skene — PLG Tech-Stack Analyzer CLI

Main

• Run the TUI first: it guides provider auth and produces a local analysis bundle you can review and diff over time.

• Treat outputs as artifacts (skene-context/): commit what you want to track (journey model, plan) and ignore secrets.

• Validate findings by linking each “growth loop” suggestion back to concrete code paths or schema elements.

• Use generated prompts as starting points, then rewrite them to match your product constraints and risk profile.

README (excerpt)

Skene is a codebase analysis toolkit for product-led growth. It models your product's user journey from your schema and code, surfaces growth opportunities, and turns them into actionable implementation plans.

What It Does

• Journey-first analysis -- compiles a view of your product's user journey: lifecycle stages, milestones, and value points, derived from your schema and code
• Journey visualizer -- opens the compiled journey in a local web app, with the lifecycle stages and milestones laid out as a diagram alongside the underlying data
• Tech stack detection -- identifies frameworks, databases, auth, deployment
• Growth feature discovery -- finds existing signup flows, sharing, invites, billing
• Feature registry -- tracks features across analysis runs, links them to growth loops
• Revenue leakage analysis -- spots missing monetization and weak pricing tiers

Source-backed notes

• README Quick Start installs the TUI via a curl script and launches skene from the terminal.
• README documents running the CLI with uvx skene or installing via pip install skene.
• README describes outputs written to a local bundle directory such as ./skene-context/.

FAQ

• Does it change my repo?: It primarily reads and writes analysis artifacts; review README for any optional write steps.
• Can I run without an API key?: README mentions a free local audit path; provider features depend on your setup.
• What’s a good first target?: A small service with clear signup or onboarding flow—so journey modeling is measurable.