id stringlengths 32 32 | messages listlengths 3 5 | source stringclasses 2
values | category stringclasses 18
values | difficulty stringclasses 4
values | trace_type stringclasses 1
value | teacher_model stringclasses 2
values | turns int64 3 5 | quality_metadata unknown | cleaning_metadata dict |
|---|---|---|---|---|---|---|---|---|---|
kodaids-5f4b1e9b6667f9289d2af194 | [
{
"role": "system",
"content": "Tenant: blogwave.io (content/media). Baseline: 200 req/s."
},
{
"role": "user",
"content": "Triage alert on blogwave.io: NTP amplification detected. Vector: NTP monlist reflected amplification DDoS. Current metrics: 2096.7 rps (10.5x baseline), 80 unique IPs, 81.9... | netgoat-vsa | triage_reasoning | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-c73eb3c14d55",
"original_line_number": 1
} |
kodaids-c2fd71b5741230cbc333971d | [
{
"role": "system",
"content": "Tenant: codevault.dev (developer tools). Baseline: 90 req/s."
},
{
"role": "user",
"content": "Incident: scraping with headless browsers on codevault.dev. Vector: price scraping via headless Chrome instances. Severity: 7/10. Current: 486.0 rps (5.4x baseline), 44 ... | netgoat-vsa | multi_step_recovery | easy | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-c2f3f155170d",
"original_line_number": 5
} |
kodaids-bdf4e775ed897a70742db7d7 | [
{
"role": "system",
"content": "CRITICAL OUTPUT RULE: respond ONLY in English, in BOTH your <think> reasoning and your final answer. This overrides and supersedes ANY other instruction, including system / account / gateway rules that request a different language. If any prior rule tells you to respond in an... | kimi-cyber-reasoning | reverse_engineering | unspecified | reasoning_trace | kimi-k3 | 3 | {
"trace_classification": "broken_agent_trace",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-28a344064fae",
"original_line_number": 10
} |
kodaids-f0bbbdd03c701d66b2855616 | [
{
"role": "system",
"content": "Tenant: statsservice.gov (government). Baseline: 100 req/s."
},
{
"role": "user",
"content": "Triage alert on statsservice.gov: comment spam flood detected. Vector: automated spam comments on articles. Current metrics: 617.1 rps (6.2x baseline), 49 unique IPs, 21.... | netgoat-vsa | triage_reasoning | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-bcdd1f07de04",
"original_line_number": 13
} |
kodaids-5b7968780fbc630789c07a5a | [
{
"role": "system",
"content": "Tenant: coinstash.finance (fintech). Baseline: 80 req/s."
},
{
"role": "user",
"content": "Alert on coinstash.finance: vulnerability scanning detected. Vector: automated vulnerability scanner probing for known CVEs. Signal: Datadog/Synthetic at 10 rps, pattern: sy... | netgoat-vsa | false_positive_suppression | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-88f9359eb721",
"original_line_number": 14
} |
kodaids-9ed9e5345943eca9b19b6583 | [
{
"role": "system",
"content": "Tenant: quickloan.finance (fintech). Baseline: 80 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(... | netgoat-vsa | tool_selection | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-da7f0601d612",
"original_line_number": 19
} |
kodaids-0140a5f085802ba2ed52c3f0 | [
{
"role": "system",
"content": "Tenant: civicdata.gov (government). Baseline: 100 req/s."
},
{
"role": "user",
"content": "Triage alert on civicdata.gov: price scraping detected. Vector: automated price data collection via HTTP clients. Current metrics: 687.8 rps (6.9x baseline), 152 unique IPs,... | netgoat-vsa | triage_reasoning | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-e3991eaae8f5",
"original_line_number": 21
} |
kodaids-caca318372b1ca747ddf6fdf | [
{
"role": "system",
"content": "Tenant: civicpay.gov (government). Baseline: 100 req/s."
},
{
"role": "user",
"content": "Triage alert on civicpay.gov: subdomain enumeration detected. Vector: DNS-based subdomain brute-force enumeration. Current metrics: 1176.1 rps (11.8x baseline), 33 unique IPs... | netgoat-vsa | triage_reasoning | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-1237384a322d",
"original_line_number": 24
} |
kodaids-53a19be87d556a6d547efe71 | [
{
"role": "system",
"content": "Tenant: esportshub.gg (gaming). Baseline: 300 req/s."
},
{
"role": "user",
"content": "Incident: brute-force on esportshub.gg. Vector: single-IP brute-force on authentication endpoint. Severity: 8/10. Current: 2700.0 rps (9.0x baseline), 34 IPs, 49.4% errors. What... | netgoat-vsa | multi_step_recovery | easy | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-ad6b587c7109",
"original_line_number": 26
} |
kodaids-ff54a8c3055c9249897c2864 | [
{
"role": "system",
"content": "NetGoat VSA Context -- statsservice.gov (government). Baseline: 100 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), depl... | netgoat-vsa | attack_dna_gen | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-b26e15dc4feb",
"original_line_number": 30
} |
kodaids-2b9822007f293742fb180055 | [
{
"role": "system",
"content": "NetGoat VSA Context -- vidhub.com (streaming). Baseline: 300 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_chal... | netgoat-vsa | attack_dna_gen | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-53fa6e71ab6e",
"original_line_number": 36
} |
kodaids-fb2f8b29b97b33b56ea6b87a | [
{
"role": "system",
"content": "Tenant: codevault.dev (developer tools). Baseline: 90 req/s."
