Consulting skills for AI agents

Apply structured adversarial analysis to generate, critique, fix, validate, and consolidate solutions for complex problems. Forces deep analysis of failure modes, edge cases, and unintended consequences before committing.

Lead a full brand strategy engagement — from brand audit and identity architecture to rebranding execution for established tech companies. Use this skill when the user asks about branding, rebranding, brand identity, brand architecture, visual identity systems, brand voice, brand positioning, brand refresh, or company identity overhaul. Also trigger for "rebrand this company," "our brand feels outdated," "brand audit," "brand guidelines," "we need a new identity," or any task involving defining, evolving, or overhauling how a company presents itself to the market. Especially suited for existing tech companies that need to modernize, differentiate, or pivot their brand in crowded markets.

Lead organizational change management — guiding companies through rebrands, restructures, mergers, technology transitions, and cultural transformations. Use this skill when the user asks about change management, organizational transformation, culture change, stakeholder alignment, restructuring, merger integration, or adoption strategy. Also trigger for "how do we get buy-in," "resistance to change," "organizational redesign," "culture transformation," "adoption strategy," "stakeholder management," or any task involving managing the human side of significant organizational change.

Craft corporate communications and PR strategies — narrative development, media relations, thought leadership, crisis communications, and stakeholder messaging for technology companies. Use this skill when the user asks about PR strategy, corporate communications, press releases, media pitching, thought leadership, analyst relations, crisis communications, or public narratives. Also trigger for "write a press release," "PR strategy," "how do we get press coverage," "crisis communication plan," "thought leadership," "analyst briefing," "corporate narrative," or any task involving how a company communicates its story to external audiences including media, analysts, and the public. Especially relevant for rebrands, product launches, and market repositioning.

Design and optimize customer experiences — journey mapping, experience auditing, retention strategy, and customer-centric growth for technology companies. Use this skill when the user asks about customer experience, journey mapping, retention strategy, churn reduction, onboarding optimization, NPS improvement, or customer satisfaction. Also trigger for "improve customer experience," "reduce churn," "customer journey," "onboarding flow," "why are customers leaving," "NPS," "customer success strategy," or any task involving understanding, measuring, and improving how customers experience a product or service throughout their lifecycle.

Design data and analytics strategies — KPI frameworks, measurement systems, data-driven decision making, and analytics capability building for technology companies. Use this skill when the user asks about analytics strategy, data-driven decisions, KPI design, dashboards, measurement frameworks, A/B testing, data infrastructure, or business intelligence. Also trigger for "what should we measure," "build a dashboard," "analytics framework," "data strategy," "KPIs for this initiative," "A/B testing strategy," or any task involving designing how an organization measures, analyzes, and acts on data.

Guide digital transformation initiatives for established companies — technology modernization, process digitization, organizational capability building, and strategic technology adoption. Use this skill when the user asks about digital transformation, technology modernization, legacy system migration, digital strategy, or technology-driven business model change. Also trigger for "modernize our tech stack," "digital strategy," "migrate from legacy," "adopt AI/cloud/automation," "technology roadmap," or any task involving guiding an established organization through significant technology-driven change.

Organize, structure, and manage documents and files for maximum retrievability and team collaboration. Use this skill when the user asks about organizing documents, creating filing systems, managing digital paperwork, converting between document formats, establishing naming conventions, or wants strategies for reducing document clutter and improving information retrieval.

Build financial models, analyze unit economics, design pricing strategies, and create investor-ready financial plans for technology companies. Use this skill when the user asks about financial modeling, unit economics, SaaS metrics, revenue forecasting, fundraising strategy, valuation, or M&A analysis. Also trigger for "financial model," "unit economics," "CAC/LTV," "SaaS metrics," "revenue forecast," "pitch deck financials," "burn rate," or any task involving financial analysis, modeling, or strategy for technology businesses.

Design and execute go-to-market strategies — launch planning, pricing, channel strategy, sales motions, and growth models for tech products and companies. Use this skill when the user asks about GTM strategy, product launch, pricing strategy, sales motion design, channel partnerships, demand generation, or market entry. Also trigger for "how do we launch this," "pricing model," "sales strategy," "go-to-market plan," "demand gen," "PLG vs sales-led," or any task involving bringing a product to market, reaching customers, and generating revenue.

Apply top-tier management consulting frameworks to business strategy — competitive analysis, growth strategy, operational excellence, and strategic planning. Use this skill when the user asks about business strategy, competitive analysis, market entry, growth planning, strategic frameworks, or business model design. Also trigger for "business strategy," "competitive advantage," "growth strategy," "strategic analysis," "Porter's five forces," "BCG matrix," "McKinsey 7S," or any task involving structured strategic thinking applied to business decisions. Works across industries with emphasis on technology companies.

Develop competitive market positioning strategies for tech companies operating in saturated markets — finding whitespace, creating differentiation, and building defensible positions. Use this skill when the user asks about competitive positioning, market differentiation, saturated market strategy, competitive analysis, value proposition design, or category creation. Also trigger for "how do we stand out," "our market is crowded," "competitive differentiation," "positioning strategy," "category design," "blue ocean," or any task involving finding and defending a unique market position against established and emerging competitors.