Resources / Free AI product tools
Toolkit Roadmap
See the current release boundaries and the next improvements.
A connected practice, from evidence to delivery.
The toolkit connects research choices, design-system foundations, operating decisions and implementation handoffs. Each interactive tool has a guided path and a complete session export.
Use the tools to make decisions explicit, keep assumptions visible and move the work forward with accountable review.
Available tools
Choose the decision you need to make.
UX Methods Finder
Choose a research or validation method for your decision, access and timeline.
Persona Card Builder
Separate evidence from assumptions in a useful, exportable persona.
Card Sorting & IA Mapper
Capture participant groupings and compare the agreement behind a navigation structure.
UX Process Builder
Build a practical project plan with owners, evidence and review gates.
Component Complexity Estimator
Estimate tiered component build effort, maintenance, sprint capacity and three-year build-versus-buy costs.
Guardrail Prompt Engine
Prepare role-aware instructions with boundaries and verification criteria.
Agentic App Workflow Builder
Define agent tasks, human checkpoints, failure handling and audit records.
Agentic AI Design System
Capture and build complete foundations, adaptation rules and agent instructions, with validated import and export.
Design System Color Tool
Build complete light and dark palettes, edit tokens, check pairings and export CSS or DTCG packages.
Measurement Intelligence Framework
MIF Explorer: choose meaningful measures, understand their limits and build an evidence plan.
Accessibility Audit Scorecard
Record WCAG checks, evidence and remediation priorities without hiding unknowns.
Design Debt Tracker
Model design-debt inventory, fix costs, ongoing drag and remediation decisions across one to three years.
Responsive Readiness
Review content, controls and navigation at the widths that matter.
Component Readiness
Review states, semantics, keyboard use, documentation and token coverage.
UX Delivery Checklist
Track release evidence and responsibility across design, product, engineering and QA.
Design System ROI Calculator
Model delivery capacity, adoption, investment and optional AI costs transparently.
Insight-to-Action Workspace
Connect observations to insights, decisions, owners and follow-through.
AI Handoff
Prepare an explicit, reviewable brief for a coding or design assistant.
Product directions
Where this practice can go next.
These are exploration directions, not available integrations or promised release dates.
Design Drift Detector
Check pull requests for token violations, spacing inconsistencies and pattern drift before changes merge.
- PR-level token and spacing checks
- Pairs with the Guardrail Prompt Engine
- Drift reports your design team can act on
Agent Skills Studio
Package design-system rules, accessibility requirements and review practices as versioned skills for coding agents.
- Standards as installable agent skills
- One pack for Claude, Codex, Cursor, and more
- Versioned, reviewable, team-owned
UX Health Monitor
Track accessibility, responsive behavior and delivery readiness over time, with evidence from connected audits.
- Continuous audit scoring
- Trend lines, not one-off snapshots
- Alerts when quality slips
Agent Evaluation Planner
Turn a product task into repeatable evaluation scenarios, failure checks and acceptance criteria before choosing a model.
- Compare against a baseline
- Test permission boundaries and unsafe instructions
- Track quality, latency and cost together
Token & Context Budget Planner
Plan context, caching and output budgets for a real workflow, with editable model prices and visible assumptions.
- Estimate per-task and monthly cost
- Compare retrieval and caching strategies
- Export a budget and measurement plan
Design-to-API Contract Workbench
Align designers, product managers and engineers on interface states, API contracts and responsibility boundaries.
- Map UI states to API responses
- Specify empty, error and permission states
- Export acceptance criteria and handoff context
AI Release Readiness Review
Review an AI feature before rollout, including evaluation evidence, human escalation, monitoring and rollback.
- Review data and permission boundaries
- Record owners and launch evidence
- Define incident and rollback triggers
Protection / Agent Governance
Protect the product while everyone ships
When developers, PMs, leadership, interns, agencies, and AI agents are all shipping code, protection becomes a product surface of its own.
- Guardrail Prompt Engine Open tool ↗
- “Your App” agent runbooks in every tool Open tool ↗
Workflow / Ops / Execution
Insight-to-Action Workspace
This group turns research work into an operating system instead of a pile of disconnected docs, spreadsheets, and workshop boards.
- Insight-to-Action Workspace Open tool ↗
Checklist / Readiness / Handoff
Delivery readiness systems
These tools turn vague “did we think of everything?” work into clear, role-aware readiness reviews for design, PM, dev, and QA.
- UX Delivery Checklist System Open tool ↗
- Responsive Readiness Handoff Tool Open tool ↗
Design Systems / Adaptive Interfaces
System-ready design infrastructure
These upcoming tools push past static component libraries toward system-grade readiness, personalization rules, and AI-aware delivery structure.
- Design System Color Tool Open tool ↗
- Component Readiness System Open tool ↗
- Agentic AI Design System Open tool ↗
Research / IA / Decision Making
Research intelligence and interpretation tools
This group is about helping teams interpret evidence better, structure IA work more cleanly, and avoid vanity metrics or shallow synthesis.
- Card Sorting & IA Mapper Open tool ↗
- UX KPI Explorer (AI Enabled) Open tool ↗
- Persona Card Builder relaunch Open tool ↗