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                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/services/cloud::repeated-public-cloud-provider-name--cloudflare",
            "conf": 0.4,
            "crit": 3,
            "desc": "Public cloud provider name (Cloudflare)",
            "from": [
              {
                "file": 6
              }
            ]
          },
          {
            "id": "well-known/app/development/calvyn-code::calvyn-code-identity",
            "conf": 0.98,
            "crit": 3,
            "desc": "Calvyn Code package or source identity",
            "from": [
              {
                "file": 5
              }
            ],
            "uses": [
              36
            ]
          },
          {
            "id": "micro-behaviors/process/exit/terminate::python-sys-exit-symbol",
            "conf": 0.84,
            "crit": 3,
            "desc": "Python sys.exit symbol",
            "from": [
              {
                "file": 32
              }
            ]
          },
          {
            "id": "metadata/binary/resource/identity::rich-header-present",
            "conf": 0.9,
            "crit": 2,
            "desc": "PE Rich header present (MSVC toolchain)"
          },
          {
            "id": "metadata/import/python/engine/url_masking/redacted::redacted",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports REDACTED from engine.url_masking",
            "from": [
              {
                "file": 67
              }
            ]
          },
          {
            "id": "metadata/import/python/urllib/parse/urlsplit::urlsplit",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports urlsplit from urllib.parse",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/agent::ai-agent-unattended-execution-value",
            "atk": "T1059",
            "mbc": "B0022",
            "conf": 0.9,
            "crit": 3,
            "desc": "Unattended agent execution mode value",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/fetch::fetch",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .fetch from .",
            "from": [
              {
                "file": 32
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/executor::relative/1/executor",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .executor",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "well-known/app/development/calvyn-code::calvyn-skills-path",
            "conf": 0.95,
            "crit": 2,
            "desc": "Calvyn skills source path",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "metadata/import/npm/puppeteer-extra-plugin-stealth::puppeteer-extra-plugin-stealth",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports puppeteer-extra-plugin-stealth",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/file/rename::any-rename",
            "conf": 0.9,
            "crit": 3,
            "desc": "Rename or move file on Windows",
            "from": [
              {
                "file": 3
              }
            ],
            "uses": [
              331
            ]
          },
          {
            "id": "metadata/import/python/relative/1/x_search_types/xsearchresult::xsearchresult",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .x_search_types.XSearchResult from .x_search_types",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "well-known/app/ai/coding-agent/openclaw::openclaw-product-name",
            "conf": 0.9,
            "crit": 1,
            "desc": "OpenClaw product name marker",
            "from": [
              {
                "file": 26
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/response::response-success-field",
            "conf": 0.86,
            "crit": 3,
            "desc": "JSON response success field",
            "from": [
              {
                "file": 45
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/user-agent::curl-cffi-chrome-profile-reference",
            "conf": 0.97,
            "crit": 3,
            "desc": "References a Chrome impersonation profile",
            "from": [
              {
                "file": 61
              }
            ]
          },
          {
            "id": "objectives/lateral-movement/exploit/scanner::internal-cloud-probe-payload",
            "atk": "T1210",
            "conf": 0.9,
            "crit": 3,
            "desc": "Cloud metadata endpoint probe payload",
            "from": [
              {
                "file": 46
              }
            ]
          },
          {
            "id": "objectives/credential-access/files/config::ssh-private-key-path",
            "atk": "T1552.001",
            "mbc": "B0029",
            "conf": 0.9,
            "crit": 3,
            "desc": "SSH private-key path literal",
            "from": [
              {
                "file": 35
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/temp::tmp-path-content",
            "conf": 1.0,
            "crit": 2,
            "desc": "Contains a /tmp/ or /var/tmp/ path",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "supply-chain/missing-author",
            "conf": 0.5,
            "crit": 3,
            "desc": "Package has empty or missing author field"
          },
          {
            "id": "metadata/package/agent-skill::agent-skill-file",
            "conf": 0.96,
            "crit": 1,
            "desc": "File belonging to an agent skill directory",
            "from": [
              {
                "file": 2
              }
            ],
            "uses": [
              609
            ]
          },
          {
            "id": "metadata/import/python/relative/1/url_transforms/iter_transformed::iter_transformed",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .url_transforms.iter_transformed from .url_transforms",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "metadata/import/python/typing::typing",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports typing",
            "from": [
              {
                "file": 35
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/llm-proxy::llm-provider-xai-host",
            "atk": "T1071.001",
            "conf": 0.82,
            "crit": 3,
            "desc": "xAI provider host",
            "from": [
              {
                "file": 76
              }
            ]
          },
          {
            "id": "metadata/import/python/pytest::pytest",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports pytest",
            "from": [
              {
                "file": 68
              }
            ]
          },
          {
            "id": "objectives/evasion/security-bypass/waf::akamai-name-reference",
            "conf": 0.9,
            "crit": 1,
            "desc": "References Akamai",
            "from": [
              {
                "file": 6
              }
            ]
          },
          {
            "id": "well-known/lib/cloud/api-codegen::typed-dict-shape-declaration",
            "conf": 0.9,
            "crit": 3,
            "desc": "TypedDict request/response shape",
            "from": [
              {
                "file": 35
              }
            ]
          },
          {
            "id": "micro-behaviors/time/sleep/interval::python-sleep-1s-plus-arg",
            "conf": 0.75,
            "crit": 3,
            "desc": "Python sleep waits at least one second",
            "from": [
              {
                "file": 42
              }
            ]
          },
          {
            "id": "metadata/import/python/hashlib::hashlib",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports hashlib",
            "from": [
              {
                "file": 35
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/shell/bridge::js-spawnsync",
            "conf": 0.98,
            "crit": 3,
            "desc": "Calls spawnSync() to run a child process",
            "from": [
              {
                "file": 30
              }
            ]
          },
          {
            "id": "micro-behaviors/process/io/stream::node-stream-end-event",
            "conf": 0.88,
            "crit": 3,
            "desc": "Registers a Node stream end handler",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/directory/mkdir::recursive-mkdir-sync",
            "conf": 0.9,
            "crit": 3,
            "desc": "Creates a directory tree synchronously",
            "from": [
              {
                "file": 29
              }
            ]
          },
          {
            "id": "metadata/import/python/fnmatch::fnmatch",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports fnmatch",
            "from": [
              {
                "file": 73
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/network/redact_proxy::redact_proxy",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports redact_proxy from engine.network",
            "from": [
              {
                "file": 59
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/transport::relative/1/transport",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .transport",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/server/request::request-network-target-field",
            "conf": 0.9,
            "crit": 3,
            "desc": "HTTP request selects a network target",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "metadata/binary/resource/embedded-media::png-magic-in-text",
            "conf": 0.9,
            "crit": 3,
            "desc": "PNG image magic in text section",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/package/agent-skill::agent-skill-references-doc-path",
            "conf": 0.95,
            "crit": 3,
            "desc": "Agent skill references markdown path",
            "from": [
              {
                "file": 9
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/transport::t",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports engine.transport as t",
            "from": [
              {
                "file": 50
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/content_safety/content_trust_untrusted_public_web::content_trust_untrusted_public_web",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .content_safety.CONTENT_TRUST_UNTRUSTED_PUBLIC_WEB from .content_safety",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "metadata/package/testing/presence/harness::test-directory-path",
            "conf": 1.0,
            "crit": 2,
            "desc": "File is in common test directory",
            "from": [
              {
                "file": 33
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/response::server-response-status",
            "mbc": "C0002",
            "conf": 0.88,
            "crit": 3,
            "desc": "Calls server response status method",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/content_safety/content_trust_untrusted_public_web::content_trust_untrusted_public_web",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports CONTENT_TRUST_UNTRUSTED_PUBLIC_WEB from engine.content_safety",
            "from": [
              {
                "file": 65
              }
            ]
          },
          {
            "id": "metadata/import/python/typing/callable::callable",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports Callable from typing",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/agent-config/directory::codex-skills-directory",
            "conf": 0.9,
            "crit": 3,
            "desc": "Codex skills directory path",
            "from": [
              {
                "file": 23
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/transport/_host_of::_host_of",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports _host_of from engine.transport",
            "from": [
              {
                "file": 62
              }
            ]
          },
          {
            "id": "metadata/import/python/sys::sys",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports sys",
            "from": [
              {
                "file": 32
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/url_masking::relative/1/url_masking",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .url_masking",
            "from": [
              {
                "file": 32
              }
            ]
          },
          {
            "id": "objectives/anti-static/obfuscation/binary-metrics/sparse-imports::import-count-over-120",
            "atk": "T1027",
            "mbc": "B0032",
            "conf": 0.88,
            "crit": 3,
            "desc": "Large PE imports over 120",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/dylib/load/runtime::load-library-a",
            "atk": "T1574.002",
            "conf": 0.95,
            "crit": 2,
