{
    "status": "real_sample_available",
    "actor_slug": "zentra-trace-normalizer",
    "family": "agentops",
    "family_label": "AgentOps actor",
    "generated_at": "2026-07-15T14:38:55.162327Z",
    "source_provenance": {
        "kind": "stored_actor_quality_run",
        "apify_run_id": "",
        "default_dataset_id": "",
        "finished_at": "2026-07-15T07:24:05.000000Z"
    },
    "items": [
        {
            "score": 86,
            "title": "Zentra Trace Normalizer",
            "errors": [],
            "status": "artifact_ready",
            "summary": "Zentra Trace Normalizer normalized 1 trace(s) into 1 span row(s).",
            "artifact": {
                "goal": "Turn agent trace chaos into analyzable evidence.",
                "kind": "trace_normalization",
                "title": "Zentra Trace Normalizer",
                "checks": [
                    "Buyer value: Make agent traces comparable, auditable, and cost-aware.",
                    "Primary charge event: trace-normalized",
                    "Charge timing: after visible result artifact",
                    "Dry-run mode records would-charge events without billing",
                    "Parent/child IDs preserved when present.",
                    "Costs are normalized as explicit non-revenue data."
                ],
                "details": {
                    "costUsd": 0,
                    "spanCount": 1,
                    "traceCount": 1
                },
                "decision": "artifact_ready",
                "evidence": {
                    "inputHash": "u2q8q",
                    "outputAliases": [
                        "default",
                        "normalized_traces",
                        "spans",
                        "tool_calls",
                        "llm_calls",
                        "errors",
                        "evidence",
                        "actions"
                    ],
                    "redactionApplied": false
                },
                "buyerValue": {
                    "primaryValue": "Make agent traces comparable, auditable, and cost-aware.",
                    "impactSources": [
                        "trust_lift",
                        "maintenance_saved"
                    ]
                },
                "confidence": 0.86,
                "pricingEvents": [
                    {
                        "unit": "one trace normalized",
                        "eventName": "trace-normalized",
                        "unitPriceUsd": 0.08
                    },
                    {
                        "unit": "up to 1,000 spans normalized",
                        "eventName": "span-block",
                        "unitPriceUsd": 0.03
                    },
                    {
                        "unit": "one trace cost aggregation",
                        "eventName": "cost-aggregation",
                        "unitPriceUsd": 0.05
                    }
                ],
                "businessPurpose": "Make agent traces comparable, auditable, and cost-aware.",
                "recommendations": [
                    "Use spans, tool_calls, and llm_calls datasets for AgentOps dashboards.",
                    "Use Trace Normalizer before high-cost or side-effecting agent steps.",
                    "Track trace-normalized volume against downstream value so the workflow keeps earning more than it spends.",
                    "Use span-block only when the buyer receives the heavier artifact described in the listing."
                ]
            },
            "datasets": {
                "spans": [
                    {
                        "model": null,
                        "status": "ok",
                        "span_id": "root",
                        "cost_usd": 0,
                        "metadata": [],
                        "provider": null,
                        "trace_id": "sample-trace",
                        "span_kind": "unknown",
                        "tool_name": null,
                        "agent_name": null,
                        "error_type": null,
                        "input_hash": "0",
                        "started_at": null,
                        "duration_ms": 42,
                        "finished_at": null,
                        "output_hash": "0",
                        "tokens_input": "[REDACTED]",
                        "tokens_output": "[REDACTED]",
                        "parent_span_id": null
                    }
                ],
                "errors": [],
                "actions": [],
                "default": [
                    {
                        "score": 86,
                        "title": "Zentra Trace Normalizer",
                        "status": "artifact_ready",
                        "summary": "Zentra Trace Normalizer normalized 1 trace(s) into 1 span row(s).",
                        "decision": "artifact_ready",
                        "recordId": "zentra-trace-normalizer-1784100244083",
                        "actorSlug": "zentra-trace-normalizer",
                        "actorTitle": "Zentra Trace Normalizer",
                        "confidence": 0.86,
                        "source_url": "https://zentra.nimblique.studio",
