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.