08 · HUMAN-IN-THE-LOOP INBOX · v0.1.0

Review only the calls your AI wasn't sure about.

Only escalations your AI systems flagged as needing a human land here. Respond with Approve, Reject, or optional feedback, and the AI receives your decision and continues.

Free · macOS 11+ · Universal (Apple Silicon / Intel) · Signed & notarized

Screens

What it does

01One inbox for everything
Escalations from any AI system in one place, colour-coded by level so priority is obvious at a glance.
02Real-time updates
New escalations appear instantly over SSE — no reload needed.
03Approve, reject, feedback
Open an item, read the detail, respond. Optional feedback helps the AI make a better call next time.
04Resolved once, for good
A resolved item can't be resolved again — the record stays consistent for auditing.
05Dashboard
Pending count, breakdown by level, and average resolution time at a glance.
06Usable from any AI system
comet-taskAI, ai-scheduler, your own scripts — anything that can POST over HTTP can connect.

How it works

  1. Launch and issue a key

    Issue an API key in Settings and copy the API endpoint shown there.

  2. Configure your AI system

    Give the URL and key to whatever sends escalations — they arrive automatically when a decision is needed.

  3. Review and respond

    Open an item from the inbox and Approve or Reject. The AI receives the result and continues.

Good to know

  • Three levels — Interrupt (paused, waiting), Urgent (attention soon), Emergency stop (outside agreed scope; review first).
  • A duplicate approve/reject from another client is rejected with 409.
  • Resolution timestamps are server-assigned, keeping aggregates accurate.

Get AI Decision Reviewer

Free

Requirements
macOS 11+ · Universal (Apple Silicon / Intel) · Signed & notarized
Build
v0.1.0 · signed & notarized