artifacts/training_examples.jsonl

{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\n[INCIDENT ALERT] Task: MEDIUM\nA 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.\n\nPackages in scope: ['node-fetch@3.3.2', 'form-data@4.0.1', 'form-data@4.0.0']\nExfiltration window: 18 steps (budget: 27 total)\nCommands: inspect_package, check_dependents, rotate_secret, quarantine, notify, scan_logs, conclude\n\nSummary: Step 0/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.00\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - node-fetch@3.3.2:\n  No IOCs found in node-fetch itself. Check its dependencies.\n\nSummary: Step 1/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.06\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.1:\n  DNS query log: TXT attacker-c2.net \u2014 payload = base64(AWS_ACCESS_KEY_ID + AWS_SECRET_ACCESS_KEY). First seen 2026-03-30T02:14:08Z from data-pipeline container.\n\nSummary: Step 2/27 | KnownPackages:1 KnownSecrets:5 Q:0 R:0 N:0 Attacker:0.11\nVisible alerts: []\nKnown malicious packages: ['form-data@4.0.1']\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"quarantine\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nQuarantined 'form-data@4.0.1'. Registry blocks future installs.\n\nSummary: Step 3/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:0 N:0 Attacker:0.16\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_ACCESS_KEY_ID\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_ACCESS_KEY_ID' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 4/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:1 N:0 Attacker:0.22\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_SECRET_ACCESS_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_SECRET_ACCESS_KEY' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 5/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:2 N:0 Attacker:0.28\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"SENDGRID_API_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'SENDGRID_API_KEY' (CRITICAL).\nOwner: email-sender. Old value invalidated.\n\nSummary: Step 6/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:3 N:0 Attacker:0.35\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"WEBHOOK_SIGNING_SECRET\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'WEBHOOK_SIGNING_SECRET' (standard).\nOwner: webhook-processor. Old value invalidated.\n\nSummary: Step 7/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:4 N:0 Attacker:0.40\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"POSTGRES_PASSWORD\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'POSTGRES_PASSWORD' (CRITICAL).\nOwner: reporting-service. Old value invalidated.\n\nSummary: Step 8/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.45\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.0:\n  No suspicious entries found for form-data@4.0.0.\nAdditional hidden signal: Container image digest mismatch in reporting-service.\n\nSummary: Step 9/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.50\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: node-fetch@3.3.2\nPublisher: node-fetch-team\nPublished: 2025-09-01\nVersions: ['3.3.1', '3.3.2']\nDependencies: ['form-data@4.0.1']\nIOC summary: No direct IOC found.\n\nSummary: Step 10/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.56\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.1\nPublisher: compromised-account-fd\nPublished: 2026-03-29\nVersions: ['4.0.0', '4.0.1']\nDependencies: None\nIOC summary: ['dns exfil via TXT record to attacker-c2.net']\n\nSummary: Step 11/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.62\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.0\nPublisher: form-data-team\nPublished: 2025-06-15\nVersions: ['4.0.0']\nDependencies: None\nIOC summary: No direct IOC found.\n\nSummary: Step 12/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.69\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents of node-fetch@3.3.2 (5 total): ['checkout-service', 'inventory-api', 'notification-service', 'reporting-service', 'search-service']\n\nSummary: Step 13/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.75\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"checkout-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'checkout-service' with incident guidance.\n\nSummary: Step 14/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:1 Attacker:0.82\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"inventory-api\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'inventory-api' with incident guidance.\n\nSummary: Step 15/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:2 Attacker:0.88\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"notification-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'notification-service' with incident guidance.\n\nSummary: Step 16/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:3 Attacker:0.94\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"reporting-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'reporting-service' with incident guidance.\n\nSummary: Step 17/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:4 Attacker:0.99\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"search-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'search-service' with incident guidance.\n\nSummary: Step 18/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents 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']\n\nSummary: Step 19/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"analytics-job\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'analytics-job' with incident guidance.\n\nSummary: Step 20/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:6 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"crm-sync\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'crm-sync' with incident guidance.\n\nSummary: Step 21/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:7 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"data-pipeline\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'data-pipeline' with incident guidance.\n\nSummary: Step 22/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:8 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"email-sender\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'email-sender' with incident guidance.\n\nSummary: Step 23/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:9 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"file-uploader\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'file-uploader' with incident guidance.\n\nSummary: Step 24/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:10 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"legacy-importer\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'legacy-importer' with incident guidance.\n\nSummary: Step 25/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:11 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"webhook-processor\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'webhook-processor' with incident guidance.\n\nSummary: Step 26/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:12 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\n[INCIDENT ALERT] Task: MEDIUM\nA 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.