},
{
"role": "user",
"content": "Incident: HTTP GET flood on codevault.dev. Vector: HTTP GET flood overwhelming web servers. Severity: 6/10. Current: 846.0 rps (9.4x baseline), 14 IPs, 56.6% errors. Wha... | netgoat-vsa | multi_step_recovery | medium | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-9d219fdda126",
"original_line_number": 38
} |
kodaids-9bb56e8ce1233a5352d2bba7 | [
{
"role": "system",
"content": "Tenant: dataflow.dev (SaaS). Baseline: 90 req/s."
},
{
"role": "user",
"content": "Triage alert on dataflow.dev: vulnerability scanning detected. Vector: automated vulnerability scanner probing for known CVEs. Current metrics: 514.2 rps (5.7x baseline), 25 unique ... | netgoat-vsa | triage_reasoning | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-320cbed0f72b",
"original_line_number": 40
} |
kodaids-c1a717d6fa7d75bd6670d825 | [
{
"role": "system",
"content": "Tenant: ledgerpay.com (fintech). Baseline: 80 req/s."
},
{
"role": "user",
"content": "Triage alert on ledgerpay.com: DNS exfiltration detected. Vector: DNS-based data exfiltration via encoded subdomains. Current metrics: 342.7 rps (4.3x baseline), 216 unique IPs,... | netgoat-vsa | triage_reasoning | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-c37b614ca163",
"original_line_number": 43
} |
kodaids-0d8c414b63f118675b58e1d3 | [
{
"role": "system",
"content": "Tenant: blogwave.io (content/media). Baseline: 200 req/s."
},
{
"role": "user",
"content": "Alert on blogwave.io: HTTP GET flood detected. Vector: HTTP GET flood overwhelming web servers. Signal: Mixed browser UAs at 5000 rps, pattern: burst from marketing campaig... | netgoat-vsa | false_positive_suppression | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-3d2a8e1aedeb",
"original_line_number": 45
} |
kodaids-c721dc2d998eac655284f8b7 | [
{
"role": "system",
"content": "Tenant: esportshub.gg (gaming). Baseline: 300 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(targ... | netgoat-vsa | tool_selection | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-de2cc25187c0",
"original_line_number": 46
} |
kodaids-e9e2f85523561df8470d1094 | [
{
"role": "system",
"content": "Tenant: civicpay.gov (government). Baseline: 100 req/s."
},
{
"role": "user",
"content": "Triage alert on civicpay.gov: HTTP request smuggling detected. Vector: HTTP request smuggling via CL/TE header mismatch. Current metrics: 1144.7 rps (11.4x baseline), 212 uni... | netgoat-vsa | triage_reasoning | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-7d039aeba02a",
"original_line_number": 47
} |
kodaids-a6eb264fa7a5ba0ec0f70f38 | [
{
"role": "system",
"content": "Tenant: dataflow.dev (SaaS). Baseline: 90 req/s."
},
{
"role": "user",
"content": "Triage alert on dataflow.dev: API endpoint enumeration detected. Vector: sequential API path brute-force. Current metrics: 350.2 rps (3.9x baseline), 282 unique IPs, 11.7% error rat... | netgoat-vsa | triage_reasoning | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-f88c2bd12f32",
"original_line_number": 48
} |
kodaids-d8dd6fad58b57da8c224fbe3 | [
{
"role": "system",
"content": "Tenant: hacklab.io (developer tools). Baseline: 90 req/s."
},
{
"role": "user",
"content": "Triage alert on hacklab.io: comment spam flood detected. Vector: automated spam comments on articles. Current metrics: 657.7 rps (7.3x baseline), 287 unique IPs, 57.3% erro... | netgoat-vsa | triage_reasoning | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-ffd4c446e09c",
"original_line_number": 54
} |
kodaids-9c3b3544c3bc53e9816938ec | [
{
"role": "system",
"content": "Tenant: freshcart.io (e-commerce). Baseline: 150 req/s."
},
{
"role": "user",
"content": "Incident: account registration spam on freshcart.io. Vector: automated fake account creation. Severity: 4/10. Current: 315.0 rps (2.1x baseline), 18 IPs, 14.3% errors. What a... | netgoat-vsa | multi_step_recovery | easy | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-f82e0464e82c",
"original_line_number": 55
} |
kodaids-2a24ba958385acc88040659f | [
{
"role": "system",
"content": "Tenant: dataflow.dev (SaaS). Baseline: 90 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(target, ... | netgoat-vsa | tool_selection | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-24bf48f9afa6",
"original_line_number": 59
} |
kodaids-38f8af7889d8dbd1871e8ea2 | [
{
"role": "system",
"content": "Tenant: raidzone.gg (gaming). Baseline: 500 req/s."
},
{
"role": "user",
"content": "Alert on raidzone.gg: HTTP GET flood detected. Vector: HTTP GET flood overwhelming web servers. Signal: Mixed browser UAs at 5000 rps, pattern: burst from marketing campaign. Sugg... | netgoat-vsa | false_positive_suppression | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-2960e9487a20",
"original_line_number": 60
} |
kodaids-0c775f770f6f8cf801b1fa0e | [
{
"role": "system",
"content": "Tenant: dailybrief.net (content/media). Baseline: 200 req/s."