            "desc": "Dynamic library loading via LoadLibraryA",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/import/python/pypdf::pypdf",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports pypdf",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "well-known/app/ai/knowledge/agent-skills::skill-definition-file",
            "conf": 0.98,
            "crit": 3,
            "desc": "Agent Skills SKILL.md definition file",
            "from": [
              {
                "file": 23
              }
            ]
          },
          {
            "id": "micro-behaviors/os/sysinfo/platform/runtime::sys-argv-2",
            "atk": "T1082",
            "conf": 0.8,
            "crit": 2,
            "desc": "Python second positional argv access",
            "from": [
              {
                "file": 33
              }
            ]
          },
          {
            "id": "objectives/credential-access/theft/stealer::browser-credential-term-target",
            "conf": 0.9,
            "crit": 3,
            "desc": "Browser credential collection target",
            "from": [
              {
                "file": 48
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/fetch_chain/_classify_block::_classify_block",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports _classify_block from engine.fetch_chain",
            "from": [
              {
                "file": 57
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/response::http-versions",
            "conf": 0.75,
            "crit": 3,
            "desc": "HTTP protocol version strings",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/socket/init::bind-api",
            "conf": 0.9,
            "crit": 3,
            "desc": "Winsock bind import",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/executor::executor",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports engine.executor as executor",
            "from": [
              {
                "file": 52
              }
            ]
          },
          {
            "id": "well-known/tool/detection/redaction::redacted-replacement-marker",
            "conf": 0.9,
            "crit": 3,
            "desc": "REDACTED replacement marker",
            "from": [
              {
                "file": 60
              }
            ]
          },
          {
            "id": "micro-behaviors/data/encode/base64::tostring-base64",
            "conf": 0.8,
            "crit": 3,
            "desc": "Base64 encoding via toString (JS)",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/extension::js-executable-filename-literal",
            "conf": 0.94,
            "crit": 3,
            "desc": "JavaScript literal names executable file",
            "from": [
              {
                "file": 4
              }
            ]
          },
          {
            "id": "micro-behaviors/data/manipulation::sensitive-token-redaction",
            "conf": 0.8,
            "crit": 3,
            "desc": "Redacts a token or secret value",
            "from": [
              {
                "file": 41
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/url/path::loopback-http-url-reference",
            "conf": 0.9,
            "crit": 3,
            "desc": "References a loopback HTTP URL",
            "from": [
              {
                "file": 64
              }
            ]
          },
          {
            "id": "metadata/import/python/pypdf/pdfreader::_PdfReader",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports PdfReader from pypdf as _PdfReader",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "metadata/import/python/curl_cffi/requests::requests",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports requests from curl_cffi",
            "from": [
              {
                "file": 74
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/phase0/route_archive::route_archive",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .phase0.route_archive from .phase0",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/x_search_types/xpost::xpost",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .x_search_types.XPost from .x_search_types",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/object::response-username-subscript-access",
            "conf": 0.92,
            "crit": 3,
            "desc": "Reads bracketed response username",
            "from": [
              {
                "file": 41
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/app-data::javascript-appdata-directory-reference",
            "conf": 0.7,
            "crit": 3,
            "desc": "JavaScript references the AppData directory",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "metadata/import/python/re::re",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports re",
            "from": [
              {
                "file": 34
              }
            ]
          },
          {
            "id": "metadata/package/runtime::has-platform-restrictions",
            "conf": 0.85,
            "crit": 3,
            "desc": "Package specifies platform restrictions",
            "from": [
              {
                "file": 7
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/shell/bridge::child-process-require",
            "atk": "T1059",
            "mbc": "C0017",
            "conf": 0.8,
            "crit": 3,
            "desc": "Imports the Node.js child_process module",
            "from": [
              {
                "file": 4
              },
              {
                "file": 28
              },
              {
                "file": 30
              }
            ],
            "uses": [
              245
            ]
          },
          {
            "id": "micro-behaviors/process/interpreter/python::python-inline-command",
            "atk": "T1059.006",
            "conf": 0.9,
            "crit": 3,
            "desc": "Python inline-command syntax",
            "from": [
              {
                "file": 9
              }
            ]
          },
          {
            "id": "metadata/import/npm/path::path",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports node:path",
            "from": [
              {
                "file": 4
              }
            ]
          },
          {
            "id": "metadata/import/python/curl_cffi/requests/impersonate/real_target_map::real_target_map",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports REAL_TARGET_MAP from curl_cffi.requests.impersonate",
            "from": [
              {
                "file": 69
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/safety/allow_private_default::allow_private_default",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .safety.allow_private_default from .safety",
            "from": [
              {
                "file": 45
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/socket/init::wsa-startup",
            "conf": 0.9,
            "crit": 3,
            "desc": "Initialize Winsock library",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/ipc/named-pipe::nt-create-named-pipe",
            "conf": 0.95,
            "crit": 3,
            "desc": "Native named pipe creation",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/os/telemetry/logging/event::telemetry-thread-id-field",
            "conf": 0.86,
            "crit": 3,
            "desc": "References thread telemetry identifier",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/os/clipboard/reference::close-clipboard",
            "conf": 0.65,
            "crit": 3,
            "desc": "Close clipboard",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/os/sysinfo/platform/runtime::python-osname-nt-check",
            "atk": "T1082",
            "mbc": "E1082",
            "conf": 0.8,
            "crit": 3,
            "desc": "Windows platform check via os.name == 'nt'",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "micro-behaviors/process/fd/stdio::py-stderr-custom-stream",
            "conf": 0.75,
            "crit": 3,
            "desc": "Python redirects stderr to custom stream",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/fetch_chain/_maybe_extract::_maybe_extract",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports _maybe_extract from engine.fetch_chain",
            "from": [
              {
                "file": 53
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/network/proxy_cache_key::proxy_cache_key",
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            "id": "metadata/file/format/media::pdf-media-marker",
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                "file": 4
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            "from": [
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            "id": "metadata/import/python/typing/typeddict::typeddict",
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            "from": [
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            "id": "supply-chain/install-hook/postinstall",
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          {
            "id": "micro-behaviors/fs/path/location::home-hidden-dotpath",
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            "crit": 3,
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            "from": [
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                "file": 37
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          {
            "id": "micro-behaviors/process/create/subprocess::import-subprocess",
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            "mbc": "E1059.006",
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            "from": [
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                "file": 33
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            "id": "micro-behaviors/communications/http/header/custom::referer-header",
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            "desc": "HTTP Referer header",
            "from": [
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                "file": 38
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          {
            "id": "micro-behaviors/process/create/exec::node-child-process-capability",
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                "off": 98,
                "file": 28,
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                "off": 402,
                "file": 30,
                "line": 4
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            "id": "micro-behaviors/fs/file/open::write-append-create-mode",
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          {
            "id": "micro-behaviors/fs/path/temp::hidden-tmp-state-file",
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            "crit": 3,
            "desc": "Hidden dotfile stashed in /tmp",
            "from": [
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                "file": 5
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          {
            "id": "micro-behaviors/os/api-resolution/manual::load-library-ex-system32",
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            "crit": 3,
            "desc": "LoadLibraryExW w/ SYSTEM32 search",
            "from": [
              {
                "file": 3
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          },
          {
            "id": "micro-behaviors/communications/http/response::source-http-429-status",
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            "mbc": "C0002",
            "conf": 0.9,
            "crit": 3,
            "desc": "Source checks for HTTP 429 rate-limit response",
            "from": [
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                "file": 50
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            ]
          },
          {
            "id": "metadata/binary/section/ratio::pe-near-total-code-data",
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            "crit": 3,
            "desc": "PE code-to-data ratio at least 0.99",
            "from": [
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                "file": 3
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          },
          {
            "id": "micro-behaviors/fs/path/agent-config/directory::claude-skills-directory",
            "conf": 0.93,
            "crit": 3,
            "desc": "Claude Code skills directory path",
            "from": [
              {
                "file": 23
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/request/client::py-post-generic",
            "conf": 0.8,
            "crit": 3,
            "desc": "Python post method call",
            "from": [
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                "file": 74
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            ]
