Quickstart

Muster turns an outcome into finished work. You give it a goal in plain language; it picks the right tools for each piece and drives toward your success criteria, showing its reasoning the whole way.

Pick the mode that matches what you want.

Plan and review: /muster:run

The interactive router. It detects context, assembles the crew, and shows the glass-box manifest plus a plan, then stops for your approval. It plans and shows; it does not execute.

/muster:run Add rate limiting to the public API with tests

If the outcome is thin, Muster runs a deterministic gap-check (muster assess) and, if needed, an interview that asks one question at a time behind an approval gate before any crew is assembled.

Hands-off delivery: /muster:autopilot

The full lifecycle, hands-off. It branches, routes, runs waves (parallel fan-out, tournaments, an adversarial review gate), commits per wave, then presents the merge decision. It only stops for that decision or an escalation.

/muster:autopilot Resolve all open issues and update the README

You can also hand it a GitHub issue reference as the outcome:

/muster:autopilot #42

Fix a bug: /muster:diagnose

Failure-first. Reproduce, find the root cause via systematic debugging, fix, add a regression test, verify. No symptom-patching.

/muster:diagnose Paste a failing test or stack trace here

Sweep the codebase: /muster:audit

Breadth-first review and fix. It fans out six read-only dimension reviews in parallel (architecture, tech-debt, coverage, simplification, readability, security), consolidates a ranked ledger, then fixes everything with tests and verifies.

/muster:audit
/muster:audit src/payments

Inspect the routing yourself

Because the CLI is deterministic and makes no model calls, you can run it in a terminal to see exactly how Muster would resolve work:

# What did Muster detect about this project?
npx @adnova-group/muster detect

# Which provider wins each role, on which model, and what would beat it?
npx @adnova-group/muster capabilities

# Which specialist matches a free-text task?
npx @adnova-group/muster match "audit this code for security vulnerabilities"

# Which pipeline routes for an outcome?
npx @adnova-group/muster route "draft a PRD for a referral program"

Next: read Concepts to understand the router that powers all of this.