cyberneticlibrary

The library

Everything we index — ranked by what works, never by stars.

WORKS 48
Polish UI with layout and stylingskillProductL1
pattern-ui · Use for pattern-ui implementation.
WORKS 48
Fix accessibility compliance issuesskillProductL2
a11y-audit · Scan a frontend project for WCAG 2.
WORKS 48
Reverse-engineer frontend to PRDskillProductL2
code-to-prd · Reverse-engineering existing frontend codebases into product requirements.
WORKS 48
Convert codebase into product requirementsskillProductL2
code-to-prd · Reverse-engineering existing frontend codebases into product requirements.
WORKS 48
Build liquid glass iOS componentsskillProductL2
liquid-glass-design · When building modern iOS 26+ glass-morphing interactive UI.
WORKS 48
Apply Apple Human Interface GuidelinesskillProductL1
apple-guidelines · Finance apps pass App Store review faster when they implement biometric auth, data encryption, clear privacy disclosure, and accessible UI (VoiceOver labels, color contrast 4.5:1, Dynamic Type) upfront.
WORKS 48
Polish user interface detailsskillProductL1
make-interfaces-feel-better · Apps feel responsive when micro-interactions (button presses, transitions, haptics) are intentional and tied to user intent rather than gratuitous.
WORKS 48
Analyze competitors across pricing and reviewsskillProductMarketingL3
competitive-teardown · Sales and product teams understand competitor advantage when they do teardowns (UX, feature depth, onboarding) rather than just reading their marketing claims.
WORKS 48
Build animated technical explainer videosskillMarketingProductL3
manim-video · the user wants a clean animated explainer rather than a generic talking-head script.
WORKS 48
Start structured feature changesskillEngineeringProductL2
openspec-new-change · the user wants to create a new feature, fix, or modification with a structured step-by-step approach
WORKS 48
Build and manage Confluence knowledge basesskillOpsProductL2
confluence-expert · users need to build or restructure a Confluence space, design page hierarchies with permission struc
WORKS 42
Conduct market research with citationsskillProductFinanceL3
market-research · the user wants market sizing, competitor comparisons, fund research, technology scans, or research t
WORKS 48
Verify feature implementations are completeskillEngineeringProductL2
openspec-verify-change · the user wants to validate that implementation is complete, correct, and coherent before archiving.
WORKS 48
Route media generation pipeline decisionsskillEngineeringProductL2
media-gen-core · "Shared reference for the media-gen cluster: the backend-routing decision (access/billing model × mo
WORKS 48
Scaffold complete React pagesskillEngineeringProductL2
react-page-scaffolder · Use when asked to create a new page, view, or route handler that combines components and layouts
WORKS 48
Design persistent agent memoryskillEngineeringProductL2
memory-systems · When using memory-systems
WORKS 48
Convert Mermaid diagrams to GIFsskillMarketingProductL2
mermaid-to-gif · When using mermaid-to-gif
WORKS 48
Set product vision and strategyskillProductL1
cpo-advisor · CPO role setting product vision when portfolio decisions and PMF measurement determine what actually ships.
WORKS 48
Interrogate product roadmap JTBD alignmentskillProductL1
cpo-review · Pressure-testing roadmap decisions before quarterly commitment when you need structured kill criteria.
WORKS 48
Build API documentation with MintlifyskillEngineeringProductL2
mintlify · Publishing API docs when you need searchable, versioned docs with auto-generated SDKs.
WORKS 48
Plan sprints and write INVEST user storiesskillProductL1
cs-agile-product-owner · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 57
Define KPIs and design experimentsskillProductL2
cs-product-analyst · Rapid meeting follow-up when you need a structured action list without manual transcription review.
WORKS 48
Prioritize features and develop product roadmapskillProductL2
cs-product-manager · Automating local CLI commands with dynamic parameter injection (e.g. deploy scripts with env-specific configs).
WORKS 48
Plan quarterly OKRs and product strategyskillProductL2
cs-product-strategist · Aligning product strategy with competitive positioning and quarterly execution.
WORKS 48
Plan and analyze UX researchskillProductL2
cs-ux-researcher · Structured user research that informs product decisions with empirical evidence.
WORKS 48
Launch projects from ideas to productionskillProductEngineeringL2
rocketman · Teams where AI agents are primary workers; repo-local PM beats SaaS boards for agent context + version control.
WORKS 48
