AI clarifies requirements upfront. Claude Code pulls the context.
You just ship.
“Make it pop”
You spend an hour figuring out what they actually mean.
Copy-paste context
Open Claude. Paste the ticket. Paste the docs. Explain the codebase. Again.
Async ping-pong
Three Slack threads, two meetings, still building the wrong thing.
Clarification (happens automatically)
Implementation (you stay in flow)
$ claude > /pick-ticket Found 3 tickets ready... → "Add dark mode toggle" Creating worktree... Opening new Claude instance... ───── new terminal ───── Context loaded. Ready to implement: "Add dark mode toggle" > implement it > /commit PR created. Ticket marked done.
Install once. Every project flows from there.
claude plugin install github:yvocilon/aintentfirst-plugin
Connect your repo
Links repo to your AI Intent First project. Analyzes codebase and generates TERMINOLOGY.md, SCREENS.md, etc. Pushes docs to AI Intent First so the clarification AI understands your app. Smarter questions from day one.
Grab and go
Shows todo tickets ready to build. Creates isolated git worktree. Opens new Claude instance with ticket context loaded. Full spec + clarification history — no re-explaining.
Jump back in
Auto-runs when you open a ticket worktree. Picks up right where you left off.
Keep the AI sharp
Re-analyzes codebase after you ship. Pushes updated docs to AI Intent First. New screens, terms, business rules → better questions on future tickets.
STAKEHOLDER AI YOU
│ │ │
├─── writes ticket ──►│ │
│ ├── asks questions │
│◄── answers ────────┤ │
│ ├── marks ready ───────►│
│ │ ├── pulls ticket
│ │ ├── implements
│ │ ├── pushes PR
│◄─────────────────── notified ─────────────┤Connect in 5 minutes. Free for solo devs.