general-deep-research
OfficialConduct deep, cited scientific literature reviews.
Education & Research#web search#citations#literature review#chemistry#deep research#materials science#scientific synthesis
Authorlearningmatter-mit
Version1.0.0
Installs0
System Documentation
What problem does it solve?
It helps you answer complex materials or chemistry questions by running an iterative, evidence-backed literature and web research campaign instead of relying on a single shallow search result.
Core Features & Use Cases
- Iterative sub-query research: Breaks a broad topic into 3–5 targeted sub-queries using synonyms and permutations to reduce missed coverage.
- Multi-source discovery: Uses OpenAlex via
mcp_base_search_literature(withdownload=True) and also performs complementary general web searches usingsearch_web. - Evidence-focused synthesis: Extracts quantitative details and methodologies, and generates an academic-style markdown report with inline citations (DOI/URL) plus a reference list.
- Use Case: Learn the synthesis routes and solid-state electrolyte performance of a specific compound (e.g., LiInCl3) with reported conductivity values, processing temperatures/conditions, and cited sources.
Quick Start
Ask the agent to perform deep research on your specific topic (for example, “deep research on LiInCl3 solid-state electrolyte synthesis methods and performance”).
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: general-deep-research Download link: https://github.com/learningmatter-mit/AtomisticSkills/archive/main.zip#general-deep-research Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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