Entry-point router. Ask the user two questions, then route to the right skill. Call this when you don't know where to start.
Writing production workflow for technical B2B and developer-community content pieces. Invoke when an author needs to produce a migration story, technical deep dive, architectural decision piece, how-to guide, or thought-leadership article from scratch. This…
Decide whether a changelog entry should stand alone or batch with others, run the quality gate, and produce a publish-ready entry with SEO title and visual recommendation.
Designs the zero-to-one distribution motion: how a founder gets the first ~100 users when there is no audience, no budget, and no repeatable channel yet. Names the minimum viable audience, picks the unscalable founder-led move to do first, then runs a cheap…
Select the right developer community platform(s) for a product launch, time the posts correctly per platform, and draft the submission with platform-specific norms applied.
Manages a portfolio of concurrent growth experiments: stage isolation rules, horizon balancing (quick/medium/long), interaction effect detection, cadence design, resource allocation, and portfolio health metrics. A single experiment tells you one thing; a…
Closes an experiment: reads results against the original spec, renders a Win / No Signal / Loss / Confounded verdict, extracts the learning (why, not what), and specifies the next action. Required when any experiment window closes. Connects back to…
Finds the single constraint in a conversion funnel. Takes any funnel shape (AARRR, PLG onboarding, SLG pipeline, content/SEO), identifies where the most volume is being lost, classifies the bottleneck type, and outputs ranked experiment hypotheses. Use when…