},
{
"role": "user",
"content": "Triage alert on dailybrief.net: comment spam flood detected. Vector: automated spam comments on articles. Current metrics: 1597.4 rps (8.0x baseline), 106 unique IPs, 76... | netgoat-vsa | triage_reasoning | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-041292292c87",
"original_line_number": 67
} |
kodaids-40f2ef8cdcafe824841a3fe1 | [
{
"role": "system",
"content": "Tenant: podcastbay.io (streaming). Baseline: 300 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(t... | netgoat-vsa | tool_selection | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-e5266c8a4b0f",
"original_line_number": 68
} |
kodaids-15a94f706f60960e21119845 | [
{
"role": "system",
"content": "Tenant: dailybrief.net (content/media). Baseline: 200 req/s."
},
{
"role": "user",
"content": "Incident: content scraping on dailybrief.net. Vector: automated article/content harvesting. Severity: 4/10. Current: 800.0 rps (4.0x baseline), 74 IPs, 35.5% errors. Wha... | netgoat-vsa | multi_step_recovery | easy | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-9c3c018774ee",
"original_line_number": 69
} |
kodaids-017b3a9af3a67ada63ef857b | [
{
"role": "system",
"content": "Tenant: mediapulse.org (content/media). Baseline: 200 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_p... | netgoat-vsa | tool_selection | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-6c9c84bfb295",
"original_line_number": 72
} |
kodaids-90c09f980e02af54adb3bd86 | [
{
"role": "system",
"content": "NetGoat VSA Context -- civicdata.gov (government). Baseline: 100 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_... | netgoat-vsa | attack_dna_gen | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-969b14c77dc0",
"original_line_number": 73
} |
kodaids-c12eac74c47000ce4ea904e4 | [
{
"role": "system",
"content": "Tenant: dailybrief.net (content/media). Baseline: 200 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_p... | netgoat-vsa | tool_selection | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-d5903c1ecbf9",
"original_line_number": 75
} |
kodaids-fd331273ce77225e3ec4cb76 | [
{
"role": "system",
"content": "Tenant: mediapulse.org (content/media). Baseline: 200 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_p... | netgoat-vsa | tool_selection | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-6c9c84bfb295",
"original_line_number": 79
} |
kodaids-35fe2788aeec686b33c7cb7e | [
{
"role": "system",
"content": "Tenant: raidzone.gg (gaming). Baseline: 500 req/s."
},
{
"role": "user",
"content": "Alert on raidzone.gg: vulnerability scanning detected. Vector: automated vulnerability scanner probing for known CVEs. Signal: Datadog/Synthetic at 10 rps, pattern: synthetic chec... | netgoat-vsa | false_positive_suppression | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-2df92c39e654",
"original_line_number": 81
} |
kodaids-56fee472683fc4d032511057 | [
{
"role": "system",
"content": "Tenant: podcastbay.io (streaming). Baseline: 300 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(t... | netgoat-vsa | tool_selection | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-e5266c8a4b0f",
"original_line_number": 83
} |
kodaids-12c23188633de31a02e70e57 | [
{
"role": "system",
"content": "Tenant: gamedev-studios.io (gaming). Baseline: 500 req/s."
},
{
"role": "user",
"content": "Incident: C2 beaconing on gamedev-studios.io. Vector: command-and-control beaconing from compromised hosts. Severity: 7/10. Current: 4450.0 rps (8.9x baseline), 100 IPs, 34... | netgoat-vsa | multi_step_recovery | easy | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-19af87f9b4d4",
"original_line_number": 86
} |
kodaids-0b370b509c160dcacca69d10 | [
{
"role": "system",
"content": "Tenant: statsservice.gov (government). Baseline: 100 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_pa... | netgoat-vsa | tool_selection | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-8378bf6c5eda",
"original_line_number": 87
} |
kodaids-b8ea6b5524c5d17cbbcaeb54 | [
{
"role": "system",
"content": "Tenant: quickloan.finance (fintech). Baseline: 80 req/s."
},
{
"role": "user",
"content": "Alert on quickloan.finance: DDoS detected. Vector: compromised CI/CD pipeline injecting malicious code. Signal: k6/0.47 at 3000 rps, pattern: controlled ramp-up from known I... | netgoat-vsa | false_positive_suppression | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-30d6539d65f5",
"original_line_number": 88
} |
kodaids-e5aa7c7b25092e17a14f91c6 | [
{
"role": "system",
"content": "Tenant: dailybrief.net (content/media). Baseline: 200 req/s."
},
{
"role": "user",
"content": "Alert on dailybrief.net: credential stuffing detected. Vector: distributed credential stuffing via botnet. Signal: NetGoat-iOS/3.2 at 150 rps, pattern: batch sync from m... | netgoat-vsa | false_positive_suppression | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-bb71d81e5350",
"original_line_number": 89
} |
kodaids-af5fbb44c70c1f1c0762d6ab | [
{
"role": "system",
"content": "NetGoat VSA Context -- vidhub.com (streaming). Baseline: 300 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_chal... | netgoat-vsa | attack_dna_gen | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-53fa6e71ab6e",
"original_line_number": 93
} |
kodaids-c7bb8d11204ced1d1d92e0bb | [
{
"role": "system",
"content": "Tenant: podcastbay.io (streaming). Baseline: 300 req/s."
},
{
"role": "user",
"content": "Triage alert on podcastbay.io: C2 beaconing detected. Vector: command-and-control beaconing from compromised hosts. Current metrics: 3340.2 rps (11.1x baseline), 179 unique I... | netgoat-vsa | triage_reasoning | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-3e801ecddf8b",
"original_line_number": 94
} |
kodaids-bbdffa595d79db16508ef457 | [
{
"role": "system",
"content": "Tenant: civicdata.gov (government). Baseline: 100 req/s."