          },
          {
            "id": "metadata/import/python/relative/1/waf_detector/_load_profiles::_load_profiles",
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            "crit": 2,
            "desc": "imports .waf_detector._load_profiles from .waf_detector",
            "from": [
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                "file": 38
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            ]
          },
          {
            "id": "metadata/import/python/json::_j",
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            "crit": 2,
            "desc": "imports json as _j",
            "from": [
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                "file": 62
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            ]
          },
          {
            "id": "objectives/supply-chain/hidden-payload/imports::crypto-network-imports",
            "atk": "T1195.002",
            "conf": 0.75,
            "crit": 3,
            "desc": "Cryptography with network capability",
            "from": [
              {
                "file": 37
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          },
          {
            "id": "micro-behaviors/os/clipboard/write::set-clipboard-data",
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            "desc": "Write data to clipboard",
            "from": [
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                "file": 3
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            ]
          },
          {
            "id": "micro-behaviors/data/buffer/carve::overflow-padding-buffer",
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            "desc": "Builds a large repeated-byte padding sled",
            "from": [
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                "file": 53
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          },
          {
            "id": "metadata/import/python/relative/1/network/normalize_proxy::normalize_proxy",
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            "from": [
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                "file": 38
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          {
            "id": "micro-behaviors/process/threading/concurrency::create-io-completion-port",
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            "from": [
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                "file": 3
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          },
          {
            "id": "micro-behaviors/process/interpreter/npm::npm-script-interpreter",
            "atk": "T1059",
            "mbc": "B0030",
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            "crit": 3,
            "desc": "Package script invokes a language interpreter"
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          {
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            "desc": "References an LLM message role field",
            "from": [
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                "file": 28
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            "id": "metadata/import/python/dataclasses/dataclass::dataclass",
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            "from": [
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                "file": 35
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            ]
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          {
            "id": "micro-behaviors/os/env/secret-name::python-env-keyword-key",
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            "crit": 3,
            "desc": "Python getenv name contains KEY",
            "from": [
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                "file": 74
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          },
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            "id": "metadata/package/homepage::homepage-git-host",
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            "crit": 3,
            "desc": "Homepage points to major Git host"
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          {
            "id": "metadata/binary/symbols/fake-windows::sideload-export-cluster-size-5-10",
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            "desc": "DLL exports five to ten APIs",
            "from": [
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                "file": 3
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            ]
          },
          {
            "id": "metadata/import/python/engine/url_masking::engine/url_masking",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports engine.url_masking",
            "from": [
              {
                "file": 67
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            ]
          },
          {
            "id": "metadata/import/python/engine/fetch_chain::engine/fetch_chain",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports engine.fetch_chain",
            "from": [
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                "file": 53
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            ]
          },
          {
            "id": "micro-behaviors/process/fd/stdio::js-readline-line-event",
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            "crit": 3,
            "desc": "Handles readline input line by line",
            "from": [
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                "file": 28
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            ]
          },
          {
            "id": "micro-behaviors/os/module/load::get-module-filename-dup",
            "conf": 0.7,
            "crit": 2,
            "desc": "Get module file path (Unicode)",
            "from": [
              {
                "file": 3
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          },
          {
            "id": "micro-behaviors/communications/proxy/config::proxy-endpoint-url-setting",
            "atk": "T1090",
            "conf": 0.92,
            "crit": 3,
            "desc": "Proxy setting assigned an explicit HTTP URL",
            "from": [
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                "file": 59
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          {
            "id": "metadata/package/runtime::has-os-cpu-restrictions",
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                "file": 7,
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          },
          {
            "id": "well-known/lib/crypto/openssl::cryptogams-attrib",
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            "crit": 2,
            "desc": "CRYPTOGAMS assembly attribution string",
            "from": [
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                "file": 3
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          },
          {
            "id": "micro-behaviors/process/create/shell/build::python-pip-install-command",
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            "conf": 0.92,
            "crit": 3,
            "desc": "Python subprocess pip install command",
            "from": [
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                "file": 37
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            ]
          },
          {
            "id": "micro-behaviors/os/api-resolution/dynamic::python-sys-modules-member",
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            "crit": 3,
            "desc": "Python sys.modules dynamic module access",
            "from": [
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                "file": 52
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          },
          {
            "id": "micro-behaviors/data/string/conversion::tostring-token",
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            "desc": "References the toString conversion method",
            "from": [
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                "file": 28
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          {
            "id": "micro-behaviors/fs/read/stream::create-read-stream",
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            "desc": "Creates a file read stream",
            "from": [
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                "file": 28
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          },
          {
            "id": "micro-behaviors/data/control-flow/error-handling::empty-catch-block",
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            "crit": 3,
            "desc": "JavaScript silently discards caught errors"
          },
          {
            "id": "micro-behaviors/time/sleep/interval::python-sleep-call",
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            "crit": 2,
            "desc": "Pauses execution with a Python sleep call",
            "from": [
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                "file": 38
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/urllib::urllib-urlopen",
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            "desc": "Calls urllib.request.urlopen",
            "from": [
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                "file": 36
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          {
            "id": "micro-behaviors/process/threading/concurrency::post-queued-completion-status",
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            "crit": 3,
            "desc": "Posts work to Windows IOCP",
            "from": [
              {
                "file": 3
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            ]
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          {
            "id": "metadata/import/python/engine/network/normalize_proxy::normalize_proxy",
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            "crit": 3,
            "desc": "imports normalize_proxy from engine.network",
            "from": [
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                "file": 59
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            ]
          },
          {
            "id": "micro-behaviors/data/decode/custom::python-byte-shift-arithmetic",
            "atk": "T1140",
            "conf": 0.92,
            "crit": 3,
            "desc": "Bytewise add/subtract inside bytes construction",
            "from": [
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                "file": 53
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            ]
          },
          {
            "id": "metadata/file/data-blob::high-byte-script-text",
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            "crit": 3,
            "desc": "High-byte script text (\u003e=12%)",
            "from": [
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                "file": 29
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            ]
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-5",
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            "crit": 1,
            "desc": "English function-word token \"for\"",
            "from": [
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                "file": 1
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            ]
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          {
            "id": "metadata/import/python/types::types",
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            "crit": 2,
            "desc": "imports types",
            "from": [
              {
                "file": 52
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/user-agent::python-tls-fingerprint-impersonation-target",
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            "crit": 3,
            "desc": "Selects a browser TLS fingerprint to mimic",
            "from": [
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                "file": 36
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            ]
          },
          {
            "id": "metadata/import/python/relative/1/executor/run_playwright_fallback::run_playwright_fallback",
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            "crit": 2,
            "desc": "imports .executor.run_playwright_fallback from .executor",
            "from": [
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                "file": 38
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          {
            "id": "objectives/supply-chain/install-hook/scripts/declaration::postinstall-hook-declaration",
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            "crit": 3,
            "desc": "Package declares a postinstall hook"
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          {
            "id": "micro-behaviors/process/control/info::process-info-class-31-constant",
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            "conf": 0.8,
            "crit": 3,
            "desc": "Immediate process-information class value 31",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/header/custom::multipart-upload",
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            "mbc": "C0002",
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            "crit": 3,
            "desc": "Multipart form data upload",
            "from": [
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                "file": 35
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              {
                "file": 38
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            "id": "metadata/import/python/markdownify::_markdownify",
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            "from": [
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                "file": 38
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          {
            "id": "metadata/import/python/io::io",
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            "crit": 2,
            "desc": "imports io",
            "from": [
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                "file": 53
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            ]
          },
          {
            "id": "micro-behaviors/communications/dns/lookup/resolver::getaddrinfo",
            "conf": 0.85,
            "crit": 3,
            "desc": "socket.getaddrinfo() DNS lookup",
            "from": [
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                "file": 46
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          },
          {
            "id": "metadata/import/python/relative/1/url_transforms/apply_transform::apply_transform",
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            "crit": 2,
            "desc": "imports .url_transforms.apply_transform from .url_transforms",
            "from": [
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          {
            "id": "micro-behaviors/mem/alloc/heap::megabyte-size-constant",
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            "crit": 3,
            "desc": "Megabyte-scale size constant in source",
            "from": [
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                "file": 48
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            ]
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          {
            "id": "metadata/import/python/relative/1/phase0/route::_phase0_route",
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            "crit": 2,
            "desc": "imports .phase0.route from .phase0 as _phase0_route",
            "from": [
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                "file": 38
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            ]
          },
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            "id": "micro-behaviors/process/fd/stdio::stdin-string",
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            "crit": 2,
            "desc": "References standard input name (stdin)",
            "from": [
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                "file": 37
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          },
          {
            "id": "objectives/command-and-control/channel/tunnel/proxy::gost-scheme--rx-1",
            "atk": "T1572",
            "conf": 0.5,
            "crit": 3,
            "desc": "socks5:// proxy URL scheme",
            "from": [
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                "file": 59
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            ]
          },
          {
            "id": "micro-behaviors/communications/socket/listen::winsock-listener-imports",
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            "mbc": "C0001",
            "conf": 0.92,
            "crit": 3,
            "desc": "Winsock server listener imports",
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                "off": 10172280,
                "file": 3
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              103,
              362
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          },
          {
            "id": "micro-behaviors/data/serialize/json::json-dumps-call",
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            "crit": 2,
            "desc": "Serializes data with Python json.dumps()",
            "from": [
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                "file": 32
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          {
            "id": "metadata/import/python/dataclasses/field::field",
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            "crit": 2,
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            "from": [
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            ]
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          {
            "id": "metadata/import/python/engine/content_safety/wrap_untrusted_content::wrap_untrusted_content",
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            "crit": 2,
            "desc": "imports wrap_untrusted_content from engine.content_safety",
            "from": [
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                "file": 65
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          {
            "id": "metadata/import/python/pathlib::pathlib",
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            "crit": 3,
            "desc": "imports pathlib",
            "from": [
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          {
            "id": "objectives/anti-static/obfuscation/binary-metrics/sparse-imports::low-import-count",
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            "mbc": "B0032",
            "conf": 0.85,
            "crit": 3,
            "desc": "Sparse import table",
            "from": [
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                "file": 3
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            ]
          },
          {
            "id": "micro-behaviors/process/fd/stdio::js-stdin-read",
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            "crit": 3,
            "desc": "Reads Node process stdin",
            "from": [
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                "file": 5
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            ]
          },
          {
            "id": "metadata/import/python/threading::threading",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports threading",
            "from": [
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                "file": 69
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            ]
          },
          {
            "id": "micro-behaviors/data/serialize/schema-object::structured-sequence-field",
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            "crit": 3,
            "desc": "Structured object names a sequence field",
            "from": [
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                "file": 28
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            ]
          },
          {
            "id": "micro-behaviors/fs/path/location::python-expanduser-tilde",
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            "crit": 3,
            "desc": "Expands a bare home directory",
            "from": [
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                "file": 40
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            ]
          },
          {
            "id": "micro-behaviors/communications/ipc/agent-hook::agent-tool-hook-config-key",
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            "crit": 3,
            "desc": "Agent tool-lifecycle hook config key",
            "from": [
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                "file": 28
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            ]
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          {
            "id": "metadata/import/python/relative/1/network/proxy_for_browser::proxy_for_browser",
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            "crit": 2,
            "desc": "imports .network.proxy_for_browser from .network",
            "from": [
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                "file": 37
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            ]
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          {
            "id": "micro-behaviors/data/buffer/record::slice-decimal-offset-pair",
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            "crit": 3,
            "desc": "Slice split at decimal offsets",
            "from": [
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                "file": 28
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            ]
          },
          {
            "id": "micro-behaviors/fs/file/copy::powershell-copy-item-command",
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            "desc": "References the PowerShell Copy-Item command",
            "from": [
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                "file": 28
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            ]
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            "id": "well-known/tool/development/agent/anthropic-claude-agent::claude-agent-sdk-js-marker",
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            "crit": 2,
            "desc": "Claude agent SDK JavaScript marker",
            "from": [
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                "file": 28
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            ]
          },
          {
            "id": "micro-behaviors/communications/modbus::read-holding-registers",
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            "crit": 3,
            "desc": "Modbus read holding registers frame",
            "from": [
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                "file": 3
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          },
          {
            "id": "well-known/lib/stdlib/python-stdlib::asyncio-reference",
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            "crit": 3,
            "desc": "Python asyncio library reference",
            "from": [
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                "file": 42
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            ]
          },
          {
            "id": "metadata/import/python/relative/1/network::relative/1/network",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .network",
            "from": [
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                "file": 37
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          },
          {
            "id": "metadata/import/npm/playwright-extra::playwright-extra",
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            "crit": 2,
            "desc": "imports playwright-extra",
            "from": [
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          },
          {
            "id": "metadata/package/runtime::windows-only-platform-restriction",
            "conf": 0.95,
            "crit": 3,
            "desc": "Package restricts installation to Windows only",
            "from": [
              {
                "file": 7
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            ]
          },
          {
            "id": "metadata/package/files/package-json::files-array-present",
            "conf": 0.92,
            "crit": 3,
            "desc": "Package.json declares a files allowlist"
          },
          {
            "id": "micro-behaviors/communications/http/header/content-type::json-header",
            "conf": 0.9,
            "crit": 3,
            "desc": "References HTTP Content-Type application/json",
            "from": [
              {
                "file": 61
              }
            ]
          },
          {
            "id": "metadata/package/freeform::pkg-skeleton-small",
            "conf": 0.7,
            "crit": 3,
            "desc": "Tiny package.json manifest",
            "from": [
              {
                "file": 8
              }
            ]
          },
          {
            "id": "metadata/import/python/dataclasses/asdict::asdict",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports asdict from dataclasses",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/request/result::http-post-client-call",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.85,
