| { |
| "$schema": "https://json-schema.org/draft/2020-12/schema", |
| "$id": "https://loop-engineering.org/schema/loopnet-record-v1.json", |
| "title": "LoopNet Record v1", |
| "description": "Canonical schema for LoopNet dataset records: loop designs, trajectories, outcomes, and LES scores. Pins lss@1.0.0 and les@1.0.0 from 01-loop-engineering-core.", |
| "type": "object", |
| "additionalProperties": false, |
| "required": [ |
| "record_id", |
| "schema_version", |
| "spec_pins", |
| "created_at", |
| "source", |
| "split", |
| "patterns", |
| "loop_name", |
| "objective", |
| "outcome", |
| "termination_reason", |
| "trajectory", |
| "les_observed", |
| "metadata" |
| ], |
| "properties": { |
| "record_id": { |
| "type": "string", |
| "pattern": "^ln-[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$", |
| "description": "Stable LoopNet record identifier." |
| }, |
| "schema_version": { |
| "type": "string", |
| "const": "ln/record-v1" |
| }, |
| "spec_pins": { |
| "type": "object", |
| "additionalProperties": false, |
| "required": ["lss", "les"], |
| "properties": { |
| "lss": { "type": "string", "const": "lss@1.0.0" }, |
| "les": { "type": "string", "const": "les@1.0.0" } |
| } |
| }, |
| "created_at": { |
| "type": "string", |
| "format": "date-time" |
| }, |
| "source": { |
| "type": "string", |
| "enum": ["synthetic", "case_study", "production_redacted", "community"] |
| }, |
| "split": { |
| "type": "string", |
| "enum": ["train", "val", "test"] |
| }, |
| "patterns": { |
| "type": "array", |
| "minItems": 1, |
| "items": { "$ref": "#/$defs/PatternSlug" }, |
| "uniqueItems": true |
| }, |
| "loop_name": { |
| "type": "string", |
| "pattern": "^[a-z][a-z0-9-]*$", |
| "minLength": 3, |
| "maxLength": 64 |
| }, |
| "objective": { |
| "type": "string", |
| "minLength": 10 |
| }, |
| "loop_spec": { |
| "type": "object", |
| "description": "Optional LSS design snapshot (workers, evaluators, termination, cost_limits).", |
| "additionalProperties": true |
| }, |
| "outcome": { |
| "type": "string", |
| "enum": ["success", "failure", "partial"] |
| }, |
| "termination_reason": { |
| "$ref": "#/$defs/TerminationReason" |
| }, |
| "failure_modes": { |
| "type": "array", |
| "items": { "$ref": "#/$defs/FailureModeSlug" }, |
| "uniqueItems": true |
| }, |
| "failure_mode": { |
| "$ref": "#/$defs/FailureModeSlug", |
| "description": "Primary failure label for supervised learning tasks." |
| }, |
| "trajectory": { |
| "type": "array", |
| "minItems": 1, |
| "maxItems": 50, |
| "items": { "$ref": "#/$defs/Iteration" } |
| }, |
| "les_observed": { "$ref": "#/$defs/LesScore" }, |
| "les_predicted": { "$ref": "#/$defs/LesScore" }, |
| "metadata": { "$ref": "#/$defs/Metadata" }, |
| "redaction": { |
| "type": "object", |
| "additionalProperties": false, |
| "properties": { |
| "level": { |
| "type": "string", |
| "enum": ["none", "basic", "full"] |
| }, |
| "fields_removed": { |
| "type": "array", |
| "items": { "type": "string" } |
| } |
| } |
| }, |
| "contributor": { |
| "type": "object", |
| "additionalProperties": false, |
| "properties": { |
| "handle": { "type": "string", "minLength": 1 }, |
| "consent_id": { "type": "string", "minLength": 1 } |
| } |
| } |
| }, |
| "allOf": [ |
| { |
| "if": { |
| "properties": { "outcome": { "const": "failure" } }, |
| "required": ["outcome"] |
| }, |
| "then": { |
| "required": ["failure_modes", "failure_mode"] |
| } |
| }, |
| { |
| "if": { |
| "properties": { "outcome": { "const": "partial" } }, |
| "required": ["outcome"] |
| }, |
| "then": { |
| "required": ["failure_modes"] |
| } |
| } |
| ], |
| "$defs": { |
| "PatternSlug": { |
| "type": "string", |
| "enum": [ |
| "reflection-loop", |
| "critique-loop", |
| "planning-loop", |
| "verification-loop", |
| "research-loop", |
| "simulation-loop", |
| "debate-loop", |
| "exploration-loop", |
| "optimization-loop", |
| "memory-augmented-loop", |
| "human-in-the-loop", |
| "safety-constrained-loop", |
| "multi-agent-coordination", |