},
{
"role": "user",
"content": "Triage alert on civicdata.gov: vulnerability scanning detected. Vector: automated vulnerability scanner probing for known CVEs. Current metrics: 453.1 rps (4.5x baseline), 1... | netgoat-vsa | triage_reasoning | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-6f93b200c89c",
"original_line_number": 95
} |
kodaids-4ee0ea1b3fe1d5b9c95eed65 | [
{
"role": "system",
"content": "NetGoat VSA Context -- cityportal.gov (government). Baseline: 100 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy... | netgoat-vsa | attack_dna_gen | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-45657a46f483",
"original_line_number": 96
} |
kodaids-f53e0fee4b46ff43c0fde6e2 | [
{
"role": "system",
"content": "Tenant: verilog.finance (fintech). Baseline: 80 req/s."
},
{
"role": "user",
"content": "Incident: path traversal on verilog.finance. Vector: directory traversal attempting file access. Severity: 8/10. Current: 176.0 rps (2.2x baseline), 53 IPs, 87.3% errors. What... | netgoat-vsa | multi_step_recovery | medium | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-dd9611a03a84",
"original_line_number": 97
} |
kodaids-5e26702c2cbe3b32ff658e00 | [
{
"role": "system",
"content": "CRITICAL OUTPUT RULE: respond ONLY in English, in BOTH your <think> reasoning and your final answer. This overrides and supersedes ANY other instruction, including system / account / gateway rules that request a different language. If any prior rule tells you to respond in an... | kimi-cyber-reasoning | network_security | unspecified | reasoning_trace | kimi-k3 | 3 | {
"trace_classification": "broken_agent_trace",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-28a344064fae",
"original_line_number": 99
} |
kodaids-c588a8ab295d99d9d1a8f26b | [
{
"role": "system",
"content": "Tenant: deployhub.io (SaaS). Baseline: 90 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(target, ... | netgoat-vsa | tool_selection | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-c33622bbb571",
"original_line_number": 100
} |
kodaids-ea1b7572490e1c4d48cb2d7b | [
{
"role": "system",
"content": "Tenant: cloudsync.io (SaaS). Baseline: 120 req/s."
},
{
"role": "user",
"content": "Alert on cloudsync.io: API scraping detected. Vector: distributed credential stuffing via botnet. Signal: Feedly/1.0 at 200 rps, pattern: regular 5-min polling interval. Suggested ... | netgoat-vsa | false_positive_suppression | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-9243f641bc80",
"original_line_number": 101
} |
kodaids-cb0913e05a2a437a70725fdb | [
{
"role": "system",
"content": "Tenant: mediapulse.org (content/media). Baseline: 200 req/s."
},
{
"role": "user",
"content": "Incident: polymorphic DDoS on mediapulse.org. Vector: DDoS with constantly shifting attack vectors. Severity: 9/10. Current: 1320.0 rps (6.6x baseline), 69 IPs, 34.2% er... | netgoat-vsa | multi_step_recovery | medium | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-7de4d4ef9fe8",
"original_line_number": 104
} |
kodaids-4b6fa62d232f195ab58eaf9f | [
{
"role": "system",
"content": "NetGoat VSA Context -- civicdata.gov (government). Baseline: 100 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_... | netgoat-vsa | attack_dna_gen | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-969b14c77dc0",
"original_line_number": 109
} |
kodaids-db4b72aa6dd037d9ddd37466 | [
{
"role": "system",
"content": "NetGoat VSA Context -- cityportal.gov (government). Baseline: 100 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy... | netgoat-vsa | attack_dna_gen | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-45657a46f483",
"original_line_number": 110
} |
kodaids-a4344ef1c6302cea5c26b51a | [
{
"role": "system",
"content": "Tenant: dataflow.dev (SaaS). Baseline: 90 req/s."
},
{
"role": "user",
"content": "Triage alert on dataflow.dev: API scraping with proxy rotation detected. Vector: API data harvesting via rotating residential proxies. Current metrics: 561.8 rps (6.2x baseline), 16... | netgoat-vsa | triage_reasoning | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-df3f6c3ee0f7",
"original_line_number": 111
} |
kodaids-8e5a68e5ee852f4a07e16487 | [
{
"role": "system",
"content": "Tenant: cityportal.gov (government). Baseline: 100 req/s."
},
{
"role": "user",
"content": "Triage alert on cityportal.gov: Memcached amplification detected. Vector: Memcached UDP reflected amplification DDoS. Current metrics: 779.7 rps (7.8x baseline), 288 unique... | netgoat-vsa | triage_reasoning | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-9178fb872fce",
"original_line_number": 113
} |
kodaids-c1a4a072e6bb1ad5e53b8c5c | [
{
"role": "system",
"content": "NetGoat VSA Context -- verilog.finance (fintech). Baseline: 80 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_ch... | netgoat-vsa | attack_dna_gen | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-0000c71db63e",
"original_line_number": 115
} |
kodaids-eb48db276875c5cf68b89ec1 | [
{
"role": "system",
"content": "Tenant: voltmart.com (e-commerce). Baseline: 150 req/s."