\n\nPackages in scope: ['node-fetch@3.3.2', 'form-data@4.0.1', 'form-data@4.0.0']\nExfiltration window: 18 steps (budget: 27 total)\nCommands: inspect_package, check_dependents, rotate_secret, quarantine, notify, scan_logs, conclude\n\nSummary: Step 0/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.00\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - node-fetch@3.3.2:\n  No IOCs found in node-fetch itself. Check its dependencies.\n\nSummary: Step 1/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.05\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.1:\n  DNS query log: TXT attacker-c2.net \u2014 payload = base64(AWS_ACCESS_KEY_ID + AWS_SECRET_ACCESS_KEY). First seen 2026-03-30T02:14:08Z from data-pipeline container.\n\nSummary: Step 2/27 | KnownPackages:1 KnownSecrets:5 Q:0 R:0 N:0 Attacker:0.11\nVisible alerts: []\nKnown malicious packages: ['form-data@4.0.1']\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"quarantine\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nQuarantined 'form-data@4.0.1'. Registry blocks future installs.\n\nSummary: Step 3/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:0 N:0 Attacker:0.18\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_ACCESS_KEY_ID\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_ACCESS_KEY_ID' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 4/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:1 N:0 Attacker:0.24\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_SECRET_ACCESS_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_SECRET_ACCESS_KEY' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 5/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:2 N:0 Attacker:0.29\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"SENDGRID_API_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'SENDGRID_API_KEY' (CRITICAL).\nOwner: email-sender. Old value invalidated.\n\nSummary: Step 6/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:3 N:0 Attacker:0.35\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"WEBHOOK_SIGNING_SECRET\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'WEBHOOK_SIGNING_SECRET' (standard).\nOwner: webhook-processor. Old value invalidated.\n\nSummary: Step 7/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:4 N:0 Attacker:0.41\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"POSTGRES_PASSWORD\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'POSTGRES_PASSWORD' (CRITICAL).\nOwner: reporting-service. Old value invalidated.\n\nSummary: Step 8/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.46\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.0:\n  No suspicious entries found for form-data@4.0.0.\nAdditional hidden signal: Webhook signer mismatch observed in one failed retry path.\n\nSummary: Step 9/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.51\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: node-fetch@3.3.2\nPublisher: node-fetch-team\nPublished: 2025-09-01\nVersions: ['3.3.1', '3.3.2']\nDependencies: ['form-data@4.0.1']\nIOC summary: No direct IOC found.\n\nSummary: Step 10/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.58\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.1\nPublisher: compromised-account-fd\nPublished: 2026-03-29\nVersions: ['4.0.0', '4.0.1']\nDependencies: None\nIOC summary: ['dns exfil via TXT record to attacker-c2.net']\n\nSummary: Step 11/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.63\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.0\nPublisher: form-data-team\nPublished: 2025-06-15\nVersions: ['4.0.0']\nDependencies: None\nIOC summary: No direct IOC found.\n\nSummary: Step 12/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.68\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents of node-fetch@3.3.2 (5 total): ['checkout-service', 'inventory-api', 'notification-service', 'reporting-service', 'search-service']\n\nSummary: Step 13/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.74\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"checkout-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'checkout-service' with incident guidance.\n\nSummary: Step 14/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:1 Attacker:0.81\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"inventory-api\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'inventory-api' with incident guidance.\n\nSummary: Step 15/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:2 Attacker:0.86\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"notification-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'notification-service' with incident guidance.\n\nSummary: Step 16/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:3 Attacker:0.92\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"reporting-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'reporting-service' with incident guidance.\n\nSummary: Step 17/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:4 Attacker:0.99\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"search-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'search-service' with incident guidance.\n\nSummary: Step 18/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents 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']\n\nSummary: Step 19/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"analytics-job\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'analytics-job' with incident guidance.\n\nSummary: Step 20/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:6 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"crm-sync\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'crm-sync' with incident guidance.\n\nSummary: Step 21/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:7 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"data-pipeline\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'data-pipeline' with incident guidance.\n\nSummary: Step 22/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:8 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"email-sender\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'email-sender' with incident guidance.\n\nSummary: Step 23/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:9 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"file-uploader\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'file-uploader' with incident guidance.\n\nSummary: Step 24/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:10 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"legacy-importer\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'legacy-importer' with incident guidance.\n\nSummary: Step 25/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:11 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"webhook-processor\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'webhook-processor' with incident guidance.\n\nSummary: Step 26/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:12 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\n[INCIDENT ALERT] Task: MEDIUM\nA 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.\n\nPackages in scope: ['node-fetch@3.3.2', 'form-data@4.0.1', 'form-data@4.0.0']\nExfiltration window: 18 steps (budget: 27 total)\nCommands: inspect_package, check_dependents, rotate_secret, quarantine, notify, scan_logs, conclude\n\nSummary: Step 0/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.00\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - node-fetch@3.3.2:\n  No IOCs found in node-fetch itself. Check its dependencies.