aris-research-litlisted
Install: claude install-skill JZKK720/cubecloud-skilldbundle-setup
# Research Literature Review
The user will provide the research topic or paper URL as part of their request.
## Constants
- **PAPER_LIBRARY** — Local directory containing user's paper collection (PDFs). Check these paths in order:
1. `papers/` in the current project directory
2. `literature/` in the current project directory
3. Custom path specified by user
- **MAX_LOCAL_PAPERS = 20** — Maximum number of local PDFs to scan (read first 3 pages each). If more are found, prioritize by filename relevance to the topic.
## Workflow
### Step 0: Scan Local Paper Library
Before searching online, check if the user already has relevant papers locally:
1. **Locate library**: Check PAPER_LIBRARY paths for PDF files
- Search for `papers/**/*.pdf` and `literature/**/*.pdf`
2. **Filter by relevance**: Match filenames and first-page content against the research topic. Skip clearly unrelated papers.
3. **Summarize relevant papers**: For each relevant local PDF (up to MAX_LOCAL_PAPERS):
- Read first 3 pages (title, abstract, intro)
- Extract: title, authors, year, core contribution, relevance to topic
- Flag papers that are directly related vs tangentially related
4. **Build local knowledge base**: Compile summaries into a "papers you already have" section. This becomes the starting point — external search fills the gaps.
> If no local papers are found, skip to Step 1. If the user has a comprehensive local collection, the external search can be more targeted (focus