Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
A skill your agent uses when drafting or revising prose for a SIGIR paper — the IR register that leads with task, collection, and metric; claim sentences calibrated to significance results…
Install Sigir Writing Style
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill sigir-writing-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills sigir-writing-style --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/SIGIR-Skills/skills/sigir-writing-style .claude/skills/sigir-writing-style && rm -rf skills-srcUse ~/.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/
Install the "sigir-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGIR-Skills/skills/sigir-writing-style into .claude/skills/sigir-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sigir-writing-style", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGIR-Skills/skills/sigir-writing-styleType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill sigir-writing-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills sigir-writing-style --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/SIGIR-Skills/skills/sigir-writing-style .agents/skills/sigir-writing-style && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sigir-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGIR-Skills/skills/sigir-writing-style into .agents/skills/sigir-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sigir-writing-style", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill sigir-writing-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills sigir-writing-style --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/SIGIR-Skills/skills/sigir-writing-style .cursor/skills/sigir-writing-style && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "sigir-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGIR-Skills/skills/sigir-writing-style into .cursor/skills/sigir-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sigir-writing-style", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path SIGIR-Skills/skills/sigir-writing-style--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill sigir-writing-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills sigir-writing-style --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/SIGIR-Skills/skills/sigir-writing-style .gemini/skills/sigir-writing-style && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "sigir-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGIR-Skills/skills/sigir-writing-style into .gemini/skills/sigir-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sigir-writing-style", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills sigir-writing-styleInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill sigir-writing-style -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/SIGIR-Skills/skills/sigir-writing-style .github/skills/sigir-writing-style && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "sigir-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGIR-Skills/skills/sigir-writing-style into .github/skills/sigir-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sigir-writing-style", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill sigir-writing-style -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills sigir-writing-style --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/SIGIR-Skills/skills/sigir-writing-style .opencode/skills/sigir-writing-style && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "sigir-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/SIGIR-Skills/skills/sigir-writing-style into .opencode/skills/sigir-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sigir-writing-style", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
sigir-writing-style- GitHub stars
- 1.2k
- Token cost
- ~1.6k tokens
- SKILL.md length
- 665 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when drafting or revising prose for a SIGIR paper — the IR register that leads with task, collection, and metric; claim sentences calibrated to significance results…
- Works in 5 steps: Task + regime: which retrieval problem,… → The specific failure of current… → The move: your method/finding in one… → …
- Revising prose for a SIGIR paper — the IR register that leads with task
- SKILL.md covers The first-page arc for a…, Vocabulary calibration, Tables carry the argument and Sectioning that survives the…, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Sigir Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when drafting or revising prose for a SIGIR paper — the IR register that leads with task, collection, and metric; claim sentences calibrated to significance results; first-page architecture for retrieval contributions; table-centric argumentation; and compressing into the 9-page budget without cutting soundness.
Its SKILL.md is about 1.6k 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. 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 prose for a SIGIR paper — the IR register that leads with task
- Claim sentences calibrated to significance results
- First-page architecture for retrieval contributions
- Table-centric argumentation
Example prompts
- “/sigir-writing-style”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Task + regime: which retrieval problem, under which constraints (first-stage
- The specific failure of current practice: not "existing methods have
- The move: your method/finding in one sentence, mechanism visible.
- Calibrated evidence preview: collections, headline metric deltas, and the
- Contribution bullets that are checkable promises ("a re-ranking model that
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
Sigir Writing Style loads about 1.6k tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 665 words of instructions outside code blocks.
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). 665 words, ~1,565 tokens.
Download SKILL.mdSave it as
.claude/skills/sigir-writing-style/SKILL.md (or your agent's skills folder).- name
- sigir-writing-style
- description
- Use when drafting or revising prose for a SIGIR paper — the IR register that leads with task, collection, and metric; claim sentences calibrated to significance results; first-page architecture for retrieval contributions; table-centric argumentation; and compressing into the 9-page budget without cutting soundness.