\n\nSummary: Step 1/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.05\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.1:\n  DNS query log: TXT attacker-c2.net \u2014 payload = base64(AWS_ACCESS_KEY_ID + AWS_SECRET_ACCESS_KEY). First seen 2026-03-30T02:14:08Z from data-pipeline container.\nAdditional hidden signal: Container image digest mismatch in reporting-service.\n\nSummary: Step 2/27 | KnownPackages:1 KnownSecrets:5 Q:0 R:0 N:0 Attacker:0.12\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: ['form-data@4.0.1']\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"quarantine\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nQuarantined 'form-data@4.0.1'. Registry blocks future installs.\n\nSummary: Step 3/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:0 N:0 Attacker:0.18\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_ACCESS_KEY_ID\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_ACCESS_KEY_ID' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 4/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:1 N:0 Attacker:0.25\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_SECRET_ACCESS_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_SECRET_ACCESS_KEY' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 5/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:2 N:0 Attacker:0.31\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: ['SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"SENDGRID_API_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'SENDGRID_API_KEY' (CRITICAL).\nOwner: email-sender. Old value invalidated.\n\nSummary: Step 6/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:3 N:0 Attacker:0.37\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: ['WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"WEBHOOK_SIGNING_SECRET\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'WEBHOOK_SIGNING_SECRET' (standard).\nOwner: webhook-processor. Old value invalidated.\n\nSummary: Step 7/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:4 N:0 Attacker:0.42\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: ['POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"POSTGRES_PASSWORD\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'POSTGRES_PASSWORD' (CRITICAL).\nOwner: reporting-service. Old value invalidated.\n\nSummary: Step 8/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.49\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.0:\n  No suspicious entries found for form-data@4.0.0.\nAdditional hidden signal: IAM key used outside normal deployment window.\n\nSummary: Step 9/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.54\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: node-fetch@3.3.2\nPublisher: node-fetch-team\nPublished: 2025-09-01\nVersions: ['3.3.1', '3.3.2']\nDependencies: ['form-data@4.0.1']\nIOC summary: No direct IOC found.\n\nSummary: Step 10/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.60\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.1\nPublisher: compromised-account-fd\nPublished: 2026-03-29\nVersions: ['4.0.0', '4.0.1']\nDependencies: None\nIOC summary: ['dns exfil via TXT record to attacker-c2.net']\n\nSummary: Step 11/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.66\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.0\nPublisher: form-data-team\nPublished: 2025-06-15\nVersions: ['4.0.0']\nDependencies: None\nIOC summary: No direct IOC found.\n\nSummary: Step 12/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.72\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents of node-fetch@3.3.2 (5 total): ['checkout-service', 'inventory-api', 'notification-service', 'reporting-service', 'search-service']\n\nSummary: Step 13/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.79\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"checkout-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'checkout-service' with incident guidance.\n\nSummary: Step 14/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:1 Attacker:0.85\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"inventory-api\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'inventory-api' with incident guidance.\n\nSummary: Step 15/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:2 Attacker:0.92\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"notification-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'notification-service' with incident guidance.\n\nSummary: Step 16/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:3 Attacker:0.98\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"reporting-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'reporting-service' with incident guidance.\n\nSummary: Step 17/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:4 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"search-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'search-service' with incident guidance.\n\nSummary: Step 18/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents 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']\n\nSummary: Step 19/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"analytics-job\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'analytics-job' with incident guidance.\n\nSummary: Step 20/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:6 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"crm-sync\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'crm-sync' with incident guidance.\n\nSummary: Step 21/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:7 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"data-pipeline\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'data-pipeline' with incident guidance.\n\nSummary: Step 22/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:8 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"email-sender\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'email-sender' with incident guidance.\n\nSummary: Step 23/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:9 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"file-uploader\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'file-uploader' with incident guidance.\n\nSummary: Step 24/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:10 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"legacy-importer\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'legacy-importer' with incident guidance.\n\nSummary: Step 25/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:11 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"webhook-processor\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'webhook-processor' with incident guidance.\n\nSummary: Step 26/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:12 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.', 'IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\n[INCIDENT ALERT] Task: MEDIUM\nA 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.\n\nPackages in scope: ['node-fetch@3.3.2', 'form-data@4.0.1', 'form-data@4.0.0']\nExfiltration window: 18 steps (budget: 27 total)\nCommands: inspect_package, check_dependents, rotate_secret, quarantine, notify, scan_logs, conclude\n\nSummary: Step 0/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.00\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - node-fetch@3.3.2:\n  No IOCs found in node-fetch itself. Check its dependencies.