Skene

Skene is a fully automated, AI-powered PLG (Product-Led Growth) infrastructure that transforms how products scale. It's a self-learning growth engine designed for indie developers, early-stage startups, and product-led companies who want to accelerate user onboarding, activation, and retention without building a dedicated growth team. The core value proposition is radical efficiency: growth becomes code you own, not a third-party black box. Skene connects directly to your codebase and IDE, analyzing your source to understand user flows and friction points. It then automatically generates, tests, and deploys optimized versions of these flows, creating a continuous improvement loop. This means your product's growth mechanisms improve themselves with every code change, eliminating manual dashboard tweaking and brittle UI overlays. Setup is lightning-fast, taking less than 60 seconds with read-only Git access. Skene replaces an entire legacy stack of analytics, onboarding, and lifecycle tools with a single, prompt-driven system that integrates seamlessly into your development workflow, putting growth infrastructure directly in the hands of builders. Stop fighting external stacks and start shipping growth loops where you already build.

Codebase-Native Signal Detection

Skene analyzes your source code directly to detect growth signals, onboarding friction points, and activation opportunities. It scans your repository structure, understands your framework, and identifies key user flows without requiring manual instrumentation or code changes. This provides a foundational context layer for your AI to act upon, ensuring all growth logic is derived from the actual product.

Prompt-Driven Growth Implementation

Design and deploy growth loops through simple prompts. Instead of manually configuring tours or building complex event tracking, you instruct Skene via natural language. The system then generates the necessary code, tests, and deploys optimized user flows, turning strategic intent into shipped infrastructure in seconds, all within your existing development environment.

Self-Learning, Automated Optimization

Skene creates a continuous improvement loop that learns from every code push. As you ship product updates, the AI automatically analyzes the changes, updates its understanding of user journeys, and refines the growth mechanisms accordingly. This eliminates the maintenance burden of traditional tools that break with each deploy, ensuring your PLG infrastructure is always in sync.

Integrated Development Workflow

Growth infrastructure lives directly in your IDE and terminal, not in a siloed SaaS dashboard. Use commands like uvx skene-growth analyze to audit your codebase and generate a growth manifest. This deep integration means you version, test, and prompt your growth code just like the rest of your product, maintaining full ownership and performance.

Accelerating User Onboarding

Automatically generate and optimize onboarding flows that guide new users to their "aha moment." Skene identifies critical first-time user paths in your code and creates tailored, in-product guidance that updates itself with each feature release, drastically reducing time-to-value without manual tour creation.

Driving Feature Adoption & Activation

Continuously surface and promote key features to the right users at the right time. By understanding your codebase, Skene detects underutilized functionalities and creates automated, contextual prompts within the product to drive deeper engagement and increase overall activation rates.

Automating Customer Lifecycle Management

Replace manual email sequences and dashboard alerts with code-native lifecycle automation. Skene triggers personalized in-app messages, nudges, and success milestones based on real-time user behavior derived from your application logic, strengthening retention and reducing churn autonomously.

Enabling AI Agent-Driven Growth

Provide your AI development agents with a rich, code-aware context layer for growth. Agents can use Skene's analysis and manifest to understand user friction and automatically implement improvements, allowing you to offload growth optimization tasks and ship intelligent loops faster.

What is PLG software?

PLG (Product-Led Growth) software helps users discover value in your product without manual intervention from sales or customer success teams. It automates the user journey, guiding users to activation, driving feature adoption, and strengthening retention through the product itself, making the product its own primary growth vehicle.

How is Skene different from traditional customer experience software?

Traditional tools require manual tour creation, constant maintenance, and rely on brittle UI overlays that break with every deploy. Skene is fundamentally different: it reads your codebase and automatically generates onboarding, analytics, and lifecycle automation. When you push code, everything updates itself, eliminating the maintenance nightmare.

How long does it take to set up?

Setup is lightning-fast, taking less than 60 seconds. You simply connect your GitHub or GitLab repository with read-only access. Skene automatically analyzes your codebase to generate PLG flows and a growth manifest. No initial code changes, API modifications, or snippet pasting is required.

Is my code secure?

Absolutely. Security is paramount. Skene only requires read-only access to your repository. All analysis happens in a secure, isolated environment. Your source code remains yours; Skene provides the intelligence layer without ever taking ownership or storing your core IP.