content-refinement-agent
CommunityIterative paper refinement with simulated peer review.
Education & Research#latex#peer-review#revision-tracking#content-refinement#manuscript-editing#ai-assisted-writing
Authorleonardodalinky
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The Content Refinement Agent provides an automated, auditable workflow to iteratively revise LaTeX manuscripts by simulating expert peer review, collecting structured feedback, and applying targeted edits with an explicit worklog and per-iteration snapshots.
Core Features & Use Cases
- Simulated peer review using a six-axis rubric to identify strengths, weaknesses, questions, and decisions
- Iterative revision loop with per-iteration snapshots, automated scoring, and an explicit best-snapshot promotion
- Built-in safety and integrity gates (anti-leakage, limitation-avoidance, and LaTeX/citation sanity checks) to maintain quality and reproducibility
- Produces final validated paper.tex/paper.pdf and a comprehensive worklog for traceability and auditing
- Use cases include improving clarity, structure, and presentation of research manuscripts in an AI-assisted writing workflow
Quick Start
Run the content refinement agent on your draft to generate an updated LaTeX paper and an accompanying revision log.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: content-refinement-agent Download link: https://github.com/leonardodalinky/SciDER/archive/main.zip#content-refinement-agent Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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