tractorjuice

Assess climatic patterns affecting Wardley Map components

Create Yourdon-DeMarco Data Flow Diagrams (DFDs) using structured analysis notation.

This skill should be used when the user asks about Mermaid diagram syntax, how to write a specific Mermaid diagram type (flowchart, sequence, class, state, ER, Gantt, pie, mindmap, timeline, git graph, quadrant, C4, sankey, XY chart, block, packet, kanban, architecture, radar, treemap, user journey, ZenUML), Mermaid node shapes, edge labels, styling, configuration, theming, layout options, or troubleshooting Mermaid rendering errors and syntax gotchas.

Analyze the UK government's technology landscape across various domains.

Design platform strategies for multi-sided ecosystems using the Platform Design Toolkit.

Analyze G-Cloud service gaps and generate supplier clarification questions

Generate a Technology Code of Practice (TCoP) review document for a UK Government technology project

'Use this agent when the user needs Google Cloud-specific technology

Generate a MOD Secure by Design assessment for UK Ministry of Defence projects using CAAT and continuous assurance

Create a comprehensive requirements traceability matrix linking requirements to design and tests.

Evaluate compliance with architecture principles and produce a detailed scorecard.

This skill should be used when the user asks about PlantUML syntax for any diagram type including C4-PlantUML, sequence, class, activity, state, ER, component, deployment, or use case diagrams. Also applies when troubleshooting PlantUML rendering errors, fixing layout conflicts between Rel_Down and Lay_Right, styling with skinparams or themes, or asking about C4 directional relationships and tier-based layout patterns.

Research Google Cloud services and architecture patterns using Google Developer Knowledge MCP for authoritative guidance

Create federated data product contracts for mesh architectures with SLAs, governance, and interoperability guarantees (project)

Create comprehensive data model with entity relationships, GDPR compliance, and data governance

Analyze stakeholder drivers, goals, and measurable outcomes

Establish a comprehensive FinOps strategy for cloud financial management and cost optimization.

Establish a vendor evaluation framework and score proposals effectively.

Facilitates the review of Detailed Design (DLD) documents for implementation readiness.

Discover external data sources (APIs, datasets, open data portals) to fulfil project requirements

Create DevOps strategy with CI/CD pipelines, IaC, container orchestration, and developer experience

Generate DOS procurement documentation for the UK Digital Marketplace.

Generate Yourdon-DeMarco Data Flow Diagrams (DFDs) with structured analysis notation

Create comprehensive business and technical requirements

Generate Statement of Work (SOW) / RFP document for vendor procurement

Generate architecture diagrams using Mermaid or PlantUML C4 for visual documentation

Generate architecture diagrams using Mermaid or PlantUML C4 for visual documentation.

Discover external data sources to meet project requirements efficiently.

Generate Digital Outcomes and Specialists (DOS) procurement documentation for UK Digital Marketplace

Generate Data Protection Impact Assessment (DPIA) for UK GDPR Article 35 compliance

Arc Kit is an enterprise architecture governance toolkit that streamlines vendor procurement and design review workflows.

Wardley Mapping skill for strategic positioning and situational awareness in technology evolution.

Review Detailed Design (DLD) for implementation readiness

Establish a comprehensive DevOps strategy with CI/CD pipelines, IaC, and container orchestration.

Generate Digital Outcomes and Specialists (DOS) procurement documentation for UK Digital Marketplace

Document architectural decisions with options analysis and traceability

Guides users through starting architecture projects with tailored command sequences.

Master PlantUML syntax for various diagram types and troubleshoot rendering issues.

Assess UK Government AI Playbook compliance for responsible AI deployment

Generate Data Protection Impact Assessment (DPIA) for UK GDPR Article 35 compliance

Customize ArcKit document templates for consistent architecture artifacts.

Perform comprehensive governance quality analysis across architecture artifacts (requirements, principles, designs, assessments)

Generate Algorithmic Transparency Recording Standard (ATRS) record for AI/algorithmic tools

Research AWS services and architecture patterns using AWS Knowledge MCP for authoritative guidance

Create vendor evaluation framework and score vendor proposals

Research Azure services and architecture patterns using Microsoft Learn MCP for authoritative guidance

Create a comprehensive data model that ensures GDPR compliance and effective data governance.

Generate prioritised product backlog from ArcKit artifacts - convert requirements to user stories, organise into sprints

Create vendor evaluation framework and score vendor proposals

Create FinOps strategy with cloud cost management, optimization, governance, and forecasting

Transform existing project artifacts into a structured, phased framework with overview and executive guide

Generate a prioritized product backlog from ArcKit artifacts, converting requirements into user stories and organizing them into sprints.

