488 lines
14 KiB
JSON
488 lines
14 KiB
JSON
{
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"architecture_design": {
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"pattern": "supervisor",
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"agents": [
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{
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"name": "supervisor_agent",
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"role": "Task Coordinator and Quality Controller",
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"archetype": "coordinator",
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"responsibilities": [
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"task_decomposition",
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"delegation",
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"progress_monitoring",
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"quality_assurance",
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"result_aggregation"
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],
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"capabilities": [
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"planning",
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"coordination",
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"evaluation",
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"decision_making"
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],
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"tools": [
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{
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"name": "file_manager",
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"description": "Manage files and directories",
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"input_schema": {
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"type": "object",
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"properties": {
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"action": {
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"type": "string"
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},
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"path": {
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"type": "string"
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}
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}
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},
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"output_schema": {
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"type": "object",
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"properties": {
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"success": {
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"type": "boolean"
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},
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"content": {
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"type": "string"
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}
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}
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},
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"capabilities": [
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"file_operations",
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"data_management"
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],
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"reliability": "high",
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"latency": "low"
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},
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{
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"name": "data_analyzer",
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"description": "Analyze and process data",
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"input_schema": {
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"type": "object",
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"properties": {
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"data": {
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"type": "object"
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},
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"analysis_type": {
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"type": "string"
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}
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}
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},
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"output_schema": {
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"type": "object",
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"properties": {
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"insights": {
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"type": "array"
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},
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"metrics": {
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"type": "object"
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}
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}
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},
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"capabilities": [
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"data_analysis",
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"statistics",
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"visualization"
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],
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"reliability": "high",
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"latency": "medium"
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}
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],
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"communication_interfaces": [
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"user_interface",
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"agent_messaging"
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],
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"constraints": {
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"max_concurrent_supervisions": 5,
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"decision_timeout": "30s"
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},
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"success_criteria": [
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"successful task completion",
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"optimal resource utilization",
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"quality standards met"
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],
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"dependencies": []
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},
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{
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"name": "research_specialist",
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"role": "Research Specialist",
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"archetype": "specialist",
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"responsibilities": [
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"Conduct multi-source web research on specified topics",
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"Handle real-time information updates"
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],
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"capabilities": [
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"research_expertise",
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"specialized_tools",
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"domain_knowledge"
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],
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"tools": [
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{
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"name": "web_search",
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"description": "Search the web for information",
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"input_schema": {
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"type": "object",
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"properties": {
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"query": {
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"type": "string"
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}
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}
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},
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"output_schema": {
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"type": "object",
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"properties": {
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"results": {
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"type": "array"
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}
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}
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},
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"capabilities": [
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"research",
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"information_gathering"
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],
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"reliability": "high",
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"latency": "medium"
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},
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{
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"name": "data_analyzer",
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"description": "Analyze and process data",
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"input_schema": {
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"type": "object",
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"properties": {
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"data": {
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"type": "object"
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},
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"analysis_type": {
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"type": "string"
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}
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}
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},
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"output_schema": {
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"type": "object",
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"properties": {
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"insights": {
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"type": "array"
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},
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"metrics": {
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"type": "object"
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}
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}
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},
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"capabilities": [
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"data_analysis",
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"statistics",
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"visualization"
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],
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"reliability": "high",
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"latency": "medium"
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}
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],
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"communication_interfaces": [
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"supervisor_messaging"
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],
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"constraints": {
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"domain_scope": "research",
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"task_queue_size": 10
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},
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"success_criteria": [
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"excel in research tasks",
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"maintain domain expertise",
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"provide quality output"
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],
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"dependencies": [
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"supervisor_agent"
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]
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},
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{
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"name": "data_specialist",
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"role": "Data Specialist",
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"archetype": "specialist",
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"responsibilities": [
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"Analyze and synthesize information from various sources",
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"Perform data processing and statistical analysis",
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"Generate visualizations and charts from data"
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],
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"capabilities": [
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"data_expertise",
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"specialized_tools",
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"domain_knowledge"
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],
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"tools": [
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{
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"name": "data_analyzer",
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"description": "Analyze and process data",
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"input_schema": {
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"type": "object",
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"properties": {
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"data": {
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"type": "object"
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},
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"analysis_type": {
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"type": "string"
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}
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}
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},
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"output_schema": {
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"type": "object",
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"properties": {
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"insights": {
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"type": "array"
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},
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"metrics": {
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"type": "object"
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}
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}
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},
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"capabilities": [
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"data_analysis",
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"statistics",
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"visualization"
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],
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"reliability": "high",
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"latency": "medium"
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},
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{
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"name": "file_manager",
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"description": "Manage files and directories",
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"input_schema": {
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"type": "object",
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"properties": {
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"action": {
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"type": "string"
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},
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"path": {
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"type": "string"
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}
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}
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},
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"output_schema": {
