Devtools
Pull Request Risk Score
Score each PR for risk so reviewers focus where it matters
Intermediate16h1–2
GitHub APINode.jsLLM
18/20#github hackathon ideas
9 ideas across 4 categories · 1 beginner · 7 intermediate · 1 advanced. Sorted by judging fit (editorial estimate).
Ideas tagged github
AI Agents
MCP Server for GitHub Issue Triage
Let any MCP-capable assistant label, dedupe and prioritise your repo's issues
Intermediate14h1–2MCP SDKGitHub APIEmbeddings17/20Productivity
Project Retrospective Generator
Turn a sprint's tickets and chat into a draft retrospective
Intermediate12h1–3GitHub APILLMNext.js17/20Fund GitHub issues and pay contributors automatically when the PR merges
Intermediate16h2–3SolidityGitHub APIViem17/20Devtools
Issue Duplicate Finder
Suggest likely duplicates when a new issue is opened
Intermediate12h1GitHub APIEmbeddingsNode.js17/20Devtools
CI Pipeline Speed Analyzer
Find which CI steps waste time and how to speed them up
Intermediate14h1–2GitHub APIEChartsNode.js17/20AI Agents
Code Review Agent
Catches risky changes before a human reviewer looks at the PR
Intermediate36h2–3PythonGitHub APILLM16/20Devtools
Changelog from Pull Requests
Generate a readable changelog from merged PRs
Beginner8h1GitHub APILLM16/20AI Agents
Dependency Upgrade Agent
An agent upgrades a dependency, fixes breaking changes and opens a PR with test results
Advanced28h1–3LLMGitHub APINode.js15/20