ai-native-dev
✓Proactively manage development tasks in TASKS.md. Automatically tracks progress, updates status, prioritizes backlog, and estimates effort. Runs in background during development - no explicit invocation needed.
Installation
SKILL.md
Look for TASKS.md in the project root. If it doesn't exist and you're doing significant work, create it.
| Starting a feature/fix | Move task to "In Progress" or create one | | Committing code | Update progress notes on current task | | Creating a PR | Move task to "Review" | | Getting blocked | Move to "Blocked" with clear question | | Completing work | Move to "Done" with date and PR link | | User describes new work | Add to Backlog with estimate |
| Session ending | Ensure all in-progress work is captured |
Proactively manage development tasks in TASKS.md. Automatically tracks progress, updates status, prioritizes backlog, and estimates effort. Runs in background during development - no explicit invocation needed. Source: junhua/forth-ai-homepage.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/junhua/forth-ai-homepage --skill ai-native-dev- Source
- junhua/forth-ai-homepage
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is ai-native-dev?
Proactively manage development tasks in TASKS.md. Automatically tracks progress, updates status, prioritizes backlog, and estimates effort. Runs in background during development - no explicit invocation needed. Source: junhua/forth-ai-homepage.
How do I install ai-native-dev?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/junhua/forth-ai-homepage --skill ai-native-dev Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/junhua/forth-ai-homepage
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01