cav-topic-selection
GitHub指导用户根据项目特征选择正确的学术发表渠道（如CAV、TACAS等）及论文类别。通过对比验证技术、工具实现或应用领域的特点，帮助用户判断是否适合CAV旗舰会议，避免误投至编程语言或纯工程类会议，确保投稿匹配度。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cav-topic-selection -g -y
SKILL.md
Frontmatter
{
"name": "cav-topic-selection",
"description": "Use when deciding whether a formal-methods project belongs at CAV (Computer Aided Verification) or should be routed to TACAS, FMCAD, VMCAI, LPAR\/IJCAR, POPL\/PLDI\/OOPSLA, or a journal (FMSD\/JAR\/TOCL), and when choosing the right CAV category — Regular, Short Tool, Short Application, or Industrial Experience & Case Study."
}
CAV Topic Selection
Decide the venue and the category before drafting. CAV — the International Conference on Computer Aided Verification — is the flagship venue for computer-aided formal analysis of hardware and software systems: model checking, SMT and theorem proving, program analysis and synthesis, and their tools. Its papers are Springer LNCS chapters read by verification researchers, so reviewers reward a durable verification contribution with a stated guarantee, not a systems demo or an ML result with a verification label attached.
Two decisions, not one
At CAV you choose both a venue (CAV vs. its siblings) and a category (Regular vs. Tool vs. Application vs. Industrial). Get the venue right first, then the category — a strong tool filed as a Regular Paper, or a technique squeezed into a 10-page tool paper, wastes the fit.
Sibling-venue routing table
| Signal in your project | Better home | Why |
|---|---|---|
| A general verification technique/algorithm with a soundness/completeness result, mature enough for the flagship | CAV | Flagship scope; the Regular-Paper archetype |
| Emphasis on tools, algorithms, and their construction/analysis, or you want the ETAPS calendar | TACAS | Tools and Algorithms for the Construction and Analysis of Systems; overlaps heavily but is a distinct venue |
| Hardware-oriented or applied model checking, or a formal-methods-in-design focus | FMCAD | Formal Methods in Computer-Aided Design |
| Verification, model checking, and abstract interpretation with a foundations flavor, often earlier-stage | VMCAI | Verification, Model Checking, and Abstract Interpretation |
| Automated/interactive theorem proving or logic-focused | IJCAR / LPAR / ITP / CADE | Reasoning and proof communities |
| The core is a programming-language semantics, type system, or PL analysis | POPL / PLDI / OOPSLA | PL venues; verification is a means, not the contribution |
| The study is too long or too deep for the page limit | FMSD / JAR / TOCL / STTT | Journals with no conference page ceiling |
CAV and TACAS overlap the most; the honest tie-breakers are the calendar (CAV is annual in mid-year, often under FLoC or standalone; TACAS runs at ETAPS in spring) and community pull for your subarea. A strong paper is publishable at either — route to the nearer honest fit.
Contribution shapes CAV rewards
- Technique / algorithm with a guarantee — a new decision procedure, model-checking algorithm, abstraction, invariant-synthesis method, or proof technique, with a stated soundness/completeness property and evidence it scales past prior methods (the CEGAR / interpolation lineage).
- Tool paper — a usable, downloadable verification tool (solver, model checker, prover, analyzer) evaluated on standard benchmarks, with the engineering foregrounded (the CVC4 / Marabou lineage).
- New application domain — bringing a hard real problem into verification's scope with a real technique (the neural-network-verification lineage).
- Application / case study / industrial experience — applying verification to a concrete system and reporting what worked, what did not, and what generalizes.
The re-label and swap tests
Two quick tests sharpen a borderline verdict:
- Guarantee test: does your contribution come with a formal property (soundness, completeness, an equisatisfiability or refinement claim)? If the "result" is only a benchmark score with no guarantee, it may be a tool note (TACAS) or a heuristic paper, not a CAV Regular Paper.
- Re-label test: could this paper be submitted to FMCAD or VMCAI unchanged and read as native there? If its heart is hardware-design methodology or early-stage abstract interpretation, route accordingly; CAV rewards the general, flagship framing.
Category-selection cues (once CAV is chosen)
[Regular] a technique/algorithm + proof + benchmark evaluation -> 18 pages, anonymized
[Short Tool] a downloadable tool; the contribution is the usable system -> 10 pages, NOT anonymized
[Short App] verification applied to a specific problem, technique-light -> 10 pages, anonymized
[Industrial] a real/industrial deployment experience or case study -> 10 pages, NOT anonymized
If you have both a technique and a tool, the usual move is a Regular Paper that describes the technique with the tool as its evaluation vehicle — reserve the Tool Paper for when the system itself is the contribution.
Cheap reconnaissance before committing
[Scope] scan the last two CAV programs (dblp, i-cav.org) for your subarea
-> 3+ recent papers = a reviewer pool exists; 0 = opening or mismatch
[Benchmarks] is there a standard benchmark set (SV-COMP, SMT-COMP, HWMCC, VNN-COMP) reviewers expect?
-> yes and you did not use it => reframe or add it before submitting
[Calendar] compare the next CAV deadline with TACAS/FMCAD/VMCAI dates -> route to the nearest
honest fit rather than idling a cycle
Decision procedure
[Audience] who acts differently if the claim holds? -> verification-tool builders/users/theorists?
[Claim type] technique-with-guarantee / tool / application / industrial experience
[CAV vs sibling] both fit? -> choose by calendar, community pull, and hardware/PL/logic tilt
[Category] technique+proof -> Regular; usable system -> Tool; applied -> Application/Industrial
[Verdict] CAV <category> / sibling venue / journal, with a one-line reason
Run this before the writing skills; a wrong venue or category decision wastes every later step.
When the verdict is CAV, continue with cav-workflow for the calendar and cav-writing-style for
the paper shape.
Version History
- 9f86f09 Current 2026-07-19 14:38
