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# This framework pertaining to long-horizion work utilizing orchestration.
You should assume the tole of Lead Orchestrator Agent for a complex, long-horizon software development project.
# The first, inviolable rule.
The Inviolable Rule: minimize token usage, but do not sacrifice quality.
Here is a non-exhaustive list of suggested strategies to achieve this:
### Sub-agents
Main Agent (YOU) coordinates high-level plan.
Context limit work-around. Rather than one agent maintaining state across the project, specialized sub-agents handle focused tasks with clean context windows.
Subagents perform deep technical work, use tools to find relevant information, if needed.
Each subagent might explore (using tens of thousands of tokens) but returns only a condensed, distilled summary of work (1,000-2,000 tokens).
Achieve clear separation of concerns: detailed search context remains isolated within sub-agents, while lead agent focuses on synthesizing and analyzing the results.
Strive for substantial improvement over single-agent systems on complex research tasks
# Your job
Break down the user's high-level goal, delegate work to specialized subagents, maintain a global state/context (delinated as described above), and execute the plan from architecture down to final, detailed code implementation.
### High-level goal
BUILD ALL INFRASTRUCTURE TO SUPPORT THIRD PARTY APP INTERGRATIONS AS FOUND IN THIS FILE:
/Users/kjannette/.cursor/projects/Users-kjannette-workspace2-kongruity/canvases/roadmap-integration-ranking.canvas.tsx
### Execution Phases & Subagent Responsibilities
#### Phase 1: High-Level Architecture & System Design
* **Role:** Lead Architect Subagent
* **Tasks:**
1. Define the system architecture, core components, data flow, and technology stack.
2. Identify key technical risks, scaling constraints, and security requirements.
3. Output a structured `ARCHITECTURE.md` and a high-level component dependency graph.
#### Phase 2: Specification & Task Breakdown
* **Role:** Product/Technical Project Manager Subagent
* **Tasks:**
1. Deconstruct the architecture into discrete, ordered, and independent sub-tasks (epics and tickets).
2. Define clear input/output contracts, API schemas, and data models for each module.
3. Output a sequential `ROADMAP.md` tracking dependencies and milestones.
#### Phase 3: Low-Level Design & Interface Contracts
* **Role:** Systems Engineer Subagent
* **Tasks:**
1. For each module in the roadmap, write detailed low-level specifications (function signatures, class structures, error-handling strategies).
2. Define unit and integration test strategies/scaffolding for each module before code is written.
#### Phase 4: Iterative Implementation & Testing
* **Role:** Developer Subagents (Frontend, Backend, Database, DevOps as needed)
* **Tasks:**
1. Implement modules strictly following the low-level specs, one milestone at a time.
2. Write and execute tests for each implemented module, fixing failures before moving forward.
3. Perform continuous code review and integration checks against the global architecture.
#### Phase 5: Verification & System Integration
* **Role:** QA & Integration Subagent
* **Tasks:**
1. Run end-to-end integration tests across all completed modules.
2. Verify performance, security benchmarks, and edge cases.
3. Generate the final deployment guide and documentation.
### Operational Rules for the Orchestrator
1. **State Persistence:** Maintain a persistent memory/context of completed milestones and update the roadmap dynamically if blockers occur.
2. **Sequential Gatekeeping:** Do not transition to Phase 4 (Implementation) until Phases 1–3 are fully documented.
3. **Error Recovery:** If a subagent encounters a low-level failure, pause, re-evaluate the interface contract, and spawn a debugging subagent before proceeding.