\n\nSummary: Step 1/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.06\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.1:\n  DNS query log: TXT attacker-c2.net \u2014 payload = base64(AWS_ACCESS_KEY_ID + AWS_SECRET_ACCESS_KEY). First seen 2026-03-30T02:14:08Z from data-pipeline container.\n\nSummary: Step 2/27 | KnownPackages:1 KnownSecrets:5 Q:0 R:0 N:0 Attacker:0.13\nVisible alerts: []\nKnown malicious packages: ['form-data@4.0.1']\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"quarantine\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nQuarantined 'form-data@4.0.1'. Registry blocks future installs.\n\nSummary: Step 3/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:0 N:0 Attacker:0.20\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_ACCESS_KEY_ID\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_ACCESS_KEY_ID' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 4/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:1 N:0 Attacker:0.25\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_SECRET_ACCESS_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_SECRET_ACCESS_KEY' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 5/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:2 N:0 Attacker:0.31\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"SENDGRID_API_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'SENDGRID_API_KEY' (CRITICAL).\nOwner: email-sender. Old value invalidated.\n\nSummary: Step 6/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:3 N:0 Attacker:0.37\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"WEBHOOK_SIGNING_SECRET\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'WEBHOOK_SIGNING_SECRET' (standard).\nOwner: webhook-processor. Old value invalidated.\n\nSummary: Step 7/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:4 N:0 Attacker:0.42\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"POSTGRES_PASSWORD\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'POSTGRES_PASSWORD' (CRITICAL).\nOwner: reporting-service. Old value invalidated.\n\nSummary: Step 8/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.47\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.0:\n  No suspicious entries found for form-data@4.0.0.\nAdditional hidden signal: Container image digest mismatch in reporting-service.\n\nSummary: Step 9/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.53\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: node-fetch@3.3.2\nPublisher: node-fetch-team\nPublished: 2025-09-01\nVersions: ['3.3.1', '3.3.2']\nDependencies: ['form-data@4.0.1']\nIOC summary: No direct IOC found.\n\nSummary: Step 10/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.60\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.1\nPublisher: compromised-account-fd\nPublished: 2026-03-29\nVersions: ['4.0.0', '4.0.1']\nDependencies: None\nIOC summary: ['dns exfil via TXT record to attacker-c2.net']\n\nSummary: Step 11/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.65\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.0\nPublisher: form-data-team\nPublished: 2025-06-15\nVersions: ['4.0.0']\nDependencies: None\nIOC summary: No direct IOC found.\n\nSummary: Step 12/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.70\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents of node-fetch@3.3.2 (5 total): ['checkout-service', 'inventory-api', 'notification-service', 'reporting-service', 'search-service']\n\nSummary: Step 13/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.77\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"checkout-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'checkout-service' with incident guidance.\n\nSummary: Step 14/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:1 Attacker:0.82\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"inventory-api\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'inventory-api' with incident guidance.\n\nSummary: Step 15/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:2 Attacker:0.88\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"notification-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'notification-service' with incident guidance.\n\nSummary: Step 16/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:3 Attacker:0.93\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"reporting-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'reporting-service' with incident guidance.\n\nSummary: Step 17/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:4 Attacker:0.98\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"search-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'search-service' with incident guidance.\n\nSummary: Step 18/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents 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']\n\nSummary: Step 19/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"analytics-job\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'analytics-job' with incident guidance.\n\nSummary: Step 20/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:6 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"crm-sync\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'crm-sync' with incident guidance.\n\nSummary: Step 21/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:7 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"data-pipeline\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'data-pipeline' with incident guidance.\n\nSummary: Step 22/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:8 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"email-sender\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'email-sender' with incident guidance.\n\nSummary: Step 23/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:9 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"file-uploader\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'file-uploader' with incident guidance.\n\nSummary: Step 24/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:10 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"legacy-importer\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'legacy-importer' with incident guidance.\n\nSummary: Step 25/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:11 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"webhook-processor\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'webhook-processor' with incident guidance.\n\nSummary: Step 26/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:12 Attacker:1.00\nVisible alerts: ['Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\n[INCIDENT ALERT] Task: MEDIUM\nA 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.\n\nPackages in scope: ['node-fetch@3.3.2', 'form-data@4.0.1', 'form-data@4.0.0']\nExfiltration window: 18 steps (budget: 27 total)\nCommands: inspect_package, check_dependents, rotate_secret, quarantine, notify, scan_logs, conclude\n\nSummary: Step 0/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.00\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - node-fetch@3.3.2:\n  No IOCs found in node-fetch itself. Check its dependencies.\nAdditional hidden signal: Webhook signer mismatch observed in one failed retry path.\n\nSummary: Step 1/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.05\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.1:\n  DNS query log: TXT attacker-c2.net \u2014 payload = base64(AWS_ACCESS_KEY_ID + AWS_SECRET_ACCESS_KEY). First seen 2026-03-30T02:14:08Z from data-pipeline container.