Business & Operations

Comprehensive analysis of employment offer packages including compensation, contract terms, and legal review

Build and navigate workplace accommodation requests (disability, religious, medical)

Extend JobOps workspace with independent-contractor directories, templates, and config - requires /jobops:setup to have run first

Generate professional rate card document from service definition with pricing validation

Generate professional consulting proposal templates with pricing calculation

Generate professional B2B service pitch deck tailored to prospects or industries

Build or refresh a team culture and produce a Team Culture Operating System Pack (culture snapshot, culture code, norms, rituals, rollout + measurement plan). Use for team culture, culture code, team values, team norms, psychological safety, and coaching culture. Category: Hiring & Teams.

Configure and manage data quality tests, profiling, alerts, and incidents in OpenMetadata. Use when setting up quality tests, configuring profiler workflows, creating observability alerts, or triaging data quality incidents.

Use OpenMetadata SDK and APIs to build integrations, connectors, and automations. Use when querying metadata, creating custom properties, building ingestion pipelines, automating governance workflows, or integrating OpenMetadata with other systems.

**Pragmatic Institute Framework** (High relevance) distinguishes MRD (problem space: personas, their problems, market opportunity) from PRD (solution space: features, user stories, acceptance criteria). Its key insight: requirements should be written as **problems to be solved for specific personas**, not feature lists. This prevents over-engineering and keeps focus on product-market fit. **ISO 9001:2015** (Medium-High relevance) requires "documented information" but doesn't prescribe formats...

Firmao integration. Manage Organizations, Users. Use when the user wants to interact with Firmao data.

Create compelling investor one-pagers and email briefs that capture attention and get meetings. Distill your pitch into scannable, high-impact documents with traction-focused cold emails and distribution strategy.

Manage freelance business operations including clients, projects, and finances

Use when evaluating business model viability, analyzing profitability per customer/product/transaction, validating startup metrics (CAC, LTV, payback period), making pricing decisions, assessing scalability, comparing business models, or when user mentions unit economics, CAC/LTV ratio, contribution margin, customer profitability, break-even analysis, or needs to determine if a business can be profitable at scale.

Generate comprehensive financial reports including P&L, balance sheets, and cash flow statements

Build comprehensive 3-5 year financial models projecting revenue, expenses, headcount, cash flow, and runway. Model unit economics, scenario planning, and path to profitability. Generate investor-ready HTML reports with detailed projections and charts.

Expert-level financial systems, FinTech, banking, payments, and financial technology

Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships.

Business capability modeling using BABOK Business Capability Analysis. Creates hierarchical capability maps (L1-L3) linking strategy to architecture with Mermaid visualization.

MBA-trained business strategist with full commercial awareness. USE WHEN user says 'business plan', 'financial analysis', 'P&L', 'cash flow', 'valuation', 'market analysis', 'competitive analysis', 'SWOT', 'business model', 'unit economics', 'fundraising', 'pitch deck', or needs strategic business guidance.

Business model design using Osterwalder's Business Model Canvas and Lean Canvas. Creates 9-block canvases with structured analysis for business model innovation and startup validation.

Business strategy expert - defines users, value propositions, use cases, and business requirements. Connects technical development with market realities and ROI. Includes LATAM market (Chile) specialization.

Multi-technique business analysis orchestration using BABOK. Coordinates 14 techniques across strategic analysis, problem solving, planning, and design into comprehensive analysis packages.

When the user wants to optimize aerospace and defense supply chains, manage long lead-time components, handle MRO operations, or ensure AS9100 compliance. Also use when the user mentions "aerospace supply chain," "aviation manufacturing," "MRO supply chain," "AS9100," "aircraft parts," "defense procurement," "AOG support," "airworthiness," "ITAR compliance," "aerospace certification," or "aviation aftermarket." For general manufacturing, see production-scheduling. For quality, see quality-man...