issta-topic-selection
GitHub辅助判断软件工程项目是否适合投稿ISSTA。通过对比ICSE、FSE、ASE等会议，评估贡献是否为测试/分析技术核心，并指导论文框架优化。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill issta-topic-selection -g -y
SKILL.md
Frontmatter
{
"name": "issta-topic-selection",
"description": "Use when deciding whether a project is a strong ISSTA fit versus ICSE, FSE, ASE, ICST, PLDI\/CAV, or an SE journal, identifying whether the contribution is a testing\/analysis technique, characterizing its evaluation shape, and sharpening the framing before writing begins."
}
ISSTA Topic Selection
Use this before writing. ISSTA is the venue for techniques that test or analyze software — that find, characterize, or reason about program behaviour and defects — evaluated on real subjects. The routing decision is mostly about whether that is the core of the contribution, or an ingredient in something broader.
Fit test
- Prefer ISSTA when the contribution is a testing or analysis technique: test generation, fuzzing, symbolic or concolic execution, static/dynamic analysis, fault localization, program-repair evaluation, sanitizers, or an empirical study about testing and analysis.
- Route to ICSE or FSE when the contribution is broader software engineering: requirements, design, process, developer studies, or a technique whose testing angle is secondary. These are the general SE flagships; ISSTA is the testing/analysis specialist.
- Route to ASE when the core is automation of an SE task and the testing/analysis content is a means rather than the end.
- Route to ICST when the work is testing-focused but a better fit for a testing-specific audience, or is more applied/industrial than ISSTA's research-track bar.
- Route to PLDI, POPL, or CAV/TACAS when the contribution is primarily a language/analysis foundation or a verification result, and the empirical bug-finding evaluation is secondary.
- Route to an SE journal (TSE, TOSEM, EMSE) when the work needs journal-length exposition or is an extended empirical study beyond a conference's scope.
Fit signal table
| Signal in the project | ISSTA reading |
|---|---|
| A technique that finds bugs / analyzes behaviour, evaluated on real subjects | Core fit — the house genre |
| A shared benchmark or testing infrastructure others will reuse | Core fit (see Defects4J lineage) |
| A rigorous empirical study of a testing/analysis technique class | Core fit — evaluation is a contribution |
| A broad SE process, requirements, or human-factors result | Better at ICSE or FSE |
| A formal analysis/verification result with a thin empirical side | Better at PLDI/POPL or CAV |
| A tool-automation contribution where testing is incidental | Better at ASE |
Vignette: where a repair project goes
A project produces an automated program-repair technique with a new patch-ranking method and an evaluation on Defects4J. ISSTA reading: strong fit — a testing/analysis technique with a real benchmark and a bug-finding-adjacent evaluation. Reframe it as a study of why existing repair tools produce incorrect patches and it is still ISSTA (an evaluation contribution). Turn it into a formal soundness result about the repair calculus with little empirical evaluation, and PLDI or CAV becomes the better home; grow it into a broad process for integrating repair into developer workflows, and ICSE fits better.
Sharpening moves before committing
- Name the technique and the property it targets. If the core is not a testing/analysis technique or a study of one, the ISSTA framing does not exist.
- Confirm an established benchmark exists or can be built; an evaluation a reviewer cannot compare to prior work is a quiet fit failure here.
- Check the evaluation can be run at a fair, equal budget against the nearest tool — ISSTA's comparison bar is high.
- Topic emphasis drifts between editions; scan the current call's topics of interest before final routing.
Is the core a technique that tests or analyzes software,
evaluated on real subjects against a fair baseline?
yes -> ISSTA is a strong candidate
broader SE / process / human factors -> ICSE / FSE
automation-first -> ASE ; testing-applied -> ICST
formal / verification-first -> PLDI / POPL / CAV
Output format
[Fit] strong ISSTA / possible ISSTA / better elsewhere
[Best venue] ISSTA / ICSE / FSE / ASE / ICST / PLDI / CAV / journal
[Contribution sentence] <one sentence naming technique + property>
[Top rejection risk] <originality / evaluation / comparison / scope>
[Next action] <technique work, benchmark choice, framing, or venue switch>
Version History
- 9f86f09 Current 2026-07-19 16:06