Create FinOps strategy with cloud cost management, optimization, governance, and forecasting

Transform existing project artifacts into a structured, phased framework with overview and executive guide

Analyze G-Cloud service gaps and generate supplier clarification questions

Find G-Cloud services on UK Digital Marketplace with live search and comparison

Research Google Cloud services and architecture patterns using Google Developer Knowledge MCP for authoritative guidance

Generate a capability maturity model with assessment criteria and level definitions

Create federated data product contracts for mesh architectures with SLAs and governance.

Evaluate architecture conformance against established principles and decisions.

Research Azure services and architecture patterns using authoritative Microsoft Learn documentation.

This skill should be used when the user asks how to start an architecture project, which ArcKit commands to run and in what order, what workflow path to follow, how to onboard a project, or what comes next after a command. Common triggers: getting started with ArcKit, recommend a workflow, new project setup, guide me through, command sequence, next steps, arckit start.

Assess compliance with the UK Government AI Playbook for responsible AI deployment.

Generate a consolidated project glossary of terms, acronyms, and definitions from existing artifacts

Search 24,500+ UK government repositories using natural language queries

Map the UK government code landscape for a domain — who built what, common patterns, standards, maturity

Discover reusable UK government code before building from scratch

Scan all projects for stale research, forgotten ADRs, unresolved review conditions, orphaned artifacts, missing traceability, and version drift

Research AWS services and architecture patterns using authoritative AWS documentation.

Generate Algorithmic Transparency Recording Standard (ATRS) records for AI tools in compliance with UK government regulations.

Conduct thorough governance quality analysis on architecture artifacts.

Document architectural decisions with options analysis and traceability.

Generate a consolidated project glossary of terms, acronyms, and definitions from existing artifacts

Search 24,500+ UK government repositories using natural language queries

Map the UK government code landscape for a domain — who built what, common patterns, standards, maturity

Discover reusable UK government code before building from scratch

Review High-Level Design (HLD) against architecture principles and requirements

Document architectural decisions with options analysis and traceability

Analyse the blast radius of a change to a requirement, decision, or design document

Initialize ArcKit project structure for enterprise architecture governance

Generate MOD JSP 936 AI assurance documentation for defence AI/ML systems

Generate a capability maturity model with assessment criteria and level definitions

Create MLOps strategy with model lifecycle, training pipelines, serving, monitoring, and governance

Generate a MOD Secure by Design assessment for UK Ministry of Defence projects using CAAT and continuous assurance

Create operational readiness pack with support model, runbooks, DR/BCP, on-call, and handover documentation

Generate documentation site with governance dashboard, document viewer, and Mermaid diagram support

Create project plan with timeline, phases, gates, and Mermaid diagrams

Create platform strategy using Platform Design Toolkit (8 canvases for multi-sided ecosystems)

Generate MARP presentation slides from existing project artifacts for governance boards and stakeholder briefings

Assess UK Government AI Playbook compliance for responsible AI deployment

Assess compliance with architecture principles and generate scorecard with evidence, gaps, and recommendations

Create or update enterprise architecture principles

Create comprehensive business and technical requirements

Research technology, services, and products to meet requirements with build vs buy analysis

Create comprehensive risk register following HM Treasury Orange Book principles

Create strategic architecture roadmap with multi-year timeline, capability evolution, and governance

Score vendor proposals against evaluation criteria with persistent structured storage

Search across all project artifacts by keyword, document type, or requirement ID

Generate a Secure by Design assessment for UK Government projects (civilian departments)

Prepare for GDS Service Standard assessment - analyze evidence against 14 points, identify gaps, generate readiness report

Create comprehensive ServiceNow service design with CMDB, SLAs, incident management, and change control

Create Strategic Outline Business Case (SOBC) using UK Government Green Book 5-case model

Get oriented with ArcKit — guided project onboarding, workflow selection, and command recommendations

Generate comprehensive project story with timeline analysis, traceability, and governance achievements (project)

Synthesise strategic artifacts into executive-level Architecture Strategy document

Generate a Technology Code of Practice (TCoP) review document for a UK Government technology project

Create new document templates by interviewing the user about their organization's requirements

Generate requirements traceability matrix from requirements to design to tests

Export product backlog to Trello - create board, lists, cards with labels and checklists from backlog JSON

Assess climatic patterns affecting Wardley Map components

Assess organizational doctrine maturity using Wardley's 4-phase framework

Analyze strategic play options from Wardley Maps using 60+ gameplay patterns

Create strategic Wardley Maps for architecture decisions and build vs buy analysis

Decompose user needs into value chains for Wardley Mapping

Perform comprehensive governance quality analysis across architecture artifacts (requirements, principles, designs, assessments)

Conduct AWS-specific technology research to match project requirements with AWS services.

