One-click install
npx skills add https://github.com/Lambenthan/empiricalwiki --skill paper-plan-lambenthan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: /paper-plan
Source: https://github.com/Lambenthan/empiricalwiki/tree/main/.claude/skills/paper-plan
Command: npx skills add https://github.com/Lambenthan/empiricalwiki --skill paper-plan-lambenthan

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It transforms target claims from your wiki evidence graph into a complete, venue-aware paper outline with sections, figures/tables, and a verified citation plan, so your writing is driven by research evidence rather than convention.

Core Features & Use Cases

  • Evidence map to narrative structure: builds an evidence matrix (claims → evidence sources → section placement) to drive the outline.
  • Venue-structured chapter planning: generates a chapter plan (Introduction/Related Work/Method/Experiments/Conclusion) aligned to page limits and formatting expectations for major conferences/journals.
  • Figure + citation verification pipeline: produces a figure/table plan and performs BibTeX pre-fetch and verification for every cited paper.
  • Mandatory review gate: runs an area-chair style Review LLM step to check narrative coherence and evidence sufficiency, then updates the plan accordingly.

Example use case: you have a set of supported or weakly supported claims in wiki/claims/, and you need an ICLR-style paper plan that clearly justifies every section using the claim graph.

Quick Start

Generate a paper outline by running the paper-plan skill with your target claim slugs and a required venue, so it writes wiki/outputs/paper-plan-{slug}-{date}.md with a section plan, figure plan, and citation coverage.

Frequently Asked Questions about /paper-plan

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a paper outline from a claim graph?

To generate a paper outline from a claim graph, provide target claim slugs and a mandatory venue argument. The skill compiles evidence maps into a narrative structure, producing a section-to-claim plan, figure plan, and verified citation coverage.

Can I format a paper plan for specific conference or journal venues?

Yes, you can format a paper plan for specific venues by supplying a mandatory venue argument. The skill generates a chapter plan aligned to page limits and formatting expectations for major conferences and journals.

How do I plan figures and tables using an academic evidence map?

You can plan figures and tables using an academic evidence map by running the skill on supported or weakly supported claims. It produces a structured figure and table plan driven by the underlying claim evidence sources.

Does the paper planning process verify citations automatically?

Yes, the paper planning process verifies citations automatically through a dedicated pipeline. It performs BibTeX pre-fetch and verification for every cited paper before finalizing the outline.

What do I need to create an evidence-driven paper outline?

To create an evidence-driven paper outline, you need target claim slugs with supported or weakly_supported statuses and corresponding experiments in your wiki. A mandatory venue argument is also required to structure the chapters.

How does the mandatory review gate check narrative coherence in a paper outline?

The mandatory review gate checks narrative coherence by running an area-chair style Review LLM step. It evaluates evidence sufficiency and narrative alignment, then updates the paper plan accordingly to ensure quality.