SIGIR Writing Style
SIGIR prose has a recognizable register: it names the retrieval task before the model, quantifies on named collections with named metrics, and calibrates every adjective to a statistical test. Papers written in general-ML register ("we achieve state-of-the-art performance across diverse benchmarks") read as tourists. This skill converts drafts into the native register.
The first-page arc for a retrieval paper
Reviewers form the accept/reject prior on page one. The arc that works:
- Task + regime: which retrieval problem, under which constraints (first-stage vs re-ranking, latency budget, corpus scale, low-resource language, ...).
- The specific failure of current practice: not "existing methods have limitations" but "late-interaction models pay a storage cost that grows with document length" — a mechanism, not a mood.
- The move: your method/finding in one sentence, mechanism visible.
- Calibrated evidence preview: collections, headline metric deltas, and the significance qualifier, all in one breath.
- Contribution bullets that are checkable promises ("a re-ranking model that ...; an analysis showing ...; run files and code at ..."), not virtues.
Register conversion (before -> after)
-------------------------------------
"Our novel framework significantly outperforms strong baselines."
->
"On MS MARCO dev and TREC DL 2019/2020, OURS improves nDCG@10 over a
tuned BM25+monoT5 pipeline by 2.1-3.4 points (paired t-test, p<0.05,
Bonferroni-corrected across collections), at equal re-ranking depth."
"Experiments demonstrate the effectiveness and efficiency of our approach."
->
"OURS matches ColBERT-style quality within 0.4 nDCG@10 while storing
12x fewer vectors per document (Table 4); §5.3 isolates the pruning
step as the source of the storage saving."Vocabulary calibration
| Say | Only if | Otherwise say |
|---|---|---|
| "significantly better" | A named test with correction passed | "better" / "numerically higher" |
| "state of the art" | Verified against the current published best on that collection + setup | "competitive with recent systems" |
| "generalizes" | ≥2 materially different collections/tasks tested | "transfers to <named setting>" |
| "efficient" | A cost table exists (latency/memory/index size) | Drop the word |
| "robust" | A stress condition was varied and reported | "stable across <the thing varied>" |
"Significant" is a reserved word in IR writing. Using it decoratively — while the community's own methodology papers police exactly this — is the fastest credibility leak available.
Tables carry the argument
SIGIR argumentation is table-centric; prose narrates tables rather than replacing them. Conventions reviewers expect:
- Metrics with explicit cutoffs (nDCG@10, R@1000, RR@10), collections as columns or blocks, systems as rows grouped by family (sparse / dense / hybrid / ours).
- Significance markers defined in the caption (†/‡ vs which baseline, which test, which correction) — an unmarked table triggers the standing objection.
- Bold for best only if best is statistically distinguishable; otherwise bold the statistically-tied set or none.
- Every table answers one named question; the narrating paragraph states the answer in its first sentence, then points at the supporting cells.
Show full SKILL.md (304 more words)Show less
Sectioning that survives the 9-page budget
A load-bearing skeleton for a full paper (adjust, don't worship): intro (1),
related work (0.75), method (2), experimental setup (1.25), results + ablations
(2.5), analysis (1), limitations + conclusion (0.5). Appendices count inside the
budget at SIGIR, so this skeleton has no "we'll appendix it" release valve — the
repository is the release valve (see sigir-supplementary).
Short papers invert the proportions: setup and the single result table dominate; related work compresses to positioning sentences with dense citations.
Sentence-level habits of accepted IR papers
- Present tense for the method, past tense for what was run.
- One idea per sentence in §Method; retrieval pipelines have too many moving parts for nested clauses.
- Name systems consistently — the review alias, table row label, and repo config name should be the same string.
- Limitations stated with scope, not apology: "results are offline; click-based validation is future work" beats a defensive paragraph.
- No roadmap paragraph ("Section 2 discusses...") in a 9-page paper; headers do that.
Abstract length and shape
SIGIR abstracts run dense and factual: task, failure, move, lineup, deltas, qualifier — typically 150-220 words with at least one number. If your abstract has no collection name and no metric by word 100, it is still in ML register. The final sentence belongs to availability ("code and run files at ...") or to the scope qualifier, not to a vision statement.
Revision protocol
- Pass 1 — claims: highlight every evaluative adjective; check each against the vocabulary table; fix or delete.
- Pass 2 — tables: caption completeness (test, correction, seeds), marker definitions, bold policy.
- Pass 3 — first page: does the arc above survive a 60-second read by a tired AC?
- Pass 4 — register: excise ML-venue boilerplate ("remarkable", "paradigm", "extensive experiments demonstrate").
- Pass 5 — budget: compress by demotion to the repository, never by deleting protocol details.
Output format
[Register diagnosis] native-IR / mixed / ML-tourist
[First-page arc] task-regime / failure / move / calibrated-evidence / bullets: present-missing each
[Reserved-word violations] "significant(ly)" uses without a test: <n>, lines <...>
[Table conventions] cutoffs / markers / bold-policy / caption-tests: pass-fail each
[Compression debt] <pages over budget> and the demotion plan
[Three worst sentences] <quoted, with rewrites>© 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 SIGIR-Skills/skills/sigir-writing-style of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Sigir 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Sigir Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Avoid AI Writingconorbronsdon/avoid-ai-writing | 4.9k | 3 repos | ~8.1k | Automated safety check: Pass | MIT | |
| BrandOhh-889/skyroc | 795 | 13 repos | ~733 | Automated safety check: Pass | MIT | |
| Khazix WeChat Article WriterKKKKhazix/khazix-skills | 21k | 1 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Writing Guidelinesvercel-labs/agent-skills | 32k | 7 repos | ~309 | Automated safety check: Pass | None | |
| Unslop AI Writing Cleanuptheclaymethod/unslop | 518 | — | ~1.7k | Automated safety check: Pass | MIT |
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Writing Guidelines
vercel-labs/agent-skills
Review docs/prose for Writing Guidelines compliance. An agent skill from vercel-labs/agent-skills.
Unslop AI Writing Cleanup
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Removes AI writing tells from prose through an audit-first flow, routing to a two-pass rewrite, a report-only cleanup, voice teaching or mimicry depending on the sub-command used.
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Applies UX writing practice to interface copy such as buttons, errors, forms and onboarding, using four quality standards and accessibility guidance.
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Questions about Sigir Writing Style
What does Sigir Writing Style do?
A skill your agent uses when drafting or revising prose for a SIGIR paper — the IR register that leads with task, collection, and metric; claim sentences calibrated to significance results…. Sigir Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when drafting or revising prose for a SIGIR paper — the IR register that leads with task, collection, and metric; claim sentences calibrated to significance results; first-page architecture for retrieval contributions; table-centric argumentation; and compressing into the 9-page budget without cutting soundness.
When should I use Sigir Writing Style?
Sigir Writing Style fits situations like: revising prose for a SIGIR paper — the IR register that leads with task; claim sentences calibrated to significance results; first-page architecture for retrieval contributions; table-centric argumentation.
How do I install Sigir Writing Style in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill sigir-writing-style -a claude-code`. Or copy the skill folder (SIGIR-Skills/skills/sigir-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/sigir-writing-style in your project. Claude Code loads it when a task matches its description.
How do I install Sigir Writing Style in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill sigir-writing-style -a codex`. Or copy the skill folder (SIGIR-Skills/skills/sigir-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/sigir-writing-style in your project. Codex loads it when a task matches its description.
Can I use Sigir 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 sigir-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/sigir-writing-style, .gemini/skills/sigir-writing-style, .github/skills/sigir-writing-style and .opencode/skills/sigir-writing-style in your project.
What does Sigir Writing Style need to run?
SKILL.md names no scripts, command-line tools or credentials: Sigir Writing Style is instructions for the agent only.
Does Sigir 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 Sigir 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 Sigir Writing Style use?
Sigir 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 Sigir Writing Style use?
About 1.6k tokens (SKILL.md is roughly 6.3k 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 Sigir Writing Style?
Skills that share tags, products or a category with Sigir Writing Style: Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars), Brand (Ohh-889/skyroc, 795 stars), Khazix WeChat Article Writer (KKKKhazix/khazix-skills, 21k stars) and Writing Guidelines (vercel-labs/agent-skills, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Sigir 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.