\n\nSummary: Step 2/27 | KnownPackages:1 KnownSecrets:5 Q:0 R:0 N:0 Attacker:0.10\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: ['form-data@4.0.1']\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"quarantine\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nQuarantined 'form-data@4.0.1'. Registry blocks future installs.\n\nSummary: Step 3/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:0 N:0 Attacker:0.16\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_ACCESS_KEY_ID\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_ACCESS_KEY_ID' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 4/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:1 N:0 Attacker:0.22\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_SECRET_ACCESS_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_SECRET_ACCESS_KEY' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 5/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:2 N:0 Attacker:0.27\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: ['SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"SENDGRID_API_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'SENDGRID_API_KEY' (CRITICAL).\nOwner: email-sender. Old value invalidated.\n\nSummary: Step 6/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:3 N:0 Attacker:0.32\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: ['WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"WEBHOOK_SIGNING_SECRET\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'WEBHOOK_SIGNING_SECRET' (standard).\nOwner: webhook-processor. Old value invalidated.\n\nSummary: Step 7/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:4 N:0 Attacker:0.37\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: ['POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"POSTGRES_PASSWORD\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'POSTGRES_PASSWORD' (CRITICAL).\nOwner: reporting-service. Old value invalidated.\n\nSummary: Step 8/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.44\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.0:\n  No suspicious entries found for form-data@4.0.0.\nAdditional hidden signal: Container image digest mismatch in reporting-service.\n\nSummary: Step 9/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.49\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: node-fetch@3.3.2\nPublisher: node-fetch-team\nPublished: 2025-09-01\nVersions: ['3.3.1', '3.3.2']\nDependencies: ['form-data@4.0.1']\nIOC summary: No direct IOC found.\n\nSummary: Step 10/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.55\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.1\nPublisher: compromised-account-fd\nPublished: 2026-03-29\nVersions: ['4.0.0', '4.0.1']\nDependencies: None\nIOC summary: ['dns exfil via TXT record to attacker-c2.net']\n\nSummary: Step 11/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.60\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.0\nPublisher: form-data-team\nPublished: 2025-06-15\nVersions: ['4.0.0']\nDependencies: None\nIOC summary: No direct IOC found.\n\nSummary: Step 12/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.66\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents of node-fetch@3.3.2 (5 total): ['checkout-service', 'inventory-api', 'notification-service', 'reporting-service', 'search-service']\n\nSummary: Step 13/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.71\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"checkout-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'checkout-service' with incident guidance.\n\nSummary: Step 14/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:1 Attacker:0.76\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"inventory-api\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'inventory-api' with incident guidance.\n\nSummary: Step 15/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:2 Attacker:0.81\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"notification-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'notification-service' with incident guidance.\n\nSummary: Step 16/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:3 Attacker:0.87\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"reporting-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'reporting-service' with incident guidance.\n\nSummary: Step 17/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:4 Attacker:0.92\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"search-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'search-service' with incident guidance.\n\nSummary: Step 18/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:0.98\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents 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']\n\nSummary: Step 19/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"analytics-job\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'analytics-job' with incident guidance.\n\nSummary: Step 20/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:6 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"crm-sync\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'crm-sync' with incident guidance.\n\nSummary: Step 21/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:7 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"data-pipeline\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'data-pipeline' with incident guidance.\n\nSummary: Step 22/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:8 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"email-sender\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'email-sender' with incident guidance.\n\nSummary: Step 23/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:9 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"file-uploader\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'file-uploader' with incident guidance.\n\nSummary: Step 24/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:10 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"legacy-importer\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'legacy-importer' with incident guidance.\n\nSummary: Step 25/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:11 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"webhook-processor\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'webhook-processor' with incident guidance.\n\nSummary: Step 26/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:12 Attacker:1.00\nVisible alerts: ['Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\n[INCIDENT ALERT] Task: MEDIUM\nA 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.\n\nPackages in scope: ['node-fetch@3.3.2', 'form-data@4.0.1', 'form-data@4.0.0']\nExfiltration window: 18 steps (budget: 27 total)\nCommands: inspect_package, check_dependents, rotate_secret, quarantine, notify, scan_logs, conclude\n\nSummary: Step 0/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.00\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - node-fetch@3.3.2:\n  No IOCs found in node-fetch itself. Check its dependencies.\nAdditional hidden signal: IAM key used outside normal deployment window.\n\nSummary: Step 1/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.06\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.1:\n  DNS query log: TXT attacker-c2.net \u2014 payload = base64(AWS_ACCESS_KEY_ID + AWS_SECRET_ACCESS_KEY). First seen 2026-03-30T02:14:08Z from data-pipeline container.