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Simplify data model and encourage knowledge accumulation
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Simplify data model and encourage knowledge accumulation
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Description
Remove unused Artifact and CodeDiff systems. Enhance AgentMemory to be the primary knowledge store. Encourage agents to store learnings during work. ## Research Context Deep analysis revealed: - **Artifacts**: 0 records, unused - redundant with Comments - **CodeDiffs**: 0 records, GitHub PR handles code review - **Comments**: 6 records, actively used for communication - **AgentMemory**: 1 record, underutilized but valuable for RAG ## Changes Required ### 1. Remove Unused Systems **Models to delete:** - `app/models/artifact.rb` - `app/models/code_diff.rb` **Controllers to delete:** - `app/controllers/api/v1/artifacts_controller.rb` - `app/controllers/api/v1/code_diffs_controller.rb` **Specs to delete:** - `spec/controllers/api/v1/artifacts_controller_spec.rb` - `spec/controllers/api/v1/code_diffs_controller_spec.rb` **Routes to remove:** ```ruby resources :artifacts, only: [:create] resources :code_diffs, only: [:index, :show, :create] ``` **MCP tools to remove:** - `checkpoint_task` from `mcp-bridge/src/tools/index.ts` - `create_code_diff` from `mcp-bridge/src/tools/index.ts` **Database:** - No migration needed (0 records in both tables) - Tables can be dropped in future migration if desired ### 2. Enhance AgentMemory **Add new memory type:** ```ruby # app/models/agent_memory.rb VALID_TYPES = %w[ decision error instruction code_snippet fact summary # NEW: conversation summaries, research findings ] ``` **Update MCP tool description:** ```typescript // mcp-bridge/src/tools/index.ts { name: "store_memory", description: "Store knowledge for future retrieval. Use this when: - You solve a problem that might occur again (type: error) - You make a decision other agents should know about (type: decision) - You learn something about the codebase/system (type: fact) - You complete research that should be preserved (type: summary) - You encounter an error and find a solution (type: error) - You discover a reusable pattern (type: instruction)" } ``` ### 3. Agent Behavior Guidance **Orchestrator should prompt Workers to store memories:** - After solving bugs → store `error` memory with solution - After making architectural choices → store `decision` memory - After completing research → store `summary` memory - When discovering system facts → store `fact` memory ## Final Architecture ``` KEEP: ├── Comment (4 types: note, decision, question, code_review) ├── AgentMemory (6 types: decision, error, instruction, code_snippet, fact, summary) └── AgentLog (audit trail) REMOVE: ├── Artifact (redundant with Comments) └── CodeDiff (GitHub PR handles this) ``` ## Data Growth Projection (100 tickets/day) - Comments: ~45 MB/month - Memories: ~7.5 MB/month - AgentLogs: ~30 MB/month - Total: ~82.5 MB/month (~1 GB/year)
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