            "crit": 3,
            "desc": "HTTP POST client call",
            "from": [
              {
                "file": 74
              }
            ]
          },
          {
            "id": "metadata/file/string/file::tmp",
            "conf": 0.2,
            "crit": 1,
            "desc": "tmp keyword",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/schema-object::platform-field-key",
            "conf": 0.86,
            "crit": 3,
            "desc": "JSON-like platform or OS field",
            "from": [
              {
                "file": 45
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/url/query::interpolated-identifier-query-value",
            "conf": 0.9,
            "crit": 3,
            "desc": "URL query interpolates an identifier value",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/ip/literal::loopback-ipv4-binary",
            "conf": 0.78,
            "crit": 3,
            "desc": "Native binary contains a loopback IPv4 address",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/import/python/invisible_playwright/invisibleplaywright::invisibleplaywright",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports InvisiblePlaywright from invisible_playwright",
            "from": [
              {
                "file": 39
              }
            ]
          },
          {
            "id": "metadata/import/python/invisible_playwright::invisible_playwright",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports invisible_playwright",
            "from": [
              {
                "file": 39
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/agent::claude-cli-agent-session",
            "atk": "T1059",
            "mbc": "B0022",
            "conf": 0.92,
            "crit": 3,
            "desc": "Claude CLI agent session",
            "from": [
              {
                "file": 23
              },
              {
                "file": 26
              },
              {
                "off": 22617,
                "file": 28,
                "line": 578
              },
              {
                "file": 29
              }
            ],
            "uses": [
              432,
              464
            ]
          },
          {
            "id": "micro-behaviors/os/api-resolution/dynamic::python-importlib-spec-exec-module",
            "conf": 0.86,
            "crit": 3,
            "desc": "Python importlib spec module execution",
            "from": [
              {
                "file": 68
              }
            ]
          },
          {
            "id": "metadata/package/testing/presence/harness::language-test-source-marker",
            "conf": 0.9,
            "crit": 2,
            "desc": "Go, C or Python test source marker",
            "from": [
              {
                "file": 68
              }
            ],
            "uses": [
              289
            ]
          },
          {
            "id": "well-known/lib/platform/browser-automation/frameworks::puppeteer-extra-stealth-plugin-import",
            "conf": 0.9,
            "crit": 3,
            "desc": "Puppeteer Extra stealth plugin import",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "objectives/execution/autoinstall/pip::skill-tool-autoinstalls-pip-packages",
            "atk": "T1059.006",
            "mbc": "B0024",
            "conf": 0.95,
            "crit": 4,
            "desc": "Skill tool installs packages via pip at runtime",
            "from": [
              {
                "file": 37
              }
            ],
            "uses": [
              47,
              528
            ]
          },
          {
            "id": "metadata/import/python/relative/1/waf_detector::relative/1/waf_detector",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .waf_detector",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "metadata/import/python/random::random",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports random",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/safety::relative/1/safety",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .safety",
            "from": [
              {
                "file": 45
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/requests::requests-get",
            "conf": 0.85,
            "crit": 3,
            "desc": "Calls requests.get in Python",
            "from": [
              {
                "file": 74
              }
            ]
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-6",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"with\"",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/import/python/pathlib/path::_Path",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports Path from pathlib as _Path",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/x_search::engine/x_search",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports engine.x_search",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/content_safety/contentsafetyreport::contentsafetyreport",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .content_safety.ContentSafetyReport from .content_safety",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/read/file/full::readfilesync-call",
            "conf": 0.9,
            "crit": 3,
            "desc": "Calls readFileSync",
            "from": [
              {
                "file": 4
              }
            ]
          },
          {
            "id": "micro-behaviors/data/encode/base64::node-json-buffer-base64-encode",
            "mbc": "C0026",
            "conf": 0.94,
            "crit": 3,
            "desc": "Serializes JSON into a Node.js Buffer and Base64-encodes it",
            "from": [
              {
                "off": 35836,
                "file": 28,
                "line": 866
              }
            ],
            "uses": [
              266,
              427
            ]
          },
          {
            "id": "metadata/import/python/re::_re",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports re as _re",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/session_input/redact_cookie_values::redact_cookie_values",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports redact_cookie_values from engine.session_input",
            "from": [
              {
                "file": 52
              }
            ]
          },
          {
            "id": "metadata/import/python/bs4::bs4",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports bs4",
            "from": [
              {
                "file": 72
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/learning::learning",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .learning from .",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "micro-behaviors/process/terminate/kill::terminate-process",
            "mbc": "C0018",
            "conf": 0.95,
            "crit": 3,
            "desc": "Process termination via TerminateProcess",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "well-known/lib/platform/browser-automation/frameworks::playwright-browser-install-command",
            "conf": 0.95,
            "crit": 3,
            "desc": "Playwright browser install command",
            "from": [
              {
                "file": 6
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/requests::requests-get-text",
            "conf": 0.8,
            "crit": 3,
            "desc": "Text calls requests.get",
            "from": [
              {
                "file": 69
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/url/domain::js-remote-host-url",
            "conf": 0.75,
            "crit": 3,
            "desc": "Contains a hardcoded remote HTTP(S) URL",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "metadata/import/python/tempfile::tempfile",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports tempfile",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/authorization-header::authorization-header-map-entry",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.88,
            "crit": 3,
            "desc": "Defines an HTTP Authorization header mapping",
            "from": [
              {
                "file": 74
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/spawn::node-spawnsync-import",
            "conf": 0.95,
            "crit": 3,
            "desc": "Imports Node.js spawnSync process execution API",
            "from": [
              {
                "file": 30
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/auth::socket-session-id-member",
            "conf": 0.85,
            "crit": 3,
            "desc": "References a socket or session id member",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/mcp::mcp-servers-config-key-access",
            "conf": 0.9,
            "crit": 3,
            "desc": "Accesses MCP servers config entry",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/data/source/syntax/array::js-array-short-delimiter-join-call",
            "conf": 0.72,
            "crit": 3,
            "desc": "Joins array with a short delimiter",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/check::python-os-path-isdir-symbol",
            "conf": 0.86,
            "crit": 3,
            "desc": "Python os.path.isdir path test",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "well-known/lib/platform/browser-automation/frameworks::playwright-require",
            "conf": 0.6,
            "crit": 3,
            "desc": "require('playwright')",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "objectives/anti-static/obfuscation/eval/dynamic::parsed-json-code-field-ref",
            "conf": 0.9,
            "crit": 3,
            "desc": "Selects a code-bearing field from parsed JSON",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/network/diagnose_trace::diagnose_trace",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .network.diagnose_trace from .network",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/fetch_chain::relative/1/fetch_chain",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .fetch_chain",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/secret-config::ssh-directory-literal",
            "conf": 0.8,
            "crit": 3,
            "desc": "References the user SSH directory",
            "from": [
              {
                "file": 35
              }
            ]
          },
          {
            "id": "micro-behaviors/process/resources/limits::create-job-object",
            "conf": 0.9,
            "crit": 3,
            "desc": "Create Windows job object",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/url_masking/mask_url::mask_url",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .url_masking.mask_url from .url_masking",
            "from": [
              {
                "file": 32
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/urllib::urlopen-response-body-assignment",
            "conf": 0.9,
            "crit": 3,
            "desc": "Assigns response body read from urlopen"
          },
          {
            "id": "micro-behaviors/os/sysinfo/platform/runtime::process-platform-member",
            "conf": 0.8,
            "crit": 3,
            "desc": "Reads the Node.js process.platform value",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/data/llm/wire-marker::non-system-role-marker",
            "conf": 0.72,
            "crit": 3,
            "desc": "LLM developer- or assistant-role value",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/schema-object::json-object-variable-field",
            "conf": 0.84,
            "crit": 3,
            "desc": "JSON object includes a variable-valued field",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "metadata/import/builtin::child-process-import-runtime",
            "conf": 0.85,
            "crit": 3,
            "desc": "Imports Node child_process through ESM",
            "from": [
              {
                "file": 4
              }
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/json::json-loads-call",
            "conf": 0.9,
            "crit": 3,
            "desc": "Parses JSON data with Python",
            "from": [
              {
                "file": 33
              }
            ]
          },
          {
            "id": "metadata/package/testing/harness/runtime::is-test",
            "conf": 0.9,
            "crit": 2,
            "desc": "Test, spec, or fixture file",
            "from": [
              {
                "file": 33
              }
            ],
            "uses": [
              419,
              633
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/json::json-stringify-identifier",
            "conf": 0.85,
            "crit": 3,