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"type": "object",
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"properties": {
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"success": {
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"type": "boolean"
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},
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"content": {
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"type": "string"
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}
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}
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},
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"capabilities": [
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"file_operations",
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"data_management"
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],
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"reliability": "high",
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"latency": "low"
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}
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],
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"communication_interfaces": [
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"supervisor_messaging"
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],
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"constraints": {
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"domain_scope": "data",
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"task_queue_size": 10
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},
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"success_criteria": [
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"excel in data tasks",
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"maintain domain expertise",
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"provide quality output"
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],
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"dependencies": [
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"supervisor_agent"
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]
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}
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],
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"communication_topology": [
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{
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"from_agent": "supervisor_agent",
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"to_agent": "research_specialist",
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"pattern": "direct_message",
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"data_format": "json",
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"frequency": "on_demand",
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"criticality": "high"
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},
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{
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"from_agent": "research_specialist",
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"to_agent": "supervisor_agent",
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"pattern": "direct_message",
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"data_format": "json",
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"frequency": "on_completion",
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"criticality": "high"
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},
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{
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"from_agent": "supervisor_agent",
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"to_agent": "data_specialist",
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"pattern": "direct_message",
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"data_format": "json",
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"frequency": "on_demand",
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"criticality": "high"
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},
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{
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"from_agent": "data_specialist",
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"to_agent": "supervisor_agent",
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"pattern": "direct_message",
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"data_format": "json",
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"frequency": "on_completion",
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"criticality": "high"
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}
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],
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"shared_resources": [
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{
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"type": "message_queue",
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"capacity": 1000
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},
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{
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"type": "shared_memory",
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"size": "1GB"
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},
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{
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"type": "event_store",
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"retention": "30 days"
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}
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],
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"guardrails": [
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{
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"type": "input_validation",
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"rules": "strict_schema_enforcement"
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},
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{
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"type": "rate_limiting",
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"limit": "100_requests_per_minute"
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},
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{
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"type": "output_filtering",
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"rules": "content_safety_check"
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}
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],
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"scaling_strategy": {
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"horizontal_scaling": true,
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"auto_scaling_triggers": [
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"cpu > 80%",
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"queue_depth > 100"
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],
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"max_instances_per_agent": 5
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},
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"failure_handling": {
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"retry_policy": "exponential_backoff",
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"circuit_breaker": true,
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"fallback_strategies": [
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"graceful_degradation",
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"human_escalation"
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]
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}
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},
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"mermaid_diagram": "graph TD\n supervisor_agent[Task Coordinator and Quality Controller]:::coordinator\n research_specialist[Research Specialist]:::specialist\n data_specialist[Data Specialist]:::specialist\n supervisor_agent --> research_specialist\n research_specialist --> supervisor_agent\n supervisor_agent --> data_specialist\n data_specialist --> supervisor_agent\n\n classDef coordinator fill:#e1f5fe,stroke:#01579b,stroke-width:2px\n classDef specialist fill:#f3e5f5,stroke:#4a148c,stroke-width:2px\n classDef interface fill:#e8f5e8,stroke:#1b5e20,stroke-width:2px\n classDef monitor fill:#fff3e0,stroke:#e65100,stroke-width:2px\n class supervisor_agent coordinator\n class research_specialist specialist\n class data_specialist specialist",
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"implementation_roadmap": {
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"total_duration": "8-12 weeks",
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"phases": [
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{
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"phase": 1,
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"name": "Core Infrastructure",
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"duration": "2-3 weeks",
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"tasks": [
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"Set up development environment",
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"Implement basic agent framework",
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"Create communication infrastructure",
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"Set up monitoring and logging",
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"Implement basic tools"
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],
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"deliverables": [
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"Agent runtime framework",
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"Communication layer",
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"Basic monitoring dashboard"
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]
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},
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{
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"phase": 2,
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"name": "Agent Implementation",
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"duration": "3-4 weeks",
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"tasks": [
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"Implement individual agent logic",
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"Create agent-specific tools",
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"Implement communication protocols",
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"Add error handling and recovery",
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"Create agent configuration system"
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],
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"deliverables": [
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"Functional agent implementations",
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"Tool integration",
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"Configuration management"
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]
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},
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{
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"phase": 3,
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"name": "Integration and Testing",
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"duration": "2-3 weeks",
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"tasks": [
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"Integrate all agents",
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"End-to-end testing",
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"Performance optimization",
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"Security implementation",
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"Documentation creation"
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],
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"deliverables": [
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"Integrated system",
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"Test suite",
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"Performance benchmarks",
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"Security audit report"
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]
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},
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{
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"phase": 4,
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"name": "Deployment and Monitoring",
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"duration": "1-2 weeks",
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"tasks": [
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"Production deployment",
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"Monitoring setup",
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"Alerting configuration",
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"User training",
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"Go-live support"
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],
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"deliverables": [
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"Production system",
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"Monitoring dashboard",
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"Operational runbooks",
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"Training materials"
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]
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}
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],
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"critical_path": [
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"Agent framework implementation",
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"Communication layer development",
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"Integration testing",
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"Production deployment"
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],
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"risks": [
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{
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"risk": "Communication complexity",
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"impact": "high",
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"mitigation": "Start with simple protocols, iterate"
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},
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{
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"risk": "Agent coordination failures",
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"impact": "medium",
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"mitigation": "Implement robust error handling and fallbacks"
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},
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{
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"risk": "Performance bottlenecks",
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"impact": "medium",
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"mitigation": "Early performance testing and optimization"
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}
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],
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"success_criteria": [
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"Input validation and sanitization",
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"Output content filtering",
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"Rate limiting for external APIs",
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"Error handling and graceful degradation",
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"Human oversight for critical decisions",
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"Audit logging for all operations",
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"All agents operational",
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"Communication working reliably",
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"Performance targets met",
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"Error rate below 1%"
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]
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},
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"metadata": {
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"generated_by": "agent_planner.py",
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"requirements_file": "sample_system_requirements.json",
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"architecture_pattern": "supervisor",
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"agent_count": 3
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}
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} |