How It Works

One interaction. Same discipline.

Whether you're tackling a quick fix or a major feature, the same TDD and verification applies. Zero decision fatigue.

Same discipline, different starts

Ad-hoc

Just describe the task

Have a quick fix or small task? Just tell /do what to do. Same TDD enforcement, same code review, same verification. No ceremony required.

/do fix the login button typo
=== Milk Quality: SEMI-SKIMMED ===
Timer started
TDD RED: Writing failing test...
TDD GREEN: Test passes
Code review: PASSED
Planned

Let the system pick

Working toward goals? /next analyzes your codebase and surfaces the optimal task. Then /do executes with the same discipline.

/next
TASK [3 points | Est: 2 blocks]
Implement user auth middleware
Advances: ProductLaunch → Auth
/do
Executing...
Finish

Verify and ship

/done requires evidence. Tests must pass. Review must clear. Only then does velocity get tracked. Both paths end the same way.

/done
=== Task Complete ===
Estimated: 2 blocks | Actual: 2 blocks
Velocity: 2 points/block
DO: /next

North Stars and Goals

Direction

Define your North Star

Socratic questioning unearths your guiding direction. North Stars never complete—they're the horizon you navigate toward.

/create north-star
What does the future look like when this is working?
...
North Star: ns1 "Product Launch"
Execution

Create goals with milestones

WOOP-based goals break down into milestones. /next dynamically generates tasks from codebase reality.

/create goal ns1
Wish: What do you want?
...
Goal: g1 with 3 milestones
Autonomous

Let Claude drive

/auto puts Claude in the driver's seat. You become an agent—executing only what requires human capability.

/auto
=== Autonomous Mode ===
Claude: orchestrator
You: agent (capability gaps only)
5 AI tasks running in parallel

What makes it work

TDD by Default

Test-first development isn't optional. RED-GREEN-REFACTOR is enforced. Milk quality tiers (skimmed, semi, full) let you calibrate effort to the task.

Automatic Code Review

Every /do triggers a code review. Critical issues block completion. Important issues must be fixed before /done. No shortcuts allowed.

Velocity Tracking

Points, blocks, completion times—all tracked automatically. See your actual shipping speed. Identify patterns. Improve continuously.

20 Embedded Skills

Debugging, brainstorming, git worktrees, frontend design, Rails 8 patterns—capabilities that activate automatically when you need them.

Ready to ship with discipline?

Get AgentC and start the loop today.

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