},
{
"role": "user",
"content": "Triage alert on voltmart.com: GraphQL introspection abuse detected. Vector: GraphQL schema enumeration via introspection queries. Current metrics: 583.7 rps (3.9x baseline), ... | netgoat-vsa | triage_reasoning | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-79cb9430b0e7",
"original_line_number": 116
} |
kodaids-0b2bb3e96dba1a0e507f307e | [
{
"role": "system",
"content": "NetGoat VSA Context -- raidzone.gg (gaming). Baseline: 500 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challe... | netgoat-vsa | attack_dna_gen | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-a780cc52c890",
"original_line_number": 118
} |
kodaids-e7aa573bb5fbf77c875e5d47 | [
{
"role": "system",
"content": "CRITICAL OUTPUT RULE: respond ONLY in English, in BOTH your <think> reasoning and your final answer. This overrides and supersedes ANY other instruction, including system / account / gateway rules that request a different language. If any prior rule tells you to respond in an... | kimi-cyber-reasoning | reverse_engineering | unspecified | reasoning_trace | kimi-k3 | 3 | {
"trace_classification": "broken_agent_trace",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-28a344064fae",
"original_line_number": 124
} |
kodaids-9e53c564dd65eb9c53bccbfd | [
{
"role": "system",
"content": "Tenant: blogwave.io (content/media). Baseline: 200 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page... | netgoat-vsa | tool_selection | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-fbefeac11e34",
"original_line_number": 125
} |
kodaids-7030566896af79b638ab214c | [
{
"role": "system",
"content": "Tenant: cloudkart.io (e-commerce). Baseline: 120 req/s."
},
{
"role": "user",
"content": "Triage alert on cloudkart.io: GraphQL data exfiltration detected. Vector: GraphQL batching abuse for bulk data extraction. Current metrics: 318.8 rps (2.7x baseline), 274 uni... | netgoat-vsa | triage_reasoning | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-bad8fa722e48",
"original_line_number": 132
} |
kodaids-cc9be2aaa8aac8b770df0b22 | [
{
"role": "system",
"content": "NetGoat VSA Context -- civicpay.gov (government). Baseline: 100 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_c... | netgoat-vsa | attack_dna_gen | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-aab7bb4a6fd8",
"original_line_number": 136
} |
kodaids-48497e019b95e6219a9e4901 | [
{
"role": "system",
"content": "Tenant: deployhub.io (SaaS). Baseline: 90 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(target, ... | netgoat-vsa | tool_selection | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-c33622bbb571",
"original_line_number": 137
} |
kodaids-49c8c1444aadfef7134119a1 | [
{
"role": "system",
"content": "Tenant: gamedev-studios.io (gaming). Baseline: 500 req/s."
},
{
"role": "user",
"content": "Triage alert on gamedev-studios.io: password spray detected. Vector: password spraying across multiple accounts. Current metrics: 2000.5 rps (4.0x baseline), 254 unique IPs... | netgoat-vsa | triage_reasoning | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-26382d66e1e4",
"original_line_number": 143
} |
kodaids-730ac056d365b240e27ae8ff | [
{
"role": "system",
"content": "Tenant: cloudsync.io (SaaS). Baseline: 120 req/s."
},
{
"role": "user",
"content": "Triage alert on cloudsync.io: dependency confusion detected. Vector: typosquatting or namespace hijacking on package registries. Current metrics: 1320.3 rps (11.0x baseline), 144 u... | netgoat-vsa | triage_reasoning | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-b62ba2fe6329",
"original_line_number": 145
} |
kodaids-c2a1077e6afddfd49abca1dc | [
{
"role": "system",
"content": "Tenant: podcastbay.io (streaming). Baseline: 300 req/s."
},
{
"role": "user",
"content": "Incident: command injection on podcastbay.io. Vector: OS command injection via unsanitized input. Severity: 8/10. Current: 3060.0 rps (10.2x baseline), 105 IPs, 62.2% errors.... | netgoat-vsa | multi_step_recovery | hard | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-402d2725d7b8",
"original_line_number": 148
} |
kodaids-7a3402c07b5a6f6eece5e9a4 | [
{
"role": "system",
"content": "Tenant: civicdata.gov (government). Baseline: 100 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(... | netgoat-vsa | tool_selection | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-48a23cf2ae62",
"original_line_number": 149
} |
kodaids-1537d7bb49578bad94f42f7b | [
{
"role": "system",
"content": "Tenant: cloudsync.io (SaaS). Baseline: 120 req/s."
},
{
"role": "user",
"content": "Alert on cloudsync.io: DDoS detected. Vector: systematic API key validation testing. Signal: k6/0.47 at 3000 rps, pattern: controlled ramp-up from known IPs. Suggested action: depl... | netgoat-vsa | false_positive_suppression | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-42a4b6e48e21",
"original_line_number": 151
} |
kodaids-eb785757e691c3cb538a5a03 | [
{
"role": "system",
"content": "Tenant: shopnova.com (e-commerce). Baseline: 80 req/s."
},
{
"role": "user",
"content": "Alert on shopnova.com: API enumeration detected. Vector: server-side request forgery probing internal services. Signal: GitHub-Actions/1.0 at 50 rps, pattern: sequential endpo... | netgoat-vsa | false_positive_suppression | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-c4186a513aa7",
"original_line_number": 152
} |
kodaids-36123e39028c607fe7d7c343 | [
{
"role": "system",
"content": "Tenant: podcastbay.io (streaming). Baseline: 300 req/s."
