backward-traceability

Link LaTeX numerical values to code outputs using hypertargets and hyperlinks.

4|1|Updated Apr 8, 2026
One-click install
npx skills add https://github.com/ARAVINDAN20/Claude-Research-Paper-OS --skill backward-traceability-aravindan20
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: backward-traceability
Source: https://github.com/ARAVINDAN20/Claude-Research-Paper-OS/tree/main/.claude/skills/agent-research-skills/skills/backward-traceability
Command: npx skills add https://github.com/ARAVINDAN20/Claude-Research-Paper-OS --skill backward-traceability-aravindan20

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Make every numeric result in a LaTeX paper traceable to the exact code line that produced it. Uses hypertarget/hyperlink anchors and \num{formula} evaluated at compile time to support reproducibility and data integrity verification.

Core Features & Use Cases

  • Tag code outputs with hypertarget anchors to create traceable links from paper results to source lines.
  • Reference those anchors in the manuscript with \hyperlink and use \num for derived values.
  • Verify cross-file consistency and integrity between paper text and code outputs using provided scripts.

Quick Start

Open a paper project and tag numeric results in your code output with hypertarget anchors.

Frequently Asked Questions about backward-traceability

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

FAQPage Schema
How do I link LaTeX numerical values to the exact code lines that produced them?

To link LaTeX numerical values to code outputs, you tag code outputs with hypertarget anchors and reference them in your manuscript using hyperlinks. This creates traceable connections from paper results directly to source lines.

What is the best way to ensure reproducibility of figures and results in a research paper?

Reproducibility of figures and results is ensured by emitting hypertargets in code outputs and replacing paper numbers with hyperlink references. This end-to-end pipeline traces derived values back to their generating code.

How do I verify consistency between LaTeX paper text and code outputs?

To verify consistency between LaTeX text and code outputs, run the provided validation scripts. These scripts check cross-file integrity to ensure numbers in the paper match the compiled code results.

Can I evaluate derived numeric values at compile time in LaTeX?

Yes, you can evaluate derived numeric values at compile time using the \ um{formula} command. This calculates values dynamically while linking them to hypertarget anchors for data integrity verification.

Do I need specific dependencies to trace numbers back to their code lines?

No specific external dependencies are required to trace numbers back to code lines. The Skill relies on LaTeX hypertargets and hyperlinks, utilizing provided scripts and patterns for validation.

What are the limitations of using hypertargets for traceability in paper writing?

Using hypertargets for traceability requires manual insertion of anchors in code outputs and hyperlink references in the manuscript. Consistency validation depends on running provided scripts against compiled results.