\nAdditional hidden signal: Webhook signer mismatch observed in one failed retry path.\n\nSummary: Step 2/27 | KnownPackages:1 KnownSecrets:5 Q:0 R:0 N:0 Attacker:0.12\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: ['form-data@4.0.1']\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"quarantine\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nQuarantined 'form-data@4.0.1'. Registry blocks future installs.\n\nSummary: Step 3/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:0 N:0 Attacker:0.20\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_ACCESS_KEY_ID\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_ACCESS_KEY_ID' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 4/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:1 N:0 Attacker:0.25\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_SECRET_ACCESS_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_SECRET_ACCESS_KEY' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 5/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:2 N:0 Attacker:0.30\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: ['SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"SENDGRID_API_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'SENDGRID_API_KEY' (CRITICAL).\nOwner: email-sender. Old value invalidated.\n\nSummary: Step 6/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:3 N:0 Attacker:0.36\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: ['WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"WEBHOOK_SIGNING_SECRET\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'WEBHOOK_SIGNING_SECRET' (standard).\nOwner: webhook-processor. Old value invalidated.\n\nSummary: Step 7/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:4 N:0 Attacker:0.42\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: ['POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"POSTGRES_PASSWORD\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'POSTGRES_PASSWORD' (CRITICAL).\nOwner: reporting-service. Old value invalidated.\n\nSummary: Step 8/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.47\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.0:\n  No suspicious entries found for form-data@4.0.0.\nAdditional hidden signal: Container image digest mismatch in reporting-service.\n\nSummary: Step 9/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.54\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: node-fetch@3.3.2\nPublisher: node-fetch-team\nPublished: 2025-09-01\nVersions: ['3.3.1', '3.3.2']\nDependencies: ['form-data@4.0.1']\nIOC summary: No direct IOC found.\n\nSummary: Step 10/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.61\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.1\nPublisher: compromised-account-fd\nPublished: 2026-03-29\nVersions: ['4.0.0', '4.0.1']\nDependencies: None\nIOC summary: ['dns exfil via TXT record to attacker-c2.net']\n\nSummary: Step 11/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.66\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.0\nPublisher: form-data-team\nPublished: 2025-06-15\nVersions: ['4.0.0']\nDependencies: None\nIOC summary: No direct IOC found.\n\nSummary: Step 12/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.71\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents of node-fetch@3.3.2 (5 total): ['checkout-service', 'inventory-api', 'notification-service', 'reporting-service', 'search-service']\n\nSummary: Step 13/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.76\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"checkout-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'checkout-service' with incident guidance.\n\nSummary: Step 14/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:1 Attacker:0.82\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"inventory-api\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'inventory-api' with incident guidance.\n\nSummary: Step 15/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:2 Attacker:0.88\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"notification-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'notification-service' with incident guidance.\n\nSummary: Step 16/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:3 Attacker:0.94\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"reporting-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'reporting-service' with incident guidance.\n\nSummary: Step 17/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:4 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"search-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'search-service' with incident guidance.\n\nSummary: Step 18/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents 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']\n\nSummary: Step 19/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"analytics-job\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'analytics-job' with incident guidance.\n\nSummary: Step 20/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:6 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"crm-sync\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'crm-sync' with incident guidance.\n\nSummary: Step 21/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:7 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"data-pipeline\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'data-pipeline' with incident guidance.\n\nSummary: Step 22/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:8 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"email-sender\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'email-sender' with incident guidance.\n\nSummary: Step 23/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:9 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"file-uploader\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'file-uploader' with incident guidance.\n\nSummary: Step 24/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:10 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"legacy-importer\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'legacy-importer' with incident guidance.\n\nSummary: Step 25/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:11 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"webhook-processor\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'webhook-processor' with incident guidance.\n\nSummary: Step 26/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:12 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Webhook signer mismatch observed in one failed retry path.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\n[INCIDENT ALERT] Task: MEDIUM\nA 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.\n\nPackages in scope: ['node-fetch@3.3.2', 'form-data@4.0.1', 'form-data@4.0.0']\nExfiltration window: 18 steps (budget: 27 total)\nCommands: inspect_package, check_dependents, rotate_secret, quarantine, notify, scan_logs, conclude\n\nSummary: Step 0/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.00\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - node-fetch@3.3.2:\n  No IOCs found in node-fetch itself. Check its dependencies.\nAdditional hidden signal: IAM key used outside normal deployment window.\n\nSummary: Step 1/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.06\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.1:\n  DNS query log: TXT attacker-c2.net \u2014 payload = base64(AWS_ACCESS_KEY_ID + AWS_SECRET_ACCESS_KEY). First seen 2026-03-30T02:14:08Z from data-pipeline container.