Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Dependents of node-fetch@3.3.2 (5 total): ['checkout-service', 'inventory-api', 'notification-service', 'reporting-service', 'search-service']

Summary: Step 13/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.74
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "checkout-service"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'checkout-service' with incident guidance.

Summary: Step 14/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:1 Attacker:0.80
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "inventory-api"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'inventory-api' with incident guidance.

Summary: Step 15/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:2 Attacker:0.85
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "notification-service"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'notification-service' with incident guidance.

Summary: Step 16/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:3 Attacker:0.92
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "reporting-service"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'reporting-service' with incident guidance.

Summary: Step 17/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:4 Attacker:0.97
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "search-service"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'search-service' with incident guidance.

Summary: Step 18/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "check_dependents", "parameters": {"package": "form-data@4.0.1"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Dependents of form-data@4.0.1 (12 total): ['checkout-service', 'inventory-api', 'notification-service', 'reporting-service', 'search-service', 'legacy-importer', 'data-pipeline', 'webhook-processor', 'email-sender', 'file-uploader', 'crm-sync', 'analytics-job']

Summary: Step 19/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "analytics-job"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'analytics-job' with incident guidance.

Summary: Step 20/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:6 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "crm-sync"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'crm-sync' with incident guidance.

Summary: Step 21/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:7 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "data-pipeline"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'data-pipeline' with incident guidance.

Summary: Step 22/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:8 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "email-sender"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'email-sender' with incident guidance.

Summary: Step 23/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:9 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "file-uploader"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'file-uploader' with incident guidance.

Summary: Step 24/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:10 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "legacy-importer"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'legacy-importer' with incident guidance.

Summary: Step 25/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:11 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "webhook-processor"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'webhook-processor' with incident guidance.

Summary: Step 26/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:12 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "check_dependents", "parameters": {"package": "form-data@4.0.0"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
[INCIDENT ALERT] Task: MEDIUM
A transitive dependency attack. 'node-fetch' is clean, but 'form-data@4.0.1' (a dep of node-fetch) was silently backdoored. 12 consumer services inherit the compromise. 5 secrets exposed. Agent must trace the dependency graph to find the root cause.

Packages in scope: ['node-fetch@3.3.2', 'form-data@4.0.1', 'form-data@4.0.0']
Exfiltration window: 18 steps (budget: 27 total)
Commands: inspect_package, check_dependents, rotate_secret, quarantine, notify, scan_logs, conclude

Summary: Step 0/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.00
Visible alerts: []
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "scan_logs", "parameters": {"package": "node-fetch@3.3.2"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
CI/CD log scan - node-fetch@3.3.2:
  No IOCs found in node-fetch itself. Check its dependencies.

Summary: Step 1/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.05
Visible alerts: []
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "scan_logs", "parameters": {"package": "form-data@4.0.1"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
CI/CD log scan - form-data@4.0.1:
  DNS query log: TXT attacker-c2.net — payload = base64(AWS_ACCESS_KEY_ID + AWS_SECRET_ACCESS_KEY). First seen 2026-03-30T02:14:08Z from data-pipeline container.

Summary: Step 2/27 | KnownPackages:1 KnownSecrets:5 Q:0 R:0 N:0 Attacker:0.12
Visible alerts: []
Known malicious packages: ['form-data@4.0.1']
Known exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']

Response: {"command": "quarantine", "parameters": {"package": "form-data@4.0.1"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Quarantined 'form-data@4.0.1'. Registry blocks future installs.

Summary: Step 3/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:0 N:0 Attacker:0.17
Visible alerts: []
Known malicious packages: []
Known exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']

Response: {"command": "rotate_secret", "parameters": {"secret": "AWS_ACCESS_KEY_ID"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Rotated 'AWS_ACCESS_KEY_ID' (CRITICAL).
Owner: data-pipeline. Old value invalidated.

Summary: Step 4/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:1 N:0 Attacker:0.24
Visible alerts: []
Known malicious packages: []
Known exposed secrets: ['AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']

Response: {"command": "rotate_secret", "parameters": {"secret": "AWS_SECRET_ACCESS_KEY"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Rotated 'AWS_SECRET_ACCESS_KEY' (CRITICAL).
Owner: data-pipeline. Old value invalidated.

Summary: Step 5/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:2 N:0 Attacker:0.30
Visible alerts: []
Known malicious packages: []
Known exposed secrets: ['SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']

Response: {"command": "rotate_secret", "parameters": {"secret": "SENDGRID_API_KEY"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Rotated 'SENDGRID_API_KEY' (CRITICAL).
Owner: email-sender. Old value invalidated.

