The library

cold-email · Cold outreach where warm intros are unavailable and conversion rate over volume matters.

geo · When Google AI Overviews are capturing your traffic and you need to get cited instead of ranked.

geo-technical · When GEO performance is low and you suspect technical issues like JS-rendering or AI crawler blocking in robots.txt.

ads-meta · Diagnosing performance loss on Meta after iOS targeting changes or when account structure needs consolidation

financial-model-review · Automate financial model review reviews with structured output and validation.

pitch-copy · Product marketer writing copy for sales funnel — produces outcome-focused copy that avoids adjectives, uses user language, and structures sections for conversion psychology (problem → solution → proof → CTA).

deal-outreach · Sales rep or founder outbound prospecting specific persona with clear trigger event — produces persona-calibrated 6-touch sequence with timing, copy, and psychology tailored to economic buyer vs. technical buyer vs. champion.

agency-phase-0-discovery · De-risking product ideas before engineering effort by validating market, users, regulations, and competitive space.

cold-email-outbound · New cold outreach programs needing messaging framework that creates perception curiosity (make prospect question status quo)

meta-tags-optimizer · Content creators optimizing existing page meta tags for CTR improvement, or batch-creating meta tags for new content launches where SERP position is already known.

dashboard · Fast, design-system-compliant admin dashboards when the design tokens and layout requirements are pre-specified in DESIGN.md.

asc-aso-audit · App marketers publishing to Apple App Store who want to validate metadata efficiency (keyword waste) and field utilization before submitting new versions.

geo-brand-mentions · When GEO audits show low citation rates and you need to understand brand authority signals across platforms where AI models train.

sales-objections · Sales reps or teams on discovery/demo calls who need word-for-word scripts for the 15 most common objections, with two ready-to-use frameworks per objection so they can pick the one that fits the moment.

sales-prep · Sales reps preparing for discovery calls or demos who need to know the company's website, attendee backgrounds, and competitive situation in one unified brief before the meeting.

ad-creative · Performance marketer optimizing ad creative across multiple platforms — covers platform-specific specs, generates from scratch or iterates from performance data, validates copy length against platform limits.

build-dashboard · Creating executive dashboards that work completely offline with embedded data and no server dependencies.

facebook-ads · Ecommerce and lead-gen accounts wanting to optimize Advantage+ Shopping/Conversions with proper structure.

legal-research-analyst · Legal research brief when you need current law synthesis before engaging counsel.

cold-email-sequence-generator · When you need to create a 7-14 day cold email sequence with proper timing, A/B variants, and breakup-email strategy.

manage · Meta advertisers with 5+ ad sets who need diagnostic clarity on what is actually working, waste identification in dollars, and confidence-checked recommendations before making changes.

brand-voice · Specialized workflow for brand voice

ads-plan · New advertising launches or account restructures needing multi-platform strategy from scratch.

geo-citability · When content exists but isn't getting cited by AI and you need to understand why and how to restructure passages for extractability.

sales-research · Sales or BD teams researching prospect fit before outreach — produces standardized intel across 8 dimensions (strategy, positioning, team, tech stack, customers, funding, competitors) faster than manual research.

apple-search-ads · Any app with iOS presence; highest-intent channel (users already in App Store) with reliable conversion data.

ads-linkedin · B2B demand gen teams when you need a LinkedIn campaign execution guide for targeting high-value accounts with decision-maker precision.

ads-youtube · Optimizing YouTube Shorts ads and Demand Gen campaigns when view rate is <15% or CTR <0.5%

market-research-analysis · Complex multi-phase orchestration where deterministic ordering and structured outputs are critical.

prospect-brief · Sales reps when you need a 1-page research summary that fits on a phone screen before a call, with ICP fit assessment and objection pre-loads.

dashboard-builder · Founders who have data but no visibility into it, and need a single-file dashboard they can open in a browser and immediately see the state of their business without loading Mixpanel/Tableau/BI tool.

influencer-outreach · Founders launching a product or building organic distribution who can't afford paid ads and need authentic creator partnerships, but only if they can personalize at scale and get founder sign-off first.

copy · Teams running Google Ads at scale who need to test copy variants systematically against baseline CTR/conversion data while respecting positioning and landing page content.

market-research · Quick market sizing and competitive positioning without agency fees.

geo-platform-optimizer · When you need to understand why one AI platform cites you and another doesn't, and how to fix platform-specific gaps.

sales · Sales leaders or SDRs who want a comprehensive 5-angle prospect analysis in one command, including company fit, contact access, opportunity quality, competitive position, and outreach readiness — all scored 0-100.

sales-icp · Founders or sales leaders building a new outbound motion who need to define EXACTLY who to target (by revenue, industry, tech stack, org structure) before running `/sales prospect` on individual companies.

sales-prospect · Outbound teams and founders who want a single-command prospect audit that scores fit across 5 dimensions (company, contacts, opportunity, competitive, outreach readiness) and produces ready-to-use outreach email in under 2 minutes.

legal-risks · Solopreneurs doing pre-legal-review risk triage.

contract-analyst · First-pass contract review before lawyer eyes it.

aso-audit · Baseline health check before starting any optimization; identifies quick wins (title/subtitle) vs long-term plays (reviews, category).

sales-11x · Multi-million-ARR B2B SaaS with defined ICP needing 24/7 autonomous email+LinkedIn SDR when custom prompts and rich firmographic context are feasible

sales-aisdr · Mid-market B2B (100K-10M ARR) with defined ICP seeking hands-off prospecting and sequencing at 1-3% reply rate vs <0.1% for generic cold email

data-and-funnel-analytics · B2B SaaS and e-commerce when you need event naming conventions, funnel architecture, and benchmark interpretation to measure marketing ROI.

meeting-prep · Sales reps and founders who have back-to-back meetings and need to compress 30-minute research into 2 minutes while walking to the meeting, with a follow-up email sent before they close their laptop.

outreach-expert · Setting up B2B outbound from scratch when cold emails are being ghosted or landing in spam

analytics-insights · Reconstructing metrics from scratch after privacy regulation or preparing for board reporting

outreach-sequence-builder · B2B outreach teams building repeatable sequences around specific trigger events (funding, hiring, product launches) where each sequence maps insight → bridge → opener → ask structure.

seo-content-writer · When you need blog or landing page content that ranks well in Google while providing genuine value to readers.

email-marketing · High-impact, single-message email campaigns where design consistency and display-font-first headlines are critical to brand voice.