d5a479ed12
- Add stage4_marketplace_economics to depends_on (AI operations need GPU listings from marketplace) - Make ai_training_agent operation optional (gpu_listing may not exist) - Add resource_depends field to training_schema.json for cross-stage resource dependencies - Add ai_jobs check after ai_submit to verify job appears in listing - Add finetune_status polling after finetune_submit for job monitoring
337 lines
11 KiB
JSON
337 lines
11 KiB
JSON
{
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"$schema": "http://json-schema.org/draft-07/schema#",
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"title": "Agent Training Data Schema",
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"description": "Schema for OpenClaw agent training data on AITBC operations",
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"type": "object",
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"required": ["stage", "agent_type", "training_data", "validation"],
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"properties": {
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"stage": {
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"type": "string",
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"description": "Training stage identifier",
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"enum": [
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"stage1_foundation",
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"stage2_operations_mastery",
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"stage3_ai_operations",
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"stage4_marketplace_economics",
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"stage5_expert_operations",
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"stage6_agent_identity_sdk",
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"stage7_cross_node_training",
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"stage8_advanced_agent_specialization",
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"stage9_multi_chain_architecture"
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]
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},
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"agent_type": {
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"type": "string",
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"description": "Type of agent being trained",
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"enum": ["coordinator", "genesis", "follower", "wallet", "general"]
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},
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"scenarios": {
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"type": "array",
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"description": "Scenarios covered by this training stage",
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"items": {
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"type": "string"
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}
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},
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"depends_on": {
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"type": "array",
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"description": "Stage dependencies - stages that must be completed before this stage. The training system should verify that prerequisite stages have been mastered (passing score met) before allowing a dependent stage to begin.",
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"items": {"type": "string"}
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},
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"resource_depends": {
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"type": "array",
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"description": "Resource dependencies - specific resources or conditions that must exist before this stage can begin. Examples: GPU listings on marketplace, specific wallet balances, registered agents.",
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"items": {
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"type": "object",
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"properties": {
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"resource": {"type": "string", "description": "Resource type (e.g., gpu_listing, wallet_balance, agent)"},
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"condition": {"type": "string", "description": "Required condition (e.g., >0, exists, active)"},
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"stage": {"type": "string", "description": "Stage that provides this resource (optional, for cross-stage dependencies)"}
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}
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}
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},
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"difficulty": {
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"type": "string",
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"description": "Difficulty level of this training stage",
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"enum": ["beginner", "intermediate", "advanced", "expert"]
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},
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"estimated_time_minutes": {
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"type": "number",
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"description": "Estimated time to complete this stage in minutes"
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},
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"skills": {
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"type": "array",
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"description": "Skills taught in this stage",
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"items": {"type": "string"}
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},
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"skill_level": {
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"type": "string",
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"description": "Skill level achieved after completing this stage",
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"enum": ["novice", "apprentice", "practitioner", "expert", "master"]
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},
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"objectives": {
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"type": "array",
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"description": "Learning objectives for this stage",
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"items": {"type": "string"}
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},
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"training_data": {
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"type": "object",
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"required": ["operations"],
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"properties": {
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"prerequisites": {
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"type": "object",
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"description": "Environment setup prerequisites for this training stage",
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"properties": {
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"description": {
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"type": "string",
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"description": "Description of required environment setup"
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},
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"setup_method": {
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"type": "string",
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"description": "Path to setup script for this stage"
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},
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"requirements": {
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"type": "array",
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"items": {"type": "string"},
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"description": "List of required environment conditions"
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}
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}
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},
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"operations": {
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"type": "array",
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"items": {
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"type": "object",
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"required": ["operation", "parameters", "expected_result", "success_criteria"],
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"properties": {
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"operation": {
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"type": "string",
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"description": "AITBC operation name"
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},
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"parameters": {
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"type": "object",
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"description": "Operation parameters"
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},
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"expected_result": {
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"type": "object",
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"description": "Expected operation result"
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},
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"success_criteria": {
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"type": "object",
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"description": "Criteria for operation success",
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"properties": {
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"status": {
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"type": "string",
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"enum": ["success", "error"]
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},
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"response_fields": {
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"type": "array",
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"items": {"type": "string"},
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"description": "Required fields in response"
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},
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"performance": {
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"type": "object",
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"properties": {
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"max_duration_ms": {"type": "number"},
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"min_success_rate": {"type": "number"},
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"max_memory_mb": {"type": "number"}
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}
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}
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}
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},
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"idempotent": {
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"type": "boolean",
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"description": "Whether operation can be safely retried",
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"default": false
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},
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"check_exists": {
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"type": "string",
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"description": "Operation to check if resource already exists"
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},
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"verify_on_chain": {
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"type": "boolean",
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"description": "Whether to verify transaction on-chain",
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"default": false
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},
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"confirmations_required": {
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"type": "number",
