The library

geo-report · GEO audit aggregation where a single report is required for executive sign-off.

finance-ops · Financial modeling requiring auditable formulas, color-coded assumptions, and balance verification.

data-analysis-standard · Explaining unexpected metric movements before escalating to leadership; answers 'what changed, why, so what, now what' for any metric problem.

assumption-mapper · Pre-build validation when a plan has multiple untested bets and you need to decide what to test first.

ai-traffic · Growth marketers trying to understand the new AI-driven referral channel and separate it from traditional organic/referral attribution.

marketing-strategy · Pre-launch or repositioning when you need to justify why now (macro trend) and who wins (best-fit customer).

release_check · Assessing release safety before shipping with parallel risk checks.

landing-page-optimizer · Rapidly identifying structural landing page problems (missing CTA, poor prop hierarchy, unoptimized forms) before A/B testing specific copy variations

seo-sxo · Used in skill workflows

slo-sales-funnel · Seed-stage founders executing outbound sales with a defined ICP and limited budget, who need concrete math linking customer goal to weekly outreach quota.

daily-standup · Team standup where you need to map Claude Code activities to business outcomes without manual log review.

afrexai-copywriting-mastery · Refining existing copy where the core message is sound but execution is weak; best when copy is already drafted and time allows multiple passes rather than full rewrites.

client-onboarding · New service engagements where alignment and clear expectations prevent early-stage friction and rework—eliminates the typical 2-week ramping chaos.

buyer-persona · B2B sales teams that want reps to walk into calls and immediately recognize who they're talking to, what matters to them, and what will move them forward — not generic personas on a slide deck.

seo-drift · Detect accidental regressions after content updates

seo-google · Ground analysis in real user metrics instead of estimates

seo-maps · Understand local rank variance across geography

seo-schema · Find missing schema opportunities and fix validation errors

seo-technical · Conducting comprehensive technical SEO audits for crawlability, indexability, and security issues across large sites.

seo-visual · Verifying H1/CTA visibility, touch target sizing, and mobile responsiveness across multiple viewports.

finance-based-pricing-advisor · Best for: complex multi-phase orchestration with parallelization and adversarial gates.

apollo-lead-finder · When you need 1,000+ prospect names at zero cost to find ICP-fit leads, then selectively spend credits only on the best matches — not for one-off lookups or full-email lists.

sprint-summary · Engineering/product leads presenting sprint progress to stakeholders with data-driven efficiency and cost trends.

seo-geo · Content optimization when competing in both traditional Google/Bing search AND AI search engines (ChatGPT, Perplexity, Claude), requiring dual strategy.

sales-competitors · Sales teams qualifying inbound leads who want to know what vendors are already entrenched before proposing displacement

goal-lint · Building features with test-first discipline across multiple implementation rounds.

blog-prose-remediation · Hardening vague agent instructions into precise, testable, falsifiable prompts.

pr-triage · Building workflows with structured orchestration and verification gates.

contract-and-proposal-writer · Comprehensive systematic audits of code/UI across many files and components.

codex_workflow_runner · Building workflows with structured orchestration and verification gates.

linkedin-ads · ABM or role-targeted outreach (to VPs/C-suite at specific companies) where LinkedIn's professional targeting is the only viable channel at scale

${name} · Building workflows with structured orchestration and verification gates.

feature-dev · Hardening vague agent instructions into precise, testable, falsifiable prompts.

workflow-authoring · Structured agent orchestration with deterministic phase transitions and fault isolation.

hiring · Solo founders deciding whether to invest in hiring before scaling to a team, when the line between AI-capable and human-necessary work is blurry.

audience-growth-tracker-sms · Creator or brand accounts analyzing what content drives follower acquisition, to prioritize future content production.

smoke · Testing workflow runtimes without consuming tokens, using injected fake executors.

seo-firecrawl · Full-site SEO audits, broken link detection, and content inventory when crawl-based analysis is faster than manual review.

seo-sitemap · Large sites or programmatic page generators needing split sitemaps and crawl efficiency validation.

firebase-in-app-messaging · Delivering contextual, event-triggered messages to users without interrupting payment flows or onboarding wizards.

geo-proposal · GEO agencies converting prospects where audit-to-proposal automation accelerates sales.

geo-prospect · When you're running a GEO agency and need lightweight prospect/client tracking with integrated audit scoring.

geo-schema · Optimizing entity recognition when schema is the bottleneck to AI citations.

product-campaign · Multi-channel product launches where coordinated visual identity is critical.

tdd · Structured agent orchestration with deterministic phase transitions and fault isolation.

write-query · Quickly drafting SQL exploratory queries without manual syntax lookup.

dashboard · DevOps teams and engineering leads setting up project health dashboards for visibility on CI/CD, code quality, and infrastructure.

ecommerce-content-marketing · E-commerce brands launching on TikTok/Instagram/YouTube without prior social strategy—you get calendar + customer-voice-derived topics.

seo-audit · When you need a 16-category, 148-rule technical SEO audit because seomator is purpose-built for LLM consumption and covers crawlability → indexation → performance.

implementation_plan · When you want a technical plan before coding, especially for multi-file or unfamiliar code changes.