The library

sdd-impl-spec · Structured agent orchestration with deterministic phase transitions and fault isolation.

vuln-discovery · Structured agent orchestration with deterministic phase transitions and fault isolation.

kmaz-research · Adversarial research workflows that gather, refute, and converge on verified claims.

write-query · Quickly drafting SQL exploratory queries without manual syntax lookup.

dashboard · DevOps teams and engineering leads setting up project health dashboards for visibility on CI/CD, code quality, and infrastructure.

ecommerce-content-marketing · E-commerce brands launching on TikTok/Instagram/YouTube without prior social strategy—you get calendar + customer-voice-derived topics.

nihil-shiva · When artifacts may no longer earn their existence and you want evidenced deletion guidance before committing to removal.

nihil-athena · When the defect is structural (cohesion, coupling, boundaries) and you want the strongest restructuring scored by independent judges.

nihil-odin · When a transformation decision depends on external behavior, upstream docs, or evidence the repo cannot supply.

seo-audit · When you need a 16-category, 148-rule technical SEO audit because seomator is purpose-built for LLM consumption and covers crawlability → indexation → performance.

audit_repo · When you need a thorough multi-dimension code review of a whole repo or major subsystem in one pass.

implementation_plan · When you want a technical plan before coding, especially for multi-file or unfamiliar code changes.

marketing-strategist · Planning quarterly marketing sprints when you need channel prioritization and measurable outcomes per month.

assetcore-factory · When you need continuous improvement cycles with role-based QA, not one-shot fixes.

idea-forge · When forging novel research ideas for a specific venue and you want adversarial judges to rank by feasibility and contribution.

adversarial-validation · When you need to verify that tests actually test something and aren't vacuous before committing to green.

pr-review-multi-perspective · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.

neurodivergent-arena · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.

ink-cluster · Marketing teams building topical authority in a category where they need to own the full search funnel from awareness to decision.

adversarial_review · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.

routing-rubric-pass · Managing multi-stage product lifecycles with validation gates between phases.

compliance · Specialized task execution with clear input/output structure.

ad-creative · Teams scaling ad testing across multiple platforms and funnel stages without hiring specialist copywriters.

discovery-interview-prep · Product managers validating new markets or churn problems who need to avoid wasting customer time and research budget on misaligned interview design.

finance-metrics-quickref · Executive financial reporting from QuickBooks with MoM comparisons and scenario modeling.

landing · SEM teams finding where paid traffic is wasted (high CTR / low CVR) and quantifying the dollar impact of landing page fixes vs ad optimization.

weekly-report · Individual contributor or team lead reviewing personal/team productivity—weekly check-in on what worked and what to optimize.

3-statement-model · Financial modeling requiring auditable formulas, color-coded assumptions, and balance verification.

seo-cluster · Content strategy for SaaS/publisher sites where hub-and-spoke content architecture with natural internal links outperforms flat site navigation.

seo · Full-site SEO assessment with parallel subagent coordination and prioritized action plan.

marketing · Routing marketing requests to the correct workflow (SEO, campaign, content, email, competitive, brand, or performance) with guardrails.

phase-g-test-swarm-v3 · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.

omo_code_review · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.

test · Testing orchestrator robustness when agent calls fail or return partial results

reg-suit-mcp-build · Building production MCP servers with strict type contracts and AWS integration

sales · Sales reps and early-stage founders who need a no-nonsense playbook to go from lead to conversation to demo to close, without fluff or 'AI-powered' language.

ga-chatbot-qa-panel · Semantic quality assurance using a multi-lens consensus panel.

rpy-parity-audit · High-stakes architectural or strategic decisions requiring adversarial pressure-testing.

sales · Closing deals when you have discovery notes and need a structured proposal that echoes back their specific language.

weekly-review · Founder-CEOs who feel unmoored without a dashboard, or whose weeks blur together, and need ONE repeatable habit that compounds toward clarity and course-correction discipline.

review-fanout · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.

seo-audit · Complete site assessment before major changes

seo-dataforseo · Real-time SERP and keyword difficulty lookup

seo-page · Quick per-page diagnosis during content review

seo-performance · Diagnose page speed issues with real-user field data

seo-sitemap · Used in skill workflows

brand-voice · Eliminating marketing fluff, vague adjectives, and filler phrases from technical documentation and content.

buzz-outreach · Founders announcing something newsworthy who need different hooks for tech reporters vs. vertical trade press vs. podcast hosts.

triage-sentry · Filtering high-impact issues by user-count thresholds to focus fix effort.

code-review-parallel · High-stakes architectural or strategic decisions requiring adversarial pressure-testing.