Individual skill
paper-navigator
Find and read academic papers (S2 + arXiv). Disambiguate ambiguous queries, search by keyword + citation graph + recommendations + snippets, judge relevance against an authored rubric, and read with L1/L2/L3 strategy. Trigger phrases: find papers, search papers, related work, citation analysis, recent advances, read this paper, baseline with code. Do NOT use for: survey reports (research-survey), idea generation (research-ideation), Related Work sections (paper-writing).
skills/paper-navigator/SKILL.md
Source commit 4889c2270af5f9a7658bb6a6709bf37040902006
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 4, 2026
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Repository context
- Repository stars (not skill ratings)
- 488
- Repository last updated
- Oct 27, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- skills Repository topic
- ai-agent Repository topic
- ai4science Repository topic
- vibe-research Repository topic
- core Declared skill tag
- research Declared skill tag
- literature Declared skill tag
- papers Declared skill tag
- search Declared skill tag
- rubric Declared skill tag
- research Derived category
- writing Derived category
Files and excerpt
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Browse files
SKILL.mdcore · 25,709 bytesSKILL.mdcore · 25,709 bytesSKILL.mdcore · 25,709 bytesSKILL.mdcore · 25,709 bytesSKILL.mdcore · 25,709 bytesSKILL.mdcore · 25,709 bytesSKILL.mdcore · 25,709 bytesSKILL.mdcore · 25,709 bytesSKILL.mdcore · 25,709 bytesassets/paper-summary-template.mddoc · 992 bytesreferences/api-reference.mddoc · 4,400 bytesreferences/arxiv-categories.mddoc · 1,911 bytesreferences/disambiguation.mddoc · 2,178 bytesreferences/env-vars.mddoc · 3,319 bytesreferences/iterative-collection.mddoc · 11,430 bytesreferences/output-formats.mddoc · 2,608 bytesreferences/reading-strategy.mddoc · 4,135 bytesreferences/search-principles.mddoc · 13,920 bytesrequirements.txtdoc · 26 bytesscripts/arxiv_monitor.pyruns · 5,242 bytesscripts/author_search.pyruns · 3,987 bytesscripts/citation_traverse.pyruns · 20,543 bytesscripts/dataset_search.pyruns · 3,138 bytesscripts/deepxiv_client.pyruns · 5,028 bytesscripts/download_paper.pyruns · 9,081 bytesscripts/fetch_paper.pyruns · 11,256 bytesscripts/find_code.pyruns · 5,620 bytesscripts/github_search.pyruns · 2,963 bytesscripts/library_search.pyruns · 4,867 bytesscripts/literature_report.pyruns · 16,549 bytesscripts/match_paper_by_title.pyruns · 11,001 bytesscripts/recommend.pyruns · 5,521 bytesscripts/saturation.pyruns · 14,615 bytesscripts/scholar_search.pyruns · 8,015 bytesscripts/snippet_search.pyruns · 6,722 bytesscripts/sota.pyruns · 5,326 bytesscripts/trending.pyruns · 4,024 bytesscripts/utils.pyruns · 43,337 bytes
Read excerpt
# Paper Navigator
Find and read academic papers. Route by **intent**, judge by **relevance**.
```
User
│
▼
┌── Router ──┐
│ │
▼ ▼
POINT LIST/ITERATIVE
(1 paper) (Probe + up to 3 paper rounds:
R2 breadth / R3 deepen / R4 close)