A skill your agent uses when revising an ISSTA paper for a clear testing/analysis contribution, covering the threat-model-then-technique structure, the evaluation contract, a threats-to-validity…

MITAuto-check passedWriting & Content

Install Issta Writing Style

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

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills issta-writing-style --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-writing-style .claude/skills/issta-writing-style && 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-writing-style
GitHub stars
1.2k
Token cost
~1.1k tokens
SKILL.md length
465 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when revising an ISSTA paper for a clear testing/analysis contribution, covering the threat-model-then-technique structure, the evaluation contract, a threats-to-validity…

  • Revising an ISSTA paper for a clear testing/analysis contribution
  • SKILL.md covers Revision rules, Contribution-presentation…, Sentence-level rewrites and Vignette: compressing into 18…, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Covering the threat-model-then-technique structure

What it does

Issta Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when revising an ISSTA paper for a clear testing/analysis contribution, covering the threat-model-then-technique structure, the evaluation contract, a threats-to-validity section that is not boilerplate, claims scoped to the subjects tested, double-anonymous phrasing, and 18-page ACM sigconf discipline that survives specialist reviewers.

Its SKILL.md is about 1.1k 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 Writing & Content, covering Brand voice and tone, Project scaffolding and Threat modeling. 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

  • Revising an ISSTA paper for a clear testing/analysis contribution
  • Covering the threat-model-then-technique structure
  • The evaluation contract
  • A threats-to-validity section that is not boilerplate

Example prompts

  • “/issta-writing-style”

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 Writing Style loads about 1.1k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 465 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~91
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

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). 465 words, ~1,064 tokens.

Download SKILL.mdSave it as .claude/skills/issta-writing-style/SKILL.md (or your agent's skills folder).
name
issta-writing-style
description
Use when revising an ISSTA paper for a clear testing/analysis contribution, covering the threat-model-then-technique structure, the evaluation contract, a threats-to-validity section that is not boilerplate, claims scoped to the subjects tested, double-anonymous phrasing, and 18-page ACM sigconf discipline that survives specialist reviewers.

ISSTA Writing Style

Use this when revising the main paper. An ISSTA paper has to state, early and precisely, what software behaviour it finds or reasons about, on what it was evaluated, and what the evidence showed — to a reviewer who already knows the nearest tool and benchmark.

Revision rules

  • Put the contribution on the first page: the problem in a concrete testing/analysis setting, why existing techniques miss it, the technique, and what the evaluation showed. Name the technique; do not hide it behind "a novel approach."
  • State the threat model or analysis scope before the technique. Reviewers judge soundness against the scope you set, so an unstated scope is an unbounded claim they will puncture.
  • Make the evaluation a contract: subjects, baselines, metric, and statistic, declared before the numbers. "Outperforms prior work" without that contract is the single most common weak sentence.
  • Pair every claim with evidence: a table, a benchmark result, an artifact path, or a scoped limitation. A declarative sentence near a result is something a specialist reviewer will check.
  • Write a real threats-to-validity section: internal (confounds in the measurement), external (do the subjects generalize), and construct (does the metric measure the property). A boilerplate threats paragraph is noticed and counts against presentation.
  • Keep double-anonymous phrasing in self-citations, tool names that de-anonymize, repository references, and acknowledgements.

Contribution-presentation discipline

  • Scope claims to the subjects tested. "Detects order-dependent flaky tests" is defensible; "detects flaky tests" when you tested one subclass is not.
  • Separate what the technique guarantees from what it empirically achieves; mixing a soundness claim with a benchmark number in one sentence is a credibility leak.
  • Define the analysis or measurement once, in one place; two-column ACM pages punish redefinition.
  • When a result is best-effort or unsound-but-useful, say so; ISSTA reviewers respect a scoped, honest technique over an overclaimed "sound" one.
Show full SKILL.md (162 more words)Show less

Sentence-level rewrites

Draft patternISSTA-safe rewrite
"Our tool significantly outperforms prior work""finds X% more true bugs than <baseline> at an equal time budget (paired test, effect size Y)"
"We detect flaky tests""We detect the order-dependent subclass of flaky tests"
"Evaluated on real-world programs""Evaluated on <benchmark vN> across N subjects (SHAs in the artifact)"
"Our analysis is sound""Sound under Assumptions 1-2; native calls are out of scope"

Vignette: compressing into 18 ACM pages

A draft with a formal analysis, six subjects' worth of tables, and a sprawling related-work section: keep the analysis rules, one soundness sketch, the evaluation protocol, and the two decision-critical tables in the body; compress related work into delta-first contrasts; push complete per-subject tables and extra configurations into the artifact. The test of a good cut: a specialist reviewer can judge soundness and evaluation without opening the artifact — the artifact deepens the paper, it does not complete it.

What a strong ISSTA opening does

text
1. names the concrete testing/analysis problem and its cost
2. bounds the scope (which subclass, which language, which assumption)
3. names the technique and its one key idea
4. states the evaluation contract: subjects, baseline, metric, statistic
5. reports the finding, honestly scoped

Output format

text
[Writing diagnosis] clear / under-scoped / overclaimed / contract-missing
[First-page fix] <new framing>
[Scope statement] <threat model / analysis scope>
[Claim discipline] <claim -> table/artifact/limitation>
[Compression cuts] <move to artifact / delete / merge>
[Anonymity edits] <phrases to rewrite>

© 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-writing-style of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Issta Writing Style 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.

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SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Issta Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.1kAutomated safety check: PassMIT
Narrative Enablement Kitaaron-he-zhu/aaron-marketing-skills2.9k—~3.4kAutomated safety check: PassApache-2.0
Press Kitericrisco/rsc-harness180—~3.1kAutomated safety check: PassMIT
Prose Styleavelikiy/great_cto102—~1kAutomated safety check: PassMIT
Threat Modelruvnet/metaharness696—~637Automated safety check: NotesMIT
Good Docs AuditComposioHQ/composio30k—~293Automated safety check: PassMIT

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Questions about Issta Writing Style

What does Issta Writing Style do?

A skill your agent uses when revising an ISSTA paper for a clear testing/analysis contribution, covering the threat-model-then-technique structure, the evaluation contract, a threats-to-validity…. Issta Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when revising an ISSTA paper for a clear testing/analysis contribution, covering the threat-model-then-technique structure, the evaluation contract, a threats-to-validity section that is not boilerplate, claims scoped to the subjects tested, double-anonymous phrasing, and 18-page ACM sigconf discipline that survives specialist reviewers.

When should I use Issta Writing Style?

Issta Writing Style fits situations like: revising an ISSTA paper for a clear testing/analysis contribution; covering the threat-model-then-technique structure; the evaluation contract; A threats-to-validity section that is not boilerplate.

How do I install Issta Writing Style in Claude Code?

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

How do I install Issta Writing Style in Codex?

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

Can I use Issta Writing Style 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-writing-style -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-writing-style, .gemini/skills/issta-writing-style, .github/skills/issta-writing-style and .opencode/skills/issta-writing-style in your project.

What does Issta Writing Style need to run?

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

Does Issta Writing Style 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 Writing Style 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 Writing Style use?

Issta Writing Style 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 Writing Style use?

About 1.1k tokens (SKILL.md is roughly 4.3k 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 Writing Style?

Skills that share tags, products or a category with Issta Writing Style: Narrative Enablement Kit (aaron-he-zhu/aaron-marketing-skills, 2.9k stars), Press Kit (ericrisco/rsc-harness, 180 stars), Prose Style (avelikiy/great_cto, 102 stars) and Threat Model (ruvnet/metaharness, 696 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Issta Writing Style?

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.