nanoresearch-ideation
Search academic literature and generate research hypotheses
pinned to #7144364updated 3 months ago
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- #agent-skills
- #agents
- #ai
- #ai-agents
- #ai-scientist
- #artificial-intelligence
- #autonomous-agents
- #autonomous-research
- #autoresearch
- #claude-code
- #claude-skills
- #nanobot
- #openclaw
Automated checks the publisher passed at publish time — structure, docs, safety, and whether the artifact behaves as claimed.7144364· 3 months ago
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Documentation
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Release history
1- releasecurrent7144364warn3 months ago
Contents
Ideation Skill
Purpose
Search arXiv and Semantic Scholar for papers related to a research topic, perform gap analysis, and generate novel hypotheses.
Tools Required
search_arxiv: Search arXiv for paperssearch_semantic_scholar: Search Semantic Scholar for papers and citations
Input
topic: The research topic or question to investigate
Process
- Generate 5-8 diverse search queries from the topic
- Search arXiv and Semantic Scholar using each query
- Deduplicate and rank papers by relevance
- Analyze the collected papers to identify research gaps
- Generate 2-4 novel hypotheses that address the identified gaps
- Select the most promising hypothesis with justification
Output
Produces papers/ideation_output.json containing:
- Retrieved papers with metadata
- Survey summary
- Gap analysis
- Generated hypotheses
- Selected hypothesis with rationale
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Related
Verification Before Completion
Evidence before assertions, always
Writing Plans
Turn specs into phased implementation plans
Test-Driven Development
Red → green → refactor discipline for any feature or bugfix
mh install skills/nanoresearch-ideation