A skill your agent uses when positioning an ISSTA submission against the testing and analysis literature, covering the sibling venues (ICSE, FSE, ASE, ICST, PLDI, CAV), delta-first framing against…

MITAuto-check passedResearch & Science

Install Issta Related Work

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill issta-related-work -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills issta-related-work --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ISSTA-Skills/skills/issta-related-work .claude/skills/issta-related-work && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
issta-related-work
GitHub stars
1.2k
Token cost
~953 tokens
SKILL.md length
456 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when positioning an ISSTA submission against the testing and analysis literature, covering the sibling venues (ICSE, FSE, ASE, ICST, PLDI, CAV), delta-first framing against…

  • Positioning an ISSTA submission against the testing and analysis literature
  • SKILL.md covers Positioning checks, Literature lanes for testing…, Delta-first positioning vignette and Venue-attribution discipline, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Covering the sibling venues (ICSE

What it does

Issta Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when positioning an ISSTA submission against the testing and analysis literature, covering the sibling venues (ICSE, FSE, ASE, ICST, PLDI, CAV), delta-first framing against the nearest technique, double-anonymous self-citation, distinguishing the closest tool baseline, and avoiding the venue-confusion of citing a paper to the wrong conference.

Its SKILL.md is about 950 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Research & Science, covering Literature review, Positioning and messaging and Citation management. The repository describes itself as: 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… The licence is MIT.

When your agent uses it

  • Positioning an ISSTA submission against the testing and analysis literature
  • Covering the sibling venues (ICSE
  • Delta-first framing against the nearest technique
  • Double-anonymous self-citation

Example prompts

  • “/issta-related-work”

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Issta Related Work loads about 953 tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 456 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~92
When it runs · the whole SKILL.md, loaded when a task matches
~953

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 456 words, ~953 tokens.

Download SKILL.mdSave it as .claude/skills/issta-related-work/SKILL.md (or your agent's skills folder).
name
issta-related-work
description
Use when positioning an ISSTA submission against the testing and analysis literature, covering the sibling venues (ICSE, FSE, ASE, ICST, PLDI, CAV), delta-first framing against the nearest technique, double-anonymous self-citation, distinguishing the closest tool baseline, and avoiding the venue-confusion of citing a paper to the wrong conference.

Use this to audit novelty and positioning. ISSTA reviewers know the testing/analysis literature well, so the job is to name the nearest technique and state the delta, not to survey the field. Reopen the current call for any dual-submission and prior-publication rules before advising authors.

Positioning checks

  • Separate a genuine technique or measurement contribution from an engineering improvement: a new bug class found, a new property analyzed, a new evaluation of a technique class, or a sharper-but-cheaper analysis.
  • Name the single nearest technique and state the delta in one sentence: what it could not do, what yours does, and at what cost. Reviewers look for the closest competitor first.
  • Sweep the right venues. Testing and analysis work is spread across ISSTA and its siblings; missing a paper because it was at FSE or CAV rather than ISSTA reads as not knowing the field.
  • Keep self-citations double-anonymous: cite your own prior tool in the third person and do not link to an identity-revealing repository.
  • Declare any overlap with a prior workshop or preprint version, and do not put duplicate archival work under review.

Literature lanes for testing and analysis

LaneTypical venuesWhat ISSTA reviewers check
Software-engineering flagshipsICSE, ESEC/FSE, ASEWhether the closest SE technique is compared or distinguished
Testing-specific venuesISSTA, ICST, ISSREWhether the direct predecessor and its benchmark are used
Programming languages / verificationPLDI, POPL, OOPSLA, CAV, TACASWhether the analysis's formal neighbours are acknowledged
Security testingS&P, CCS, USENIX Security, NDSSWhether fuzzing/analysis-for-security work is credited where relevant

A bibliography that cites only ISSTA papers signals to a reviewer that nearer work at FSE, ASE, or CAV was missed — a recognizable weakness that benchmark strength does not repair.

