AgentOps for Apify Builders Bundle

Run synthetic checks, schema QA, cost anomaly detection, incident summaries, tool-firewall checks, and repair suggestions for Apify Actors and agent workflows.

What this Actor does

• Runs the exact agentops-apify-builders-bundle contract against only the inputs and sources documented below.
• Emits records that are validated against the bundled dataset schema before they are written.
• Keeps source references and stable record identifiers in the output when those fields are declared.
• Provides a bounded sample path for Store inspection; the sample path does not emit a paid event.

Inputs

• buyerQuery: Buyer-safe query or scope for the records returned by this product.
• taskIntent: Stable product-specific purpose for this saved Apify task.
• sourceMode: Sample emits public-safe Agentops Apify Builders Bundle Record rows. Approved live source mode keeps the same output fields and only uses owner-approved public URLs.
• outputMode: Use sample records for Apify Store QA or buyer-ready records for approved Agentops Apify Builders Bundle Record delivery.
• startUrls: Public URLs to use for live Agentops Apify Builders Bundle Record extraction after source-policy approval. Leave empty for sample mode.
• maxItems: Caps the number of Agentops Apify Builders Bundle Record rows written to the dataset.
• perSourceLimit: Bounds each member Actor independently before suite-level deduplication.
• maxTotalChargeUsd: Distributes this ceiling across child Actor calls. The buyer-selected parent run-level maximum separately caps suite delivery charges.
• overallTimeoutSecs: Stops additional source work once the bounded run deadline is reached.
• requestTimeoutSecs: Timeout applied independently to each approved source request.
• maxRequestRetries: Bounded retry count for transient source failures.
• sinceLastRun: Uses stable Actor state to skip logical records delivered by earlier runs.
• deltaMode: Preserves stable deduplication keys for recurring tasks and schedules.
• memberTimeoutSecs: Maximum time allowed for each member Actor before the suite records a source warning and continues.
• zentraOwnerQa: Internal live-member validation. The Actor rejects this mode unless Apify confirms that the invoking account owns the Actor.

Sources and access boundary

• User-supplied public or authorized source URLs provided through startUrls; live mode fails closed when neither an approved fallback nor a supplied URL exists.

Only public or user-authorized inputs may be processed. The Actor does not bypass authentication, paywalls, CAPTCHAs, access controls, or source terms.

Output

The default dataset exposes these Actor-relevant fields:

• riskScore: Canonical buyer-facing Risk Score produced by the existing Product Studio identity.
• policyViolations: Canonical buyer-facing Policy Violations produced by the existing Product Studio identity.
• permissionFindings: Canonical buyer-facing Permission Findings produced by the existing Product Studio identity.
• paymentControls: Canonical buyer-facing Payment Controls produced by the existing Product Studio identity.
• supplyChainFindings: Canonical buyer-facing Supply Chain Findings produced by the existing Product Studio identity.
• retentionFindings: Canonical buyer-facing Retention Findings produced by the existing Product Studio identity.
• recommendedActions: Canonical buyer-facing Recommended Actions produced by the existing Product Studio identity.
• recordId: Stable buyer-facing record identifier.
• sourceName: Public-safe source or adapter name.
• sourceUrl: Public source evidence URL.
• retrievedAt: UTC retrieval timestamp.
• confidence: Normalized output confidence.
• errors: Bounded row-level validation errors; empty for a valid row.
• runSummary: Bounded run context for this delivered row.

The output link exposed by .actor/OUTPUT_SCHEMA.json points to the default dataset: {{links.apiDefaultDatasetUrl}}/items.

Sample run

{
  "buyerQuery": "buyer-ready records with source evidence",
  "taskIntent": "buyer-ready-product-run",
  "sourceMode": "sample",
  "outputMode": "sample-records",
  "startUrls": [],
  "maxItems": 1,
  "perSourceLimit": 5,
  "maxTotalChargeUsd": 5,
  "overallTimeoutSecs": 900,
  "requestTimeoutSecs": 30,
  "maxRequestRetries": 2,
  "sinceLastRun": false,
  "deltaMode": true,
  "memberTimeoutSecs": 300,
  "zentraOwnerQa": false
}

Example fields from the bundled deterministic sample:

{
  "riskScore": [
    "Sample risk score for AgentOps for Apify Builders Bundle"
  ],
  "policyViolations": "Sample policy violations for AgentOps for Apify Builders Bundle",
  "permissionFindings": "Sample permission findings for AgentOps for Apify Builders Bundle",
  "paymentControls": "Sample payment controls for AgentOps for Apify Builders Bundle",
  "supplyChainFindings": "Sample supply chain findings for AgentOps for Apify Builders Bundle",
  "retentionFindings": "Sample retention findings for AgentOps for Apify Builders Bundle",
  "recommendedActions": [
    "Sample recommended action for AgentOps for Apify Builders Bundle."
  ],
  "recordId": "agentops-apify-builders-bundle-sample-1",
  "sourceName": "AgentOps for Apify Builders Bundle",
  "sourceUrl": "https://apify.com/zentrafoundry/agentops-apify-builders-bundle",
  "retrievedAt": "2026-01-15T09:00:00Z",
  "confidence": 0.9
}

Sample values are labeled as sample data and are not claims about a live source result.

Pricing and cost control

This source package preserves the Actor's current Apify pay-per-event configuration. The authenticated current event definitions are:

• result-delivered: Charged once for each buyer-ready result written to the dataset.

The per-result source event is result-delivered. Production output uses Apify's charged dataset push path and checks the returned charge limit before continuing. Sample, demo, test, and quality-validation paths do not emit a paid event. Start production runs with a small maxItems and an Apify run spending limit.

Reliability and limitations

• Live results depend on the supplied source availability and the fields the source actually returns.
• Missing values remain missing, null, or warning-backed according to the schema; they are not invented.
• A live run that cannot produce a schema-valid result fails instead of publishing a generic substitute.
• Output is decision-support data and does not replace legal, financial, medical, safety, procurement, or compliance review.

Existing public Actor identity

• Owner: zentrafoundry
• Actor ID: WMhLhbWwzCTqC6ejr
• Slug: agentops-apify-builders-bundle
• Store URL: https://apify.com/zentrafoundry/agentops-apify-builders-bundle

This package updates that exact existing public Actor in place. It does not create, clone, upsert, duplicate, draft, privatize, or change pricing or visibility.