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Load context from the paper draft and analysis checklist before working on an analysis. Use when starting work on a paper-related analysis to get relevant context.

srijitseal By srijitseal schedule Updated 3/7/2026

name: paper description: Load context from the paper draft and analysis checklist before working on an analysis. Use when starting work on a paper-related analysis to get relevant context. allowed-tools: Read, Grep, Glob

Paper Analysis Context

Load relevant context from the paper and checklist before starting analysis work.

Usage

/paper [analysis description or notebook name]

Examples:
  /paper 2.01 chemical space
  /paper cluster split
  /paper performance distance

Instructions

  1. Read the context files:

    • docs/paper/analysis_checklist.md - analysis tracking (source of truth for status)
    • docs/paper/outline.md - the paper outline
  2. Find relevant sections based on the user's query:

    • Search checklist for analysis status and notebook details
    • Search outline for related sections
  3. Present a context summary:

    ## Analysis: [name]
    
    ### From Checklist (source of truth)
    - Status: [TODO/IN_PROGRESS/DONE]
    - Expected outputs: [what it should produce]
    - Dependencies: [data or prior analyses needed]
    
    ### From Outline
    - Related sections: [where this fits in the paper]
    - Key context: [relevant excerpts or summary]
    
    ### Ready to Start
    - Inputs available: [yes/no, with paths]
    - Suggested notebook: [path if exists]
    
  4. Then stop and let the user drive. Don't start the analysis automatically.

  5. After work is done, remind the user:

    • Update checklist status if needed
    • Use /writeup to document findings as a GitHub Issue

Notes

  • Workflow: /paper (context) -> analysis -> /writeup (GitHub Issue) -> update checklist
  • Source of truth for status: analysis_checklist.md only
  • All files evolve - always read fresh, don't assume content
  • Keep summaries concise - extract only what's relevant
Install via CLI
npx skills add https://github.com/srijitseal/polaris --skill paper
Repository Details
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