CLI Task Manager with AI
Build a terminal-native task manager that uses AI to auto-prioritize, estimate effort, and suggest next actions.
$500 + Badge
Mar 12, 2026
Overview
We believe the best productivity tools meet developers where they already work — the terminal. Build a CLI task manager that goes beyond simple todo lists by using AI to help developers prioritize their work and estimate time. This is a beginner-friendly challenge, but don't let that fool you — a polished CLI tool with thoughtful AI integration can be incredibly impressive. We want something developers would actually install and use daily. **What we're looking for:** - Fast, responsive terminal UI (TUI) or clean command-line interface - Task CRUD with projects, tags, priorities, and due dates - AI-powered features: auto-prioritization, effort estimation, or smart suggestions - Local-first data storage (SQLite, JSON, or similar) - Thoughtful UX: keyboard shortcuts, color coding, tab completion
Evaluation Criteria
Technical Implementation
/40Quality of code, architecture, use of AI/ML techniques
Problem Understanding
/20How well the submission addresses the stated problem
Innovation
/20Creative use of AI, novel approach, differentiated solution
Documentation & Clarity
/10README quality, pitch clarity, demo explanation
Completeness
/10End-to-end functionality, working demo
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