01
wireframe-to-backlog
Wireframe → estimated backlog
When: you have a wireframe, mockup, or Figma/HTML prototype and need a realistic, estimated plan.
What it does: a 5-pass read that produces epics and stories with hour estimates and sprint assignments, applying a 4× correction factor to infrastructure stories (auth, payments, billing, webhooks) — the work routinely under-estimated.
Output: a structured backlog (epics → stories → hours → sprint plan) ready to paste into your tracker. Review the discovery-gap section for always-required stories (CI/CD, monitoring, access control).
02
brand-spec-generator
Brief → design-system spec
When: you need a consistent, accessible visual language before or during build.
What it does: generates a 13-section design system with color tokens and a type scale, each checked for WCAG 2.1 AA contrast, plus a ready-to-paste .cursorrules block.
Output: a full HTML design-system spec and a cursor rules export. PM tip: the “NOT-list” is the highest-leverage input.
03
story-to-prompt
Story → agent-ready prompt
When: before handing any backlog story to a coding agent.
What it does: produces a structured prompt with context, invariants, explicit tasks, validation gates, acceptance criteria, and a mandatory file allowlist. One portable body, tuned per platform (Cursor, Claude Code, Codex CLI, Gemini CLI).
Output: a copy-paste implementation prompt. PM tip: keep the file allowlist tight so the agent only touches what it should.
04
change-request-impact
Scope change → impact + email
When: a scope change arrives mid-project and you need to respond quickly and defensibly.
What it does: classifies the change, sizes the effort, and runs an absorbability test against your remaining sprint capacity.
Output: an internal assessment record and a client-facing change-request email stating the impact, the options, and the response window.
05
sprint-review
Metrics → 10-slide deck
When: at the end of a sprint, to produce a polished client review.
What it does: renders a fixed 10-slide structure — cover, KPIs, metrics, shipped, story table, cadence, quality, conventions, handoff, closing.
Output: a .pptx deck. Populate DATA{}, then run npm i pptxgenjs and node generators/sprint_review_gen.js.