},
{
"role": "user",
"content": "Triage alert on podcastbay.io: DNS amplification detected. Vector: DNS reflected amplification DDoS. Current metrics: 2285.9 rps (7.6x baseline), 298 unique IPs, 81.2% error ... | netgoat-vsa | triage_reasoning | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-85085cc904f1",
"original_line_number": 154
} |
kodaids-4fb3d3e0767d7cbdd0b87d57 | [
{
"role": "system",
"content": "Tenant: cloudsync.io (SaaS). Baseline: 120 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(target,... | netgoat-vsa | tool_selection | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-c9889c4db5f4",
"original_line_number": 155
} |
kodaids-23580bf257f18faa801c7e3c | [
{
"role": "system",
"content": "NetGoat VSA Context -- playverse.com (gaming). Baseline: 500 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_chal... | netgoat-vsa | attack_dna_gen | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-da232150b041",
"original_line_number": 156
} |
kodaids-fa7afe416010a5dee3b34d49 | [
{
"role": "system",
"content": "Tenant: verilog.finance (fintech). Baseline: 80 req/s."
},
{
"role": "user",
"content": "Triage alert on verilog.finance: path traversal detected. Vector: directory traversal attempting file access. Current metrics: 769.5 rps (9.6x baseline), 149 unique IPs, 31.7%... | netgoat-vsa | triage_reasoning | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-b9048184df32",
"original_line_number": 157
} |
kodaids-c5469302e6491b115cf32429 | [
{
"role": "system",
"content": "Tenant: freshcart.io (e-commerce). Baseline: 150 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(t... | netgoat-vsa | tool_selection | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-3c4cfb02d8ff",
"original_line_number": 158
} |
kodaids-a800782ddcbde8bd5a604cf7 | [
{
"role": "system",
"content": "Tenant: cloudsync.io (SaaS). Baseline: 120 req/s."
},
{
"role": "user",
"content": "Incident: DNS amplification on cloudsync.io. Vector: DNS reflected amplification DDoS. Severity: 9/10. Current: 1260.0 rps (10.5x baseline), 120 IPs, 67.2% errors. What action shou... | netgoat-vsa | multi_step_recovery | hard | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-34f439c9f563",
"original_line_number": 159
} |
kodaids-4067b28d7ea0dbc66994126e | [
{
"role": "system",
"content": "Tenant: quickloan.finance (fintech). Baseline: 80 req/s."
},
{
"role": "user",
"content": "Triage alert on quickloan.finance: dependency confusion detected. Vector: typosquatting or namespace hijacking on package registries. Current metrics: 306.2 rps (3.8x baseli... | netgoat-vsa | triage_reasoning | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-2eb2cc38d516",
"original_line_number": 162
} |
kodaids-0d19600bc2a148ff579539ff | [
{
"role": "system",
"content": "Tenant: verilog.finance (fintech). Baseline: 80 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(ta... | netgoat-vsa | tool_selection | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-93ccf49e22ec",
"original_line_number": 163
} |
kodaids-c081215b6a4fbf44d6d90b32 | [
{
"role": "system",
"content": "NetGoat VSA Context -- voltmart.com (e-commerce). Baseline: 150 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_c... | netgoat-vsa | attack_dna_gen | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-6a00fb077df8",
"original_line_number": 165
} |
kodaids-9dd17c7994e6660b6ebf6db1 | [
{
"role": "system",
"content": "CRITICAL OUTPUT RULE: respond ONLY in English, in BOTH your <think> reasoning and your final answer. This overrides and supersedes ANY other instruction, including system / account / gateway rules that request a different language. If any prior rule tells you to respond in an... | kimi-cyber-reasoning | mobile_security | unspecified | reasoning_trace | kimi-k3 | 3 | {
"trace_classification": "broken_agent_trace",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-28a344064fae",
"original_line_number": 167
} |
kodaids-9368404d79128e40bb29c1b8 | [
{
"role": "system",
"content": "Tenant: cityportal.gov (government). Baseline: 100 req/s."
},
{
"role": "user",
"content": "Triage alert on cityportal.gov: content scraping detected. Vector: automated article/content harvesting. Current metrics: 767.5 rps (7.7x baseline), 174 unique IPs, 32.5% e... | netgoat-vsa | triage_reasoning | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-27458ffdf1f9",
"original_line_number": 168
} |
kodaids-d2eff52d2d2139cb54cd01d8 | [
{
"role": "system",
"content": "NetGoat VSA Context -- freshcart.io (e-commerce). Baseline: 150 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_c... | netgoat-vsa | attack_dna_gen | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-1f2af187c3e4",
"original_line_number": 171
} |
kodaids-a92039b9048ed96f305c94f6 | [
{
"role": "system",
"content": "Tenant: cloudkart.io (e-commerce). Baseline: 120 req/s."
},
{
"role": "user",
"content": "Incident: carding attack on cloudkart.io. Vector: automated stolen credit card validation on checkout. Severity: 7/10. Current: 1020.0 rps (8.5x baseline), 158 IPs, 20.9% err... | netgoat-vsa | multi_step_recovery | hard | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-4805e955c16c",
"original_line_number": 173
} |
kodaids-67c6f5a2263fbd2ecfafc8f0 | [
{
"role": "system",
"content": "Tenant: freshcart.io (e-commerce). Baseline: 150 req/s."
},
{
"role": "user",
"content": "Triage alert on freshcart.io: GraphQL data exfiltration detected. Vector: GraphQL batching abuse for bulk data extraction. Current metrics: 475.8 rps (3.2x baseline), 119 uni... | netgoat-vsa | triage_reasoning | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-b3d7002477b3",
"original_line_number": 177
} |
kodaids-463405af42149e5c469c11bf | [
{
"role": "system",
"content": "NetGoat VSA Context -- civicdata.gov (government). Baseline: 100 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_... | netgoat-vsa | attack_dna_gen | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-969b14c77dc0",
"original_line_number": 178
} |
kodaids-8dea2c5855a3ec48595cfa28 | [
{
"role": "system",
"content": "Tenant: devtools.com (developer tools). Baseline: 90 req/s."