            "desc": "Serializes an identifier as JSON",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "objectives/discovery/host/browser/identity::chrome-binary-basename",
            "conf": 0.85,
            "crit": 3,
            "desc": "Chrome browser binary basename",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/process/io/stream::node-stream-data-event",
            "conf": 0.88,
            "crit": 3,
            "desc": "Registers a Node stream data handler",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/enumerate/directory::python-directory-listing",
            "atk": "T1083",
            "conf": 0.86,
            "crit": 3,
            "desc": "Python lists directory entries",
            "from": [
              {
                "file": 67
              }
            ]
          },
          {
            "id": "micro-behaviors/data/source/property/read::result-dot-member-read",
            "conf": 0.9,
            "crit": 3,
            "desc": "Reads result through dot or arrow access",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/write/file/full::python-pathlib-write-bytes",
            "mbc": "C0016",
            "conf": 0.85,
            "crit": 3,
            "desc": "Writes bytes with pathlib.Path.write_bytes()",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "objectives/command-and-control/dropper/python-script::python-resource-url-field",
            "atk": "T1105",
            "mbc": "B0024",
            "conf": 0.9,
            "crit": 3,
            "desc": "Reads resource URL field",
            "from": [
              {
                "file": 45
              }
            ]
          },
          {
            "id": "metadata/import/npm/patchright::patchright",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports patchright",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/url/query::dynamic-object-id-query",
            "conf": 0.92,
            "crit": 3,
            "desc": "URL interpolates an object-ID query value",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/temp::unix-temp",
            "conf": 0.7,
            "crit": 2,
            "desc": "Unix /tmp/ path reference",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/waf_detector/last_load_error::last_load_error",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .waf_detector.last_load_error from .waf_detector",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/shell/bridge::child-process-keyword-literal",
            "atk": "T1059",
            "conf": 0.9,
            "crit": 3,
            "desc": "child_process module name literal",
            "from": [
              {
                "file": 4
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/location::python-dot-prefixed-joined-path",
            "conf": 0.9,
            "crit": 3,
            "desc": "Python joins dot-prefixed path",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/fetch_chain/_load_profiles::_load_profiles",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports _load_profiles from engine.fetch_chain",
            "from": [
              {
                "file": 63
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/header/retry-after::retry-after-header-name-reference",
            "mbc": "C0002",
            "conf": 0.9,
            "crit": 3,
            "desc": "References the Retry-After header name",
            "from": [
              {
                "file": 50
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/agent-instructions::agent-skill-md-path-reference",
            "conf": 0.92,
            "crit": 3,
            "desc": "References an agent skill SKILL.md path",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "metadata/import/python/json::_json",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports json as _json",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/exec::child-process-execution",
            "atk": "T1059",
            "conf": 0.94,
            "crit": 3,
            "desc": "Executes a child process",
            "from": [
              {
                "file": 3
              },
              {
                "off": 723,
                "file": 4,
                "line": 21
              },
              {
                "file": 28
              },
              {
                "file": 33
              },
              {
                "file": 36
              },
              {
                "off": 6493,
                "file": 37,
                "line": 171
              },
              {
                "file": 45
              },
              {
                "file": 74
              }
            ],
            "uses": [
              323,
              379,
              766
            ]
          },
          {
            "id": "micro-behaviors/data/buffer/alloc::node-buffer-from-json-stringify",
            "conf": 0.94,
            "crit": 3,
            "desc": "Creates Node.js Buffer from JSON serialization",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/ip/resolve::resolve-getaddrinfo-import",
            "conf": 0.9,
            "crit": 3,
            "desc": "Resolve endpoint with getaddrinfo",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/content_safety/begin_untrusted_web_content::begin_untrusted_web_content",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports BEGIN_UNTRUSTED_WEB_CONTENT from engine.content_safety",
            "from": [
              {
                "file": 65
              }
            ]
          },
          {
            "id": "micro-behaviors/data/source/property/transition::js-high-iteration-loop",
            "conf": 0.93,
            "crit": 3,
            "desc": "Runs a high-iteration JavaScript loop"
          },
          {
            "id": "micro-behaviors/communications/url/encoded::encoded-url-public-doc-context",
            "atk": "T1027",
            "mbc": "B0032",
            "conf": 0.9,
            "crit": 3,
            "desc": "Encoded URL public documentation",
            "from": [
              {
                "file": 34
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/content_safety::relative/1/content_safety",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .content_safety",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/directory/traverse::traverse-glob-call",
            "conf": 0.84,
            "crit": 3,
            "desc": "Calls Python glob for file enumeration",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "micro-behaviors/data/llm/agent::agent-identity-claude",
            "conf": 0.8,
            "crit": 3,
            "desc": "Claude agent identity reference",
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            "mbc": "B0032",
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            "crit": 3,
            "desc": "Large PE with elevated code entropy",
            "from": [
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          {
            "id": "metadata/import/python/engine/fetch_chain/_family::_family",
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            "crit": 2,
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                "file": 61
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          },
          {
            "id": "micro-behaviors/process/info/current::python-sys-executable-text",
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            "crit": 3,
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            "from": [
              {
                "file": 33
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          },
          {
            "id": "objectives/supply-chain/install-hook/package/manifest::postinstall-hook-key",
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            "desc": "Declares a package postinstall hook"
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          {
            "id": "micro-behaviors/communications/http/authorization-header::auth-header",
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            "crit": 3,
            "desc": "Authorization header-name literal",
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            ]
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          {
            "id": "metadata/import/python/ipaddress::ipaddress",
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          {
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              {
                "file": 57
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            ]
          },
          {
            "id": "micro-behaviors/data/runtime/library::go-tls-internal-ciphersuites",
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            "crit": 3,
            "desc": "Go crypto/tls CipherSuites internal type",
            "from": [
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                "file": 3
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          },
          {
            "id": "well-known/lib/format/pyyaml::pyyaml-package-name",
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            "desc": "PyYAML package name",
            "from": [
              {
                "file": 73
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          },
          {
            "id": "micro-behaviors/communications/socket/init::listen-api",
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            "desc": "Winsock listen import",
            "from": [
              {
                "file": 3
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          },
          {
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            "from": [
              {
                "file": 34
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/url/endpoint::google-web-host",
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            "crit": 3,
            "desc": "Google web hostname",
            "from": [
              {
                "file": 38
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            ]
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          {
            "id": "metadata/import/python/engine/transport/_root_of::_root_of",
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          {
            "id": "metadata/import/python/engine/transport::transport",
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            "crit": 2,
            "desc": "imports transport from engine",
            "from": [
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                "file": 62
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          },
          {
            "id": "micro-behaviors/communications/http/cookies::playwright-browser-context-cookie-read",
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            "crit": 3,
            "desc": "Reads cookies from a Playwright browser context",
            "from": [
              {
                "file": 39
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          },
          {
            "id": "micro-behaviors/fs/write/file/full::node-write-file-promise-destructured",
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                "line": 623
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            "uses": [
              401,
              615
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          },
          {
            "id": "micro-behaviors/fs/path/app-data::windows-appdata-path-marker",
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            "crit": 2,
            "desc": "Windows AppData path reference",
            "from": [
              {
                "file": 28
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          },
          {
            "id": "micro-behaviors/process/create/shell/bridge::js-function-bash-first-arg",
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            "mbc": "C0017",
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            "crit": 3,
            "desc": "JavaScript call receives Bash argument",
            "from": [
              {
                "file": 28
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          {
            "id": "metadata/package/testing/harness/unit::python-unittest-import",
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            "crit": 3,
            "desc": "Python unittest import",
            "from": [
              {
                "file": 51
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            ]
          },
          {
            "id": "micro-behaviors/os/module/load::get-module-handle-wide",
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            "crit": 3,
            "desc": "Get module handle Unicode",
            "from": [
              {
                "file": 3
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          },
          {
