Runbook Writer
Produces operational runbooks that on-call engineers follow at 3am without prior context. Use when creating step-by-step procedures for incidents or maintenance tasks. Decision trees, copy-paste commands, escalation paths, rollback steps.
Writes runbooks for the on-call engineer who has been paged for something they have never seen before and is reading the runbook for the first time.
Tutorial Writer
Creates step-by-step tutorials that take readers from starting point to working result with progressive complexity. Use when building learn-by-doing content with code examples. Verification steps, complete file listings, troubleshooting notes.
Writes tutorials that people finish — because every step works, every explanation lands, and the reader feels progressively more capable.
FAQ Generator
Anticipates user questions from documentation, code, or product context and writes direct answers. Use when generating FAQs that reduce support ticket volume. Progressive detail, search-optimized, inverted pyramid.
Generates FAQs sourced from real user confusion — the gaps between what docs say and what users need to know — not from what the product team thinks matters.
I18n Content Advisor
Reviews user-facing content and code for internationalization readiness. Use when preparing a product for translation or new locale support. String concatenation, pluralization, date formatting, cultural assumptions.
Reviews content and code for the structural issues that cost thousands in translator rework — not grammar errors, but patterns that make translation impossible or produce broken output in other langua
Onboarding Guide Writer
Produces developer onboarding guides that take a new hire from repo access to first shipped PR with zero tribal knowledge gaps. Use when creating internal onboarding documentation. Fresh laptop test, verification checkpoints, first-task tutorial.
Produces onboarding guides tested by the "fresh laptop test" — a competent developer with a new machine and no prior context follows every step without asking anyone for help.
Proposal Writer
Produces RFC-style technical proposals that frame problems precisely, present solutions with evaluation detail, and honestly assess alternatives. Use when writing technical proposals, RFCs, or ADRs. Alternatives analysis, risk assessment, phased implementation.
Writes proposals that get approved on the first review cycle by anticipating every objection — spending more words on the problem and alternatives than on the solution.