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"description": "Number of block confirmations required"
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},
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"timeout_seconds": {
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"type": "number",
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"description": "Timeout for on-chain verification"
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},
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"retry": {
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"type": "object",
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"properties": {
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"max_attempts": {"type": "number"},
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"backoff_seconds": {"type": "number"},
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"retryable_errors": {
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"type": "array",
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"items": {"type": "string"}
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}
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}
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},
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"examples": {
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"type": "array",
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"items": {
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"type": "object",
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"properties": {
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"command": {"type": "string"},
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"description": {"type": "string"}
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}
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}
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},
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"errors": {
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"type": "array",
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"items": {
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"type": "object",
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"properties": {
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"error": {"type": "string"},
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"message": {"type": "string"},
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"resolution": {"type": "string"}
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}
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}
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},
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"verify": {
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"type": "object",
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"properties": {
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"command": {"type": "string"},
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"expected_pattern": {"type": "string"}
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}
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},
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"resources": {
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"type": "array",
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"items": {
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"type": "object",
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"properties": {
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"type": {"type": "string"},
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"url": {"type": "string"}
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}
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}
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}
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}
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}
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}
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}
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},
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"validation": {
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"type": "object",
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"required": ["exam_tests", "passing_score"],
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"properties": {
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"exam_tests": {
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"type": "array",
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"items": {
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"type": "object",
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"required": ["test_name", "operation", "test_case", "expected_output"],
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"properties": {
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"test_name": {
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"type": "string",
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"description": "Test name"
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},
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"operation": {
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"type": "string",
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"description": "Operation to test"
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},
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"test_case": {
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"type": "object",
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"description": "Test input parameters"
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},
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"expected_output": {
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"type": "object",
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"description": "Expected test output"
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},
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"weight": {
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"type": "number",
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"description": "Test weight for scoring",
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"default": 1
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}
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}
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}
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},
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"integration_tests": {
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"type": "array",
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"items": {
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"type": "object",
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"properties": {
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"name": {
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"type": "string",
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"description": "Integration test name"
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},
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"operations": {
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"type": "array",
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"items": {"type": "string"},
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"description": "Operations to execute in sequence"
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},
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"cleanup": {
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"type": "boolean",
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"description": "Whether to cleanup after test",
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"default": true
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}
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}
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}
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},
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"coverage_target": {
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"type": "number",
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"description": "Target test coverage percentage",
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"minimum": 0,
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"maximum": 100
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},
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"coverage_report": {
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"type": "boolean",
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"description": "Whether to generate coverage report",
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"default": false
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},
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"passing_score": {
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"type": "number",
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"description": "Minimum score percentage to pass",
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"minimum": 0,
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"maximum": 100,
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"default": 80
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}
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}
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},
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"mock_data": {
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"type": "object",
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"description": "Mock data for testing",
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"properties": {
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"wallets": {
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"type": "array",
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"items": {"type": "string"},
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"description": "Mock wallet names"
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},
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"addresses": {
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"type": "array",
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"items": {"type": "string"},
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"description": "Mock wallet addresses"
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},
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"transactions": {
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"type": "array",
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"items": {"type": "string"},
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"description": "Mock transaction IDs"
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}
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}
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},
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"certifications": {
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"type": "array",
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"description": "Certifications that can be earned by completing this stage",
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"items": {
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"type": "object",
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"properties": {
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"name": {
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"type": "string",
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"description": "Certification name"
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},
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"required_stages": {
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"type": "array",
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"items": {"type": "string"},
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"description": "Stages required for this certification"
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},
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"exam_score": {
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"type": "number",
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"description": "Minimum exam score required"
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}
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}
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}
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}
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}
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}
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