            "id": "micro-behaviors/os/event/loop::tokio-crate-path",
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            "crit": 3,
            "desc": "Tokio crate source path",
            "from": [
              {
                "file": 3
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            ]
          },
          {
            "id": "micro-behaviors/fs/path/secret-config::ssh-dir",
            "atk": "T1552.001",
            "conf": 0.95,
            "crit": 3,
            "desc": ".ssh directory path",
            "from": [
              {
                "file": 35
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            ]
          },
          {
            "id": "micro-behaviors/os/random/crypto::process-prng",
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            "crit": 1,
            "desc": "Windows cryptographic PRNG (ProcessPrng)",
            "from": [
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                "file": 3
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          {
            "id": "metadata/binary/layout/checksum::pe-checksum-zeroed",
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            "crit": 3,
            "desc": "PE checksum is zeroed",
            "from": [
              {
                "file": 3
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            ]
          },
          {
            "id": "micro-behaviors/os/clipboard/write::empty-clipboard",
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            "crit": 3,
            "desc": "Clear clipboard contents",
            "from": [
              {
                "file": 3
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          },
          {
            "id": "micro-behaviors/process/create/local-exec::python-interpreter-runs-variable-path",
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            "from": [
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            ]
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          {
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            "from": [
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              {
                "file": 4
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              431
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          },
          {
            "id": "micro-behaviors/time/query::get-system-time-as-filetime",
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            "crit": 2,
            "desc": "Get system time as FILETIME",
            "from": [
              {
                "file": 3
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            ]
          },
          {
            "id": "metadata/import/python/engine/safety/classify_url::classify_url",
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            "crit": 2,
            "desc": "imports classify_url from engine.safety",
            "from": [
              {
                "file": 64
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            ]
          },
          {
            "id": "micro-behaviors/crypto/library/keyword::cipher-keyword",
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            "crit": 2,
            "desc": "Generic 'cipher' crypto term",
            "from": [
              {
                "file": 3
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            ]
          },
          {
            "id": "metadata/import/python/datetime/timezone::timezone",
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            "from": [
              {
                "file": 38
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            ]
          },
          {
            "id": "objectives/credential-access/files/config::login-secret-file-paths--rx-4",
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            "mbc": "B0029",
            "conf": 0.9,
            "crit": 3,
            "desc": "SSH private-key or known-hosts path literal",
            "from": [
              {
                "file": 35
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/proxy::browser-url-relay-target",
            "atk": "T1041",
            "mbc": "C0002",
            "conf": 0.9,
            "crit": 3,
            "desc": "Browser relay target URL parameter",
            "from": [
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                "file": 36
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            ]
          },
          {
            "id": "metadata/import/python/scrapling/fetchers::scrapling/fetchers",
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            "crit": 2,
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            "from": [
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                "file": 47
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          {
            "id": "metadata/package/testing/presence/manifest::has-playwright",
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            "crit": 3,
            "desc": "Package uses Playwright testing framework",
            "from": [
              {
                "file": 8
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            ]
          },
          {
            "id": "micro-behaviors/fs/directory/traverse::node-readdir-dirents",
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            "crit": 2,
            "desc": "Reads a Node.js directory with Dirent objects",
            "from": [
              {
                "file": 28
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            ]
          },
          {
            "id": "micro-behaviors/data/format/pdf::read-pypdf",
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            "crit": 3,
            "desc": "Imports pypdf for PDF processing",
            "from": [
              {
                "file": 38
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            ]
          },
          {
            "id": "micro-behaviors/data/control-flow/analysis::js-conditional-matcher-call",
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            "desc": "Calls a matcher in a conditional expression",
            "from": [
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                "file": 28
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            ]
          },
          {
            "id": "metadata/import/python/resiliparse/extract/html2text/extract_plain_text::_extract_plain_text",
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            "crit": 2,
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            "from": [
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            ]
          },
          {
            "id": "metadata/import/python/typing/final::final",
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            "desc": "imports Final from typing",
            "from": [
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                "file": 35
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            ]
          },
          {
            "id": "objectives/anti-static/obfuscation/string/delimiter::rickroll-delimiter",
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            "desc": "Rickroll YouTube ID used as a delimiter",
            "from": [
              {
                "file": 36
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            ]
          },
          {
            "id": "micro-behaviors/time/sleep/interval::python-randomized-sleep",
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            "desc": "Python sleep interval includes random jitter",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "micro-behaviors/data/control-flow/error-handling::empty-named-catch-text",
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            "crit": 3,
            "desc": "Text has empty named-parameter catch",
            "from": [
              {
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            ]
          },
          {
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            "crit": 3,
            "desc": "Reads cache directory environment",
            "from": [
              {
                "file": 33
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            ]
          },
          {
            "id": "micro-behaviors/process/io/stream::js-stream-write-call",
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            "desc": "Calls a write method on a stream",
            "from": [
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                "file": 5
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            ]
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          {
            "id": "metadata/import/python/patchright/sync_api::patchright/sync_api",
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            "desc": "imports patchright.sync_api",
            "from": [
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                "file": 44
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            ]
          },
          {
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            "from": [
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            "crit": 3,
            "desc": "SSRF attack category label",
            "from": [
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            ]
          },
          {
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            "desc": "Calls an unqualified writeFile function",
            "from": [
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          {
            "id": "micro-behaviors/process/threading/concurrency::get-queued-completion-status-ex",
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            "desc": "Waits for batched work on Windows IOCP",
            "from": [
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                "file": 3
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            ]
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          {
            "id": "micro-behaviors/fs/path/config/accounts::unix-account-database-path-reference",
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            "crit": 3,
            "desc": "Unix account database path reference",
            "from": [
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            "crit": 2,
            "desc": "pytest-specific markers",
            "from": [
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                "file": 68
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          },
          {
            "id": "micro-behaviors/fs/path/private-key::keys",
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            "crit": 1,
            "desc": "SSH keys directory path literal",
            "from": [
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                "file": 35
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            ]
          },
          {
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            "desc": "Uses common HTTP client APIs",
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                "line": 40
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              467,
              674
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          },
          {
            "id": "micro-behaviors/process/create/spawn::create-process-w",
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            "conf": 0.95,
            "crit": 3,
            "desc": "CreateProcessW API symbol",
            "from": [
              {
                "file": 3
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/urllib::urlopen-response-body-read",
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            "crit": 3,
            "desc": "Reads urllib response body",
            "from": [
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          {
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            "crit": 2,
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            "from": [
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                "file": 28
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          {
            "id": "micro-behaviors/fs/path/check::python-os-path-isdir-text",
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            "desc": "Python os.path.isdir path test text",
            "from": [
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/token-auth::bearer-header-from-variable",
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            "crit": 3,
            "desc": "Builds Bearer authorization header from variable",
            "from": [
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                "file": 74
