, theorems paired with numerical/empirical validation, evidence proportional to the claim, double-anonymous wording, and disciplined use of the 20-page single-column acmsmall budget.

SIGMETRICS-Skills/skills/sigmetrics-writing-style/SKILL.md

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# SIGMETRICS Writing Style

Use this when revising the main paper. SIGMETRICS papers are POMACS journal articles read by
performance-evaluation specialists, so they need a **precise performance contribution stated on the
first page** and claims a reviewer can *check*. The failure this skill prevents is a paper that
reads like a systems demo (numbers, no model) or a theory paper with no systems relevance
(theorems, no validation).

## Revision rules

- **Lead with the performance contribution, stated rigorously:** the systems-performance problem, a
  precise metric (mean vs. tail latency, throughput, regret, energy), why current models/policies
  fall short, the contribution (a model, policy, methodology — ideally with a proven bound), the
  validation, and what changes for real systems.
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