nsfc-justification-writer

What problem does it solve?

The NSFC-justification-writer tackles the challenge of drafting theory-driven grant justification paragraphs from minimal information, ensuring alignment with NSFC templates and verifiable claims.

Core Features & Use Cases

• Progressive writing coach: guides users from skeleton to final draft, maintaining logical flow and template structure.
• Verifiability enforcement: checks for evidence, cross-chapter terminology consistency, and citation integrity.
• Info form integration: uses a starter information form to capture essential project details and map them to required narrative sections.
• Cross-chapter alignment: ensures terminology and key indicators stay consistent across related sections (2.1, 3.1) to support coherent research narratives.
• AI-assisted drafting with safe fallbacks: leverages AI when available but always provides deterministic fallback paths to guarantee stability.

Quick Start

• python skills/nsfc-justification-writer/scripts/run.py init --out /path/to/info_form.md
• python skills/nsfc-justification-writer/scripts/run.py diagnose --project-root /path/to/project
• python skills/nsfc-justification-writer/scripts/run.py coach --project-root /path/to/project --stage auto
• python skills/nsfc-justification-writer/scripts/run.py apply-section --project-root /path/to/project --title "国内外研究现状" --body-file /path/to/new_body.txt