Theme Factory
anthropics/skills
Applies one of ten preset color and font themes to slide decks, documents or HTML pages, or creates a new theme on the fly after you choose from a showcase.
A skill your agent uses when the user asks about research themes, topic distribution, BERTopic clustering, topic overview, topic papers, topic merges, or HTML topic visualizations.
MITAuto-check passed
Install Topics
$ npx skills add ZimoLiao/scholaraio --skill topics -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ZimoLiao/scholaraio topics --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/ZimoLiao/scholaraio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/topics .claude/skills/topics && 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 "topics" agent skill from https://github.com/ZimoLiao/scholaraio/tree/main/.claude/skills/topics into .claude/skills/topics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "topics", 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/ZimoLiao/scholaraio/tree/main/.claude/skills/topicsType 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 ZimoLiao/scholaraio --skill topics -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ZimoLiao/scholaraio topics --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZimoLiao/scholaraio.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/topics .agents/skills/topics && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "topics" agent skill from https://github.com/ZimoLiao/scholaraio/tree/main/.claude/skills/topics into .agents/skills/topics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "topics", 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 ZimoLiao/scholaraio --skill topics -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ZimoLiao/scholaraio topics --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZimoLiao/scholaraio.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/topics .cursor/skills/topics && 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 "topics" agent skill from https://github.com/ZimoLiao/scholaraio/tree/main/.claude/skills/topics into .cursor/skills/topics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "topics", 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/ZimoLiao/scholaraio.git --path .claude/skills/topics--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 ZimoLiao/scholaraio --skill topics -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ZimoLiao/scholaraio topics --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZimoLiao/scholaraio.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/topics .gemini/skills/topics && 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 "topics" agent skill from https://github.com/ZimoLiao/scholaraio/tree/main/.claude/skills/topics into .gemini/skills/topics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "topics", 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 ZimoLiao/scholaraio topicsInstalls 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 ZimoLiao/scholaraio --skill topics -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ZimoLiao/scholaraio.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/topics .github/skills/topics && 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 "topics" agent skill from https://github.com/ZimoLiao/scholaraio/tree/main/.claude/skills/topics into .github/skills/topics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "topics", 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 ZimoLiao/scholaraio --skill topics -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ZimoLiao/scholaraio topics --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZimoLiao/scholaraio.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/topics .opencode/skills/topics && 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 "topics" agent skill from https://github.com/ZimoLiao/scholaraio/tree/main/.claude/skills/topics into .opencode/skills/topics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "topics", 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
topics- GitHub stars
- 577
- Token cost
- ~294 tokens
- SKILL.md length
- 69 words
- Files
- 1
- Skills in repo
- 43
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when the user asks about research themes, topic distribution, BERTopic clustering, topic overview, topic papers, topic merges, or HTML topic visualizations.
- Works in 2 steps: 判断用户意图 → 执行命令
- The user asks about research themes
- SKILL.md covers 执行逻辑 and 示例
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Topics is an agent skill from ZimoLiao/scholaraio. Use when the user asks about research themes, topic distribution, BERTopic clustering, topic overview, topic papers, topic merges, or HTML topic visualizations.
Its SKILL.md is about 290 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Scholar All-In-One: A research infrastructure for AI agents. The licence is MIT.
When your agent uses it
- The user asks about research themes
- Topic distribution
- BERTopic clustering
- HTML topic visualizations
Example prompts
- “/topics”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- 判断用户意图
- 执行命令
What it can do on your machine
Read from SKILL.md and the folder at commit 777628b. 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 bash).
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
Topics loads about 294 tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 69 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 ZimoLiao/scholaraio at commit 777628b, republished under its MIT licence (© ZimoLiao). 69 words, ~294 tokens.
Download SKILL.mdSave it as
.claude/skills/topics/SKILL.md (or your agent's skills folder).- name
- topics
- description
- Use when the user asks about research themes, topic distribution, BERTopic clustering, topic overview, topic papers, topic merges, or HTML topic visualizations.
