Research Topic Extractor
huangwb8/ChineseResearchLaTeX
当用户明确要求"从文件/图片/网页/描述中提取综述主题"、"生成主题+关键词+核心问题结构化输出"，或要求使用旧名 get-review-theme skill 时使用。支持文件（PDF/Word/Markdown/Tex）、文件夹、图片、自然语言描述、网页 URL 等多种输入源，自动识别输入类型并提取内容，生成可直接用于 research-literature-review…
当用户明确要求"从文件/图片/网页/描述中提取综述主题"或"生成主题+关键词+核心问题结构化输出"时使用。支持文件（PDF/Word/Markdown/Tex）、文件夹、图片、自然语言描述、网页 URL 等多种输入源，自动识别输入类型并提取内容，生成可直接用于 systematic-literature-review 及其他文献综述技能的结构化输出。
Install Get Review Theme
$ npx skills add InternScience/DrClaw --skill get-review-theme -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install InternScience/DrClaw get-review-theme --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/InternScience/DrClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/drclaw/local_skill_hub/proposal_writing/get-review-theme .claude/skills/get-review-theme && 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 "get-review-theme" agent skill from https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/get-review-theme into .claude/skills/get-review-theme/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "get-review-theme", 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/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/get-review-themeType 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 InternScience/DrClaw --skill get-review-theme -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install InternScience/DrClaw get-review-theme --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/InternScience/DrClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/drclaw/local_skill_hub/proposal_writing/get-review-theme .agents/skills/get-review-theme && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "get-review-theme" agent skill from https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/get-review-theme into .agents/skills/get-review-theme/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "get-review-theme", 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 InternScience/DrClaw --skill get-review-theme -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install InternScience/DrClaw get-review-theme --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/InternScience/DrClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/drclaw/local_skill_hub/proposal_writing/get-review-theme .cursor/skills/get-review-theme && 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 "get-review-theme" agent skill from https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/get-review-theme into .cursor/skills/get-review-theme/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "get-review-theme", 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/InternScience/DrClaw.git --path drclaw/local_skill_hub/proposal_writing/get-review-theme--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 InternScience/DrClaw --skill get-review-theme -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install InternScience/DrClaw get-review-theme --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/InternScience/DrClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/drclaw/local_skill_hub/proposal_writing/get-review-theme .gemini/skills/get-review-theme && 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 "get-review-theme" agent skill from https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/get-review-theme into .gemini/skills/get-review-theme/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "get-review-theme", 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 InternScience/DrClaw get-review-themeInstalls 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 InternScience/DrClaw --skill get-review-theme -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/InternScience/DrClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/drclaw/local_skill_hub/proposal_writing/get-review-theme .github/skills/get-review-theme && 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 "get-review-theme" agent skill from https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/get-review-theme into .github/skills/get-review-theme/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "get-review-theme", 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 InternScience/DrClaw --skill get-review-theme -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install InternScience/DrClaw get-review-theme --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/InternScience/DrClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/drclaw/local_skill_hub/proposal_writing/get-review-theme .opencode/skills/get-review-theme && 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 "get-review-theme" agent skill from https://github.com/InternScience/DrClaw/tree/main/drclaw/local_skill_hub/proposal_writing/get-review-theme into .opencode/skills/get-review-theme/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "get-review-theme", 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
get-review-theme- GitHub stars
- 172
- Token cost
- ~1.3k tokens
- SKILL.md length
- 215 words
- Files
- 4 (incl. references)
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- None found
At a glance
当用户明确要求"从文件/图片/网页/描述中提取综述主题"或"生成主题+关键词+核心问题结构化输出"时使用。支持文件（PDF/Word/Markdown/Tex）、文件夹、图片、自然语言描述、网页 URL 等多种输入源，自动识别输入类型并提取内容，生成可直接用于 systematic-literature-review 及其他文献综述技能的结构化输出。
- Works in 4 steps: 输入类型识别 → 内容提取 → 语义理解与主题生成 → …
- Tasks that involve Literature review
- SKILL.md covers 角色, 触发条件, 你需要确认的输入 and 工作流（四步）, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Get Review Theme is an agent skill from InternScience/DrClaw. 当用户明确要求"从文件/图片/网页/描述中提取综述主题"或"生成主题+关键词+核心问题结构化输出"时使用。支持文件（PDF/Word/Markdown/Tex）、文件夹、图片、自然语言描述、网页 URL 等多种输入源，自动识别输入类型并提取内容，生成可直接用于 systematic-literature-review 及其他文献综述技能的结构化输出。
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `README.md`, `config.yaml` and `references/prompt_templates.md`).
It sits in Documents & Office, covering Literature review, LaTeX and PDF.
When your agent uses it
- Tasks that involve Literature review
- Tasks that involve LaTeX
- Tasks that involve PDF
Example prompts
- “从文件/图片/网页/描述中提取综述主题”
- “生成主题+关键词+核心问题结构化输出”
- “/get-review-theme”
Requirements
- Python 3
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- 输入类型识别
- 内容提取
- 语义理解与主题生成
- 输出格式化
What it can do on your machine
Read from SKILL.md and the folder at commit 4f96df0. 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 (its code samples are yaml and json).
