borghei

DACI decision facilitation framework for clarifying decision ownership, reducing decision thrash, and improving governance across product teams. Use for decision-making clarity, role assignment, governance design, and reducing ambiguity about who drives, approves, contributes, or is informed.

Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer success

Plan and execute product launches and feature announcements for SaaS and technology products. Covers phased launch plans (alpha, beta, GA), channel strategy (owned/rented/borrowed), Product Hunt playbooks, launch day execution, and post-launch momentum. Use when launching a new product, major feature, pricing change, or planning a Product Hunt launch.

Build production-grade email template systems with React Email or MJML. Covers responsive layouts, dark mode, multi-provider sending (Resend, SendGrid, Postmark, SES), i18n, spam score optimization, preview servers, and analytics tracking. Use when setting up transactional email infrastructure, building email design systems, or debugging deliverability issues.

Expert solutions architecture covering technical requirements, solution design, integration planning, and enterprise architecture alignment. Use when conducting technical discovery, designing integration architectures, running security assessments, scoping proof-of-concept engagements, or creating solution architecture documents.

Same roadmap, three audiences. Produce executive, customer, and internal variants of a single roadmap with appropriate framing, detail level, and risk language for each.

Framework for rolling out organizational changes without chaos. Covers the ADKAR model adapted for startups, communication templates, resistance patterns and responses, change fatigue management, and specific playbooks for process changes, reorgs, strategy pivots, and culture changes. Use when announcing a reorg, switching tools, pivoting strategy, killing a product, changing leadership, rolling o

Expert operations management covering process optimization, operational efficiency, resource management, and continuous improvement. Use when designing workflows, auditing operational maturity, building capacity plans, evaluating vendors, running Lean Six Sigma DMAIC projects, or optimizing cost-per-unit metrics.

Expert sales execution covering pipeline management, discovery, demos, negotiation, and deal closing. Use when qualifying opportunities, running MEDDIC discovery, building account plans, handling objections, structuring proposals, or forecasting pipeline.

EU AI Act (Regulation EU 2024/1689) compliance specialist. Use when classifying AI systems by risk tier, assessing provider or deployer obligations, evaluating GPAI model compliance, running conformity assessments, performing bias detection and fairness testing, building AI governance programs, or preparing for EU AI Act enforcement deadlines. Covers the full regulatory lifecycle from system inven

Expert MLOps engineering covering model deployment, ML pipelines, model monitoring, feature stores, and infrastructure automation. Use when deploying models to production, building training pipelines, setting up drift detection, configuring feature stores, or automating ML CI/CD workflows.

This skill should be used when the user asks to "fix a bug with minimal changes", "analyze change scope for a bugfix", "find the minimal set of files to change", "do a focused bugfix", or "scope a minimal repair".