borghei

This skill should be used when the user asks to "optimize SQL queries", "explore database schemas", "generate migration SQL", "analyze query performance", or "document database structure".

Map stakeholders by power × interest (or influence × support), design a communication plan, and run the stakeholder-management discipline that prevents surprise objections. Use when launching a major initiative, navigating an enterprise deal, planning a re-org, or pre-empting political resistance to a roadmap change.

Blameless post-mortem expert for incidents, outages, regressions, customer escalations, missed launches, and failed experiments. Pairs Google SRE practice with Allspaw / Dekker / Perrow systems thinking.

Expert SEO covering technical SEO, content optimization, link building, keyword research, and search analytics. Use when auditing technical SEO issues, researching keywords by intent and difficulty, optimizing on-page elements, building link acquisition strategies, or analyzing organic search performance.

Expert data science covering machine learning, statistical modeling, experimentation, predictive analytics, and advanced analytics. Use when selecting ML algorithms, engineering features, designing A/B tests, evaluating model performance, or building predictive pipelines.

Literature review skill for academic, R&D, and professional research. Covers search strategy, source assessment (quality, relevance, recency), thematic synthesis, citation management, and the discipline of reproducible reviews. Use when conducting a systematic literature review, building a research bibliography, or preparing a research-grounded report.

People leadership for scaling companies. Covers hiring strategy, compensation design, org structure, performance management, retention, culture health, and workforce planning. Use when building hiring plans, designing comp frameworks, restructuring teams, managing performance, building career ladders, handling attrition, workforce planning, or when user mentions CHRO, HR, people strategy, talent a

Systematic competitor tracking that feeds CMO positioning, CRO battlecards, and CPO roadmap decisions. Covers competitor identification, 8-dimension tracking, analysis frameworks, battlecard creation, win/loss analysis, and intelligence distribution. Use when analyzing competitors, building battlecards, tracking market moves, conducting win/loss analysis, updating positioning, or when user mention

Full quarterly planning cycle -- kickoff, mid-quarter check-in, and close -- using Wodtke's Radical Focus, Cagan strategy, and Reforge cycle frameworks.

Design and implement multi-agent orchestration systems with workflow DAGs, agent routing, handoff protocols, state management, and cost optimization. Use when building AI pipelines with multiple specialized agents, designing fan-out/fan-in patterns, or implementing fault-tolerant agent workflows.

Closed beta program playbook covering recruitment, success criteria, communication cadence, and beta-to-GA exit gates.

ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support.