lumi-research-discover
CommunityDiscover and rank research sources fast.
Education & Research#research#citations#deduplication#ranking#shortlist#source discovery#metadata-first
Authortronghieu
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Helps you quickly find high-quality candidate sources for a research topic and reduce time spent searching before you commit to ingestion.
Core Features & Use Cases
- Source discovery with shortlist approval: Proposes and ranks candidate papers or web sources, then stops for user review instead of ingesting automatically.
- Deduplication and checkpointing: Avoids duplicates by comparing against existing wiki sources, discovered JSON, and discovery checkpoints.
- Purpose-aware ranking: Evaluates how well each candidate aligns with the repository’s stated project purpose and flags off-purpose items.
Quick Start
Ask: “Use /lumi-research-discover to discover and rank a shortlist of sources for my topic: <topic>, dedupe against what I already ingested, and ask me which to ingest.”
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: lumi-research-discover Download link: https://github.com/tronghieu/lumina-wiki/archive/main.zip#lumi-research-discover Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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