Research Azure services and architecture patterns tailored to project requirements.

Discover external data sources for project requirements through systematic web research.

Transform scattered project artifacts into a structured framework with phased organization.

Research Google Cloud services and architecture patterns tailored to project requirements.

Search UK government repositories using natural language queries for code implementations and patterns.

Discover reusable UK government open-source code to streamline project development.

"Use this agent when the user needs AWS-specific technology research\

Conduct technology and service market research for project requirements.

"Use this agent when the user needs Azure-specific technology research\

"Use this agent when the user needs Google Cloud-specific technology\

Generate Algorithmic Transparency Recording Standard (ATRS) record for AI/algorithmic tools

"Use this agent when the user wants to discover reusable UK government\

This skill should be used when the user asks about PlantUML syntax for any diagram type including C4-PlantUML, sequence, class, activity, state, ER, component, deployment, or use case diagrams. Also applies when troubleshooting PlantUML rendering errors, fixing layout conflicts between Rel_Down and Lay_Right, styling with skinparams or themes, or asking about C4 directional relationships and tier-based layout patterns.

Master Mermaid diagram syntax with comprehensive references and troubleshooting tips.

Create strategic Wardley Maps for architecture decisions and build vs buy analysis.

Export your product backlog to Trello with ease, creating boards, lists, and cards automatically.

Create tailored document templates through an interactive interview process.

Score vendor proposals against evaluation criteria with structured storage.

Create a comprehensive risk register following HM Treasury Orange Book principles.

"Use this agent when the user needs to discover external data sources\

'Use this agent when the user wants to transform existing project artifacts

'Use this agent when the user wants to search UK government repositories

"Use this agent when the user wants to understand what UK government\

'Use this agent when the user needs technology and service market research

This skill should be used when the user asks about Wardley Mapping, evolution stages, strategic positioning, situational awareness, technology evolution, competitive landscape, creating maps, value chain decomposition, gameplay patterns, doctrine assessment, doctrine maturity, climatic patterns, climate assessment, build vs. buy decisions, inertia analysis, D&D alignment of strategies, peace/war/wonder cycles, play-position matrix, pioneers/settlers/planners, or quantitative evolution scoring including differentiation pressure, commodity leverage, weak signal detection, and readiness scores.

'Use this agent when the user needs Google Cloud-specific technology

'Use this agent when the user wants to discover reusable UK government

'Use this agent when the user needs technology and service market research

Generate a comprehensive project story with timeline analysis and governance achievements.

Generate comprehensive Statements of Work (SOW) for vendor procurement.

Prepare for GDS Service Standard assessments by analyzing evidence and identifying gaps.

This skill should be used when the user asks how to start an architecture project, which ArcKit commands to run and in what order, what workflow path to follow, how to onboard a project, or what comes next after a command. Common triggers: getting started with ArcKit, recommend a workflow, new project setup, guide me through, command sequence, next steps, arckit start.

Research AWS services and architecture patterns using AWS Knowledge MCP for authoritative guidance

'Use this agent when the user needs AWS-specific technology research

'Use this agent when the user needs Azure-specific technology research

"Use this agent when the user needs to discover external data sources\

'Use this agent when the user wants to transform existing project artifacts

'Use this agent when the user wants to search UK government repositories

"Use this agent when the user wants to understand what UK government\

This skill should be used when the user asks about Wardley Mapping, evolution stages, strategic positioning, situational awareness, technology evolution, competitive landscape, creating maps, value chain decomposition, gameplay patterns, doctrine assessment, doctrine maturity, climatic patterns, climate assessment, build vs. buy decisions, inertia analysis, D&D alignment of strategies, peace/war/wonder cycles, play-position matrix, pioneers/settlers/planners, or quantitative evolution scoring including differentiation pressure, commodity leverage, weak signal detection, and readiness scores.

Assess organizational doctrine maturity using Wardley's 4-phase framework.

Generate a Technology Code of Practice (TCoP) review document for UK Government projects.

Research Azure services and architecture patterns using Microsoft Learn MCP for authoritative guidance

Decompose user needs into value chains for effective Wardley Mapping.

Analyze strategic play options using 60+ gameplay patterns from Wardley Maps.

Assess climatic patterns impacting Wardley Map components to inform strategic decisions.

Create a comprehensive Architecture Strategy document from strategic artifacts.

