my-ai-workflow

Convert a project complexity diagnosis into a practical intervention plan. Use after project-complexity-mapper, especially when the user provides a TOE findings table, quadrant chart, hotspot quadrants, management-fit table, or handoff table and wants actions, interventions, sequencing, owners, or next steps.

Diagnose project complexity from a rough project description using the DelftX TOE framework and detail/dynamic complexity model. Use when the user wants to map, score, visualize, or understand project complexity; create a TOE matrix; generate a quadrant chart; or choose a fit-for-purpose management approach.

Perform a language-agnostic first-pass code review covering logic errors, bad practices, operation ordering, magic strings, pattern improvements, strict type checking, and SQL injection. Use when asked to review code, audit a file, or check a diff. Accepts a single file, a diff with multiple hunks, or can explore the repo when needed to resolve external references. If no input is provided, ask the user to share a file or diff before proceeding.

Run a cross-cutting audit across all code produced for a feature. Use when a feature is complete, all PRs are merged, and the user wants a final review for security issues, logic errors, consistency, and best practices.

Break an issue file into concrete, ordered, AI-executable tasks. Use when the user wants to implement an issue, start work on a ticket, or break down an issue into smaller steps.

Break a PRD into independently-grabbable issues using tracer-bullet vertical slices. Use when the user wants to convert a PRD to issues, create implementation tickets, or break down a PRD into work items.

Create a PRD through user interview, codebase exploration, and module design, then save it as a file. Use when the user wants to write a PRD, create a product requirements document, or plan a new feature.