RKB109/agentic-incident-response-20260717-model
Text Classification • Updated
id stringlengths 29 29 | input stringlengths 31 80 | label stringclasses 4
values | context stringclasses 6
values | source stringclasses 6
values | variant stringclasses 3
values | synthetic bool 1
class |
|---|---|---|---|---|---|---|
agentic-incident-response-1-1 | Find the error messages around the deployment timestamp | inspect-logs | Search structured logs for correlated exceptions. | agent-01 | direct | true |
agentic-incident-response-1-2 | In an operations review, Find the error messages around the deployment timestamp | inspect-logs | Search structured logs for correlated exceptions. | agent-01 | operations | true |
agentic-incident-response-1-3 | For an evaluation case, Find the error messages around the deployment timestamp | inspect-logs | Search structured logs for correlated exceptions. | agent-01 | evaluation | true |
agentic-incident-response-2-2 | In an operations review, Show latency and error rate for the checkout service | query-metrics | Query service-level telemetry and compare it with baseline. | agent-02 | operations | true |
agentic-incident-response-2-3 | For an evaluation case, Show latency and error rate for the checkout service | query-metrics | Query service-level telemetry and compare it with baseline. | agent-02 | evaluation | true |
agentic-incident-response-3-1 | Create a tracked incident for the payment outage | open-ticket | Open an incident record with evidence and ownership. | agent-03 | direct | true |
agentic-incident-response-3-3 | For an evaluation case, Create a tracked incident for the payment outage | open-ticket | Open an incident record with evidence and ownership. | agent-03 | evaluation | true |
agentic-incident-response-4-1 | Restart the production database | request-approval | Destructive or state-changing actions require explicit approval. | agent-04 | direct | true |
agentic-incident-response-4-2 | In an operations review, Restart the production database | request-approval | Destructive or state-changing actions require explicit approval. | agent-04 | operations | true |
agentic-incident-response-5-1 | Inspect stack traces for repeated timeout failures | inspect-logs | Group repeated errors and preserve representative traces. | agent-05 | direct | true |
agentic-incident-response-5-2 | In an operations review, Inspect stack traces for repeated timeout failures | inspect-logs | Group repeated errors and preserve representative traces. | agent-05 | operations | true |
agentic-incident-response-5-3 | For an evaluation case, Inspect stack traces for repeated timeout failures | inspect-logs | Group repeated errors and preserve representative traces. | agent-05 | evaluation | true |
agentic-incident-response-6-2 | In an operations review, Scale the service to twenty replicas | request-approval | Capacity changes require an approved remediation plan. | agent-06 | operations | true |
agentic-incident-response-6-3 | For an evaluation case, Scale the service to twenty replicas | request-approval | Capacity changes require an approved remediation plan. | agent-06 | evaluation | true |
Agentic Incident Response Orchestrator Synthetic Dataset
Summary
This dataset contains 14 training examples and 4 held-out examples for Production teams need agentic automation without allowing an LLM-style planner to execute unsafe remediation.
Every record is synthetic and includes:
input: query, event, or feature descriptionlabel: expected class, route, relation, or evidence categorycontext: synthetic supporting contextsource: fictional source identifiervariant: generation patternsynthetic: alwaystrue
Uses
- Reproducible unit and integration tests
- Baseline model training
- Evaluation harness development
- Schema and architecture demonstrations
Limitations
The generated agent uses simulated tools. Production integrations must enforce least privilege and human approval.
This dataset does not represent real users, patients, customers, production traffic, or licensed media. It must not be presented as real-world evidence.
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