magnus919 Operational Design
COO methodology for designing and scaling operations, managing compliance, selecting and managing vendors, and measuring operational health. These frameworks help a COO build the systems and processes that enable the organization to execute reliably at scale.
Domain Model
| Domain | Covers | Artifact |
|---|---|---|
| Process Design | Value stream mapping, BPMN, bottleneck analysis, workflow optimization | Process maps, VSM current/future state |
| Scaling Frameworks | 10-to-100-to-1000 transitions, organizational design, delegation patterns | Scaling plan, org design |
| Operational Metrics | KPI design, balanced scorecard, leading vs lagging indicators | Operations dashboard |
| Compliance & Audit | SOC 2, ISO 27001, GDPR readiness, audit preparation | Compliance roadmap, control matrix |
| Vendor Management | RFP process, SLA design, vendor scorecards, relationship tiers | Vendor management framework |
| Organizational Patterns | Team topologies, Conway's Law, Dunbar's number, span of control | Team design, communication model |
When to Load
Load this skill when the task involves:
- Mapping and optimizing a business process (value stream, BPMN)
- Planning organizational scaling through growth phases
- Designing operational KPIs and a balanced scorecard
- Preparing for SOC 2, ISO 27001, or GDPR compliance
- Running an RFP or vendor selection process
- Designing SLAs and vendor scorecards
- Restructuring teams using team topologies
- Analyzing bottlenecks and throughput constraints
- Designing delegation and span-of-control models
Loading Order
skill_view('operational-design') # This — methodology index
skill_view('strategy-frameworks') # Shared decision frameworks
skill_view('artifact-pyramids') # Output contract
skill_view('operational-design', file_path='references/process-design.md')
skill_view('operational-design', file_path='references/scaling-frameworks.md')
skill_view('operational-design', file_path='references/operational-metrics.md')
skill_view('operational-design', file_path='references/compliance.md')
skill_view('operational-design', file_path='references/vendor-management.md')
Reference Files
| Reference | Load When | File |
|---|---|---|
| Process Design | You need to map, analyze, or optimize a business process | references/process-design.md |
| Scaling Frameworks | You're planning organizational growth or restructuring | references/scaling-frameworks.md |
| Operational Metrics | You're designing KPIs, dashboards, or a balanced scorecard | references/operational-metrics.md |
| Compliance & Audit | You're preparing for SOC 2, ISO 27001, or GDPR compliance | references/compliance.md |
| Vendor Management | You're running an RFP, designing SLAs, or evaluating vendors | references/vendor-management.md |
| Decision Workflow | You need a bounded operating-model choice, pilot, KPI, control, or owner handoff | references/decision-workflow.md |
Design Principles
- Process before automation. Automating a bad process makes bad output faster. Map and optimize the workflow before selecting tools.
- Scale is a discontinuous function. An organization that works at 10 people will break at 50, 200, and 1,000 — each requires a different operating model. Design for the next phase, not the current one.
- Lead with leading indicators. Lagging indicators tell you what already happened. Leading indicators tell you what will happen. A good operations dashboard has a balanced mix of both.
- Compliance is a system, not a project. SOC 2 certification is not a one-time effort. Compliance requires embedded controls, continuous monitoring, and periodic testing.
- Vendors are partners, not passengers. The cheapest vendor is usually the most expensive in total cost. Invest in vendor relationships proportional to business criticality.
- Structure follows strategy. Team topology should be driven by the communication patterns the work requires (Conway's Law), not by reporting lines that are convenient for management.
Related Skills
strategy-frameworks— CEO-side strategic direction, competitive analysis, and shared decision frameworkstechnology-radar— CTO-side technology evaluation and architecture governancefinancial-modeling— CFO-side unit economics and SaaS metricsartifact-pyramids— output contract specification