galyarderlabs

Use when existing copy needs tightening for clarity, accuracy, tone consistency, or executive readability without changing the underlying message.

Analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and ROI calculation for marketing optimization. Use when analyzing marketing campaigns, ad performance, attribution models, conversion rates, or calculating marketing ROI, ROAS, CPA, and campaign metrics across channels.

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Use when signup or onboarding conversion needs targeted analysis of friction, motivation, guardrails, and experiment opportunities.

Optimize cloud and AI costs for modern SaaS stacks (Vercel, Supabase, Neon, Stripe, and AI APIs). Covers token efficiency, serverless database scaling, edge function optimization, and burn rate monitoring. Use when planning infrastructure, investigating high bills, or auditing API usage.

Review Playwright tests for quality. Use when user says \"review tests\", \"check test quality\", \"audit tests\", \"improve tests\", \"test code review\", or \"playwright best practices check\".

Use when legacy prompts or older framework flows reference `code-reviewer` and you need the modern runtime to resolve that capability cleanly.

Red team engagement planning is the foundational phase that defines scope, objectives, rules of engagement (ROE), threat model selection, and operational timelines before any offensive testing begins.

Analyze and optimize individual pages for conversion performance.

Set up Playwright in a project. Use when user says "set up playwright", "add e2e tests", "configure playwright", "testing setup", "init playwright", or "add test infrastructure".

Use when legacy prompts or old framework sessions refer to the pre-rebrand Galyarder Agent Framework operating guide and need the modern equivalent behavior.

Use when legacy prompts or older framework flows reference `security-reviewer` and you need the modern runtime to resolve that capability cleanly.