| "recursive-improvement-loop" |
| ] |
| }, |
| "FailureModeSlug": { |
| "type": "string", |
| "enum": [ |
| "fail.open_loop", |
| "fail.self_grade", |
| "fail.evaluator_drift", |
| "fail.tau_omission", |
| "fail.false_pass", |
| "fail.false_fail", |
| "fail.oscillation", |
| "fail.resource_bleed", |
| "fail.state_corruption", |
| "fail.orchestration_deadlock", |
| "fail.meta_instability", |
| "fail.safety_bypass" |
| ] |
| }, |
| "TerminationReason": { |
| "type": "string", |
| "enum": [ |
| "goal_met", |
| "budget_exhausted", |
| "human_stop", |
| "error", |
| "stall", |
| "safety_violation", |
| "timeout", |
| "max_iterations", |
| "cost_exceeded", |
| "evaluator_error" |
| ] |
| }, |
| "LesCategory": { |
| "type": "string", |
| "enum": [ |
| "effectiveness", |
| "speed", |
| "cost", |
| "robustness", |
| "scalability", |
| "safety", |
| "adaptability", |
| "autonomy" |
| ] |
| }, |
| "LesScore": { |
| "type": "object", |
| "additionalProperties": false, |
| "required": ["les_normalized", "categories"], |
| "properties": { |
| "les_normalized": { |
| "type": "number", |
| "minimum": 0, |
| "maximum": 1 |
| }, |
| "les_display": { |
| "type": "number", |
| "minimum": 0, |
| "maximum": 100 |
| }, |
| "categories": { |
| "type": "object", |
| "additionalProperties": false, |
| "required": [ |
| "effectiveness", |
| "speed", |
| "cost", |
| "robustness", |
| "scalability", |
| "safety", |
| "adaptability", |
| "autonomy" |
| ], |
| "properties": { |
| "effectiveness": { "type": "number", "minimum": 0, "maximum": 1 }, |
| "speed": { "type": "number", "minimum": 0, "maximum": 1 }, |
| "cost": { "type": "number", "minimum": 0, "maximum": 1 }, |
| "robustness": { "type": "number", "minimum": 0, "maximum": 1 }, |
| "scalability": { "type": "number", "minimum": 0, "maximum": 1 }, |
| "safety": { "type": "number", "minimum": 0, "maximum": 1 }, |
| "adaptability": { "type": "number", "minimum": 0, "maximum": 1 }, |
| "autonomy": { "type": "number", "minimum": 0, "maximum": 1 } |
| } |
| }, |
| "partial": { |
| "type": "boolean", |
| "description": "True when LES computed with fewer than 8 categories (e.g. missing perturbation data)." |
| } |
| } |
| }, |
| "Iteration": { |
| "type": "object", |
| "additionalProperties": false, |
| "required": ["iteration", "goal_score", "cost_usd", "latency_seconds"], |
| "properties": { |
| "iteration": { |
| "type": "integer", |
| "minimum": 1 |
| }, |
| "goal_score": { |
| "type": "number", |
| "minimum": 0, |
| "maximum": 1 |
| }, |
| "cost_usd": { |
| "type": "number", |
| "minimum": 0 |
| }, |
| "latency_seconds": { |
| "type": "number", |
| "minimum": 0 |
| }, |
| "tokens": { |
| "type": "integer", |
| "minimum": 0 |
| }, |
| "primary_quality": { |
| "type": "number", |
| "minimum": 0, |
| "maximum": 1 |
| }, |
| "failure_codes": { |
| "type": "array", |
| "items": { "$ref": "#/$defs/FailureModeSlug" }, |
| "uniqueItems": true |
| }, |
| "safety_events": { |
| "type": "integer", |
| "minimum": 0 |
| }, |
| "human_intervention": { |
| "type": "boolean" |
| } |
| } |
| }, |
| "Metadata": { |
| "type": "object", |
| "additionalProperties": false, |
| "required": [ |
| "iteration_count", |
| "cost_total_usd", |
| "goal_target", |
| "goal_final" |
| ], |
| "properties": { |
| "iteration_count": { |
| "type": "integer", |
| "minimum": 1 |
| }, |
| "cost_total_usd": { |
| "type": "number", |
| "minimum": 0 |
| }, |
| "goal_target": { |
| "type": "number", |
| "minimum": 0, |
| "maximum": 1 |
| }, |
| "goal_final": { |
| "type": "number", |
| "minimum": 0, |
| "maximum": 1 |
| }, |
| "worker_count": { |
| "type": "integer", |
| "minimum": 1 |
| }, |
| "evaluator_count": { |
| "type": "integer", |
| "minimum": 1 |
| }, |
| "max_iterations_budget": { |
| "type": "integer", |
| "minimum": 1 |
| }, |
| "regression_count": { |
| "type": "integer", |
| "minimum": 0 |
| }, |
| "tags": { |
| "type": "array", |
| "items": { "type": "string" }, |
| "uniqueItems": true |
| } |
| } |
| } |
| } |
| } |
|
|
