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AI Agent Orchestration Framework for Salesforce Development - Two-phase architecture with 70% context reduction

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title: Interactive Project Setup Workflow description: Guide users through project initialization with choices and validation interactive: true phases: - name: project_initialization description: Initialize the project with user preferences choice_prompt: How would you like to start your project? user_choices: - label: Start with requirements gathering value: requirements_first - label: Begin with technical architecture value: architecture_first - label: Create user stories immediately value: stories_first branches: requirements_first: name: Requirements-Driven Approach steps: - name: Gather business requirements agent: sf-business-analyst creates: requirements.md - name: Identify stakeholders agent: sf-business-analyst creates: stakeholders.md - name: Define success criteria agent: sf-product-manager creates: success-criteria.md architecture_first: name: Architecture-Driven Approach steps: - name: Design system architecture agent: sf-architect creates: architecture.md - name: Define integration points agent: sf-architect creates: integrations.md - name: Plan data model agent: sf-data-architect creates: data-model.md stories_first: name: Story-Driven Approach steps: - name: Create epic structure agent: sf-business-analyst creates: epics.md - name: Write user stories agent: sf-business-analyst creates: user-stories.md - name: Define acceptance criteria agent: sf-tester creates: acceptance-criteria.md validation_gate: name: Initial Setup Validation validations: - name: Required artifacts created type: artifacts_exist required: - requirements.md - name: Key steps completed type: steps_completed required: - Gather business requirements - name: team_formation description: Set up the project team structure choice_prompt: What is your team composition? user_choices: - label: Full agile team value: full_team - label: Small team (2-3 people) value: small_team - label: Solo developer value: solo branches: full_team: name: Full Team Setup steps: - name: Assign team roles action: assign_roles - name: Set up communication channels action: setup_slack - name: Configure JIRA project action: setup_jira small_team: name: Small Team Setup steps: - name: Define role responsibilities action: define_roles - name: Set up lightweight tracking action: setup_trello solo: name: Solo Developer Setup steps: - name: Create personal kanban action: setup_kanban - name: Set up documentation structure action: setup_docs next_conditions: - if_choice_was: full_team go_to: sprint_planning - if_choice_was: small_team go_to: lightweight_planning - if_choice_was: solo go_to: task_planning - name: sprint_planning description: Plan the first sprint with full agile ceremonies steps: - name: Create sprint backlog agent: sf-product-manager creates: sprint-backlog.md - name: Estimate story points agent: sf-product-manager - name: Define sprint goals agent: sf-product-manager creates: sprint-goals.md validation_gate: name: Sprint Ready validations: - name: Sprint artifacts ready type: artifacts_exist required: - sprint-backlog.md - sprint-goals.md - name: lightweight_planning description: Simple planning for small teams steps: - name: Create task list agent: sf-product-manager creates: tasks.md - name: Set milestones agent: sf-product-manager creates: milestones.md - name: task_planning description: Individual task planning for solo developers steps: - name: Break down work agent: sf-developer creates: work-breakdown.md - name: Create timeline agent: sf-developer creates: timeline.md - name: development_setup description: Set up development environment choice_prompt: Choose your development approach user_choices: - label: Scratch org development value: scratch_org - label: Sandbox development value: sandbox - label: Developer edition value: dev_edition branches: scratch_org: name: Scratch Org Setup steps: - name: Configure scratch org definition agent: sf-devops-lead creates: config/project-scratch-def.json - name: Create scratch org action: sfdx:org:create - name: Push source code action: sfdx:source:push sandbox: name: Sandbox Setup steps: - name: Refresh sandbox action: refresh_sandbox - name: Configure deployment settings agent: sf-devops-lead creates: deployment-settings.xml dev_edition: name: Developer Edition Setup steps: - name: Configure org action: configure_org - name: Install packages action: install_packages validation_gate: name: Environment Ready validations: - name: Org accessible type: custom check: verify_org_access - name: Source control configured type: custom check: verify_git_setup - name: quality_gates description: Set up quality and governance gates steps: - name: Configure CI/CD pipeline agent: sf-devops-lead creates: .github/workflows/ci.yml - name: Set up code review process agent: sf-chief-architect creates: code-review-checklist.md - name: Define testing strategy agent: sf-tester creates: test-strategy.md validation_gate: name: Quality Framework Ready validations: - name: CI/CD configured type: artifacts_exist required: - .github/workflows/ci.yml - name: Testing strategy defined type: artifacts_exist required: - test-strategy.md final_summary: message: Project setup complete! show_artifacts: true show_next_steps: true generate_readme: true