The library

analyze-test · Validating A/B test results with statistical rigor before deciding to ship a variant.

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-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.

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).

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.

flowai-live-dashboard-template · Team dashboards requiring real-time interactivity (tab switching, zoom, dark mode, export) while maintaining design consistency via CSS variables.

kb-article · Support teams creating evergreen documentation from recurring customer questions or newly resolved issues.

social-growth-engineer · Taking a consumer app from 0 to $20K MRR in 14-60 days through coordinated multi-account volume + UGC

seo-page-builder · Local service companies (gutters, pressure washing, HVAC) scaling service area coverage with templated service+city pages, where the ability to publish 50+ pages fast is more valuable than bespoke content per city.

data-analysis · When you have structured business data and need decision-quality analysis that separates observation from interpretation.

ad-creative · Bulk generating ad copy to test multiple angles simultaneously when you have a tight campaign deadline

founder-thought-leadership · Establishing founder authority when bootstrapping fundraising or recruiting without brand budget

brand-setup · When you are an agency managing multiple client brands and need one canonical profile that auto-loads into every marketing skill without manual context-switching.

competitor-analysis · Benchmarking your marketing strategy and messaging against 2-5 direct competitors when you need a 360-degree view of their content, SEO, ads, social, and positioning strategies.

brand-voice-analyzer · When you need to codify how a company actually sounds so new writers can match the voice consistently.

attribution-modeling · When you need to move beyond last-touch attribution to understand which channels truly drive conversions.

slo-founder-check · YC-bound or venture-backed founders needing a personal health check-in and worst-case contingency plan before board meetings or fundraising.

sales-outreach · SDRs and outbound teams who need 3-5 email sequences where every email has a verifiable trigger event, not generic 'I saw your company' messages that destroy credibility.

analytics-tracking · Analyst or PM setting up comprehensive analytics for SaaS or product — covers full workflow from business context → decision questions → event naming → GA4 implementation, with templates for essential events.

analytics-tracking · PM or analyst implementing analytics for SaaS product — full workflow from business questions → event design → GA4 setup, with essential event templates for apps and marketing sites.

legal-freelancer · Best for legal-freelancer tasks requiring domain expertise.

campaign-brief · Marketing teams creating a single source of truth for campaign strategy before any creative production starts.

sales-attention · Sales managers and enablement teams looking to automate coaching feedback and CRM updates from call recordings when insight generation speed and scorecard customization are less critical than workflow automation

ad-creative · Agencies and performance marketing teams when you need rapid ad copy variation generation for multi-platform testing with a vault protocol for handoff.

product-launch-gtm · Product teams when you need a launch sizing matrix to avoid oversized GTM for minor features while ensuring major innovations get full activation.

surge-experiment · Growth PMs designing experiments where you need clarity on mechanism, sample size, and decision criteria before engineering starts building.

geo-content-optimizer · When you want existing content to be quoted by AI-generated responses (vs. just ranking in Google search).

blog-writer · SaaS and service brands that need articles to generate signups/applications/consultations (not just traffic) and want to rank across Google, ChatGPT, Perplexity, and LinkedIn simultaneously.

developer-growth-analysis · Developers who want structured, evidence-based feedback on their work growth without waiting for code reviews, using their actual recent project history as the signal.

apollo-lead-prospector · When you need a daily automated prospect search that dedupes against your CRM and surfaces only net-new, high-fit leads.

icp-definition-and-validation · Pre-outreach work when spray-and-pray would burn reputation; tightens messaging for months of saved wasted effort.

linkedin-outbound-workflow · Relationship-first sales where acceptance + engagement matters more than volume; manual approach gives 3x higher engagement than templates.

conducty-dialectic · Unraveling complex architectural decisions by having six archetypal voices debate from different angles

ad-creative · Producing fresh creative variations at scale when one ad is winning and you need 5-7 more to test similar hooks

ai-seo · Rewriting your most important content to rank in AI Overviews and Claude citations when organic traffic has plateaued