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lingzhi227 avatar

Backward Traceability

lingzhi227/agent-research-skills
1.3k installs265 stars
Summary

Clickable citations for every number in your research paper that jump straight to the code line that generated it. You wrap your experiment outputs in LaTeX hypertarget tags, reference them with hyperlinks in your paper text, and compile to a PDF where reviewers can verify any result by clicking through to the appendix code listing. Includes scripts to scan for orphaned references and verify that printed values match code outputs. The workflow is rigid (you can't hand-type numbers anymore) but that's the point. If you've ever had a reviewer question a result and couldn't remember which script version produced it, this forces that problem to never happen.

Install to Claude Code

npx -y skills add lingzhi227/agent-research-skills --skill backward-traceability --agent claude-code

Installs into .claude/skills of the current project.

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Integrate web data into your AI product. One API to scrape website & brand data.
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Files
SKILL.md

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Featured
CodeRabbit
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AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
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Capacitor - Shared memory for your team’s coding agents.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
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build now →
Categories
AI & Agent BuildingData Science & MLOffice & Documents
First SeenJun 3, 2026
View on GitHub

More from lingzhi227/agent-research-skills

All 31 skills →
  • Excalidraw Skill1.2k
  • Literature Review3.5k
  • Literature Search2.2k
  • Figure Generation1.8k
  • Latex Formatting1.8k
  • Citation Management1.7k
  • Math Reasoning1.7k
  • Data Analysis1.6k
  • Deep Research1.5k
  • Idea Generation1.5k
  • Paper Revision1.5k
  • Paper Writing Section1.5k
  • Experiment Design1.4k
  • Novelty Assessment1.4k
  • Github Research1.4k
  • Research Planning1.4k
  • Survey Generation1.4k
  • Code Debugging1.4k
  • Algorithm Design1.4k
  • Rebuttal Writing1.4k
  • Related Work Writing1.3k
  • Table Generation1.3k
  • Self Review1.3k
  • Slide Generation1.3k

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