Free AI Skills Library — SKILL.md & Workflows for Designers, PMs & Builders

The Free Skills Library

Reusable AI skills & workflows for designers, PMs, and builders. Drop a SKILL.md into Claude or Cursor, or paste a workflow into ChatGPT — and ship faster.

Agent Skills

Drop-in SKILL.md files for Claude, Cursor & ChatGPT

Design System AuditorA drop-in SKILL.md that audits any UI against your tokens, spacing, and a11y rules.

skilldesign-systemaudit

Accessibility ReviewerA reusable WCAG 2.2 AA reviewer skill that turns any screen into a prioritized a11y punch-list.

skillaccessibilitywcag

Component Spec WriterTurn a screenshot or rough idea into a complete, build-ready component spec.

skillcomponentsspec

Design Workflows

Repeatable multi-step design processes

0-to-1 Feature Design SprintA compressed 5-stage sprint that takes a fuzzy feature idea to a testable prototype plan.

workflowsprint0-to-1

Design Critique LoopA structured critique format that produces actionable feedback instead of vague opinions.

workflowcritiquefeedback

Redesign Audit & RoadmapAudit a legacy screen and turn the findings into a phased, defensible redesign plan.

workflowredesignaudit

Research & Discovery

Talk to users and turn notes into insight

Usability Test in a DayPlan, run, and synthesize a lightweight usability test in a single day.

workflowusabilityresearch

Continuous Discovery CadenceStand up a weekly customer-interview habit that keeps the team close to real needs.

workflowdiscoveryinterviews

Insight Synthesis EngineTurn a pile of raw research notes into themes, insights, and prioritized opportunities.

workflowsynthesisinsights

Build & Ship

Take work from spec to shipped

PRD to Tickets PipelineConvert a PRD into well-formed, dev-ready tickets with acceptance criteria.

workflowticketsdelivery

AI Code Review HarnessSet up a consistent AI reviewer that checks diffs against your team's real standards.

workflowcode-reviewai

Launch Kit GeneratorGenerate a full go-to-market kit — positioning, assets, and a launch checklist — from one feature.

workflowlaunchgtm