The library

marketing-advantages · Positioning when you need to choose 1-2 defensible advantages to own vs trying to win on 10 features.

seo-audit · When you need a comprehensive technical audit before a site relaunch or troubleshooting a traffic drop.

fierce-compete · Complex multi-phase orchestration where deterministic ordering and structured outputs are critical.

candidate-brief · Calibrating a candidate 30 seconds before an interview without opening 5 tabs of Ashby, Gmail, and notes.

seo-strategist · When building a content calendar backed by keyword research where you need traffic potential × winnability ranked, not just keyword lists.

harness-review · Complex multi-phase orchestration where deterministic ordering and structured outputs are critical.

research · Complex multi-phase orchestration where deterministic ordering and structured outputs are critical.

campaign-launch-qa · Enterprise marketing teams launching regulated/complex multi-channel campaigns who need 70/30 AI+human QA checklist before live.

flaky_test_hunter · Isolating flaky test root causes by running suspected culprits in parallel with detailed logging.

upgrade-agent-fleet · Systematically modernizing agent codebase to shared framework without manual drift.

tech-debt-triage · Identifying quick wins in refactor sprints faster than manual code review.

release-checklist · Gating releases with multi-perspective verification before ship.

dead-code-sweep · Iteratively cleaning unused code until fixpoint without manual symbol tracking.

agentcash-onboarding · Onboarding payment partners at scale with automated verification and API key issuance.

competitor-monitoring · Early-stage founders tracking 3-7 competitors weekly, where rapid signal detection enables tactical response to pricing changes, feature parity threats, and hiring signals.

demerzel-tribunal-panel · Multi-persona QA consensus on PRs with contract-valid verdicts and blast-radius tracking.

performance-profiler · Finding optimization targets via parallel lenses (algo + memory + IO + bundle).

eu-mapping-audit · Compliance audits requiring cited ground-truth and adversarial verify loop.

mirror-sync · Keeping n8n local repo mirrored to instance without manual sync.

accounting · Solopreneurs avoiding accountant fees via clean DIY bookkeeping.

afrexai-compliance-audit · Pre-audit gap analysis without hiring consultant.

blog-to-thread · Founder-led brands with regular blog output who want to multiply reach and drive readers back to full pieces via X without manual repurposing.

prospect-social-audit · Sales teams enriching prospect CRM records with social activity data to identify warm leads and best engagement channels before outreach.

content-marketing · High-growth tech companies executing inbound pipeline generation at scale, delegating content strategy and execution while maintaining control of campaign themes and buyer-stage targeting.

codebase-review · Major version boundaries requiring whole-system audit and correctness theme.

bdr-enablement-generator · B2B SaaS teams with ABM programs (Tier 1/2) who need research-grounded sequences differentiated by persona and account tier, not spray.

review-core · Detailed correctness + hardening audit of core subsystems per theme.

design-sales-stages · Establishing a forecast-aligned stage ladder for a new business motion or validating an existing Salesforce Opportunity structure against best practices.

baoyu-article-illustrator · Scaling visual content production for long-form articles where automatic position-detection saves editorial review cycles.

design-sprint · When you have one critical business question, a committed team, and 5 uninterrupted days — not for iterative continuous product development or remote teams without synchronous time.

hr-onboarding · Structured employee onboarding where a visual, milestone-based plan accelerates clarity on expectations and first-week activities.

seo-flow · Strategic SEO planning where 41 evidence-backed prompts (not improvised queries) drive structured, replicable analysis across keywords, content, and conversions.

edit-article · Writers and editors who want rapid paragraph-level clarity improvements while preserving the article structure and information flow.

ai-product-canvas · Pre-build rigor check for any AI feature; prevents building technically impressive but commercially useless models; required for user-facing AI with safety implications.

design-handoff-brief · Kick-off conversation before designers open Figma; prevents rework by grounding design in user context, success criteria, and constraints upfront.

experiment-designer · Any decision backed by A/B test; forces pre-commitment to success criteria, prevents peeking and goalpost movement, separates statistical from practical significance.

retro-analysis · Teams that need to stop debating what happened in retros and focus on solutions grounded in sprint data.

publish-x-article · Creators publishing long-form content to X Articles without losing formatting or manually rebuilding the article in the UI.

campaign-analytics · Demand-gen and growth teams running multi-channel campaigns who need deterministic attribution without external API dependencies.

legal-missing · Startups avoiding legal surprises via proactive doc planning.

brand-voice-audit · Organizations with distributed writing (multiple authors/channels) who need systematic gap identification before rewrite, not single-document review.

landing-page-copy · B2B/B2C SaaS teams launching single-offer landing pages (not multi-asset campaigns) who need conversion-first copy structure without design cycles.

redline-sentry · Legal teams preventing costly vendor lock-in and liability surprises.

attribution-setup · Mobile teams with paid acquisition (ASA/Meta/TikTok) who need privacy-preserving attribution under iOS 14.5+ SKAdNetwork constraints.

authz-audit-and-architecture · Authorization system audit across distributed services with architecture recommendations.

atlas-auditoria-readonly · Read-only compliance audits against Atlas Auditoria framework.

dependency-audit · Security and compatibility audit of dependency trees with CVE verification.

multi-repo-edit · Applying the same change atomically across multiple repositories.

cloudtrail-setup-script · workflow automation in specialized problem domain; check artifact name and description.

dead-presidents-autoresearch · workflow automation in specialized problem domain; check artifact name and description.