claude-flow-novice
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Claude Flow Novice - Advanced orchestration platform for multi-agent AI workflows with CFN Loop architecture Includes CodeSearch (hybrid SQLite + pgvector), mem0/memgraph specialists, and all CFN skills.
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JSON
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "api-layer/prompt-builder-integration/v1.0.0",
"title": "Agent Prompt Builder Integration Schema",
"description": "Schema for agent prompt builder skill integration (Integration Point 5.2)",
"type": "object",
"required": ["integration_id", "agent_type", "skill_ids", "timestamp"],
"properties": {
"integration_id": {
"type": "string",
"description": "Unique identifier for integration",
"pattern": "^prompt-int-[a-z0-9-]+$"
},
"agent_type": {
"type": "string",
"description": "Type of agent",
"pattern": "^[a-z-]+$"
},
"skill_ids": {
"type": "array",
"description": "Skills to load for this agent",
"items": {
"type": "string",
"pattern": "^[a-z0-9-]+$"
},
"minItems": 0,
"maxItems": 50
},
"timestamp": {
"type": "string",
"format": "date-time",
"description": "Integration timestamp"
},
"skill_loading": {
"type": "object",
"description": "Skill loading configuration",
"properties": {
"loading_strategy": {
"type": "string",
"enum": ["lazy", "eager", "on_demand"],
"default": "lazy"
},
"cache_enabled": {
"type": "boolean",
"default": true
},
"load_latency_ms": {
"type": "integer",
"description": "Time to load skills",
"minimum": 0
}
}
},
"context_injection": {
"type": "object",
"description": "Context injection configuration",
"required": ["method"],
"properties": {
"method": {
"type": "string",
"enum": ["prepend", "append", "merge"],
"default": "prepend"
},
"skills_injected": {
"type": "array",
"items": {
"type": "object",
"properties": {
"skill_id": {
"type": "string"
},
"injection_position": {
"type": "string",
"enum": ["system", "user", "assistant"]
},
"content_length": {
"type": "integer",
"minimum": 0
}
}
}
},
"total_context_length": {
"type": "integer",
"description": "Total length of injected context"
}
}
},
"performance": {
"type": "object",
"description": "Performance metrics",
"properties": {
"baseline_ms": {
"type": "integer",
"description": "Performance baseline (target <100ms)",
"maximum": 100
},
"actual_ms": {
"type": "integer",
"description": "Actual loading time"
},
"baseline_met": {
"type": "boolean"
}
}
},
"error_handling": {
"type": "object",
"description": "Error handling configuration",
"properties": {
"missing_skill_behavior": {
"type": "string",
"enum": ["error", "warn", "skip"],
"default": "warn"
},
"load_failure_behavior": {
"type": "string",
"enum": ["retry", "skip", "abort"],
"default": "retry"
}
}
}
},
"additionalProperties": false,
"examples": [
{
"integration_id": "prompt-int-backend-001",
"agent_type": "backend-developer",
"skill_ids": [
"cfn-coordination",
"database-query-optimization",
"api-design"
],
"timestamp": "2025-11-17T10:30:00Z",
"skill_loading": {
"loading_strategy": "lazy",
"cache_enabled": true,
"load_latency_ms": 45
},
"context_injection": {
"method": "prepend",
"skills_injected": [
{
"skill_id": "cfn-coordination",
"injection_position": "system",
"content_length": 2048
},
{
"skill_id": "database-query-optimization",
"injection_position": "system",
"content_length": 1536
}
],
"total_context_length": 3584
},
"performance": {
"baseline_ms": 100,
"actual_ms": 45,
"baseline_met": true
},
"error_handling": {
"missing_skill_behavior": "warn",
"load_failure_behavior": "retry"
}
}
]
}