Cav writing style
Skill brycewang-stanford/Awesome-Journal-Skills/CAV-Skills/skills/cav-writing-style
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 cav-writing-styleAssembled 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
Copied from the file, not written here
Use when revising a CAV (Computer Aided Verification) paper for a precise verification contribution on the first page, an explicit soundness/completeness statement, theorem-and-proof discipline in the LNCS page budget, fair benchmark claims, honest scope and limits, and double-blind wording for the anonymized categories.
SKILL.md
5.4 KB, as published. Nobody here has run it
CAV Writing Style
Use this when revising the main paper. CAV papers are Springer LNCS chapters read by verification researchers, so they need a precise verification contribution stated on the first page and a formal guarantee a reviewer can check. The failure this skill prevents is a technically fine paper that reads like a systems demo or a heuristic with a benchmark table but no stated property.
Revision rules
- Lead with the verification contribution and its guarantee: the problem (what property, of what system), why current methods fall short, the contribution (technique and/or tool), what is formally guaranteed (soundness, completeness, an equisatisfiability/refinement claim), the benchmark evidence, and the scope.
- State the formal claim precisely. Name the property, the assumptions, and the theorem. A paper whose "contribution" is only "faster on benchmarks" with no guarantee reads as a tool note, not a Regular Paper.
- Give proofs their place. Key proofs go in the body; long proofs may go to a clearly-marked
appendix — but reviewers are not obliged to read appendices, so the proof idea must be in the
body (see
cav-supplementary). - Make benchmark claims falsifiable. Every empirical claim names the benchmark set (with
revision), the baseline tools and versions, and the resource limits (time/memory) — adjectives
like "significantly faster" without these are not evidence (see
cav-experiments). - State scope and limits as your own, not as a closing apology. Say which logics, system sizes, or property classes the method covers and where it stops. Over-claimed generality is the fastest way to lose a verification reviewer's trust.
- Maintain double-blind wording for Regular and Application papers: anonymize self-citations, the tool/solver name, benchmark paths, acknowledgements, and repository links. (Tool and Industrial papers are not anonymized.)
Verification-paper skeleton
| Section | Job it must do | Common failure |
|---|---|---|
| Intro | Problem, inadequacy, contribution, the guarantee, benchmark preview, scope — first page | Leads with "SMT/model checking is important," not a precise problem |
| Preliminaries | The formal setting: logic, semantics, the property class | Notation dumped without motivating the model |
| Approach | The technique/algorithm, stated so it can be re-implemented | Algorithm described too thinly to reproduce |
| Correctness | The theorem(s) and proof idea; soundness/completeness | A "clearly sound" claim with no argument |
| Evaluation | Benchmarks, baselines, resource limits, per-instance data | "Strong results" with no set revision or limits |
| Related work | Delta-first positioning against the verification literature | Citation catalog with no contrast |
Sentence-level rewrites
| Draft pattern | CAV-safe rewrite |
|---|---|
| "Our tool is significantly faster." | "solves N previously-timed-out instances and reduces mean time by X% on the fixed-revision <set> under a 20-min/8-GB limit vs. <tool vA.B>" |
| "Our method is sound." | "Theorem 1: the procedure preserves equisatisfiability under <assumptions>; proof in §4 (full proof, App. A)" |
| "We evaluate on standard benchmarks." | "We evaluate on the <division> of <benchmark set, revision R>, listed in the artifact" |
| "Our approach scales." | "runs to completion on instances up to <size/metric>; beyond that, <stated limit>" |
| "The solver handles all cases." | Claim scoped to the logic/theory and property class actually supported |
Correctness-and-scope discipline
[Guarantee] name the property (sound? complete? terminating?) and the assumptions it needs
[Proof] proof idea in the body; full proof in the body or a clearly-marked appendix
[Checkability] where possible, emit a witness/certificate a reviewer can independently check
[Scope] state the logics/theories/system-sizes/property-classes covered — and the boundary
-> put the limit next to the claim, not only in a closing paragraph
Vignette: compressing a technique-plus-tool paper
A draft with a long preliminaries section, three theorems, and a sprawling evaluation: keep the motivating problem and the main soundness theorem with its proof idea in the body; move two supporting lemmas' full proofs and the per-instance benchmark table to the appendix/artifact with explicit forward references; keep the headline benchmark comparison (with limits) in the body. The test of a good cut: a reviewer should be able to answer "what is guaranteed, and how much faster/more capable is it, under what budget?" from the body alone.
Output format
[Writing diagnosis] clear / no-stated-guarantee / over-claimed / unfalsifiable-benchmarks / over-scoped
[First-page fix] <new framing leading with the contribution and its guarantee>
[Claim audit] <claim -> theorem or benchmark evidence -> where -> falsifiable? yes/no>
[Scope fix] <the boundary to state next to the claim>
[Anonymity edits] <tool/solver names / self-citations / benchmark paths to rewrite (if anonymized)>