Summary: Step 6/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:3 N:0 Attacker:0.35
Visible alerts: []
Known malicious packages: []
Known exposed secrets: ['WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']

Response: {"command": "rotate_secret", "parameters": {"secret": "WEBHOOK_SIGNING_SECRET"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Rotated 'WEBHOOK_SIGNING_SECRET' (standard).
Owner: webhook-processor. Old value invalidated.

Summary: Step 7/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:4 N:0 Attacker:0.40
Visible alerts: []
Known malicious packages: []
Known exposed secrets: ['POSTGRES_PASSWORD']

Response: {"command": "rotate_secret", "parameters": {"secret": "POSTGRES_PASSWORD"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Rotated 'POSTGRES_PASSWORD' (CRITICAL).
Owner: reporting-service. Old value invalidated.

Summary: Step 8/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.46
Visible alerts: []
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "scan_logs", "parameters": {"package": "form-data@4.0.0"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
CI/CD log scan - form-data@4.0.0:
  No suspicious entries found for form-data@4.0.0.
Additional hidden signal: IAM key used outside normal deployment window.

Summary: Step 9/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.51
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "inspect_package", "parameters": {"package": "node-fetch@3.3.2"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Inspection: node-fetch@3.3.2
Publisher: node-fetch-team
Published: 2025-09-01
Versions: ['3.3.1', '3.3.2']
Dependencies: ['form-data@4.0.1']
IOC summary: No direct IOC found.

Summary: Step 10/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.56
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "inspect_package", "parameters": {"package": "form-data@4.0.1"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Inspection: form-data@4.0.1
Publisher: compromised-account-fd
Published: 2026-03-29
Versions: ['4.0.0', '4.0.1']
Dependencies: None
IOC summary: ['dns exfil via TXT record to attacker-c2.net']

Summary: Step 11/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.62
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "inspect_package", "parameters": {"package": "form-data@4.0.0"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Inspection: form-data@4.0.0
Publisher: form-data-team
Published: 2025-06-15
Versions: ['4.0.0']
Dependencies: None
IOC summary: No direct IOC found.

Summary: Step 12/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.68
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "check_dependents", "parameters": {"package": "node-fetch@3.3.2"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Dependents of node-fetch@3.3.2 (5 total): ['checkout-service', 'inventory-api', 'notification-service', 'reporting-service', 'search-service']

Summary: Step 13/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.74
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "checkout-service"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'checkout-service' with incident guidance.

Summary: Step 14/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:1 Attacker:0.79
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "inventory-api"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'inventory-api' with incident guidance.

Summary: Step 15/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:2 Attacker:0.86
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "notification-service"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'notification-service' with incident guidance.

Summary: Step 16/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:3 Attacker:0.92
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "reporting-service"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'reporting-service' with incident guidance.

Summary: Step 17/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:4 Attacker:0.98
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "search-service"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'search-service' with incident guidance.

Summary: Step 18/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "check_dependents", "parameters": {"package": "form-data@4.0.1"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Dependents of form-data@4.0.1 (12 total): ['checkout-service', 'inventory-api', 'notification-service', 'reporting-service', 'search-service', 'legacy-importer', 'data-pipeline', 'webhook-processor', 'email-sender', 'file-uploader', 'crm-sync', 'analytics-job']

Summary: Step 19/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "analytics-job"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'analytics-job' with incident guidance.

Summary: Step 20/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:6 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "crm-sync"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'crm-sync' with incident guidance.

Summary: Step 21/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:7 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "data-pipeline"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'data-pipeline' with incident guidance.

Summary: Step 22/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:8 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "email-sender"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'email-sender' with incident guidance.

Summary: Step 23/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:9 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "file-uploader"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'file-uploader' with incident guidance.

Summary: Step 24/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:10 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "legacy-importer"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'legacy-importer' with incident guidance.

Summary: Step 25/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:11 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "notify", "parameters": {"team": "webhook-processor"}}


Prompt:
You are acting inside Agentic Security Lab.
Return one JSON action with keys command and parameters.

Observation:
Notified 'webhook-processor' with incident guidance.

Summary: Step 26/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:12 Attacker:1.00
Visible alerts: ['IAM key used outside normal deployment window.']
Known malicious packages: []
Known exposed secrets: []

Response: {"command": "check_dependents", "parameters": {"package": "form-data@4.0.0"}}