#llm hackathon ideas

Ideas tagged llm

• AI

  Ask Your CSV in Plain English

  Upload a CSV, ask a question and get a chart plus the SQL that produced it

  Intermediate14h1–2

  DuckDBLLMCharts

  18/20

• Gaming

  Social Deduction with an AI Player

  One player in a werewolf-style game is secretly an AI

  Intermediate16h2–3

  LLMSocket.IONext.js

  18/20

• AI

  AI Resume Screener

  Turns hours of resume screening into a ranked shortlist in minutes

  Beginner24h1–3

  Next.jsOpenAI APITailwind

  17/20

• AI

  Blind Model Arena for Your Prompt

  Compare several models' answers to your own prompt without seeing which is which

  Intermediate12h1–2

  Vercel AI SDKNext.jsSQLite

  17/20

• AI

  Text to Editable Diagram

  Describe a process or system and get a hand-drawn style diagram you can edit

  Intermediate14h1–2

  LLMExcalidrawReact

  17/20

• AI

  Consumer Complaint Letter Drafter

  Describe what went wrong and get a firm, polite complaint with the right details

  Beginner8h1–2

  LLMNext.jsTailwind

  17/20

• Productivity

  Prompt-to-Dashboard

  Turns a CSV and one sentence into a working dashboard

  Intermediate24h1–3

  Next.jsLLMCharts

  17/20

• Productivity

  Outline to Slide Deck

  Write a bullet outline and get a clean, editable slide deck

  Intermediate14h1–2

  LLMReactSatori

  17/20

• Productivity

  Form Builder from One Sentence

  Describe the form you need and get a working, shareable form

  Beginner8h1–2

  LLMNext.jsJSON Schema

  17/20

• Productivity

  Command Palette for Any Web App

  Drop-in Cmd+K palette that understands natural language commands

  Intermediate14h1–2

  ReactLLMTypeScript

  17/20

• EdTech

  Curriculum-Aligned Lesson Plan Generator

  Generate a lesson plan aligned to a curriculum standard with activities and checks

  Intermediate12h1–2

  LLMNext.js

  17/20

• Devtools

  Stack Trace Explainer

  Paste an error and get the likely cause, the relevant line and a fix

  Beginner10h1

  LLMNode.jsTree-sitter

  17/20

• Devtools

  Unit Tests from Diffs

  Generate missing unit tests for the code changed in a PR

  Intermediate16h1–2

  LLMNode.jsVitest

  17/20

• Devtools

  Semgrep Rule from Example

  Show a bad code example and get a static analysis rule that finds it everywhere

  Intermediate12h1

  SemgrepLLMNode.js

  17/20

• Devtools

  Voice Rubber Duck Debugger

  Explain your bug out loud and the duck asks the right questions

  Intermediate12h1

  WhisperLLMSpeech API

  17/20

• Devtools

  Prompt Regression Tests

  Catch quality drops when prompts or models change

  Intermediate14h1–2

  Node.jsLLMGitHub Actions

  17/20

• Social Good

  Community Moderation Assistant

  Triage reported posts with suggested actions and rule citations

  Intermediate14h1–2

  LLMNext.jsPostgres

  17/20

• Gaming

  Chess Move Explainer

  Explain why the engine's best move is best in plain words

  Intermediate14h1

  Chess engineLLMNext.js

  17/20

• Gaming

  LLM Murder Mystery Party

  Every guest gets a secret character while an AI narrator runs the mystery

  Intermediate16h1–3

  LLMSocket.IONext.js

  17/20

• AI

  AI Study Planner

  Breaks big study goals into realistic daily plans

  Intermediate24h1–2

  ReactLLM

  16/20

• AI

  Document Q&A

  Lets people ask questions about long documents instantly

  Intermediate24h1–3

  Next.jsRAGLLM

  16/20

• AI

  Context-Aware Writing Assistant

  Improves clarity without changing the writer’s voice

  Intermediate24h1–2

  Next.jsLLM

  16/20

• AI

  Rental Agreement Red-Flag Explainer

  Upload a rental agreement and see risky clauses explained in plain language

  Intermediate14h1–3

  PDF.jsLLMNext.js

  16/20

• AI

  Support Ticket Auto-Triage

  Incoming tickets get a category, urgency and suggested reply automatically

  Intermediate14h1–3

  EmbeddingsLLMPostgres

  16/20

• AI

  Same Story, Three Outlets

  See how different outlets frame the same news story side by side

  Intermediate16h1–3

  Search APIEmbeddingsLLM

  16/20

• AI

  PDF Tables to Clean CSV

  Extract tables from messy PDFs into clean, checked CSV files

  Intermediate14h1–2

  MarkItDownPythonLLM

  16/20

• AI

  Prompt Injection Playground

  Attack your own LLM app with known injection patterns and see which ones get through

  Intermediate18h1–3

  LLMNode.jsNext.js

  16/20

• AI

  Brand Voice Checker

  Check social posts against your brand voice guide before posting

  Beginner8h1–2

  LLMNext.jsTailwind

  16/20

• Productivity

  AI Invoice Generator

  Creates clean invoices from plain text in seconds

  Beginner12h1–2

  Next.jsPDF libraryLLM

  16/20

• Fintech

  Personal Finance Insights

  Shows spending patterns and simple saving suggestions

  Intermediate24h1–3

  ReactChartsLLM

  16/20

• Gaming

  Prompt-to-Level Generator

  Generates playable levels from a text description

  Advanced36h2–3

  PhaserLLMJSON

  16/20

• AI

  AI Email Summarizer

  Helps people spot important emails without reading everything

  Beginner12h1–2

  Next.jsOpenAI API

  15/20

• AI

  Product Review Pros and Cons Digest

  Paste reviews and get honest pros, cons and who the product is not for

  Beginner8h1–2

  LLMEmbeddingsNext.js

  15/20

• AI

  Mood to Playlist DJ

  Describe your mood or moment and get a playlist that fits

  Beginner8h1–2

  LLMMusic APINext.js

  15/20

• Gaming

  AI Dungeon Master

  Runs a story-driven game session that remembers player choices

  Intermediate24h1–3

  Next.jsLLMRealtime DB

  15/20