agentsclimarketplace

Issta topic selection

Skill brycewang-stanford/Awesome-Journal-Skills/ISSTA-Skills/skills/issta-topic-selection

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.From its SKILL.md

Install
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill issta-topic-selection

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

4.3 KB, 933 tokens by cl100k_base, as published. Nobody here has run it

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 projectISSTA reading
A technique that finds bugs / analyzes behaviour, evaluated on real subjectsCore fit — the house genre
A shared benchmark or testing infrastructure others will reuseCore fit (see Defects4J lineage)
A rigorous empirical study of a testing/analysis technique classCore fit — evaluation is a contribution
A broad SE process, requirements, or human-factors resultBetter at ICSE or FSE
A formal analysis/verification result with a thin empirical sideBetter at PLDI/POPL or CAV
A tool-automation contribution where testing is incidentalBetter 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>

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

Skills are one crate of 325,949. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.