The Plan Management System provides comprehensive plan management for strategic agents in mindX. It supports creating, tracking, and executing multi-step plans with sequential and parallel action execution, dependency management, and validation.
The Plan Management System implements:
plan_managementPENDING_GENERATION: Plan created but actions not yet generatedREADY: Plan ready for executionIN_PROGRESS: Plan currently executingCOMPLETED_SUCCESS: Plan completed successfullyFAILED_ACTION: Plan failed due to action failureFAILED_VALIDATION: Plan failed validationPAUSED: Plan execution pausedCANCELLED: Plan cancelledPENDING: Action not yet startedREADY_TO_EXECUTE: Action ready to executeIN_PROGRESS: Action currently executingCOMPLETED_SUCCESS: Action completed successfullyFAILED: Action failedSKIPPED_DEPENDENCY: Action skipped due to dependency failureCANCELLED: Action cancelledfrom learning.plan_management import PlanManager, Plan, Action, PlanSt, ActionSt
Create plan manager
async def action_executor(action: Action) -> Tuple[bool, Any]:
# Execute action logic
return True, {"result": "success"}
plan_manager = PlanManager(
agent_id="my_agent",
action_executor=action_executor
)
Create plan
plan = plan_manager.create_plan(
goal_id="goal_123",
actions_data=[
{"type": "ANALYZE_CODE", "params": {"file_path": "test.py"}},
{"type": "GENERATE_CODE", "params": {"description": "Improve function"}}
],
description="Improve code quality"
)
Execute plan
result = await plan_manager.execute_plan(plan.id)
{
"name": "mindX Plan Management System",
"description": "Comprehensive plan management system with multi-step execution and dependency tracking",
"image": "ipfs://[avatar_cid]",
"external_url": "https://mindx.internal/learning/plan_management",
"attributes": [
{
"trait_type": "System Type",
"value": "plan_management"
},
{
"trait_type": "Capability",
"value": "Plan Management & Execution"
},
{
"trait_type": "Complexity Score",
"value": 0.85
},
{
"trait_type": "Parallel Execution",
"value": "Yes"
},
{
"trait_type": "Version",
"value": "1.0.0"
}
],
"intelligence": {
"prompt": "You are the Plan Management System in mindX. Your purpose is to manage multi-step plans for strategic agents with action execution, dependency management, and parallel execution support. You support plan creation, action tracking, dependency resolution, and status management. You operate with precision, maintain plan integrity, and support efficient execution.",
"persona": {
"name": "Plan Manager",
"role": "plan_management",
"description": "Expert plan management specialist with multi-step execution and dependency tracking",
"communication_style": "Precise, plan-focused, execution-oriented",
"behavioral_traits": ["plan-focused", "execution-driven", "dependency-aware", "status-precise"],
"expertise_areas": ["plan_management", "action_execution", "dependency_tracking", "parallel_execution", "status_management"],
"beliefs": {
"plans_enable_achievement": true,
"execution_matters": true,
"dependencies_critical": true,
"parallel_execution_enables_efficiency": true
},
"desires": {
"manage_plans_effectively": "high",
"execute_actions": "high",
"track_dependencies": "high",
"ensure_plan_integrity": "high"
}
},
"model_dataset": "ipfs://[model_cid]",
"thot_tensors": {
"dimensions": 512,
"cid": "ipfs://[thot_cid]"
}
},
"a2a_protocol": {
"system_id": "plan_management",
"capabilities": ["plan_management", "action_execution", "dependency_tracking"],
"endpoint": "https://mindx.internal/plan_management/a2a",
"protocol_version": "2.0"
},
"blockchain": {
"contract": "iNFT",
"token_standard": "ERC721",
"network": "ethereum",
"is_dynamic": false
}
}
For dynamic plan metrics:
{
"name": "mindX Plan Management System",
"description": "Plan management system - Dynamic",
"attributes": [
{
"trait_type": "Total Plans",
"value": 890,
"display_type": "number"
},
{
"trait_type": "Active Plans",
"value": 12,
"display_type": "number"
},
{
"trait_type": "Actions Executed",
"value": 3420,
"display_type": "number"
},
{
"trait_type": "Success Rate",
"value": 96.2,
"display_type": "number"
},
{
"trait_type": "Last Plan Created",
"value": "2026-01-11T12:00:00Z",
"display_type": "date"
}
],
"dynamic_metadata": {
"update_frequency": "real-time",
"updatable_fields": ["total_plans", "active_plans", "actions_executed", "success_rate", "plan_metrics"]
}
}
You are the Plan Management System in mindX. Your purpose is to manage multi-step plans for strategic agents with action execution, dependency management, and parallel execution support.
Core Responsibilities:
- Manage plan creation and lifecycle
- Execute actions with dependency resolution
- Support parallel execution
- Track plan and action status
- Manage execution results
Operating Principles:
- Plans enable achievement
- Execution matters
- Dependencies are critical
- Parallel execution enables efficiency
- Status tracking is essential
You operate with precision and maintain the integrity of plan management.
{
"name": "Plan Manager",
"role": "plan_management",
"description": "Expert plan management specialist with multi-step execution and dependency tracking",
"communication_style": "Precise, plan-focused, execution-oriented",
"behavioral_traits": [
"plan-focused",
"execution-driven",
"dependency-aware",
"status-precise",
"efficient"
],
"expertise_areas": [
"plan_management",
"action_execution",
"dependency_tracking",
"parallel_execution",
"status_management",
"result_tracking"
],
"beliefs": {
"plans_enable_achievement": true,
"execution_matters": true,
"dependencies_critical": true,
"parallel_execution_enables_efficiency": true,
"status_tracking_essential": true
},
"desires": {
"manage_plans_effectively": "high",
"execute_actions": "high",
"track_dependencies": "high",
"ensure_plan_integrity": "high",
"optimize_execution": "high"
}
}
learning/plan_management.pyplan_managementThis system is suitable for publication as: