Borrowing it
Nothing to install: this file belongs to ZimoLiao/scholaraio. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/ZimoLiao/scholaraio/main/.claude/skills/academic-writing/SKILL.mdgit clone --depth 1 https://github.com/ZimoLiao/scholaraioWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/zimoliao/scholaraio/academic-writing)<a href="https://agentmods.dev/skills/zimoliao/scholaraio/academic-writing"><img src="https://agentmods.dev/badge/skills/zimoliao/scholaraio/academic-writing/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/zimoliao/scholaraio/academic-writing"><img src="https://agentmods.dev/badge/skills/zimoliao/scholaraio/academic-writing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00045 | $0.01294 |
| Opus 5 | $0.00023 | $0.00647 |
| Sonnet 5 | $0.00009 | $0.00259 |
| Haiku 4.5 | $0.00005 | $0.00129 |
Grade A, and why
academic-writing scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Academic Writing Router
Route academic-writing requests to the right specialized skill with minimal overlap.
Capability Routing
当前 Agent 原生能力优先，但必须先做能力检查：按任务所需能力和最终交付物路由，不按 Agent 品牌路由。若当前会话实际提供的原生能力能满足任务，就由当前使用的 Agent 原生能力完成检索后的理解、论文阅读、学术写作、演示结构和逐页内容。只有用户需要可下载、可复现的 DOCX/PPTX/XLSX 文件时才接 /document；不要为普通写作或普通 PPT 自动启动外部生成服务。
Purpose
This skill is the entry point for users who know what they want to produce, but do not know which writing workflow to use.
Do not duplicate the full instructions of the downstream skills. Your job is to:
- identify the target deliverable
- identify the current writing stage
- select the right specialized skill or skill combination
- explain the route briefly, then continue with that workflow
Route By Deliverable
| User wants | Route |
|---|---|
| 文献综述 / survey / review article | /literature-review |
| 单篇论文引导式精读 / guided deep reading of one paper | /paper-guided-reading |
| 论文具体章节（Introduction / Method / Results / Discussion / Conclusion） | /paper-writing |
| 审稿回复 / rebuttal / response letter | /review-response |
| 研究空白分析 / 选题调研 | /research-gap |
| 语言润色 / 去 AI 味 / 风格迁移 | /writing-polish |
| 引用真实性检查 | /citation-check |
| 正式 Word 报告 | 写作 skill + /document |
| 汇报 PPT / 答辩幻灯片 | 写作 skill + /document |
| 海报内容包 | /poster |
| 专题/技术调研报告 | /technical-report |
Route By Writing Stage
| Stage | Route |
|---|---|
| 还没确定应该用哪个 skill | 留在本 skill，先做任务分流 |
| 需要先锁定并深读一篇论文 | /paper-guided-reading |
| 已有论文集合，需要组织叙述 | /literature-review |
| 已有研究内容，需要写论文段落 | /paper-writing |
| 已收到审稿意见 | /review-response |
| 还在找空白和方向 | /research-gap |
| 只需要修语言 | /writing-polish |
| 快交稿了，要核验引用 | /citation-check |
| 需要交付 DOCX / PPTX | /document |
Deliverable Guidance
PPT / Beamer
- 当前一等支持的演示文稿交付是
PPTX，通过/document生成和检查。 - 如果用户明确说
beamer，先按“演示文稿内容工作流”组织结构、标题、每页要点、图表需求。 - 除非用户明确要求 LaTeX 模板实现，否则默认优先走
PPTX，不要假设仓库已经有 beamer 专用后端。
Poster
- 海报任务优先交给
/poster，由它负责 poster 专属的版块和文本密度控制。 /poster会继续组合/literature-review、/paper-writing、/research-gap、/draw、/document。
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 99 lines · 45 tokens per session scan A 15a0576a950a
academic-writing is a skill published in the GitHub repository ZimoLiao/scholaraio (570 stars, last pushed 11d ago), licensed MIT. It adds 45 tokens to every session and 1,294 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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