Analyze stakeholder drivers, goals, and measurable outcomes effectively.

Create comprehensive ServiceNow service designs integrating CMDB, SLAs, and incident management.

Create strategic architecture roadmaps with multi-year timelines and governance.

Conduct thorough research on technology and services for build vs buy analysis.

Generate prioritised product backlog from ArcKit artifacts - convert requirements to user stories, organise into sprints

Streamline your project onboarding with guided workflows and command recommendations.

Create a Strategic Outline Business Case (SOBC) using the UK Government Green Book 5-case model.

Quickly search across all project artifacts using keywords, document types, or requirement IDs.

Define comprehensive business and technical requirements for projects.

Define and manage enterprise architecture principles for technology governance.

Generate comprehensive project plans with timelines, phases, and Mermaid diagrams.

Generate a Secure by Design assessment for UK MOD projects using continuous assurance.

Generate comprehensive MOD JSP 936 AI assurance documentation for defence AI/ML systems.

Review High-Level Design (HLD) documents against architecture principles and requirements.

Generate MARP presentation slides from ArcKit project artifacts for governance and stakeholder briefings.

Assess architecture conformance — ADR decision implementation, cross-decision consistency, design-principles alignment, architecture drift, technical debt, and custom constraint rules

Copy plugin templates to project for customization

Create a comprehensive operational readiness pack for production services.

Create federated data product contracts for mesh architectures with SLAs, governance, and interoperability guarantees (project)

Create a tailored Capability Maturity Model with defined criteria and levels.

Quickly initialize the ArcKit project structure for enterprise architecture governance.

Scan all projects for stale research, forgotten ADRs, unresolved review conditions, orphaned artifacts, missing traceability, and version drift

Create MLOps strategy with model lifecycle, training pipelines, serving, monitoring, and governance

Review Detailed Design (DLD) for implementation readiness

Create a comprehensive project glossary by consolidating terms and definitions from existing artifacts.

Generate a comprehensive documentation site for ArcKit projects with visual governance tools.

Develop a comprehensive MLOps strategy for managing machine learning models throughout their lifecycle.

Research Google Cloud services and architecture patterns using authoritative Google documentation.

Quickly find and compare G-Cloud services on the UK Digital Marketplace.

Create comprehensive data model with entity relationships, GDPR compliance, and data governance

Analyze the impact of changes to requirements, decisions, or design documents.

Create DevOps strategy with CI/CD pipelines, IaC, container orchestration, and developer experience

Generate Yourdon-DeMarco Data Flow Diagrams (DFDs) with structured analysis notation

Perform diagnostic health checks across ArcKit projects to identify governance issues.

Discover reusable UK government code to streamline development efforts.

Search over 24,500 UK government repositories using natural language queries.

Map the UK government technology landscape, analyzing contributions, standards, and collaboration opportunities.

Discover external data sources (APIs, datasets, open data portals) to fulfil project requirements

Review High-Level Design (HLD) against architecture principles and requirements

Analyse the blast radius of a change to a requirement, decision, or design document

Initialize ArcKit project structure for enterprise architecture governance

Generate MOD JSP 936 AI assurance documentation for defence AI/ML systems

Create operational readiness pack with support model, runbooks, DR/BCP, on-call, and handover documentation

Generate documentation site with governance dashboard, document viewer, and Mermaid diagram support

Create project plan with timeline, phases, gates, and Mermaid diagrams

Create platform strategy using Platform Design Toolkit (8 canvases for multi-sided ecosystems)

Generate MARP presentation slides from existing project artifacts for governance boards and stakeholder briefings

Assess compliance with architecture principles and generate scorecard with evidence, gaps, and recommendations

Research technology, services, and products to meet requirements with build vs buy analysis

Create comprehensive risk register following HM Treasury Orange Book principles

Create strategic architecture roadmap with multi-year timeline, capability evolution, and governance

Score vendor proposals against evaluation criteria with persistent structured storage

Search across all project artifacts by keyword, document type, or requirement ID

Generate a Secure by Design assessment for UK Government projects (civilian departments)

Prepare for GDS Service Standard assessment - analyze evidence against 14 points, identify gaps, generate readiness report

Create comprehensive ServiceNow service design with CMDB, SLAs, incident management, and change control

Create Strategic Outline Business Case (SOBC) using UK Government Green Book 5-case model

Analyze stakeholder drivers, goals, and measurable outcomes

Get oriented with ArcKit — guided project onboarding, workflow selection, and command recommendations

Generate comprehensive project story with timeline analysis, traceability, and governance achievements (project)

Synthesise strategic artifacts into executive-level Architecture Strategy document

