Individual skill
vldb-writing-style
Use when revising a PVLDB paper's prose, covering the page-one contract for systems readers, scoping performance claims to measured regimes, stating design trade-offs instead of hiding them, terminology and notation discipline across a 12-page budget, and the tone VLDB's builder-reviewers reward.
VLDB-Skills/skills/vldb-writing-style/SKILL.md
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# VLDB Writing Style
Use this during revision passes. The PVLDB reader is a systems builder
deciding, inside the first page, whether your design decision is worth their
evening. Style at this venue is not ornament — it is claim hygiene.
## The page-one contract
By the end of page one the reader must know:
1. **The workload that breaks current systems** — concrete, not "growing data
volumes."
2. **The design decision** — the bet your system makes that others do not.
3. **What was built** — real system, extension of a named engine, or