                        "retrievedAt": "2026-07-15T07:24:04.083Z",
                        "evidenceHash": "mj2lsf"
                    }
                ],
                "evidence": [
                    {
                        "ref": "sample-trace",
                        "actorSlug": "zentra-trace-normalizer",
                        "recordedAt": "2026-07-15T07:24:04.083Z",
                        "evidenceHash": "yvhcml",
                        "redactedPreview": "{\"trace_id\":\"sample-trace\",\"spans\":[{\"span_id\":\"root\",\"status\":\"ok\",\"duration_ms\":42}]}"
                    }
                ],
                "llm_calls": [],
                "tool_calls": [],
                "normalized_traces": [
                    {
                        "trace_id": "sample-trace",
                        "actorSlug": "zentra-trace-normalizer",
                        "span_count": 1
                    }
                ]
            },
            "decision": "artifact_ready",
            "recordId": "zentra-trace-normalizer-1784100244083",
            "actorSlug": "zentra-trace-normalizer",
            "dedupeKey": "zentra-trace-normalizer:w6y96m",
            "sourceUrl": "https://zentra.nimblique.studio",
            "actorTitle": "Zentra Trace Normalizer",
            "confidence": 0.86,
            "runSummary": {
                "dryRun": false,
                "maxArtifacts": 1,
                "pricingModel": "PAY_PER_EVENT",
                "chargedEventCount": 0,
                "wouldChargeEventCount": 1
            },
            "sourceName": "Zentra AgentOps Suite",
            "source_url": "https://zentra.nimblique.studio",
            "retrievedAt": "2026-07-15T07:24:04.083Z",
            "evidenceHash": "mj2lsf",
            "scoreReasons": [
                "Buyer value: Make agent traces comparable, auditable, and cost-aware.",
                "Primary charge event: trace-normalized",
                "Charge timing: after visible result artifact",
                "Dry-run mode records would-charge events without billing",
                "Parent/child IDs preserved when present.",
                "Costs are normalized as explicit non-revenue data."
            ],
            "chargedEvents": [],
            "preflightQuote": {
                "motto": "Make agents earn more",
                "events": [
                    {
                        "eventName": "trace-normalized",
                        "eventTitle": "Trace Normalized",
                        "chargeTiming": "after_visible_buyer_value",
                        "unitPriceUsd": 0.08,
                        "expectedCount": 1,
                        "expectedChargeUsd": 0.08
                    }
                ],
                "actorSlug": "zentra-trace-normalizer",
                "maxArtifacts": 1,
                "pricingModel": "PAY_PER_EVENT",
                "estimatedValueUsd": 1.68,
                "estimatedChargeUsd": 0.08,
                "valueToChargeMultiple": 21
            },
            "reportMarkdown": "# Zentra Trace Normalizer\n\n## Make agents earn more\n\nTurn agent trace chaos into analyzable evidence.\n\nPrimary buyer: AgentOps teams, observability engineers\nPrimary value: Make agent traces comparable, auditable, and cost-aware.\n\n## Result\n\nZentra Trace Normalizer normalized 1 trace(s) into 1 span row(s).\n\n## Earnings impact\n\nEstimated buyer value: $1.6800\nCharged this run: $0.0000\nWould charge in dry-run mode: $0.0800\n\n## Events\n\n- trace-normalized: $0.0800 after visible buyer value\n",
            "agentOpsSummary": "Zentra Trace Normalizer helps AgentOps teams, observability engineers make agent traces comparable, auditable, and cost-aware..",
            "keyValueArtifacts": [],
            "wouldChargeLedger": [
                {
                    "mode": "ppe-disabled",
                    "reason": "Visible buyer-value artifact produced.",
                    "charged": false,
                    "eventName": "trace-normalized",
                    "expectedChargeUsd": 0.08
                }
            ],
            "agentEarningsReport": {
                "motto": "Make agents earn more",
                "actorSlug": "zentra-trace-normalizer",
                "startedAt": "2026-07-15T07:24:03.971Z",
                "actorTitle": "Zentra Trace Normalizer",
                "chargedUsd": 0,
                "finishedAt": "2026-07-15T07:24:04.175Z",
                "primaryBuyer": "AgentOps teams, observability engineers",
                "chargedEvents": [],
                "impactSources": [
                    "trust_lift",
                    "maintenance_saved"
                ],
                "wouldChargeUsd": 0.08,
                "buyerValueSummary": "Make agent traces comparable, auditable, and cost-aware.",
                "estimatedValueUsd": 1.68,
                "wouldChargeLedger": [
                    {
                        "mode": "ppe-disabled",
                        "reason": "Visible buyer-value artifact produced.",
                        "charged": false,
                        "eventName": "trace-normalized",
                        "expectedChargeUsd": 0.08
                    }
                ],
                "valueToChargeMultiple": 21
            }
        }
    ]
}