AunySillyMemodel-orchestrator
Documentation
model-orchestrator/Documentation

From bin/README.md · fa38590 · Built 2026-09-28

Commands and lane runner

Plain Node executables with zero runtime dependencies.

File Command What it gives you
cli.js npx model-orchestrator Select a setup and write routing files; print third-party setup commands for you to run
aunx.js aunx Run the installer, dispatch the lane runner, scaffold briefs and checks, summarize metrics or suggest a route
cli-run.mjs aunx cli-run Call an agent CLI and return nonzero when it produces no accepted result

Lane runner (aunx cli-run)

aunx cli-run --doctor
aunx cli-run codex --brief TASK_BRIEF.md --effort high
# Direct equivalents from the installed rules folder:
node bin/cli-run.mjs --doctor
node bin/cli-run.mjs codex --brief TASK_BRIEF.md --effort high

aunx uses the packaged runner by default. Pass --dir PATH to use that project's own installed runner under PATH/bin/; aunx then prints the runner path it is using on stderr. When --dir names a folder with no runner, the packaged copy runs instead. Arguments and exit status pass through. --doctor --run performs live checks using your own vendor sign-ins and quota.

Exit Meaning
0 Accepted result
2 Invalid usage
10 Empty result or unmet output contract
11 No output
12 Timeout
13 Unavailable tool
14 Authentication failure
15 Quota exhausted
16 Request rejected
17 Required tool action refused
18 Run cut short
130 / 143 Interrupted by a signal on POSIX

The local log records requested model and effort, their source, fixed result classes and the vendor exit code. Its existing schema is preserved. It stores no prompt text or provider-supplied failure text.

cli-run.mjs exports its output judges so test/judges.test.js can prove each rejects the failure shapes it exists to catch. Tests use fixture output and stub CLIs.

Acceptance-check runner (aunx checks run)

Scaffold with aunx checks ACCEPTANCE_CHECKS.json, then fill each command and its expected property. aunx checks run ACCEPTANCE_CHECKS.json executes the commands and reports PASS or FAIL. Any failure exits 1. These are shell commands with your permissions: run only a reviewed check file. Gate a later action by running it only after exit 0.

Briefs, context and metrics

aunx brief prints the template; aunx brief new TASK_BRIEF.md writes a new file. aunx context CONTEXT.md scaffolds shared facts. aunx route-metrics --summary reports local routing activity. aunx route "design the auth system" prints an explained keyword-based suggestion and launches no worker.

Operation and verification

  • What and why: one command exposes the installer and the tools an agent uses to prepare, route and verify work.
  • Trigger: a user or agent invokes a command explicitly. The wrapper registers no background service.
  • Invocation chain: npm bin link -> bin/aunx.js -> src/aunx.js -> the selected Node entry point or local scaffold/check handler.
  • Dependencies: Node as declared in package.json; a vendor CLI and its sign-in only when calling that vendor. Scaffolds and route suggestions work without companions.
  • Reads: package templates, an explicitly selected check file, the project's installed runner, and the existing metrics log for summaries.
  • Writes: scaffold files use exclusive creation. Check commands can write whatever their reviewed code requests. The delegated runner and metrics hook retain their documented local logs.
  • Closed loop: callers inspect the exit code and the check report. Nothing watches the wrapper as a service; the repository test workflow watches committed changes. Gate a later action on exit 0 when using acceptance checks.
  • Failure modes: invalid arguments or check format return 2, failed checks return 1, and dispatched Node commands retain their exit codes. An existing scaffold path is preserved. Without --dir the packaged runner always runs; with --dir, a missing project runner falls back to the packaged copy.
  • Run and verify: node bin/aunx.js --help, node bin/aunx.js route "rename this file", and node --test test/aunx.test.js. For a real vendor, use the doctor command above with your own authorization and quota.
  • Source of truth: src/aunx.js, the templates it loads, and the dispatch and exit-code tests in test/aunx.test.js.