nsf-bibref-filler

Fill in or tighten citations in NSF proposal sections using local .bib files.

13|1|Updated Mar 21, 2026

Search Tags:#validation #citation #bibtex #reference-management #proposal-writing #nsf #local-bib

Ready to run

npx skills add https://github.com/yzhao062/agent-config --skill nsf-bibref-filler

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: nsf-bibref-filler
Source: https://github.com/yzhao062/agent-config/tree/main/reference-skills/nsf-bibref-filler
Command: npx skills add https://github.com/yzhao062/agent-config --skill nsf-bibref-filler

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Add or tighten bibliography citations in NSF proposal sections by consulting local .bib files, validating keys, and leaving clear TODOs for unresolved references.

Core Features & Use Cases

Local bibliography-first workflow to insert or patch citations without altering the section arguments.
Reuse exact local cite keys when possible and surface TODOs when exact matches are unavailable.
Enforce conservative citation density guided by internal rules, with external verification only when permitted.

Quick Start

Use the NSF Bibref Filler to add or tighten citations using local bib entries.

Frequently Asked Questions about nsf-bibref-filler

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

FAQPage Schema

How do I fill in missing bibtex citations in an NSF proposal section?▼

To fill in missing NSF citations, the tool consults local .bib files and validates keys to insert matching references without altering your section's arguments. It uses conservative citation density and leaves visible TODOs for unresolved references.

Can I tighten existing bibtex references against a local bibliography?▼

Yes, you can tighten existing bibtex references by validating cite keys against local .bib files. The tool operates within your proposal workspace, reusing exact local keys when possible and surfacing TODOs for uncertain matches.

Do I need local bib files to add citations to my NSF proposal?▼

Yes, local .bib files are required as the primary evidence source for adding citations. The tool prefers local evidence to patch references and will leave visible TODOs when exact matches are unavailable.

What happens to unresolved or uncertain references during citation validation?▼

Unresolved or uncertain references are marked with visible TODOs during citation validation. The tool preserves your section's arguments while adding only citations that materially support claims, leaving clear markers for manual review.

How does conservative citation density work when writing NSF proposals?▼

Conservative citation density is enforced by internal rules that add only citations materially supporting claims. External verification is used only when permitted, preventing over-citation while tightening references against local .bib files.