Django NLP LLM Writing Tools

GrammarLens — AI Grammar Checker

Every correction comes with the reason behind it

GrammarLens — AI Grammar Checker — AI project by ProjectsHub
/100
Writing Score
Every
Fix Explained
1-Tap
Apply All Fixes
Live
Inline Highlighting
Overview

What is this project?

Most grammar tools fix your sentence and move on. GrammarLens teaches while it corrects. Text is scored out of 100 with a plain-language verdict ("Looking good — 3 issues to review"), and every problem is underlined in place so the writer sees it in context.

Each suggestion is a before → after pair with a written explanation of the rule: why "gone" should be "has gone" (present perfect after "she" for a recently completed action), why "dont" should be "doesn't" (correct form to use with "he"), why "nothing" should be "anything". Fixes can be applied one at a time or all at once, and the corrected text copies to the clipboard in a single click.

The editor keeps a live character count and a clean toggle between reviewing and editing, so the writer stays in flow.

Process

Build Timeline

Phase 01 — Discovery
Teaching vs. Fixing
Interviewed writers and found explanations mattered more than raw correction accuracy.
Phase 02 — Build
Detection & Scoring
Built the issue detection pipeline and the 0–100 scoring model over it.
Phase 03 — Build
Explanation Engine
Generated a short, specific rule explanation for every suggestion and wired up single and bulk fix application.
Phase 04 — Launch
Editor Polish
Inline highlighting, review/edit toggle, copy-corrected and file import.
Get This Project

What's Included

Free
one-time payment · lifetime access
  • Writing score out of 100 with a plain-language verdict
  • Inline underlining of every issue in the original text
  • Before → after suggestion cards with the grammar rule explained
  • Apply a single fix or all fixes at once
  • Copy the corrected text in one click
  • Toggle between review and edit modes
  • Live character count
  • Import text from a file or clear the editor instantly
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