The library

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.

raw-md-audit · Best for automating complex multi-phase raw-md-audit processes at scale.

batch-master · Best for automating complex multi-phase batch-master processes at scale.

stem-process · Best for automating complex multi-phase stem-process processes at scale.

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

vst-probe-inventory · Best for automating complex multi-phase vst-probe-inventory processes at scale.

architect-review · Best for automating complex multi-phase architect-review processes at scale.

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

fanout-audit · Best for automating complex multi-phase fanout-audit processes at scale.

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

sales-agency-outbound · Scaling a lead-gen agency beyond 5-10 clients without hiring proportional ops team by automating client isolation, warmup scheduling, and reporting

sales-apollo-sequences · Multi-mailbox scaling of sequences when Smartlead or Instantly overkill and you have existing Apollo account for prospecting

sales-audience-growth · SaaS and creator teams needing sustainable list growth where content-channel fit is uncertain.

sales-audionotes · Sales and support teams capturing meeting notes where transcription quality matters more than API flexibility.

multi-agent-audit · Multi-domain code quality auditing at scale across partitions.

product-positioning-expert · Founders clarifying market positioning before launching campaigns or fundraising, when April Dunford framework is already known/trusted.

landing-page-design · Creating distinctive, high-conversion landing pages that stand out in saturated markets—when founder wants pages worth $50-100 that feel personally crafted.

codexkit-contract-intake-router · Routing legal intake requests with normalization and escalation detection.

infographic-v2 · When you need an infographic that actually communicates because it 70% thinking (what to show) + 30% execution (how to show it).

excalidraw · When you need presentations that feel like the user's own (not generic) because every slide is co-designed with approval at each step.

podcast-seo · Increasing podcast discoverability on Apple Podcasts and search engines through metadata optimization and transcript SEO.

recruit-watch · Keeping recruiting moving without manual daily pipeline checks — proactive research + Slack summaries.

ds-validate-coverage · Identifying and closing genuine test coverage gaps systematically.

funnel-sprint · Fast validation funnels when you have an ICP and proof point and want 3-email nurture working in 1 week.

outbound-pipeline · Sales and founder-led sourcing when you have a clear ICP and want to batch-generate cold email drafts without manual research per prospect.

coverage-loop · Identifying and closing genuine test coverage gaps systematically.

evidence-gate-audit · Multi-domain code quality auditing at scale across partitions.

compound-extract · Mining reusable patterns from code changes while deduplicating existing knowledge.

api-contract-drift-detector · Routing legal intake requests with normalization and escalation detection.