Run the full data science pipeline: validate raw data, preprocess, engineer features, train model, and evaluate.
Walk the display tray and eyeball every pie that's already on display — a cross-cutting, platform-wide visual walkthrough of a running web app.
Wire CI/CD, E2E testing, and design-system compliance gates. Auto-dispatched by deliver-stage on ci-cd stages.
Transform a PRD into an ordered roadmap with design-system, CI/CD, and 20-30 vertical-slice feature stages.
EXPERIMENTAL. Review stage execution friction and draft improvements back to the plugin.
Doors unlocked, lights flipped, OPEN sign up — scan environment requirements and verify all external service credentials are populated.
Cook the pre-made pies before the shop opens — transform a PRD into an ordered roadmap of 20–30 vertical-slice feature stages.
Bootstrap your design system: tokens, Tailwind config, and design rules. Auto-dispatched by deliver-stage on design-system stages.
Install the quality line every pie passes through before going on display — wire CI/CD, E2E testing, design-system compliance, and visual-regression gates.
Box the slice and hand it across the counter — push, open PR, watch CI (auto-fix on red), merge on approval, sync main, cleanup branches and worktrees.
Build the display case the pies will sit in — bootstrap your design system: tokens, Tailwind config, design rules, and the operator-only /library preview route.
Scan environment requirements and verify all external service credentials are populated. Auto-dispatched on env-setup stages.
EXPERIMENTAL. After-service retro — review how recent stages and skills executed, identify systemic friction patterns, draft targeted improvement PRs against the plugin.
Start the oven, check ingredients, prep the shop. Bootstrap a new project or configure ByTheSlice in an existing one. First-time install, system-wide config, or per-project setup.
Create the day's pre-made pizza menu — turn a project brief into a structured 8-section PRD with phased implementation guidance.
Cook a slice with the customer's specifications on the spot — add new features mid-flight to an existing project.
Execute one stage from your master checklist: spec review, implementation, testing, and PR open.
Sell a customer their slice — the everyday delivery loop. Execute one stage from your master checklist: spec review, implementation, testing, gates, commit.
EXPERIMENTAL. Open → service → close on autopilot. Drive your entire phased plan to completion in one session (supervised by default).