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
Get Review Theme loads about 1.3k tokens when it runs, and up to ~3.5k if it reads all its reference files. Until then it costs about 48 tokens; SKILL.md has 215 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 215 words (~1,259 tokens).
- name
- get-review-theme
- metadata.author
- Bensz Conan
- metadata.short-description
- 多源输入的结构化综述主题提取工具
- metadata.keywords
- 主题提取, 综述主题, review topic, 关键词提取, 核心问题识别, 文献调研准备, systematic literature review, 输入分析, PDF 分析, 图片理解, 网页解析, 内容理解, 学术主题识别
Files
SKILL.md and 3 other files (references) in drclaw/local_skill_hub/proposal_writing/get-review-theme of InternScience/DrClaw.
- SKILL.md
- README.md
- config.yaml
- references/prompt_templates.md
Open the folder on GitHubat commit 4f96df0
Compare with similar skills
Get Review Theme 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 |
|---|---|---|---|---|---|---|
| Get Review Theme this skillInternScience/DrClaw | 172 | — | ~1.3k | Automated safety check: Pass | None | |
| Research Topic Extractorhuangwb8/ChineseResearchLaTeX | 2.9k | — | ~666 | Automated safety check: Pass | MIT | |
| Typst Paperbahayonghang/academic-writing-skills | 498 | — | ~3.6k | Automated safety check: Pass | None | |
| Paper Interpreterchujianyun/skills | 740 | — | ~810 | Automated safety check: Pass | Custom licence | |
| Evidence Ledgerwanshuiyin/Anti-Autoresearch | 161 | — | ~11k | Automated safety check: Notes | MIT | |
| Paper Auditbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~3.6k | Automated safety check: Pass | Custom licence |
Similar skills
Typst Paper
bahayonghang/academic-writing-skills
Typst paper assistant for existing .typ manuscripts in English or Chinese.
Paper Interpreter
chujianyun/skills
论文解读助手。适用于用户发送 arXiv 论文链接，并希望下载论文、解读论文、生成读书笔记、做论文拆解或输出详细报告时使用。会在工作目录创建论文文件夹、下载 PDF 与 TeX Source（如有）、生成中文 Markdown 报告。默认先交付初稿，不自动复查；如果用户明确同意，再安排后续复查。不适用于只要简短推荐语的情况。
Evidence Ledger
wanshuiyin/Anti-Autoresearch
Build the deterministic evidence ledger (artifactmanifest.json + claims.json) that every other Anti-Autoresearch auditor reads.
Paper Audit
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Deep-review-first audit for Chinese and English academic papers across LaTeX, Typst, and PDF formats.
Research Understanding
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A skill your agent uses when Codex needs to interview the user or normalize research notes, experiments, theory, related works, LaTeX, tables, or a draft into a PaperPRISM ResearchAsset.
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Questions about Get Review Theme
What does Get Review Theme do?
当用户明确要求"从文件/图片/网页/描述中提取综述主题"或"生成主题+关键词+核心问题结构化输出"时使用。支持文件（PDF/Word/Markdown/Tex）、文件夹、图片、自然语言描述、网页 URL 等多种输入源，自动识别输入类型并提取内容，生成可直接用于 systematic-literature-review 及其他文献综述技能的结构化输出。. Get Review Theme is an agent skill from InternScience/DrClaw.
When should I use Get Review Theme?
Get Review Theme fits situations like: tasks that involve Literature review; tasks that involve LaTeX; tasks that involve PDF.
How do I install Get Review Theme in Claude Code?
Run `npx skills add InternScience/DrClaw --skill get-review-theme -a claude-code`. Or copy the skill folder (drclaw/local_skill_hub/proposal_writing/get-review-theme in InternScience/DrClaw) into .claude/skills/get-review-theme in your project. Claude Code loads it when a task matches its description.
How do I install Get Review Theme in Codex?
Run `npx skills add InternScience/DrClaw --skill get-review-theme -a codex`. Or copy the skill folder (drclaw/local_skill_hub/proposal_writing/get-review-theme in InternScience/DrClaw) into .agents/skills/get-review-theme in your project. Codex loads it when a task matches its description.
Can I use Get Review Theme 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 InternScience/DrClaw --skill get-review-theme -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/get-review-theme, .gemini/skills/get-review-theme, .github/skills/get-review-theme and .opencode/skills/get-review-theme in your project.
What does Get Review Theme need to run?
SKILL.md names no scripts, command-line tools or credentials: Get Review Theme is instructions for the agent only. Our summary lists: Python 3.
Does Get Review Theme 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 Get Review Theme 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 Get Review Theme use?
No licence was found for Get Review Theme or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Get Review Theme use?
About 1.3k tokens (SKILL.md is roughly 5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.3k tokens, read only when the agent opens those files.
What are the alternatives to Get Review Theme?
Skills that share tags, products or a category with Get Review Theme: Research Topic Extractor (huangwb8/ChineseResearchLaTeX, 2.9k stars), Typst Paper (bahayonghang/academic-writing-skills, 498 stars), Paper Interpreter (chujianyun/skills, 740 stars) and Evidence Ledger (wanshuiyin/Anti-Autoresearch, 161 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Get Review Theme?
InternScience (a GitHub organization) maintains it in InternScience/DrClaw, which has 172 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on March 20, 2026.
Source: InternScience/DrClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.