Health
AI Consultation Scribe
Draft visit notes from the consultation conversation for the doctor to edit
Advanced24h2–3
WhisperLLMNext.js
18/20#summaries hackathon ideas
17 ideas across 8 categories · 7 beginner · 9 intermediate · 1 advanced. Sorted by judging fit (editorial estimate).
Ideas tagged summaries
Productivity
Browser Tab Triage Extension
Group, summarise and close your open tabs in one click
Intermediate14h1–2Chrome extensionLLMEmbeddings17/20Productivity
Async Video Update Digest
Team members record short video updates and everyone gets a two-minute digest
Intermediate16h2–4WhisperLLMNext.js17/20Productivity
Pre-Meeting Brief
Get a one-page brief before each meeting from past emails and notes
Intermediate14h1–2Calendar APIGmail APILLM17/20Productivity
Project Retrospective Generator
Turn a sprint's tickets and chat into a draft retrospective
Intermediate12h1–3GitHub APILLMNext.js17/20Productivity
Forward-to-File Knowledge Inbox
Forward links and notes to a bot and they get filed, summarised and searchable
Intermediate12h1–2Telegram Bot APILLMPostgres17/20Fintech
Portfolio News Explainer
Explain why your holdings moved today in plain language
Intermediate14h1–2LLMMarket data APINext.js17/20Turn raw steps, sleep and heart rate exports into a readable weekly story
Beginner10h1PythonLLMCharts17/20Generate a structured shift handoff summary from notes and vitals
Intermediate16h2–3LLMNext.jsPostgres17/20Devtools
Incident Postmortem Drafter
Draft a blameless postmortem from the incident channel and alerts
Intermediate14h1–2Slack APILLMNode.js17/20Drop an episode and get timestamps, chapter titles and show notes
Intermediate16h1–3WhisperEmbeddingsLLM16/20AI Agents
Personal Morning Briefing Agent
Get one short daily brief of your news topics, calendar and to-dos
Beginner8h1–2LLMTTSCron16/20Productivity
Read-Later Weekly Digest
Get one weekly email with summaries of everything you saved
Beginner8h1–2LLMNext.jsCron16/20Social Good
Petition and Policy Summarizer
Get a neutral summary of a petition or bill before you sign or vote
Beginner8h1LLMNext.js16/20Helps people spot important emails without reading everything
Beginner12h1–2Next.jsOpenAI API15/20Paste reviews and get honest pros, cons and who the product is not for
Beginner8h1–2LLMEmbeddingsNext.js15/20Summarizes long governance proposals before a vote
Beginner12h1–2Next.jsLLM15/20