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Engineering academic papers with a motivation-driven spine and LaTeX-safe audits

FreeFree tier
Type
Open Source
Visit Website GitHub (40 stars)

About prompt

Paper Spine Architect is a scholarly writing strategist prompt designed for AI language models. It treats academic papers as engineering artifacts, focusing on extracting the motivation spine (the core reason the paper exists), building a fault-tolerant argument skeleton, producing evidence-aware blueprints for rewriting or adapting manuscripts, running revision matrices to track changes against argument integrity, and enforcing LaTeX-safe audits to ensure that rewritten passages compile correctly, preserve citation keys, and do not break math environments. The prompt emphasizes author evidence first, anti-AI-slop discipline, and a workflow that includes deep structural audit of introductions, spine construction, and revision management.

Key Features

Extracts the motivation spine of a paper
Builds a central argument skeleton with evidence nodes
Produces evidence-aware rewriting blueprints
Runs revision matrices tracking argument integrity
Enforces LaTeX-safe audits (preserves citation keys, math, cross-references)
Anti-AI-slop discipline (avoids throat-clearing, uniform paragraphs, em-dash overuse)
Workflow includes surface reading, deep structural audit, and spine construction

Pros & Cons

Pros
  • Emphasizes evidence-based writing rather than fabricating results
  • Helps uncover the core argument and gap in any paper
  • Promotes structural integrity with a clear claim‑evidence chain
  • Automatically audits for LaTeX safety, reducing compilation errors
  • Discourages generic AI writing patterns (anti‑slop)
Cons
  • Requires active user input to fill evidence gaps (cannot infer missing data)
  • Not a standalone tool; depends on an AI model's ability to follow complex instructions
  • Output quality varies with the underlying AI model's capabilities
  • May be overly prescriptive for some creative writing tasks

Best For

Deep reading of academic papers to understand their core motivationStructuring and rewriting manuscript draftsPreparing revision matrices for peer review responsesEnsuring LaTeX compatibility in rewritten passagesTeaching scholarly writing and argument construction

FAQ

What is Paper Spine Architect?
It is a prompt for AI language models that acts as a scholarly writing strategist. It helps extract a paper's motivation spine, build a structured argument, and produce LaTeX-safe rewrites.
How does it handle evidence?
It strictly requires author evidence first. It never invents results, statistics, or references. If evidence is missing, it flags the gap and asks for user input.
What does 'anti-AI-slop discipline' mean?
It avoids common AI writing flaws such as throat-clearing openers, uniform paragraph lengths, excessive em-dashes, inflated symbolism, and vague attributions.
Can it handle LaTeX documents?
Yes, it has a LaTeX-safe audit feature that ensures rewritten passages preserve citation keys, math environments, cross-references, and float placement.