Create new document templates by interviewing the user about their organization's requirements

Generate requirements traceability matrix from requirements to design to tests

Export product backlog to Trello - create board, lists, cards with labels and checklists from backlog JSON

Assess organizational doctrine maturity using Wardley's 4-phase framework

Analyze strategic play options from Wardley Maps using 60+ gameplay patterns

Create strategic Wardley Maps for architecture decisions and build vs buy analysis

Decompose user needs into value chains for Wardley Mapping

'Use this agent when the user needs AWS-specific technology research

'Use this agent when the user needs Azure-specific technology research

'Use this agent when the user needs to discover external data sources

'Use this agent when the user wants to transform existing project artifacts

'Use this agent when the user wants to search UK government repositories

'Use this agent when the user wants to discover reusable UK government

Map user stories back to requirements

'Use this agent when the user needs technology and service market research

This skill should be used when the user asks about Wardley Mapping, evolution stages, strategic positioning, situational awareness, technology evolution, competitive landscape, creating maps, value chain decomposition, gameplay patterns, doctrine assessment, doctrine maturity, climatic patterns, climate assessment, build vs. buy decisions, inertia analysis, D&D alignment of strategies, peace/war/wonder cycles, play-position matrix, pioneers/settlers/planners, or quantitative evolution scoring including differentiation pressure, commodity leverage, weak signal detection, and readiness scores.

This skill should be used when the user asks about PlantUML syntax for any diagram type including C4-PlantUML, sequence, class, activity, state, ER, component, deployment, or use case diagrams. Also applies when troubleshooting PlantUML rendering errors, fixing layout conflicts between Rel_Down and Lay_Right, styling with skinparams or themes, or asking about C4 directional relationships and tier-based layout patterns.

This skill should be used when the user asks how to start an architecture project, which ArcKit commands to run and in what order, what workflow path to follow, how to onboard a project, or what comes next after a command. Common triggers: getting started with ArcKit, recommend a workflow, new project setup, guide me through, command sequence, next steps, arckit start.

Generate Yourdon-DeMarco Data Flow Diagrams (DFDs) with structured analysis notation

This skill should be used when the user asks about Mermaid diagram syntax, how to write a specific Mermaid diagram type (flowchart, sequence, class, state, ER, Gantt, pie, mindmap, timeline, git graph, quadrant, C4, sankey, XY chart, block, packet, kanban, architecture, radar, treemap, user journey, ZenUML), Mermaid node shapes, edge labels, styling, configuration, theming, layout options, or troubleshooting Mermaid rendering errors and syntax gotchas.

Update traceability matrix with decision links

Assess UK Government AI Playbook compliance for responsible AI deployment

Generate architecture diagrams using Mermaid or PlantUML C4 for visual documentation

Perform comprehensive governance quality analysis across architecture artifacts (requirements, principles, designs, assessments)

Generate Algorithmic Transparency Recording Standard (ATRS) record for AI/algorithmic tools

Record AWS service selection decisions

Record Azure service selection decisions

Assess architecture conformance — ADR decision implementation, cross-decision consistency, design-principles alignment, architecture drift, technical debt, and custom constraint rules

Copy plugin templates to project for customization

Create federated data product contracts for mesh architectures with SLAs, governance, and interoperability guarantees (project)

Map DR-xxx to entities and attributes

Map DR-xxx requirements to discovered sources

Create DevOps strategy with CI/CD pipelines, IaC, container orchestration, and developer experience

Generate Digital Outcomes and Specialists (DOS) procurement documentation for UK Digital Marketplace

Generate Data Protection Impact Assessment (DPIA) for UK GDPR Article 35 compliance

Create vendor evaluation framework and score vendor proposals

Create FinOps strategy with cloud cost management, optimization, governance, and forecasting

Create maturity model for framework adoption

'Use this agent when the user wants to understand what UK government

Assess architecture conformance — ADR decision implementation, cross-decision consistency, design-principles alignment, architecture drift, technical debt, and custom constraint rules

Copy plugin templates to project for customization

Create or update enterprise architecture principles

Analyze G-Cloud service gaps and generate supplier clarification questions

Generate architecture diagrams using Mermaid or PlantUML C4 for visual documentation

Find G-Cloud services on UK Digital Marketplace with live search and comparison

Analyze G-Cloud service gaps and generate supplier clarification questions.

Generate Data Protection Impact Assessments (DPIAs) for UK GDPR compliance.

Transform scattered project artifacts into a structured, phased architecture framework.

Generate Statement of Work (SOW) / RFP document for vendor procurement

Review Detailed Design (DLD) for implementation readiness