\nAdditional hidden signal: Container image digest mismatch in reporting-service.\n\nSummary: Step 2/27 | KnownPackages:1 KnownSecrets:5 Q:0 R:0 N:0 Attacker:0.13\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: ['form-data@4.0.1']\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"quarantine\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nQuarantined 'form-data@4.0.1'. Registry blocks future installs.\n\nSummary: Step 3/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:0 N:0 Attacker:0.18\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_ACCESS_KEY_ID\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_ACCESS_KEY_ID' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 4/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:1 N:0 Attacker:0.23\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_SECRET_ACCESS_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_SECRET_ACCESS_KEY' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 5/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:2 N:0 Attacker:0.30\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: ['SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"SENDGRID_API_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'SENDGRID_API_KEY' (CRITICAL).\nOwner: email-sender. Old value invalidated.\n\nSummary: Step 6/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:3 N:0 Attacker:0.35\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: ['WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"WEBHOOK_SIGNING_SECRET\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'WEBHOOK_SIGNING_SECRET' (standard).\nOwner: webhook-processor. Old value invalidated.\n\nSummary: Step 7/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:4 N:0 Attacker:0.40\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: ['POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"POSTGRES_PASSWORD\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'POSTGRES_PASSWORD' (CRITICAL).\nOwner: reporting-service. Old value invalidated.\n\nSummary: Step 8/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.47\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.0:\n  No suspicious entries found for form-data@4.0.0.\n\nSummary: Step 9/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.53\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: node-fetch@3.3.2\nPublisher: node-fetch-team\nPublished: 2025-09-01\nVersions: ['3.3.1', '3.3.2']\nDependencies: ['form-data@4.0.1']\nIOC summary: No direct IOC found.\n\nSummary: Step 10/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.58\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.1\nPublisher: compromised-account-fd\nPublished: 2026-03-29\nVersions: ['4.0.0', '4.0.1']\nDependencies: None\nIOC summary: ['dns exfil via TXT record to attacker-c2.net']\n\nSummary: Step 11/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.64\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.0\nPublisher: form-data-team\nPublished: 2025-06-15\nVersions: ['4.0.0']\nDependencies: None\nIOC summary: No direct IOC found.\n\nSummary: Step 12/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.69\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents of node-fetch@3.3.2 (5 total): ['checkout-service', 'inventory-api', 'notification-service', 'reporting-service', 'search-service']\n\nSummary: Step 13/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.74\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"checkout-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'checkout-service' with incident guidance.\n\nSummary: Step 14/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:1 Attacker:0.80\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"inventory-api\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'inventory-api' with incident guidance.\n\nSummary: Step 15/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:2 Attacker:0.85\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"notification-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'notification-service' with incident guidance.\n\nSummary: Step 16/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:3 Attacker:0.92\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"reporting-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'reporting-service' with incident guidance.\n\nSummary: Step 17/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:4 Attacker:0.97\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"search-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'search-service' with incident guidance.\n\nSummary: Step 18/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents 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']\n\nSummary: Step 19/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"analytics-job\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'analytics-job' with incident guidance.\n\nSummary: Step 20/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:6 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"crm-sync\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'crm-sync' with incident guidance.\n\nSummary: Step 21/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:7 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"data-pipeline\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'data-pipeline' with incident guidance.\n\nSummary: Step 22/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:8 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"email-sender\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'email-sender' with incident guidance.\n\nSummary: Step 23/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:9 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"file-uploader\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'file-uploader' with incident guidance.\n\nSummary: Step 24/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:10 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"legacy-importer\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'legacy-importer' with incident guidance.\n\nSummary: Step 25/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:11 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"webhook-processor\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'webhook-processor' with incident guidance.\n\nSummary: Step 26/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:12 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.', 'Container image digest mismatch in reporting-service.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\n[INCIDENT ALERT] Task: MEDIUM\nA 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.\n\nPackages in scope: ['node-fetch@3.3.2', 'form-data@4.0.1', 'form-data@4.0.0']\nExfiltration window: 18 steps (budget: 27 total)\nCommands: inspect_package, check_dependents, rotate_secret, quarantine, notify, scan_logs, conclude\n\nSummary: Step 0/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.00\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - node-fetch@3.3.2:\n  No IOCs found in node-fetch itself. Check its dependencies.\n\nSummary: Step 1/27 | KnownPackages:0 KnownSecrets:0 Q:0 R:0 N:0 Attacker:0.05\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.1:\n  DNS query log: TXT attacker-c2.net \u2014 payload = base64(AWS_ACCESS_KEY_ID + AWS_SECRET_ACCESS_KEY). First seen 2026-03-30T02:14:08Z from data-pipeline container.