The library

aba-brand-system · AI Builder Academy design work where restrained, dark, editorial aesthetic must be maintained across marketing and product surfaces—consistency becomes credibility.

newsletter-writer · Newsletter writers balancing curation with editorial voice—when you want reusable structure that ensures consistency while keeping content fresh.

skillboss-cold-email · Drafting high-touch, personalized cold outreach that passes opt-in compliance and achieves higher reply rates.

corporate-finance-basics · Teaching finance fundamentals to non-specialists through interactive, tailored instruction.

find-recruiting-firm · Business procuring an external recruiting or staffing firm (RPO, executive search, contingent staffing) to handle hiring.

find-seo-agency · Company hiring an external SEO agency to own search strategy—narrow scope vs. find-marketing-agency.

retro · Engineering teams running retrospectives who want data-driven insights from git history supplemented by team feedback.

sprint-health · Scrum masters and engineering leads running daily standups who need a quick health check with clear red/yellow/green signals.

sprint-plan · Scrum masters facilitating sprint planning who need a structured template to fill capacity, identify risks, and align the team on goals.

research · Producing cited, multi-source research reports with adversarial fact-checking when breadth matters.

contract-review · Rapidly identifying contract risks and enforcement gaps without legal expertise overhead.

ab-testing-framework · Quantifying impact of CTA, copy, or design changes before full rollout when conversion volume is sufficient for statistical power

strategic-sparring · Founder-CEOs facing reversible strategic calls (hire/restructure/pivot/exit) who want to think sharper before committing, and benefit from someone asking hard questions instead of affirming their gut.

founder-content-writer · Founders who need professional thought leadership content but lack time to write and research independently.

bugfix-simple · Best for automating complex multi-phase bugfix-simple processes at scale.

recruiting-prep-interview · Recruiting coordinators onboarding new candidates into an existing hiring pipeline who need consistent folder structure and template for resume and interview notes.

recruiting-process-interview · Systematically evaluating multiple PM candidates against the same opening using a consistent 4-dimension scoring model that produces comparable rankings.

seo-flow · Standardize SEO analysis across teams using proven frameworks

campaign-plan · Launching new product, market entry, or seasonal campaign where strategic clarity and phased execution determine success from day one.

cold-outreach · Individual founder or early-stage BD reaching out to specific prospects where 10 minutes of research transforms a generic cold message into a warm, personalized conversation starter.

contract-review · Best for contract-review tasks requiring domain expertise.

interview-kit · Scaling teams that need a repeatable, bias-reducing interview loop.

job-description · Hiring for a new role and wanting transparent, inclusive copy.

landing-page · Auditing an existing page for low conversion before redesign.

privacy-policy · Best for privacy-policy tasks requiring domain expertise.

sales-script · High-stakes demos, RFP responses, or competitive deals where precision matters.

gtm-compensation · When you need compensation that sends the right behavioral signals because simplicity wins and incentives must match stage (hunters vs efficiency vs retention).

ralph-analytics · Agent development where you need quantified evidence of loop quality improvement—when optimizing stuck detection, reflection patterns, or escalation thresholds.

algo-ad-budget · When you have multi-channel data and need to rebalance budget from underperformers to high-ROAS channels.

competitive-battlecard-generator · Sales enablement: arm reps with honest competitive positioning and trap-question scripts before customer calls.

compliance-lookup · Best for compliance-lookup tasks requiring domain expertise.

performance-report · Founder-led social teams who need a weekly cadence of performance insights without exhaustive daily dashboard management.

engagement-poll · Brands wanting to boost algorithmic engagement while generating authentic audience research on preferences, pain points, or product validation.

chief-fundraise · Best for chief-fundraise tasks requiring domain expertise.

keyword-research · Planning content calendars, launching new topics, or identifying long-tail opportunities for teams running inbound or SEO strategies at scale.

annual-budget-engine · Best for annual-budget-engine tasks requiring domain expertise.

audit · Agencies and in-house teams establishing baseline health before optimization, ensuring downstream copy/landing-page work is grounded in actual business context.

audit · Brands optimizing across Facebook + Instagram who need pixel health baseline and Meta-specific audience targeting strategy before creative iteration.

04-consulting-career · Candidates with 2-4 weeks before consulting recruiting interviews who want structured practice with real-time feedback on case structure, math, and communication.

usage-trends · Weekly review of what's actually happening in your system — peak usage patterns, which tools are most relied on, error spikes.

dashboard-status · First-thing-in-the-morning health check before deeper analysis (is the system running? Is it collecting data?).

seo-plan · Startup or agency building SEO from scratch with a phased 12-month execution plan.

firebase-messaging · Sending cross-platform push notifications with reliable foreground, background, and terminated-state handling.

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

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

supplier-truthcheck · Best for supplier-truthcheck tasks requiring domain expertise.

vocab-extract · Best for automating complex multi-phase vocab-extract processes at scale.

vet-docs-phaseB · Phase-gated documentation validation across a large codebase.

retro · Teams running Claude Code with persistent learning hooks who want to systematically harvest and embed hard-won insights into their agent skills.

sales-account-map · Expanding from single-threaded deals by identifying all stakeholders at target accounts and understanding who controls budget/approval