主题探索
探索论文库的主题分布，发现跨领域关联。基于 BERTopic 聚类。
执行逻辑
判断用户意图：
- "建模"、"重建主题" → 构建/重建
- "合并主题"、"压缩到N个" → 智能合并
- "可视化"、"画图" → 生成 HTML
- 查看某主题详情 → 主题查询
- 查看 outlier → topic -1
- 默认展示概览
执行命令：
构建/重建主题模型：
scholaraio topics --build
scholaraio topics --rebuild [--min-topic-size N] [--nr-topics N]手动合并指定主题（格式: 逗号分隔同组ID，+分隔不同组）：
scholaraio topics --merge "1,6,14+3,5"算法合并到 N 个主题：
scholaraio topics --reduce <N>查看主题概览：
scholaraio topics查看指定主题的论文：
scholaraio topics --topic <ID> [--limit N]生成 HTML 可视化（6 张图表）：
scholaraio topics --viz- 智能合并流程（当用户要求合并/压缩主题时）：
a. 先执行
topics获取所有主题概览 b. 分析每个主题的关键词，判断哪些主题在学术上属于同一研究方向 c. 生成合并方案 d. 用--merge执行合并
示例
用户说："帮我看看库里的主题分布"
→ 执行 topics
用户说："主题2里有哪些论文"
→ 执行 topics --topic 2
用户说："帮我把相似的主题合并一下"
→ 先 topics 查看概览，分析关键词，再 topics --merge "1,6,14+3,5"
用户说："给我画个主题分布图"
→ 执行 topics --viz
© ZimoLiao, 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 .claude/skills/topics of ZimoLiao/scholaraio.
Open the folder on GitHubat commit 777628b
Compare with similar skills
Topics 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 |
|---|---|---|---|---|---|---|
| Topics this skillZimoLiao/scholaraio | 577 | — | ~294 | Automated safety check: Pass | MIT | |
| Theme Factoryanthropics/skills | 180k | 48 repos | ~781 | Automated safety check: Pass | Apache-2.0 | |
| Theme Factorynexu-io/open-design | 100k | — | ~329 | Automated safety check: Pass | Apache-2.0 | |
| Pierre Theme Packagepierrecomputer/pierre | 6.3k | — | ~352 | Automated safety check: Pass | Apache-2.0 | |
| Distributed Triagepytorch/pytorch | 104k | — | ~2.8k | Automated safety check: Pass | Custom licence | |
| Pierre Theming Librarypierrecomputer/pierre | 6.3k | — | ~661 | Automated safety check: Pass | Apache-2.0 |
Similar skills
- Official
Theme Factory
nexu-io/open-design
Apply professional font and color themes to artifacts including slides, docs, reports, and HTML landing pages.
Pierre Theme Package
pierrecomputer/pierre
Shows an agent how to install and use the @pierre/theme package, which ships ten Pierre light and dark color themes for Shiki and VS Code.
Distributed Triage
pytorch/pytorch
Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged.
Pierre Theming Library
pierrecomputer/pierre
Explains how to use the @pierre/theming package to list, resolve, select, switch and persist themes, with controller, color and React references.
- Official
Maui Theming
dotnet/skills
Guide for theming .NET MAUI apps — light/dark mode via AppThemeBinding, ResourceDictionary theme switching, DynamicResource bindings, system theme detection, and user theme preferences.
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Questions about Topics
What does Topics do?
A skill your agent uses when the user asks about research themes, topic distribution, BERTopic clustering, topic overview, topic papers, topic merges, or HTML topic visualizations. Topics is an agent skill from ZimoLiao/scholaraio. Use when the user asks about research themes, topic distribution, BERTopic clustering, topic overview, topic papers, topic merges, or HTML topic visualizations.
When should I use Topics?
Topics fits situations like: the user asks about research themes; topic distribution; BERTopic clustering; HTML topic visualizations.
How do I install Topics in Claude Code?
Run `npx skills add ZimoLiao/scholaraio --skill topics -a claude-code`. Or copy the skill folder (.claude/skills/topics in ZimoLiao/scholaraio) into .claude/skills/topics in your project. Claude Code loads it when a task matches its description.
How do I install Topics in Codex?
Run `npx skills add ZimoLiao/scholaraio --skill topics -a codex`. Or copy the skill folder (.claude/skills/topics in ZimoLiao/scholaraio) into .agents/skills/topics in your project. Codex loads it when a task matches its description.
Can I use Topics 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 ZimoLiao/scholaraio --skill topics -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/topics, .gemini/skills/topics, .github/skills/topics and .opencode/skills/topics in your project.
What does Topics need to run?
SKILL.md names no scripts, command-line tools or credentials: Topics is instructions for the agent only.
Does Topics 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 Topics 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 Topics use?
Topics 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 Topics use?
About 294 tokens (SKILL.md is roughly 1.2k 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 Topics?
Skills that share tags, products or a category with Topics: Theme Factory (anthropics/skills, 180k stars), Theme Factory (nexu-io/open-design, 100k stars), Pierre Theme Package (pierrecomputer/pierre, 6.3k stars) and Distributed Triage (pytorch/pytorch, 104k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Topics?
ZimoLiao (a GitHub user) maintains it in ZimoLiao/scholaraio, which has 577 GitHub stars. The repository holds 43 skills in this directory. The repository was last updated on September 25, 2026.
Source: ZimoLiao/scholaraio on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.