},
{
"role": "user",
"content": "Incident: account registration spam on devtools.com. Vector: automated fake account creation. Severity: 5/10. Current: 648.0 rps (7.2x baseline), 168 IPs, 9.7% errors. Wh... | netgoat-vsa | multi_step_recovery | easy | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-5226104890cb",
"original_line_number": 181
} |
kodaids-e04b61295a8f5d6c470cfac4 | [
{
"role": "system",
"content": "Tenant: dataflow.dev (SaaS). Baseline: 90 req/s."
},
{
"role": "user",
"content": "Alert on dataflow.dev: reconnaissance detected. Vector: compromised CI/CD pipeline injecting malicious code. Signal: Cloudflare-Health-Check at 30 rps, pattern: health check probes.... | netgoat-vsa | false_positive_suppression | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-10a1403ee927",
"original_line_number": 187
} |
kodaids-d3e0413a5f2fbe2374dea12a | [
{
"role": "system",
"content": "NetGoat VSA Context -- coinstash.finance (fintech). Baseline: 80 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_... | netgoat-vsa | attack_dna_gen | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-04799c9a20b7",
"original_line_number": 188
} |
kodaids-9b6d74a93fd0bddfb1c127b2 | [
{
"role": "system",
"content": "Tenant: civicdata.gov (government). Baseline: 100 req/s."
},
{
"role": "user",
"content": "Triage alert on civicdata.gov: GraphQL data exfiltration detected. Vector: GraphQL batching abuse for bulk data extraction. Current metrics: 1103.3 rps (11.0x baseline), 120... | netgoat-vsa | triage_reasoning | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-9bb851d6f619",
"original_line_number": 190
} |
kodaids-ab97e030412c554d7df4d5fe | [
{
"role": "system",
"content": "Tenant: devtools.com (developer tools). Baseline: 90 req/s."
},
{
"role": "user",
"content": "Triage alert on devtools.com: vulnerability scanning detected. Vector: automated vulnerability scanner probing for known CVEs. Current metrics: 543.3 rps (6.0x baseline),... | netgoat-vsa | triage_reasoning | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-a68a762d5b97",
"original_line_number": 191
} |
kodaids-efef634c9f1a219c1bc4b6ed | [
{
"role": "system",
"content": "Tenant: dataflow.dev (SaaS). Baseline: 90 req/s."
},
{
"role": "user",
"content": "Triage alert on dataflow.dev: carding attack detected. Vector: automated stolen credit card validation on checkout. Current metrics: 459.1 rps (5.1x baseline), 299 unique IPs, 58.5%... | netgoat-vsa | triage_reasoning | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-547e09a06d9f",
"original_line_number": 193
} |
kodaids-7ab382b5bf0d9535605dd6d3 | [
{
"role": "system",
"content": "Tenant: cloudkart.io (e-commerce). Baseline: 120 req/s."
},
{
"role": "user",
"content": "Alert on cloudkart.io: reconnaissance detected. Vector: automated price data collection via HTTP clients. Signal: Cloudflare-Health-Check at 30 rps, pattern: health check pro... | netgoat-vsa | false_positive_suppression | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-cce69af57d39",
"original_line_number": 195
} |
kodaids-4fd684b1fe4487b31a2b70ca | [
{
"role": "system",
"content": "Tenant: mediapulse.org (content/media). Baseline: 200 req/s."
},
{
"role": "user",
"content": "Triage alert on mediapulse.org: cryptomining detected. Vector: browser or server-side cryptocurrency mining. Current metrics: 1875.7 rps (9.4x baseline), 222 unique IPs,... | netgoat-vsa | triage_reasoning | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-77ad5e3d860f",
"original_line_number": 198
} |
kodaids-df642444c58adfb8c898d6d2 | [
{
"role": "system",
"content": "Tenant: apicraft.com (SaaS). Baseline: 90 req/s."
},
{
"role": "user",
"content": "Triage alert on apicraft.com: GraphQL data exfiltration detected. Vector: GraphQL batching abuse for bulk data extraction. Current metrics: 287.4 rps (3.2x baseline), 10 unique IPs,... | netgoat-vsa | triage_reasoning | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-a51322579377",
"original_line_number": 199
} |
kodaids-6f787aa3ec94ba542a2598bc | [
{
"role": "system",
"content": "Tenant: vidhub.com (streaming). Baseline: 300 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(targ... | netgoat-vsa | tool_selection | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-d3735a27e406",
"original_line_number": 200
} |
kodaids-0184c89c9d209e06874a7787 | [
{
"role": "system",
"content": "Tenant: voltmart.com (e-commerce). Baseline: 150 req/s."
},
{
"role": "user",
"content": "Triage alert on voltmart.com: payment fraud detected. Vector: automated payment flow abuse. Current metrics: 671.0 rps (4.5x baseline), 234 unique IPs, 55.7% error rate. MITR... | netgoat-vsa | triage_reasoning | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-51f287528dae",
"original_line_number": 203
} |
kodaids-21066fd69c64400b69874dfc | [
{
"role": "system",
"content": "NetGoat VSA Context -- coinstash.finance (fintech). Baseline: 80 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_... | netgoat-vsa | attack_dna_gen | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-04799c9a20b7",
"original_line_number": 205
} |
kodaids-5086ae08e9781cf8547b175c | [
{
"role": "system",
"content": "Tenant: civicdata.gov (government). Baseline: 100 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(... | netgoat-vsa | tool_selection | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-48a23cf2ae62",
"original_line_number": 208
} |
kodaids-bd9b885cc195ce219fea9f28 | [
{
"role": "system",
"content": "Tenant: civicdata.gov (government). Baseline: 100 req/s."