Evaluate proposals for feasibility and riskskillProductOpsL1
analyst · Killing bad ideas early; composite scoring prevents false positives on cool-sounding unfeasible proposals.
WORKS 48
Answer questions from an LLM wiki vaultskillProductOpsL2
cs-wiki-librarian · Knowledge reuse over re-deriving; compounding answers back to wiki keeps it fresh and queryable.
WORKS 48
Create brand-aligned UI animationsskillProductMarketingL2
brand-motion-adapter-skill · Design systems; ensures every animation matches brand motion language instead of default easing.
WORKS 48
Build React and Next.js user interfacesskillEngineeringProductL2
frontend · Building type-safe, accessible React components with server-side rendering and CSS performance optimization.
WORKS 44
Optimize post-signup user activationskillProductMarketingL1
onboarding-cro · Shortening time-to-value by removing friction before the aha moment and measuring activation drop-off step-by-step.
WORKS 48
Batch-generate images with DALL-EskillMarketingProductL2
openai-image-gen · Batch-generating variations of structured image prompts and hosting them in a browsable index.html gallery.
WORKS 39
Extract brand assets from websitesskillMarketingProductL2
openbrand · Generating cohesive brand guidelines, color palettes, and typography systems from a single source of truth.
WORKS 48
Audit UI for design complianceskillProductEngineeringL1
web-design-guidelines · Ensuring UI consistency, accessibility (WCAG AA), and performance across responsive designs.
WORKS 48
Install VitePress documentation suiteskillEngineeringProductL2
claude-skill-vitepress-docs · Keeps docs in sync with code changes automatically—survives merge conflicts and drift that manual documentation cannot.
WORKS 48
Create product demo videosskillMarketingProductL3
demo-video · Orchestrates browser automation, TTS, and video compositing in a single workflow—saves hours on manual video production.
WORKS 48
Manage App Store Connect submissionsskillProductOpsL2
asc-mcp · Sampling-based tools cost zero extra—your own client's model does review clustering, no API charge from the server.
WORKS 48
Design and optimize in-app upgrade paywallsskillProductMarketingL2
paywall-upgrade-cro · Tests copy, price, and layout together—catches interactions where changing price alone leaves uplift on the table.
WORKS 45
Build transactional email systems end-to-endskillEngineeringProductL3
email-template-builder · Email marketing when you need behavioral triggers and lifecycle automation across multiple providers.
WORKS 48
Build cinematic scroll-based websitesskillMarketingProductL3
epic-design · Design systems when you need component libraries with responsive behavior.
WORKS 48
Design high-converting popups and overlaysskillMarketingProductL2
popup-cro · Creating popups that convert without damaging user experience or brand perception.
WORKS 51
Plan and analyze A/B tests statisticallyskillProductDataL2
experiment-designer · Product teams running defensible experiments with clear success criteria and statistical stopping rules.
WORKS 48
Test Control UI with end-to-end checksskillEngineeringProductL3
control-ui-e2e · Control UI changes requiring browser routing, app boot, and Gateway handshake verification in one test.
WORKS 48
Architect and audit feature flagsskillProductEngineeringL2
feature-flags-architect · When you need to ship behind a flag, ramp a launch, or clean up flag debt before a release freeze.
WORKS 48
Regenerate OpenClaw release changelogsskillEngineeringProductL2
openclaw-changelog-update · When preparing a release, you need to synthesize commits into user-facing changelog entries.
WORKS 48
Create and update product marketing contextskillMarketingProductL1
product-marketing-context · When launching a new marketing effort and you need to capture positioning, ICP, problems, and differentiation once so every marketing skill reuses the same foundation.
WORKS 48
Run quarterly feature-flag cleanupskillEngineeringProductL2
flag-cleanup · When you want to clean up feature flags quarterly and identify which flags are safe to remove based on age and usage patterns.
WORKS 48
Extract design tokens from websitesskillProductL2
extract-design-system · Automating design-to-code pipeline so engineers and designers stay in sync.
WORKS 48
Design Raycast-styled interfacesskillProductL1
raycast-ui-skills · Building Raycast-inspired interfaces with consistent light mode, Inter font, and 4px grid spacing.
WORKS 48
Design interfaces and systemsskillProductEngineeringL1
refero-design · When you need production-grade refero design at scale.
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