nanoresearch-ideation
Search academic literature and generate research hypotheses
pinned to #7144364updated 3 weeks ago
Ask your AI client: “install skills/nanoresearch-ideation”.
Requires the metahub MCP server installed in your client. Set up MCP.
mh install skills/nanoresearch-ideationmetahub onboarded this repo on the author's behalf.
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Last commit
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- #agent-skills
- #agents
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- #ai-agents
- #ai-scientist
- #artificial-intelligence
- #autonomous-agents
- #autonomous-research
- #autoresearch
- #claude-code
- #claude-skills
- #nanobot
- #openclaw
Evaluation report
WarningsAutomated checks the publisher passed at publish time — structure, docs, safety, and whether the artifact behaves as claimed.7144364· 3 weeks ago
Documentation
121Description qualityfail
Only 7 words · 59 chars — minimum 15 words
A skill's description doubles as its trigger. Describe what it does, when to use it, what file types it handles.
README is present and substantialwarn
README present but its contents couldn't be read this scan
Transient fetch issue — re-run the eval to grade the README's substance.
Tags / topics declaredwarn
No manifest tags and no GitHub repo topics
Add tags to the manifest (or GitHub topics on the repo) so the registry's search and category filters surface this artifact.
Homepage / docs URL declared
no homepage declared (registry will use the repo URL) — info-only, not blocking
Release history
1- releasecurrent7144364warn3 weeks 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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mh install skills/nanoresearch-ideation