AI workflows for product and design teams. Each one links to its source.

Browse workflows

• PM Prototyping

  A PM's guide to building working prototypes with AI

  Replace the PRD with a behavioral brief, generate an interactive prototype, iterate in the same environment, then hand engineering a tested prototype.

  • Replit

  From Replit
• PM Prototyping

  Prototyping prompts that ship better MVPs

  Plan first in Bolt Plan Mode or Lovable Chat Mode, then build one chunk at a time with precise design vocabulary.

  • Bolt
  • Lovable

  From Product School
• PM Prototyping

  Pick the right AI builder for a weekend prototype

  The same project built four ways with v0, Lovable, Bolt and Cursor, plus a decision tree for which to use.

  • v0
  • Lovable
  • Bolt
  • Cursor

  From ShipSet
• Designer Prototyping

  Choosing your AI prototyping stack

  A comparison of Lovable, v0, Bolt, Replit, Cursor and Magic Patterns for designers and PMs who prototype.

  • Lovable
  • v0
  • Bolt
  • Replit
  • Cursor
  • Magic Patterns

  From Anna Arteeva
• PM Prototyping

  Prototype inside your real codebase and ship a PR

  Plan with the AI, build on a branch of your actual product, preview in context, then turn the validated prototype into a pull request.

  • Builder.io
  • Figma

  From Builder.io
• Design engineer Handoff

  Connect Figma to your coding agent with the remote MCP server

  Set up Figma's hosted MCP server in Cursor, Claude Code, Codex or VS Code and generate code from selected frames.

  • Figma
  • Cursor
  • Claude Code
  • Codex
  • VS Code

  From Figma
• Design engineer Handoff

  Figma MCP best practices for accurate design to code

  Structure files with components, variables and Code Connect so agents stop guessing, and trigger the right MCP tools.

  • Figma
  • Cursor

  From Figma
• Design engineer Handoff

  Custom rules for Figma to code implementation

  A rules file that forces the agent to fetch context and a screenshot before coding and to reuse your design system tokens and components.

  • Figma
  • Cursor
  • Claude Code

  From Figma Includes a Prompt
• Designer Handoff

  Cursor and Figma: read and write design context

  Use the Figma MCP server in Cursor to read components and variables, generate code, and send live UI back to Figma as editable layers.

  • Figma
  • Cursor

  From Figma Learn
• Researcher Research synthesis

  Two pass research synthesis with Claude Code

  Code each transcript on its own, then cluster codes into themes so every theme keeps a participant ID and verbatim quote.

  • Claude Code

  From Builders Camp
• Researcher Research synthesis

  Queryable interview folders for traceable themes

  One file per interview, a CLAUDE.md with integrity rules, themes with verbatim quotes, and a final verification pass.

  • Claude Code

  From CC for Everyone Includes a Prompt
• PM Research synthesis

  Synthesize interviews into themes and a pain points doc

  A Claude skill that turns transcripts into a synthesis report plus a separate problems-only document, with quote verification.

  • Claude Code

  From mshadmanrahman (pm-core)
• Designer Research synthesis

  A UX designer's day with Claude Code

  Daily routines for research synthesis, personas, usability analysis and design critique using Claude Code skills.

  • Claude Code

  From Claudient Includes a Prompt
• Researcher Research synthesis

  Research notes to a one-page findings report

  Paste raw notes into Claude and get 3 to 5 themes with quotes, interpretation, implications and flagged contradictions.

  • Claude

  From Claude Code Guide Includes a Prompt
• PM Specs

  PRD workshop, one section at a time

  A gated prompt that builds a PRD section by section, labels gaps as assumptions or open questions, and ends with a self-critique.

  • ChatGPT
  • Claude

  From Dean Peters Includes a Prompt
• PM Specs

  PRD section loop with dependency order

  A looped agent goal that drafts PRD sections in dependency order with sign-off per section, writing the executive summary last.

