Natural language,
structured outcomes.
Describe what you want. Get explicit scope, non-goals, outcomes, and verification expectations.
Great software starts with a clear plan. Turn a rough development idea into structured work items with scope, acceptance criteria, and a reviewable preview.
One idea. Clearer execution.
Real Codex + MCP smoke test verified.
A request in a chat is not yet a specification. Delivery System gives the intent a durable shape before anyone commits to implementing it.
Describe what you want. Get explicit scope, non-goals, outcomes, and verification expectations.
Review work as verifiable outcomes, not an endless list of implementation steps.
Inspect the work item and copy the Markdown. The verified Lite flow does not create GitHub Issues.
State the problem, desired outcome, constraints, and what should stay out of scope.
Inspect structured work items, explicit acceptance criteria, and missing information.
Copy the Issue Markdown to your workflow. Repository writes are not part of this verified Lite path.
We ran a real Codex Skill against Delivery System’s local MCP server. One development request produced one sealed conceptual preview and one copyable GitHub Issue draft.
# Responsive portfolio website
## Acceptance Criteria
- [ ] Personal intro, projects, contact
- [ ] Desktop and mobile support
- [ ] Clear project link labels
- [ ] Visible keyboard focus
- [ ] No login, payment, or admin
## Verification
Review layout, accessibility, scope...
Delivery System has a larger governed-application architecture in the source repository. This website presents only what the Lite preview workflow has actually demonstrated.
Architecture & current statusStart with a clearer plan. Keep the human in the loop.