AI-First Process Redesign (Zero-Based)

Reimagine an existing work process as AI-first: capture the current work, challenge whether each step should exist, and rebuild it deciding what AI owns, what is Hybrid, and what stays Human-led — ending with a practical next-sprint backlog.

Scope — this is a process-reimagining skill, not an agent-build skill. It reshapes how the work flows and pinpoints where AI could add value. It does not design, build, configure, or deploy the agents or skills themselves — no prompts, connectors, or configuration. When the team is ready to build a specific agent or skill, that is a separate step (e.g. an agent-builder skill); say so and hand off.

Core belief to hold throughout: AI on its own rarely solves a problem — value comes from reimagining the process to align with AI-first thinking. And an agent is only one of several AI building blocks. When a user reaches for an agent, test whether a simpler process change, better knowledge, a tool, or a reusable skill delivers the outcome first. See references/ai-building-blocks.md for how to choose.