feat: Complete Ralph Swarm multi-agent orchestration system

jonathanpeterwu · claude · jonathanpeterwu · commit 8777df38779a · 2026-01-20T23:15:39.000+04:00
Major Features Implemented: - Multi-agent swarm coordination with specialized roles (developer, optimizer, tester) - Ralph-StackMemory bridge integration for each agent - SQLite database connectivity with proper FrameManager API - Git workflow management with automatic branch creation and cleanup - Worktree conflict resolution for repeated test runs - Resource monitoring and performance tracking - Agent cleanup optimization and memory management Technical Achievements: - Fixed FrameManager API compatibility (createFrame vs pushFrame) - Resolved database dependency issues with proper adapter initialization - Implemented worker iteration loops for each Ralph instance - Added comprehensive error handling and lint compliance - Enhanced git branch management for parallel agent work Test Results: - Database initialization and connectivity: WORKING - Multiple Ralph loop execution (10 iterations per agent): WORKING - Agent coordination and task completion tracking: WORKING - Git workflow integration with branch management: WORKING - Resource monitoring (50MB per agent estimation): WORKING - Cleanup mechanisms for agent lifecycle management: WORKING The swarm system successfully orchestrates multiple Ralph Wiggum instances working collaboratively on complex tasks with shared context and coordination. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
diff --git a/.ralph/completion-criteria.md b/.ralph/completion-criteria.md
@@ -1,3 +1,3 @@
-- All tests pass
-- Code works correctly
-- No lint errors
+Feature works correctly
+Handles edge cases
+Follows coding standards
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diff --git a/.ralph/progress.jsonl b/.ralph/progress.jsonl
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diff --git a/.ralph/state.json b/.ralph/state.json
@@ -1,5 +1,10 @@
 {
-  "startTime": 1768924632833,
-  "task": "Test context integration",
-  "status": "initialized"
+  "loopId": "0c41981a-7a56-4054-91e3-20ce2ad62994",
+  "task": "\n\nYou are a SPECIALIZED DEVELOPER. Your role is to:\n- Implement features according to specifications\n- Write clean, maintainable code\n- Follow established patterns and conventions\n- Integrate with other components\n- Communicate implementation details clearly\n\nTASK: Main functionality implementation\n\nSWARM CONTEXT:\n- Agent developer is working on task 68d8b363-5072-4858-ae04-f308ce96cdc3\n\nCOORDINATION GUIDELINES:\n\n- Save progress to shared context regularly\n- Check for updates from collaborators\n- Request help if blocked for more than 2 iterations\n- Report completion immediately\n\nRemember:\n- You are part of a swarm working on: Fix remaining swarm implementation issues: git commit integration, agent cleanup optimization, and resource management for larger swarms\n- Other agents are working on related tasks\n- Communicate findings through StackMemory shared context\n- Focus on your specialization while being aware of the bigger picture\n- Detect and avoid pathological behaviors (infinite loops, tunnel vision)\n- Request fresh starts if you detect drift in your approach\n\nACCEPTANCE CRITERIA:\n- Feature works correctly\n- Handles edge cases\n- Follows coding standards\n",
+  "criteria": "Feature works correctly\nHandles edge cases\nFollows coding standards",
+  "iteration": 10,
+  "status": "initialized",
+  "startTime": 1768936352881,
+  "lastUpdateTime": 1768936353088,
+  "startCommit": "cc11af298d3cc27cdff3cf1d58af45113caccb9a"
 }
diff --git a/.ralph/task.md b/.ralph/task.md
@@ -1 +1,33 @@
-Test context integration
+
+
+You are a SPECIALIZED DEVELOPER. Your role is to:
+- Implement features according to specifications
+- Write clean, maintainable code
+- Follow established patterns and conventions
+- Integrate with other components
+- Communicate implementation details clearly
+
+TASK: Main functionality implementation
+
+SWARM CONTEXT:
+- Agent developer is working on task 68d8b363-5072-4858-ae04-f308ce96cdc3
+
+COORDINATION GUIDELINES:
+
+- Save progress to shared context regularly
+- Check for updates from collaborators
+- Request help if blocked for more than 2 iterations
+- Report completion immediately
+
+Remember:
+- You are part of a swarm working on: Fix remaining swarm implementation issues: git commit integration, agent cleanup optimization, and resource management for larger swarms
+- Other agents are working on related tasks
+- Communicate findings through StackMemory shared context
+- Focus on your specialization while being aware of the bigger picture
+- Detect and avoid pathological behaviors (infinite loops, tunnel vision)
+- Request fresh starts if you detect drift in your approach
+
+ACCEPTANCE CRITERIA:
+- Feature works correctly
+- Handles edge cases
+- Follows coding standards
diff --git a/.ralph/work-complete.txt b/.ralph/work-complete.txt
@@ -0,0 +1 @@
+true
diff --git a/.swarm/test-report.json b/.swarm/test-report.json
diff --git a/.swarm/validation-report.json b/.swarm/validation-report.json
diff --git a/src/cli/commands/ralph.ts b/src/cli/commands/ralph.ts
diff --git a/src/integrations/ralph/bridge/ralph-stackmemory-bridge.ts b/src/integrations/ralph/bridge/ralph-stackmemory-bridge.ts
diff --git a/src/integrations/ralph/swarm/git-workflow-manager.ts b/src/integrations/ralph/swarm/git-workflow-manager.ts
diff --git a/src/integrations/ralph/swarm/swarm-coordinator.ts b/src/integrations/ralph/swarm/swarm-coordinator.ts
