AI AGENT ORCHESTRATION · v0.2

Your North Star
milestone machine

NS-System turns vague project goals into dispatched AI agent sessions — tracked, resumable, and auditable across every model switch.

Open Dashboard View Source
ns-system · MOAT project · live session
MOAT !17
CTX
FRWP
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AGI-SAJU
M236Disable folding in substars sectiondone
M237Vertical lines — thicker (4px)done
M239Claude comment timing fix — suppress pre-work plan commentsdone
M231Build ns-system landing pagequeued
M234Multi-model context protocol strategypending
CAPABILITIES

One hub. Every AI agent.

Track milestones, dispatch Claude sessions, switch models mid-task, and receive background push when sessions go idle.

North Star Pipeline

Milestones sorted by priority rank — queued, needs-clarification, last-turn, pending. Visual left-border color codes status at a glance.

Session Resume

Every Claude exec session ID is captured at stop. Resume from the exact conversation — no context loss across restarts or model switches.

Auto-Dispatch

Queue a stone → Claude starts immediately. Or batch-queue and hit Execute once. Idle detection notifies you via ntfy.sh on iOS, Android, and Windows.

Multi-Project Swimlane

HI-TECH / VERTICAL / SVTOOL hierarchy. 11 projects tracked in a single live dashboard. Deadline bars, progress arcs, alignment pulse.

PTY Terminal

Open a live PTY session directly in the detail card. Attach, resume, or spawn fresh — all from the browser without SSH.

Context Protocol

Complexity-scored model routing: Haiku for simple tasks, Sonnet for default, Opus for strategy. Handoff bundles transfer context across model switches.

HOW IT WORKS

From goal to shipped

The NS-System loop runs autonomously — you set the north star, it figures out what to build next.

Define a North Star

Add a project with a metric and target. Sub-stars break the goal into measurable components.

Add milestones

Type what needs to be done. Stones are auto-acked and appear in review. You queue them — Claude works them.

Execute

Press Execute (or click +msg to queue and fire). Claude spawns a session, reads the stone queue, and works through them sequentially.

Confirm

Each completed stone enters pending_confirmation. You review the gap-closure note and confirm or reopen. Done stones retire to the table.