The library

competitor-content-audit · Marketing teams entering a new niche who want to understand competitor tactics without guessing, or quarterly competitive reviews to spot strategy shifts.

company-research · Automate company research reviews with structured output and validation.

broken-link-checker · Site owners auditing technical health before major migrations or teams enforcing link quality in CI/CD.

seo-analysis · Content teams and SEO specialists who want data-driven prioritization (not guesses) on which pages/topics to fix or create.

seo-page · Content teams optimizing existing high-potential pages without full-site audit overhead.

setup-cms · Teams automating content gap detection and SEO field validation in their publishing workflow.

blog-feed-monitor · Monitoring competitor or industry blogs for keyword mentions when the blog has a public RSS feed — not for blogs without feeds or real-time monitoring.

competitor-post-engagers · Finding warm ICP-fit leads in one competitor's engaged audience when you have 1-2 days and a budget of 50+ Apify credits — not for weekly monitoring (too expensive) or precise targeting (keywords too loose).

brand-yml · Design system owners ensuring Shiny apps and Quarto documents use consistent brand tokens without duplicating CSS.

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

eng-runbook · Quick reference during on-call rotations when incident response must be immediate and procedures must be precise and copy-paste-ready.

github-dashboard · Open-source project health dashboards where public GitHub data aggregation and optional refresh scheduling are needed.

retro · Structured retrospectives when teams need to convert raw feedback into specific, executable improvements while maintaining psychological safety.

sales-contacts · Account executives planning land-and-expand deals needing champion identification + stakeholder mapping

product-marketing-context · First step in any marketing project when context files don't exist; strongly recommended to auto-draft from codebase rather than starting from scratch, then iterate with team.

dashboard-brief · Spec'd dashboards reduce back-and-forth with BI team and prevent dashboards that answer nobody's question; one document replaces three meetings.

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

excel-fire-recruiting · Personalizing interview invites at scale (batch of 5-20 candidates) without copy-paste and with internal scorecards visible to Justin.

legal-agreement · Automate legal agreement reviews with structured output and validation.

legal-plain · Automate legal plain reviews with structured output and validation.

sales-alfred · Solo professionals (founders, consultants, freelancers) drowning in email who want AI to triage and draft replies when cost vs time saved ($24.99/mo vs human EA at $2K-5K/mo) is favorable

account-manager · B2B SaaS account teams managing mid-market+ who need portfolio segmentation rules and QBR playbook, not ad-hoc relationship management.

hiring-pipeline-report · Executive visibility into hiring velocity, bottlenecks, and stale candidates without manual Excel updates.

content-strategy · Category-creating startups where positioning determines content pillar, and content-driven awareness is the only viable GTM before product is proven.

course-creator · When building courses that actually transform learners because you design backward from outcomes, ruthlessly cut bloat, and align format to goal.

networking-outreach · Breaking into new communities or finding hiring managers when you have a specific angle that helps them, not asks them.

plan-contract-pushback · Automate plan contract pushback reviews with structured output and validation.

email-outreach · Service businesses (plumbing, cleaning, contractors) with mixed audience maturity needing single playbook routing to three platforms

brand-dna · Rapidly bootstrapping consistent brand output (copy, design, ads) when brand guidelines don't exist or are incomplete

one-on-ones · Founder-managers (especially first-time) who want to stop feeling reactive to team issues and build the one habit that scales: consistent 1:1s that surface problems before they're crises.

compliance-check · Pre-legal triage for product or marketing changes touching GDPR/CCPA/HIPAA surface.

seo-backlinks · Detect link-building gaps and toxic links before penalty

seo-local · Optimize local pack rankings for location-based searches

attribution-model · Marketing teams trying to allocate budget based on actual channel contribution instead of last-click bias, where sales cycle complexity requires multi-touch view.

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

content-marketing · SaaS and B2B companies with clear ICPs and measurable goals who want a sustainable, SEO-driven content program with founder/executive voice.

apollo · Building prospect lists from scratch with email verification and company enrichment in one query.

cost-breakdown · Weekly or monthly cost review when you want to understand spending by model and identify high-cost sessions for optimization.

productivity-score · Monthly review of system health and team performance when you want a single 0-100 number with component breakdown and trend comparison.

ab-test-analysis · Data-driven product decisions when A/B test results need validation against statistical rigor and guardrail constraints before shipping.

sprint-plan · Realistic sprint planning when capacity constraints are tight and dependency clarity matters to avoid mid-sprint surprises.

seo-dataforseo · Live SERP and backlink analysis at scale when DataForSEO's speed and credit-efficiency outweigh free tools for high-volume keyword/competitor research.

seo-images · Image-heavy sites (ecommerce, publishing) where alt text + file size optimization unlock Core Web Vitals and AI-search citation readiness together.

seo-page · Diagnosing why a specific page underperforms in search, with clear, prioritized fixes.

skill · Technical founders building on Solana who want to build personal credibility before demo day or launch without sounding like a pitch deck.

seo-ops · Content teams needing quick-win keyword discovery from GSC + competitor benchmarking without expensive tools

marketing-swarm · Product or marketing manager coordinating multi-function campaign launch with explicit task ownership and blocking dependencies — prevents communication gaps and ensures all channels launch in sync.

legal-compare · Contract or policy negotiation review when you need to understand tradeoff landscape.

legal-terms · Legal literacy for non-lawyers when you need quick term definitions before due diligence.

crash-analytics · Mobile teams seeing >0.5% crash rate affecting App Store ranking and retention who need impact-based triage not frequency ranking.