The library

user-story-mapping · When transforming flat backlogs into visual two-dimensional maps showing activities and release slices.

user-story-splitting · When large epics need systematic breakdown using proven patterns instead of arbitrary slicing.

user-story · When converting user needs into development-ready stories with Gherkin-style testable acceptance criteria.

ui-components · When building responsive, accessible React interfaces with Tailwind and shadcn/ui components.

workshop-facilitation · When interactive skills need consistent pacing, numbered options, and multi-turn progress tracking.

feature-spec · Use feature-spec when you need its specific guidance

unit-economics-calculator · Use unit-economics-calculator when you need its specific guidance

flowchart-creator · Quick visualization of workflows and decision trees for stakeholder communication.

json-canvas · Creating infinite-canvas mind maps and file/link networks viewable in Obsidian.

agent-analytics · Running lightweight A/B tests on headlines and CTAs without backend infrastructure changes when you want agents to own experiment decisions

airtable-automation · Syncing databases or bulk-importing records into Airtable when you need typecast and pagination safety with formula-based filtering

amplitude-automation · Programmatically sending custom events to Amplitude and managing user cohorts when you need machine-readable user property operations

artifacts-builder · Creating complex interactive Claude artifacts (dashboards, tools) without requiring file hosting when you need full React/shadcn/ui power in a conversation

asana-automation · Syncing tasks between external systems and Asana when you need safe GID-based operations and cursor pagination for large task lists

product-manager-toolkit · Streamlining product planning meetings when you need structured specs and priority consensus from distributed teams

Animation Principles - Refresher · Quick principle calibration for experienced animators.

competitive-ads-extractor · Understanding competitor ad strategies and messaging patterns at scale.

video-transcript-downloader · Extract fully searchable transcripts from any video platform without timestamping manually.

nsis-installer-generator · Generate Windows installers with custom UI without learning NSIS syntax.

mobile-ui · Build mobile apps with hardware-accelerated animations and gesture detection.

figma-automation · Automate Figma design exports, component creation, and version management.

cross-border-ecommerce · DTC brands expanding internationally; automated tax, shipping, and localization workflows.

ios-hig-design-guide · Teams building iOS apps and needing design decisions rooted in official Apple rules rather than guesses.

json-canvas · Obsidian users and designers building visual mind maps, flowcharts, and project canvases programmatically.

macos-design · macOS app developers needing design decisions aligned to Apple's Human Interface Guidelines.

review · Teams embedding AI-assisted code and design review into CI/CD without adding reviewer overhead.

miro-automation · Bulk board updates and cross-team whiteboard synchronization where manual Miro edits are time-prohibitive.

mixpanel-automation · Real-time analytics dashboards and behavior segmentation for multi-channel product validation.

morning-ai · AI researchers and founders who need daily curated AI news across 80+ entities without managing multiple newsletters.

BeepAccordionMenu-skill · Building responsive collapsible navigation with zero code repetition across design systems.

product-differentiation-amazon · When analyzing why competitors win and identifying specific product improvements to beat them on Amazon.

walmart-review-checker · When validating Walmart product review integrity or detecting review manipulation.

moai-design-systems · Streamline workflow execution with consistent patterns and error handling.

updates · Streamline workflow execution with consistent patterns and error handling.

taskstoissues · Bulk-converting product roadmap user stories into trackable GitHub issues with structured acceptance criteria and dependency chains.

hsl-to-oklch-converter · Batch-converting CSS color schemes from HSL to perceptually-uniform OKLCH for improved color consistency and accessibility.

lusena-theme-changelog · Managing Dawn theme customizations for LUSENA brand with audit trail linking each change to design intent and files touched.

make-expandable-dropdown · Making long documentation sections collapsible to reduce cognitive load while preserving full information for users who need detail.

qa · Comprehensive quality assurance covering feature verification, bug reporting, test creation, and coverage analysis in a structured workflow.

feature-spec-orchestrator · Orchestrating feature development by creating implementation-ready specs, committing to main, and creating corresponding feature branches with synchronized naming.

frontend-aesthetics · Avoiding generic AI-generated design aesthetics

color-curator · Finding palettes from Coolors or curated options

design-wizard · Visual design guidance and artifact generation

inspiration-analyzer · Finding patterns in visual references

moodboard-creator · Design concept development and mood alignment

trend-researcher · Staying current with emerging visual trends

typography-selector · Finding cohesive font pairings with Google Fonts that avoid overused defaults while staying accessible.

qwen-vision · Understanding motion, transitions, and temporal sequences in video when frame-by-frame analysis is insufficient.

gsd:add-backlog · Parking unsequenced ideas in the roadmap when they're not yet ready for active planning.

gsd:add-phase · Adding phases to the active milestone when the roadmap is the system of record.