The library

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.

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.

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.

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.

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

analytics-tracking · Finding why metrics don't match between platforms (GA4 vs ad account) before rebuilding reporting

brand-monitoring · Catching brand reputation issues in real time when a competitor launches or your product has a quality issue

geo-content-optimizer · When your content needs visibility in ChatGPT/Perplexity/Gemini answers and you want to compete with AI Overview fragments rather than generic SEO.

seo-content-writer · When you need a brand-new article that ranks for a specific keyword AND reads naturally for humans, not just search engines.

bitbucket-mcp-server · Code review and PR workflows on Bitbucket Cloud or Server.

codacy-mcp · Continuous integration pipelines auditing code quality and security across teams.

seo-content-writer · Writing 1-3 new articles per month where the user has keywords, intent, and a brief — not for refreshing decaying content (use content-refresher) or ranking existing pages (use geo-content-optimizer).

rpt-' + taskname + ' · Converting natural task commands into verified deterministic Workflow scripts with full auditability.

financial-model · Rapid financial modeling for startups combining SaaS/e-commerce/service revenue paths.

contribute-card · Automating AI-driven Magic card implementation with full plan-implement-review-verify gating.

sales-playbook · Sales teams selling high-touch $40K-100K+ deals needing pre-call value anchors and post-call coaching on pricing discipline

inspect_project · Understanding project topology and dependency flows for refactoring planning.

churn-prevention · SaaS products where involuntary churn exceeds 20% or voluntary churn lacks targeting.

short_snake_case · Bulk renaming codebase to snake_case convention with cross-file consistency.

hipaa-compliance · Healthcare tech compliance planning with concrete checklist and remediation mapping.

blog-draft · Publishing blog posts where research, outline approval, and step-by-step execution prevent half-finished drafts and unstructured writing.

finance · Quick financial analysis and scenario modeling.

investor-update · Structuring investor updates with consistent metrics and narrative flow.

email-marketing · Product marketing or growth teams launching a newsletter while managing both retention (existing users) and conversion (leads) goals.