Show full SKILL.md (171 more words)Show less

Delta-first positioning vignette

Suppose the paper proposes a directed fuzzer for a specific bug class. Its nearest neighbours: a coverage-guided fuzzer at a security venue with no directedness, a directed symbolic-execution tool at a PL venue that does not scale, and a prior ISSTA fuzzer for a different bug class. The novelty sentence names all three deltas — directedness the coverage fuzzer lacked, scale the symbolic tool lacked, and a different, harder target than the prior ISSTA fuzzer — rather than a generic "we improve on prior fuzzers."

Venue-attribution discipline

  • Before citing a paper as ISSTA, confirm the venue on dblp or the ACM DL; many canonical testing/analysis papers (KLEE at OSDI, EvoSuite at ESEC/FSE, Randoop at ICSE) are not ISSTA, and mis-attributing them signals carelessness.
  • For a tool everyone knows by name, cite the paper that introduced it, at its actual venue, not the venue where you first encountered it.
  • When unsure whether a venue is archival for dual-submission purposes, declare the overlap in the submission form rather than guessing.

Output format

text
[Novelty] clear / incremental / at-risk
[Closest lanes] <SE / testing / PL-verification / security>
[Nearest 3 works] <work -> venue -> delta>
[Venue-attribution check] <any paper cited to the wrong conference?>
[Archival-overlap risk] none / issues
[Novelty sentence] <ISSTA-ready delta statement>

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in ISSTA-Skills/skills/issta-related-work of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Issta Related Work next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Issta Related Work compared with similar skills
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Jpe Literature Positioningfranklee16/academic-research-skills2231 repos~1.1kAutomated safety check: PassNone
Systematic Review ScreenerImbad0202/academic-research-skills51k—~8.4kAutomated safety check: PassCustom licence
Literature Reviewneflibata-feng/MyArxiv-Agent12620 repos~5.9kAutomated safety check: NotesMIT

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Questions about Issta Related Work

What does Issta Related Work do?

A skill your agent uses when positioning an ISSTA submission against the testing and analysis literature, covering the sibling venues (ICSE, FSE, ASE, ICST, PLDI, CAV), delta-first framing against…. Issta Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when positioning an ISSTA submission against the testing and analysis literature, covering the sibling venues (ICSE, FSE, ASE, ICST, PLDI, CAV), delta-first framing against the nearest technique, double-anonymous self-citation, distinguishing the closest tool baseline, and avoiding the venue-confusion of citing a paper to the wrong conference.

When should I use Issta Related Work?

Issta Related Work fits situations like: positioning an ISSTA submission against the testing and analysis literature; covering the sibling venues (ICSE; delta-first framing against the nearest technique; double-anonymous self-citation.

How do I install Issta Related Work in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill issta-related-work -a claude-code`. Or copy the skill folder (ISSTA-Skills/skills/issta-related-work in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/issta-related-work in your project. Claude Code loads it when a task matches its description.

How do I install Issta Related Work in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill issta-related-work -a codex`. Or copy the skill folder (ISSTA-Skills/skills/issta-related-work in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/issta-related-work in your project. Codex loads it when a task matches its description.

Can I use Issta Related Work in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill issta-related-work -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/issta-related-work, .gemini/skills/issta-related-work, .github/skills/issta-related-work and .opencode/skills/issta-related-work in your project.

What does Issta Related Work need to run?

SKILL.md names no scripts, command-line tools or credentials: Issta Related Work is instructions for the agent only.

Does Issta Related Work access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Issta Related Work safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Issta Related Work use?

Issta Related Work is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Issta Related Work use?

About 953 tokens (SKILL.md is roughly 3.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Issta Related Work?

Skills that share tags, products or a category with Issta Related Work: Ieee Paper Reader (CloudWave818/ieee-skills, 359 stars), Gec Literature Positioning (franklee16/academic-research-skills, 223 stars), Jpe Literature Positioning (franklee16/academic-research-skills, 223 stars) and Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Issta Related Work?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.