Agent skill

Research Question Knowledge Graph

by Drchronx in Drchronx/ai-agent-research-starter-kit

Build a research question knowledge graph from papers, theories, variables, methods, datasets, authors, venues, and projects.

Custom licenceAuto-check passedResearch & Science

Install Research Question Knowledge Graph

skills CLI
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill research-question-knowledge-graph -a claude-code

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

GitHub CLI
$ gh skill install Drchronx/ai-agent-research-starter-kit research-question-knowledge-graph --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/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'本地Skills功能分类库/17_Zotero_Obsidian长期知识库Skills/research-question-knowledge-graph' .claude/skills/research-question-knowledge-graph && 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
research-question-knowledge-graph
GitHub stars
134
Token cost
~686 tokens
SKILL.md length
181 words
Files
1
Skills in repo
53
Repo updated
First seen
Licence
Custom licence

At a glance

Build a research question knowledge graph from papers, theories, variables, methods, datasets, authors, venues, and projects.

  • Works in 6 steps: Define the focal research question. → Import papers from Zotero or Obsidian… → Extract nodes and typed edges. → …
  • Obsidian backlinks
  • SKILL.md covers Core Rules, Node Types, Edge Types and Workflow, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Research Question Knowledge Graph is an agent skill from Drchronx/ai-agent-research-starter-kit. Build a research question knowledge graph from papers, theories, variables, methods, datasets, authors, venues, and projects. Use for Obsidian backlinks, Mermaid graph output, knowledge-map design, research gap detection, literature-tree building, and linking Zotero papers to research questions.

Its SKILL.md is about 690 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 Research & Science, covering Hypothesis generation, Knowledge graphs and Citation management. It works with Zotero, Obsidian and Mermaid. The repository describes itself as: AI Agent 科研全流程教学包,能教学生从零部署 Codex、Claude Code、OpenClaw、Hermes 等 Agent,学会使用 Skills、飞书、AMiner、AI4Scholar、Zotero、Obsidian…

When your agent uses it

  • Obsidian backlinks
  • Mermaid graph output
  • Knowledge-map design
  • Research gap detection

Example prompts

  • “/research-question-knowledge-graph”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Define the focal research question.
  2. Import papers from Zotero or Obsidian cards.
  3. Extract nodes and typed edges.
  4. Build three graph layers
  5. Identify graph patterns
  6. Export

What it can do on your machine

Read from SKILL.md and the folder at commit aab1133. 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 mermaid).

    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

Research Question Knowledge Graph loads about 686 tokens when it runs. Until then it costs about 83 tokens; SKILL.md has 181 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~83
When it runs · the whole SKILL.md, loaded when a task matches
~686

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 181 words (~686 tokens).

“Use this skill to turn a literature set into a navigable knowledge graph centered on research questions.”

— opening of SKILL.md by Drchronx, Custom licence
name
research-question-knowledge-graph

Read the full SKILL.md on GitHub

Files

Just SKILL.md in 本地Skills功能分类库/17_Zotero_Obsidian长期知识库Skills/research-question-knowledge-graph of Drchronx/ai-agent-research-starter-kit.

Open the folder on GitHubat commit aab1133

Compare with similar skills

Research Question Knowledge Graph 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.

Research Question Knowledge Graph compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Research Question Knowledge Graph this skillDrchronx/ai-agent-research-starter-kit134—~686Automated safety check: PassCustom licence
Zotero Obsidian BridgeGalaxy-Dawn/claude-scholar5.7k—~514Automated safety check: PassMIT
Canvas GenerateAgriciDaniel/claude-canvas299—~2kAutomated safety check: PassMIT
Scholar RAGjoshzyj/open-scholar-skill167—~7.4kAutomated safety check: NotesCustom licence
Zotero Markdb Connect Guidewentorai/research-plugins2981 repos~1kAutomated safety check: PassMIT
Deeppapernote917Dhj/DeepPaperNote1.2k1 repos~5.9kAutomated safety check: PassMIT

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Questions about Research Question Knowledge Graph

What does Research Question Knowledge Graph do?

Build a research question knowledge graph from papers, theories, variables, methods, datasets, authors, venues, and projects. Research Question Knowledge Graph is an agent skill from Drchronx/ai-agent-research-starter-kit. Build a research question knowledge graph from papers, theories, variables, methods, datasets, authors, venues, and projects.

When should I use Research Question Knowledge Graph?

Research Question Knowledge Graph fits situations like: obsidian backlinks; mermaid graph output; knowledge-map design; research gap detection.

How do I install Research Question Knowledge Graph in Claude Code?

Run `npx skills add Drchronx/ai-agent-research-starter-kit --skill research-question-knowledge-graph -a claude-code`. Or copy the skill folder (本地Skills功能分类库/17_Zotero_Obsidian长期知识库Skills/research-question-knowledge-graph in Drchronx/ai-agent-research-starter-kit) into .claude/skills/research-question-knowledge-graph in your project. Claude Code loads it when a task matches its description.

How do I install Research Question Knowledge Graph in Codex?

Run `npx skills add Drchronx/ai-agent-research-starter-kit --skill research-question-knowledge-graph -a codex`. Or copy the skill folder (本地Skills功能分类库/17_Zotero_Obsidian长期知识库Skills/research-question-knowledge-graph in Drchronx/ai-agent-research-starter-kit) into .agents/skills/research-question-knowledge-graph in your project. Codex loads it when a task matches its description.

Can I use Research Question Knowledge Graph 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 Drchronx/ai-agent-research-starter-kit --skill research-question-knowledge-graph -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/research-question-knowledge-graph, .gemini/skills/research-question-knowledge-graph, .github/skills/research-question-knowledge-graph and .opencode/skills/research-question-knowledge-graph in your project.

What does Research Question Knowledge Graph need to run?

SKILL.md names no scripts, command-line tools or credentials: Research Question Knowledge Graph is instructions for the agent only.

Does Research Question Knowledge Graph 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 Research Question Knowledge Graph 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 Research Question Knowledge Graph use?

Research Question Knowledge Graph has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Research Question Knowledge Graph use?

About 686 tokens (SKILL.md is roughly 2.7k 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 Research Question Knowledge Graph?

Skills that share tags, products or a category with Research Question Knowledge Graph: Zotero Obsidian Bridge (Galaxy-Dawn/claude-scholar, 5.7k stars), Canvas Generate (AgriciDaniel/claude-canvas, 299 stars), Scholar RAG (joshzyj/open-scholar-skill, 167 stars) and Zotero Markdb Connect Guide (wentorai/research-plugins, 298 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Research Question Knowledge Graph?

Drchronx (a GitHub user) maintains it in Drchronx/ai-agent-research-starter-kit, which has 134 GitHub stars. The repository holds 53 skills in this directory. The repository was last updated on May 19, 2026.

Source: Drchronx/ai-agent-research-starter-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.