The library

qa-flow-audit · High-stakes architectural or strategic decisions requiring adversarial pressure-testing.

tournament-design · Design decisions with multiple valid approaches needing synthesis through pairwise-judged competition.

gogeta-review · Code/MR review across security, performance, conventions with adversarial refutation quorum gates.

superpower-validate · Spec/plan validation before build when requirements are vague or dependencies cross multiple systems.

chips-badges-migration · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

execute-contract · Tier 1 feature contracts (3-8 pts, mode C) needing autonomous sprint with fix loops.

site-deep-analyze · Deep site analysis combining Playwright crawl, static DOM/CSS inspection, and vision-based UI classification.

skill-portfolio-existence-review · Code/MR review across security, performance, conventions with adversarial refutation quorum gates.

analyze-cohorts · Measuring product retention and engagement trends by user cohort to guide onboarding improvements and feature prioritization.

annotate · Teams reviewing specifications, documentation, or design rationales where structured feedback (comments, deletions, image callouts) beats inline email.

contract-and-proposal-writer · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

chief-of-staff · Early-stage startups or scale-ups with busy executives who need someone to enforce decision discipline and meeting structure.

gtm · Founders with product that has embedded sharing potential (calendar tools, design tools, collaborative docs) who want to design the loop smartly instead of hoping for organic viral, and need launch sequencing that maximizes early K factor.

ads-landing · When debugging low conversion rates from ads by isolating page-level factors like message match, speed, mobile UX, and form design.

newsletter-writer · When newsletters must sound like the author (authentic voice) because you read personality/ICP/beliefs before writing, never making up strategy.

brand-messaging-and-positioning · Early-stage or rebranding companies who need to distill positioning before all marketing tactics (copy/campaigns/channels).

landing-page · Quick landing page section rewrites when you need conversion-focused copy modularly, section-by-section.

candidate-status · Quick pulse check: where are they in the pipeline, what's the latest communication, and is there a scheduled interview?

outreach · Batch cold outreach to sourced candidates with consistent tone, proposed times, and zero accidental sends.

answer-a-legal-question · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

competitive-teardown · Preparing board decks, battle cards, or strategic roadmap decisions by systematically analyzing competitor strengths, weaknesses, and positioning.

seo-auditor · Content teams and developers launching sites who want a quick checklist for on-page SEO (meta tags, headings, images, structured data).

google-analytics · Identifying traffic bottlenecks and top-performing pages when you have GA4 set up and need programmatic reporting vs manual dashboard clicks

rss-issue-sprint · Batching issue implementations with simultaneous quality audits.

codex-theme-tune · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

antigravity-theme-tune · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

diagnose · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

fathomdb-v05-feature-triage · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

adversarial-code-review · Code/MR review across security, performance, conventions with adversarial refutation quorum gates.

seo-cluster · Design content pillars where Google already clusters queries

10-port-sections · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

ui-test-minimal · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

weekly-research-workflow-poc · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

docs-audit · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

notion-clone-build-plan · Workflow notion clone build plan with multi-agent verification.

content-seo-agent · Nuxt-based content sites where SEO audit + blog planning + calendar management need to happen in one integrated workflow.

nereids-bug-hunt · Broad defect sweep of the NEREIDS workspace ahead of a release / paper. RUN FROM THE MAIN REPO ROOT (not a .claude/worktrees/ session) so SAMMY primary sources resolve and subagents are not sandboxed away from them. Complements /review-pipeline (which is per-PR-diff + fix + merge gates); this workflow is whole-crate DETECTION only — it finds and locates defects, cross-verifies them across two LLM families, and reports. It does NOT fix anything.

analytics-tracking · Startups building analytics infrastructure correctly from scratch or teams auditing data quality before strategic decisions.

gdpr-compliance · Skill gdpr compliance with multi-agent verification.

quick-stats · Quick status check in a terminal prompt without leaving your REPL—scan cost/token/session health in 5 seconds.

interview-me · Pre-spec phase where guessing wrong is still free—unpack vague asks like 'build me a dashboard' before committing to architecture.

cohort-analysis · Understanding long-term user engagement and identifying which cohorts churn early vs. stay engaged, informing retention experiments and feature adoption strategies.

sql-queries · Rapid SQL generation when analysts need queries without manual syntax work, especially for schema-heavy databases or multiple dialect support.

outcome-roadmap · Shifting teams from feature-driven to impact-driven roadmaps, especially when product flexibility and strategic alignment matter more than delivery precision.

finance-sentiment · Skill finance sentiment with multi-agent verification.

wiki-dashboard · Custom Obsidian vault dashboards when native Bases (no plugin) is available and views should filter/group by folder, tag, or property.

seo-image-gen · Generating OG/social/hero images for SEO at scale where pre-configured aspect ratios and domain modes (Product, Cinema, Editorial, UI/Web, Infographic) save iteration.

seo-google · Enterprise SEO audits where Google's own field data (CrUX, GSC, GA4) + indexation status provide definitive truth no third-party tool can match.

seo-hreflang · Multi-language/multi-region sites where hreflang validation catches missed return tags and x-default errors that tank international rankings.

seo-technical · Ensuring crawlability, mobile-first readiness, Core Web Vitals, and selective AI crawler blocking per brand strategy.