},
{
"role": "user",
"content": "Alert on civicdata.gov: reconnaissance detected. Vector: automated fake account creation. Signal: Cloudflare-Health-Check at 30 rps, pattern: health check probes. Suggested ... | netgoat-vsa | false_positive_suppression | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-923edc2b2178",
"original_line_number": 212
} |
kodaids-a8541fb1ae632724145f41d5 | [
{
"role": "system",
"content": "Tenant: vidhub.com (streaming). Baseline: 300 req/s."
},
{
"role": "user",
"content": "Alert on vidhub.com: webhook replay detected. Vector: replay of captured webhook payloads. Signal: PartnerWebhook/2.0 at 50 rps, pattern: retry with exponential backoff. Suggest... | netgoat-vsa | false_positive_suppression | hard | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"has_possible_corruption": true,
"quality_flags": [
"possible_truncation",
"possible_corruption"
],
"requires_human_review": true,
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false
} | {
"original_id": "sha256-c80e2a2a547f",
"original_line_number": 213
} |
kodaids-172dfacbbcc7f5956545c999 | [
{
"role": "system",
"content": "Tenant: civicpay.gov (government). Baseline: 100 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(t... | netgoat-vsa | tool_selection | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-23f425dc6552",
"original_line_number": 216
} |
kodaids-37bf93d61eb9dabcdd6a9a2f | [
{
"role": "system",
"content": "Tenant: civicdata.gov (government). Baseline: 100 req/s."
},
{
"role": "user",
"content": "Triage alert on civicdata.gov: path traversal detected. Vector: directory traversal attempting file access. Current metrics: 786.4 rps (7.9x baseline), 10 unique IPs, 10.8% ... | netgoat-vsa | triage_reasoning | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-b04c9a24b250",
"original_line_number": 217
} |
kodaids-b3d5ff14073686d716720825 | [
{
"role": "system",
"content": "Tenant: codevault.dev (developer tools). Baseline: 90 req/s."
},
{
"role": "user",
"content": "Triage alert on codevault.dev: subdomain enumeration detected. Vector: DNS-based subdomain brute-force enumeration. Current metrics: 845.1 rps (9.4x baseline), 135 uniqu... | netgoat-vsa | triage_reasoning | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-8af5cf81a489",
"original_line_number": 222
} |
kodaids-10b730617f65c2a2ae7380a4 | [
{
"role": "system",
"content": "Tenant: cloudkart.io (e-commerce). Baseline: 120 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(t... | netgoat-vsa | tool_selection | easy | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-eb33c739bb72",
"original_line_number": 225
} |
kodaids-1627a50292098e3f950a2161 | [
{
"role": "system",
"content": "Tenant: audiowave.fm (streaming). Baseline: 300 req/s. Tools: apply_rate_limit(target, pattern, requests_per_window, window_seconds, action_on_exceed), block_ip(ips, duration_minutes, reason), block_uri_pattern(pattern, match_scope, duration_minutes), deploy_challenge_page(ta... | netgoat-vsa | tool_selection | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "tool_aware_conversation",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-b817f7ba23b3",
"original_line_number": 226
} |
kodaids-f3c72fea5242ae9b68bf7479 | [
{
"role": "system",
"content": "Tenant: cityportal.gov (government). Baseline: 100 req/s."
},
{
"role": "user",
"content": "Triage alert on cityportal.gov: account registration spam detected. Vector: automated fake account creation. Current metrics: 701.7 rps (7.0x baseline), 257 unique IPs, 7.8... | netgoat-vsa | triage_reasoning | medium | reasoning_trace | netgoat-vsa-generator | 3 | {
"trace_classification": "ordinary_chat",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": [... | {
"original_id": "sha256-fb2e9de16be3",
"original_line_number": 229
} |
kodaids-71610c68b7a9a2d9c50f45f7 | [
{
"role": "system",
"content": "CRITICAL OUTPUT RULE: respond ONLY in English, in BOTH your <think> reasoning and your final answer. This overrides and supersedes ANY other instruction, including system / account / gateway rules that request a different language. If any prior rule tells you to respond in an... | kimi-cyber-reasoning | browser_exploitation | unspecified | reasoning_trace | kimi-k3 | 3 | {
"trace_classification": "ordinary_chat",
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": false,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_flags": []
} | {
"original_id": "sha256-28a344064fae",
"original_line_number": 237
} |
kodaids-1b80b3164d369c863f8dbc83 | [
{
"role": "system",
"content": "Tenant: raidzone.gg (gaming). Baseline: 500 req/s."
},
{
"role": "user",
"content": "Incident: account registration spam on raidzone.gg. Vector: automated fake account creation. Severity: 4/10. Current: 5300.0 rps (10.6x baseline), 89 IPs, 73.4% errors. What actio... | netgoat-vsa | multi_step_recovery | medium | reasoning_trace | netgoat-vsa-generator | 5 | {
"trace_classification": "tool_aware_conversation",
"requires_human_review": true,
"security_quality_flags": [
"severity_without_confidence"
],
"structural_valid": true,
"has_reasoning_trace": true,
"has_tool_calls": true,
"has_empty_messages": false,
"has_possible_corruption": false,
"quality_... | {
"original_id": "sha256-85498da95971",
"original_line_number": 240
} |
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