\n\nSummary: Step 2/27 | KnownPackages:1 KnownSecrets:5 Q:0 R:0 N:0 Attacker:0.12\nVisible alerts: []\nKnown malicious packages: ['form-data@4.0.1']\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"quarantine\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nQuarantined 'form-data@4.0.1'. Registry blocks future installs.\n\nSummary: Step 3/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:0 N:0 Attacker:0.17\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_ACCESS_KEY_ID\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_ACCESS_KEY_ID' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 4/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:1 N:0 Attacker:0.24\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['AWS_SECRET_ACCESS_KEY', 'SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"AWS_SECRET_ACCESS_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'AWS_SECRET_ACCESS_KEY' (CRITICAL).\nOwner: data-pipeline. Old value invalidated.\n\nSummary: Step 5/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:2 N:0 Attacker:0.30\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['SENDGRID_API_KEY', 'WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"SENDGRID_API_KEY\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'SENDGRID_API_KEY' (CRITICAL).\nOwner: email-sender. Old value invalidated.\n\nSummary: Step 6/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:3 N:0 Attacker:0.35\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['WEBHOOK_SIGNING_SECRET', 'POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"WEBHOOK_SIGNING_SECRET\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'WEBHOOK_SIGNING_SECRET' (standard).\nOwner: webhook-processor. Old value invalidated.\n\nSummary: Step 7/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:4 N:0 Attacker:0.40\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: ['POSTGRES_PASSWORD']\n", "completion": "{\"command\": \"rotate_secret\", \"parameters\": {\"secret\": \"POSTGRES_PASSWORD\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nRotated 'POSTGRES_PASSWORD' (CRITICAL).\nOwner: reporting-service. Old value invalidated.\n\nSummary: Step 8/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.46\nVisible alerts: []\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"scan_logs\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nCI/CD log scan - form-data@4.0.0:\n  No suspicious entries found for form-data@4.0.0.\nAdditional hidden signal: IAM key used outside normal deployment window.\n\nSummary: Step 9/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.51\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: node-fetch@3.3.2\nPublisher: node-fetch-team\nPublished: 2025-09-01\nVersions: ['3.3.1', '3.3.2']\nDependencies: ['form-data@4.0.1']\nIOC summary: No direct IOC found.\n\nSummary: Step 10/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.56\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.1\nPublisher: compromised-account-fd\nPublished: 2026-03-29\nVersions: ['4.0.0', '4.0.1']\nDependencies: None\nIOC summary: ['dns exfil via TXT record to attacker-c2.net']\n\nSummary: Step 11/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.62\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"inspect_package\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nInspection: form-data@4.0.0\nPublisher: form-data-team\nPublished: 2025-06-15\nVersions: ['4.0.0']\nDependencies: None\nIOC summary: No direct IOC found.\n\nSummary: Step 12/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.68\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"node-fetch@3.3.2\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents of node-fetch@3.3.2 (5 total): ['checkout-service', 'inventory-api', 'notification-service', 'reporting-service', 'search-service']\n\nSummary: Step 13/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:0 Attacker:0.74\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"checkout-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'checkout-service' with incident guidance.\n\nSummary: Step 14/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:1 Attacker:0.79\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"inventory-api\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'inventory-api' with incident guidance.\n\nSummary: Step 15/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:2 Attacker:0.86\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"notification-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'notification-service' with incident guidance.\n\nSummary: Step 16/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:3 Attacker:0.92\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"reporting-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'reporting-service' with incident guidance.\n\nSummary: Step 17/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:4 Attacker:0.98\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"search-service\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'search-service' with incident guidance.\n\nSummary: Step 18/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.1\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nDependents 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']\n\nSummary: Step 19/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:5 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"analytics-job\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'analytics-job' with incident guidance.\n\nSummary: Step 20/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:6 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"crm-sync\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'crm-sync' with incident guidance.\n\nSummary: Step 21/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:7 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"data-pipeline\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'data-pipeline' with incident guidance.\n\nSummary: Step 22/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:8 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"email-sender\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'email-sender' with incident guidance.\n\nSummary: Step 23/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:9 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"file-uploader\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'file-uploader' with incident guidance.\n\nSummary: Step 24/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:10 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"legacy-importer\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'legacy-importer' with incident guidance.\n\nSummary: Step 25/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:11 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"notify\", \"parameters\": {\"team\": \"webhook-processor\"}}"}
{"prompt": "You are acting inside Agentic Security Lab.\nReturn one JSON action with keys command and parameters.\n\nObservation:\nNotified 'webhook-processor' with incident guidance.\n\nSummary: Step 26/27 | KnownPackages:1 KnownSecrets:5 Q:1 R:5 N:12 Attacker:1.00\nVisible alerts: ['IAM key used outside normal deployment window.']\nKnown malicious packages: []\nKnown exposed secrets: []\n", "completion": "{\"command\": \"check_dependents\", \"parameters\": {\"package\": \"form-data@4.0.0\"}}"}