  • Claude Code

  From Dean Peters
• PM Specs

  Write a PRD with AI as a thinking partner

  Use @-mentioned context, Socratic questioning, parallel strategic options and sub-agent reviews before sharing a PRD.

  • Claude Code

  From Claude Code for PMs
• PM Specs

  Eight prompts for an AI-generated PRD

  Copy-paste prompts for problem statement, user stories, scope, metrics, edge cases, risks and summary, plus a template.

  • ChatGPT
  • Claude

  From mySecond
• Design ops

  Design ops automation with Figma's agent

  Run component audits, token consistency checks, bulk renames and layer cleanup with an agent inside the file.

  • Figma

  From Figma
• Design ops Handoff

  Generate specs and handoff notes in Figma

  Prompt Figma's agent to write component specs, annotations and handoff notes from what is actually on the canvas.

  • Figma

  From Figma
• Designer Prototyping

  Let an agent build screens with your design system

  Use the use_figma tool so an agent creates real frames, components, variants and variables in your file.

  • Figma
  • Claude Code
  • Cursor

  From Figma Includes a Prompt
• Design ops Handoff

  Design system docs your coding agent can read

  Spec Layer documents components and tokens on canvas and exports YAML and DTCG specs that a repo can pull via CLI.

  • Figma
  • Spec Layer
  • Cursor
  • Claude

  From Spec Layer
• Researcher QA

  AI-assisted usability testing

  Use AI as a pre-review and analysis layer for usability sessions while keeping humans on validation.

  • Figma

  From Figma
• Design engineer QA

  WCAG 2.2 AA gates with AI agents in CI

  Pair automated accessibility checks with agent-run keyboard, focus and screen reader checks and human sign-off.

  • Claude Code
  • Playwright

  From Developer Toolkit
• PM Discovery

  50 practical Claude Code use cases

  Non-coding uses of Claude Code collected from Lenny's community, many for PM work.

  • Claude Code

  From Lenny's Newsletter
• PM Discovery

  Triage customer feedback with traceable quotes

  Batch-process feedback CSVs in Claude Code, require 3 supporting rows per theme, and keep row IDs and unclustered items.

  • Claude Code

  From Builders Camp
• PM Discovery

  Claude Code for product managers

  Teresa Torres on research, writing, context libraries and a custom to-do system with Claude Code.

  • Claude Code

  From Teresa Torres (Lenny's Newsletter)
• Researcher Research synthesis

  Feedback to Linear issues with Dovetail agents

  Dovetail agent workflows turn tagged customer feedback into Linear issues with quotes and account context.

  • Dovetail
  • Linear

  From Dovetail
• PM QA

  Auto-triage issues with Linear Triage Intelligence

  Linear suggests teams, assignees, labels, projects and duplicates for incoming issues from content and history.

  • Linear

  From Linear
• PM Discovery

  Meeting notes and agents in Notion AI

  Notion AI transcribes and summarizes meetings and runs agents for recurring work across connected apps.

  • Notion

  From Notion
• PM Specs

  Generate FigJam diagrams from Mermaid

  The Figma MCP server's generate_diagram tool turns Mermaid from your agent into an editable FigJam diagram.

  • Figma
  • FigJam
  • Claude Code

  From Figma
• Designer Design critique

  Design critique loops with agents

  Constrain agent critique with a brief, evidence packet, severity levels, and a read-only findings pass before any revision.

  • Claude Code
  • Cursor

  From Agentic Design School
• Design ops Design systems

  Turn your design system into a Claude skill

  Write a SKILL.md that tells coding agents to search your library first, bind tokens, and reuse real components instead of inventing UI.

  • Figma
  • Claude Code
  • Cursor

  From Figma
• Researcher Usability testing

  Synthetic journey AI usability testing

  Define one release-critical journey, run a simulated participant through it, and keep observed facts separate from interpretations and hypotheses.

  • AI usability testing

  From UxerProof