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.

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.

Design Debt Tracker

Model design-debt inventory, fix costs, ongoing drag and remediation decisions across one to three years.

UX Delivery Checklist

Track release evidence and responsibility across design, product, engineering and QA.

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.

Exploration

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
Exploration

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
Exploration

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
Exploration

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
Exploration

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
Exploration

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
Exploration

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.

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.

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.

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.

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.