The library

ads-dna · Ad creative generation pipelines needing consistent brand identity anchoring (used by /ads create and /ads generate).

ads-photoshoot · E-commerce or SaaS needing systematic approach to product photography that anchors to brand DNA.

firebase-analytics · Implementing analytics tracking for user behavior, screen views, and conversion funnels in production Flutter apps.

geo-compare · GEO agencies proving progress to clients monthly where retention depends on visible momentum.

geo-report-pdf · GEO agencies delivering polished client reports where visual presentation drives perception.

geo-update · Keeping GEO-SEO toolkit in sync with upstream without manual file management.

dividend-growth-pullback-screener · Long-term dividend growth investors who want to combine fundamental 12%+ dividend CAGR with technical entry timing (RSI pullback), keeping cost basis low by catching temporary weakness in quality names.

write-a-skill · Teams and individuals building reusable workflows in Claude Code who need to document skills in a format that enables agent discovery and execution.

sales-followup · Sales teams with conversation history needing to turn stalled discussions into next meetings without appearing desperate

form-cro · When form abandonment is identified as a bottleneck and you have baseline completion rate data; works best for lead capture and contact forms where you can afford to delay sensitive questions.

free-tool-strategy · When you have identified a repeatable, adjacent pain point (e.g., developers need a VS Code formatter, marketers need a subject-line tester) and can estimate 3-6 month ROI payback; requires product-market clarity first.

money-retro · Founders and business owners doing regular business retros grounded in actual disk state (snapshots, learnings, skill usage) rather than memory.

outreach-sequencer · When you have prospects in a CRM and need a self-managed loop that sends sequences, tracks replies, and auto-updates CRM state.

legal-report-pdf · Skill legal report pdf with multi-agent verification.

src · Large codebases with 5+ file changes spanning multiple domains—when parallel architecture design and implementation can run unblocked.

src · Quarterly context maintenance where Phase 1 (MISSION, GOALS, PROBLEMS) gets review-and-refine even if nothing seems outdated—prevents context drift.

app-analytics · Mobile teams who need structured metrics frameworks to answer business questions (retention/LTV/churn) rather than raw dashboards.

onboarding-optimization · Mobile teams with <40% D0 activation rate who need to cut onboarding friction to proven patterns vs custom design.

ui-redesign · Workflow ui redesign with multi-agent verification.

phase-h-dedup · Workflow phase h dedup with multi-agent verification.

phase-h-unsafe-wrap · Workflow phase h unsafe wrap with multi-agent verification.

workflow-slug · Workflow workflow slug with multi-agent verification.

kryptonite-phase12 · Workflow kryptonite phase12 with multi-agent verification.

team-delegate · Quick team task delegation with workload balancing, member messaging, and unassigned task triage.

transform-roadmap · Product teams transitioning from output-focused to outcome-focused planning, especially before executive presentations or quarterly planning.

plan-review · Multi-turn agent workflows where a human must review a plan before expensive implementation decisions are locked in.

plan-ceo-review · Founders and product managers blocking time BEFORE spec writing to validate that the requested feature is actually the right product.

report · Tech leads and engineering managers running quarterly health reviews who want a one-page snapshot of code quality, velocity, and dependency health.

qa-halmos-review · Workflow qa halmos review with multi-agent verification.

compare-segmenters · Compare this library against other sentence boundary detection libraries on public corpora and get a winner + rationale for every case where they disagree.

content-strategy-and-planning · Teams launching GTM who need a defensible content roadmap aligned to buyer awareness stages.

pricing-strategy · Skill pricing strategy with multi-agent verification.

audit-loop · Run on the recurring /loop audit fire to deterministically check gm + rs-* for drift from the paper MO

skill-fitness · Workflow skill fitness with multi-agent verification.

copywriting · When you need copy that drives action because it leads with benefits, is specific/credible, and respects reader intelligence.

migrate-engineering-primitives · Workflow migrate engineering primitives with multi-agent verification.

blog-post-writer · Publishing SEO content when you have primary research done and need to enforce voice/structure rules (no AI-tells).

cold-email-copywriter · Multi-email outreach campaign to warm prospects when you have research and can find one specific insight per person.

generate-and-filter · Brainstorming where you want breadth first, then only the highest-quality, non-duplicate, rubric-passing ideas. Pass a bare topic string, or {topic, generators?, rubric?, threshold?, keep?} as args.

delegation · Founders stuck between Level 1–2 (Doer/Delegator transition, $0-$1.5M revenue) who feel bottlenecked but haven't systematized delegation, and need permission to stop doing everything personally.

ldw-phase-runner · Workflow ldw phase runner with multi-agent verification.

trace-dynamic-workflow · Workflow trace dynamic workflow with multi-agent verification.

incident-postmortem · After any production incident or near-miss. Output is a blameless postmortem ready for team review and action-item tracking.

feature-gap-review · Multi-dimensional acceptance criteria requiring independent per-AC verification.

gui-audit · Triage workflows where items need independent lens-based analysis before synthesis.

social-media-context-sms · New creators or brands setting up persistent identity context before launching content strategy, audience growth, or engagement skills.

mishkan-architecture-panel · Design decisions where reasoning needs three competing priors evaluated in parallel.

seo-backlinks · Competitive backlink gap analysis and PBN detection when multiple data sources (DataForSEO + Moz + Bing + Common Crawl) provide confidence in quality scoring.

seo-programmatic · E-commerce, SaaS, or publisher needing 100+ programmatic pages with March 2024 Google Scaled Content Abuse guardrails.

product-health-analysis · Weekly or monthly health check shared with leadership; forces discipline to separate metrics that matter from noise, and to answer 'so what' before recommending action.