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MCP AI Agent Guidelines

enterprise-strategy

Advancedworkflow

Mission

Section titled “Mission”

Vision → capability map → transformation roadmap → governance. AI at organisational scale.

When to Use

Section titled “When to Use”

Use when designing enterprise AI platforms, mapping capability gaps across an organisation, creating transformation roadmaps, preparing executive briefings, mentoring staff engineers, or framing multi-year AI strategy.

Triggers: “enterprise AI strategy”, “executive briefing”, “transformation roadmap”, “capability map”, “AI platform design”, “staff engineering”, “organisation-wide”

Skills Invoked

Section titled “Skills Invoked”
  • lead-transformation-roadmap — phased transformation plan with change management
  • lead-capability-mapping — gap analysis against strategic requirements
  • lead-exec-brief — executive summary for C-suite/board
  • lead-okr-design — OKRs aligned to business outcomes
  • strat-advisor — strategic recommendations
  • gov-regulated-workflow-design — regulated environment design
  • gov-workflow-compliance — compliance verification

Chain-To

Section titled “Chain-To”
  • policy-govern — governance framework for the enterprise platform
  • system-design — architecture for the AI platform
  • strategy-plan — mid-level planning from enterprise strategy

L9 Pattern

Section titled “L9 Pattern”

For full-organisation transformation plans:

1. 2× GPT-4.1 + 1× GPT-5 mini (free, parallel)
2. GPT-5.4 first synthesis
3. Claude Sonnet 4.6 final judgment

Example

Section titled “Example”
{
  "request": "Create a 2-year AI transformation roadmap for a 500-person engineering organisation moving from waterfall to AI-assisted continuous delivery"
}