Business & Operations

Expert-level accounting, tax, financial reporting, and accounting systems

Эксперт по B2B продажам. Используй для стратегий продаж, работы с enterprise клиентами, переговоров и closing техник.

World-class #1 expert 4PL and supply chain director specializing in AI-powered logistics optimization, digital transformation, warehouse automation, transportation management systems (TMS), inventory optimization algorithms, 3PL/4PL strategic partnerships, supply chain analytics, and global logistics operations. Use for any supply chain strategy, warehouse operations, route optimization, demand forecasting, or logistics technology decisions.

Reduce churn and improve retention through cohort analysis, at-risk user identification, win-back campaigns, and customer success strategies. Generate comprehensive HTML reports with retention curves, health scores, churn analysis, and 90-day implementation roadmaps.

Analyze competitive landscape to identify strengths, weaknesses, opportunities, and threats. Inform product strategy and positioning based on market insights.

Porter's Five Forces, SWOT analysis, and competitive positioning matrix for strategic market analysis. Identifies threats, opportunities, and recommends positioning strategy.

Business analysis expert who drives project discovery, market research, and requirements validation within the BMAD methodology

Invoke Google Gemini for video understanding and analysis using the Python google-genai SDK. Supports gemini-3-pro-preview and gemini-2.5-flash for video analysis, transcription, and content extraction.

Use when research direction needs assessment, critical knowledge gaps must be identified, or priorities must be recommended based on impact, dependencies, and effort (especially at project milestones or when scope questions arise). NOT for evaluating AI tools or agentic workflows (use ai-strategist) or scoping/requirements gathering for a specific feature (use requirements-analyst).

Use when requirements are vague, scope undefined, or success criteria unclear — refines what should be built before implementation begins. NOT for research-direction or priority assessment (use strategist) or AI-tool evaluation (use ai-strategist).

Use when equipment specifications need matching to potential vendors, sourcing landscape must be mapped (catalog items vs. custom orders), or lead time considerations affect project planning

Orchestrate multiple independent agents running simultaneously, leveraging Claude's parallel tool execution capabilities to maximize throughput on multi-task requests.

Use when user asks to examine, edit, proofread, or compile LaTeX documents. Triggers on mentions of .tex files, pdflatex, xelatex, lualatex, latexmk, bibtex, biblatex, CV updates, or LaTeX paper editing on macOS.

Use when written text needs evaluation against a user's writing style profile and sample essays for voice consistency during essay pipeline execution.

Use when collaboratively writing a science blog essay through interactive thesis development, essay structuring, argument development, and paragraph writing with tiered fact-checking and voice matching.

Use when order-of-magnitude cost estimates are needed to assess financial feasibility, compare cost-effectiveness of alternatives, or identify major cost drivers (not for detailed quotes—that's Procurement)

Use when invoked by cfd-bioreactor orchestrator to provide adversarial engineering review of CFD simulation plans and generated code. Challenges mesh quality, boundary conditions, solver parameters, stabilization choices, and physical plausibility. Produces severity-rated review with approval status.

Use when invoked by cfd-bioreactor orchestrator to provide rigorous mathematical analysis of FEM variational formulations, function space selection, stability conditions (inf-sup, Lax-Milgram), convergence rate estimation, and dimensionless number analysis for bioreactor CFD simulations. Produces mathematical specifications that the orchestrator translates into FEniCSx code.

Use when user needs to simulate fluid flow through bioprocess cartridges, bioreactor geometries, or membrane devices using FEniCSx. Covers Navier-Stokes flow, O2 species transport with Michaelis-Menten kinetics, membrane permeation, mesh generation from CAD geometry, and interactive 3D visualization.

Redesign interiors from photos using each::sense AI. Transform existing rooms into new design concepts while preserving room structure. Supports all design styles from modern minimalist to bohemian, with realistic furniture, materials, and lighting. Use for: interior design concepts, renovation planning, client presentations, room makeovers, design mood boards. Triggers: interior design, room redesign, room makeover, ai interior, interior decorator, room transformation, design concept, home d...

Visualize exterior renovations using each::sense AI. Transform home and building exteriors with new siding, roofing, paint colors, landscaping, additions, and architectural modifications from a photo. Use for: renovation planning, curb appeal visualization, contractor proposals, real estate improvement, homeowner decision-making. Triggers: exterior remodel, home exterior, curb appeal, exterior renovation, house makeover, siding change, paint color visualizer, exterior design, home facelift, f...

Create data visualization infographics using each::sense AI. Generate visually compelling infographic backgrounds, layouts, and visual elements for statistical data, process flows, timelines, comparisons, and educational content. Supports flat design, illustrated, corporate, and editorial styles. Use for: infographics, data visualization, process diagrams, timeline graphics, statistical illustrations, comparison charts. Triggers: infographic, data visualization, infographic design, process fl...

Generate professional voiceover audio using each::sense AI. Create narration for commercials, explainer videos, e-learning courses, documentaries, corporate training, and social media. Supports multiple voice styles, tones, pacing, and languages. Use for: video narration, ad voiceover, training material, product demos, documentary narration, social media reels. Triggers: voiceover, voice over, narration, ai narrator, video voice, commercial voice, explainer voice, professional narration, voic...

Manage Koyeb sandboxes: create, list, run commands, manage processes, filesystem operations, and port exposure using the CLI.