ai-agent

LXLTX Nsfc Writer

Name: LXLTX Nsfc Writer
Author: Lxltx-Team

Build Your Own Local AI-Powered NSFC Proposal Writing Assistant

73 stars18 forksPythonUpdated 12/25/2025100% free · open source

What it does

LXLTX-nsfc_writer is a local AI-powered tool that assists in writing NSFC proposals by generating content based on given prompts and parameters.

When to use it

•When you need to quickly generate a proposal outline for an NSFC grant application
•When you want to automate the process of writing repetitive sections of your proposal
•When you require suggestions for improvement on your existing proposal draft

Ready-to-paste prompt

python main.py --title 'Example Proposal Title' --intro 'Introduction to the proposed research'

Heads up: Ensure you have Python 3.8 or later installed, as the tool may not be compatible with earlier Python versions, and also be aware that the tool's effectiveness depends on the quality of the training data and may require adjustments to the `config.json` file for optimal results

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/lxltx-nsfc-writer && curl -fsSL https://workflowstacks.com/api/skills/lxltx-nsfc-writer/claude-skill -o ~/.claude/skills/lxltx-nsfc-writer/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How LXLTX Nsfc Writer works

Codeflow

Free to inspect

LXLTX Nsfc Writer is a medium Python project (~3.9k lines across 11 code files). Expect some technical setup — comfortable with a terminal, or ask a developer. Last commit 9 months ago, no license file, no tests found.

Size

Medium codebase

~3.9k lines · 11 code files · 33 min skim

Setup

Some technical setup

Comfortable with a terminal? 20–40 min. Otherwise ask a dev.

Runs on

Python

No API keys detected

Python 100%

Where to start reading

1
readme.md
Start here — what it does and how to install it
2
main.py
Where the program starts running
3
src/__init__.py
Inside src/ — the main logic begins here

What's in each folder

src/Core code — the actual logic10 files

configs/Configuration1 files

READMENo tests foundThin docsNo CINo licenseLast update 9 mo ago