Download, index, and extract claims/methods/gaps from a single paper.
arxiv__get_paper directly)Download and index a paper, then systematically extract its key claims, methods, limitations, and connections. Produces an analysis note with verified claims that downstream skills (literature-review) can synthesize.
files_cat(path="/global/prompts/working-methodology.md")
files_cat(path="/global/prompts/verification-standards.md")
files_cat(path="/global/tools/arxiv.md")
files_cat(path="/global/tools/search.md")
run(tool="arxiv__download_and_index_paper", params={"arxiv_id": "<id>"})
Wait for indexing to complete. This makes the paper searchable.
run(tool="search__get_document_structure", params={"source_id": "<source_id>"})
Understand the paper's organization before diving in.
Read relevant sections using the search tool:
run(tool="search__search_documents", params={"query": "main contribution", "source_ids": ["<id>"]})
run(tool="search__search_documents", params={"query": "results", "source_ids": ["<id>"]})
For each key claim:
For claims central to your research question, load the verification-cascade skill:
files_cat("/global/skills/verification-cascade.md")
Apply at least Level 2 (cross-reference) for claims you'll cite.
notes_create(title="<arxiv_id>", content="<html>", folder="research/papers")
# Analysis: <title> (<arxiv_id>)
## Meta
- Authors: <list>
- Year: <year>
- Venue: <venue if known>
- Source ID: <for search tool queries>
## Key Claims
1. <claim> — evidence: <type> — verification: L1 (source checked)
2. <claim> — evidence: <type> — verification: L2 (cross-referenced with <source>)
...
## Methods
- Approach: <description>
- Key assumptions: <list>
- Data/benchmarks: <list>
- Baselines: <list>
## Gaps / Limitations
- Acknowledged: <what the paper says>
- Unacknowledged: <what you noticed>
- Follow-up questions: <list>
## Connections
- Related to: [other papers in workspace]
- Contradicts: [if any]
- Extends: [if any]
## Confidence: HIGH/MEDIUM/LOW
<justification for confidence level>
Input: arxiv_id = "2401.04088" (a hypothetical MoE paper)
Process:
literature-review, research-orchestrator; uses papers from paper-discoveryliterature-review synthesis