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            ]
          },
          {
            "id": "objectives/evasion/security-bypass/waf::cloudflare-clearance-reference",
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            "desc": "References Cloudflare challenge clearance",
            "from": [
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                "file": 25
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            "desc": "Agent skill manifest frontmatter",
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              {
                "file": 24
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          {
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            "from": [
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                "file": 31
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          {
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            "desc": "npm package includes .exe files"
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            "crit": 2,
            "desc": "ES6 spread operator (in array/object context)",
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            "from": [
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              633
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          },
          {
            "id": "micro-behaviors/communications/socket/init::send-api",
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            "desc": "Winsock send import",
            "from": [
              {
                "file": 3
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            ]
          },
          {
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            "crit": 3,
            "desc": "References Node.js stdout stream",
            "from": [
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                "file": 5
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            ]
          },
          {
            "id": "micro-behaviors/data/manipulation::string-replace-result-assignment",
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            "crit": 3,
            "desc": "Assigns a string replace result",
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            ]
          },
          {
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            "crit": 3,
            "desc": "Tokio runtime worker thread",
            "from": [
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                "file": 3
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            ]
          },
          {
            "id": "objectives/execution/automation/agent::agent-target-operation-forward",
            "atk": "T1059,T1190,T1595",
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            "crit": 3,
            "desc": "Agent names target probing activity"
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            "id": "metadata/import/npm/module::module",
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            "crit": 2,
            "desc": "imports node:module",
            "from": [
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            ]
          },
          {
            "id": "objectives/evasion/security-bypass/waf::kasada-name-reference",
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            "crit": 1,
            "desc": "References Kasada bot defense",
            "from": [
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                "file": 23
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            ]
          },
          {
            "id": "micro-behaviors/data/encode/base64::node-buffer-base64-encode",
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            "crit": 3,
            "desc": "Encodes Node.js Buffer output as Base64",
            "from": [
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                "file": 28
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            ]
          },
          {
            "id": "metadata/import/python/relative/1/transport/filter_available::filter_available",
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            "desc": "imports .transport.filter_available from .transport",
            "from": [
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            ]
          },
          {
            "id": "micro-behaviors/communications/dns/lookup/resolver::socket-dns-lookup",
            "conf": 0.8,
            "crit": 3,
            "desc": "Socket-based DNS lookup capability",
            "from": [
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                "file": 46
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          },
          {
            "id": "micro-behaviors/communications/http/client/library::curl-cffi-import",
            "conf": 0.96,
            "crit": 3,
            "desc": "Imports the curl_cffi Python client",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/spawn::spawn-call",
            "atk": "T1106",
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            "crit": 3,
            "desc": "Calls imported Node child_process spawn",
            "from": [
              {
                "file": 4
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              {
                "file": 28
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              {
                "file": 30
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            ],
            "uses": [
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              330
            ]
          },
          {
            "id": "micro-behaviors/fs/path/agent-config/directory::claude-config-directory",
            "conf": 0.9,
            "crit": 3,
            "desc": "Claude Code config directory path",
            "from": [
              {
                "file": 23
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            ]
          },
          {
            "id": "metadata/import/python/unittest/mock::mock",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports mock from unittest",
            "from": [
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                "file": 51
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            ]
          },
          {
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                "file": 65
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          {
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            "from": [
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                "file": 38
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          {
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            "crit": 2,
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            "from": [
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                "file": 68
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            "uses": [
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          {
            "id": "metadata/import/python/relative/1/safety/classify_url::classify_url",
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          {
            "id": "micro-behaviors/communications/http/user-agent::browser-mozilla-5-0",
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            "desc": "References Mozilla/5.0 User-Agent prefix",
            "from": [
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                "file": 36
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          {
            "id": "micro-behaviors/communications/http/url/build::network-destination-function-binding",
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            "desc": "Network destination assigned from call",
            "from": [
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                "file": 69
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          {
            "id": "metadata/package/files/included::package-json-basename",
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            "crit": 3,
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              {
                "file": 7
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            "desc": "Package restricts supported operating systems"
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          {
            "id": "micro-behaviors/data/control-flow/module-exec::module-scope-zero-arg-call",
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            "crit": 3,
            "desc": "Module scope assigns zero-argument call",
            "from": [
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                "file": 29
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            ]
          },
          {
            "id": "metadata/import/python/nodriver::uc",
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            "crit": 2,
            "desc": "imports nodriver as uc",
            "from": [
              {
                "file": 42
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            ]
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          {
            "id": "micro-behaviors/process/fd/stdio::python-stderr-stream-name",
            "conf": 0.84,
            "crit": 3,
            "desc": "Python references the stderr stream",
            "from": [
              {
                "file": 32
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            ]
          },
          {
            "id": "objectives/anti-analysis/sandbox-detect/script::python-locale-prefix-check",
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            "mbc": "B0003",
            "conf": 0.84,
            "crit": 3,
            "desc": "Python locale prefix check",
            "from": [
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                "file": 45
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            ]
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          {
            "id": "metadata/import/python/engine/transport/sessionpool::sessionpool",
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            "crit": 2,
            "desc": "imports SessionPool from engine.transport",
            "from": [
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                "file": 52
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          {
            "id": "metadata/import/python/tempfile::_tempfile",
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            "from": [
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            "id": "objectives/anti-static/obfuscation/code-metrics/identifiers::python-benchmark-basename-atom",
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            "mbc": "B0032",
            "conf": 0.95,
            "crit": 3,
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            "from": [
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                "file": 33
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            "crit": 3,
            "desc": "String literal names the Safari browser",
            "from": [
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                "file": 38
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            ]
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          {
            "id": "metadata/import/python/socket::socket",
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            "crit": 3,
            "desc": "imports socket",
            "from": [
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                "file": 46
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            ]
          },
          {
            "id": "micro-behaviors/process/resources/limits::set-job-object-information",
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            "crit": 3,
            "desc": "Set job object limits",
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                "file": 3
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            "id": "metadata/import/python/pathlib/path::path",
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            "from": [
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                "file": 34
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            "id": "metadata/import/python/relative/1/phase0/route::route",
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                "file": 76
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          {
            "id": "micro-behaviors/os/env/ai-provider::python-api-key-env-read",
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            "crit": 3,
            "desc": "Python reads API key env vars",
            "from": [
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                "file": 74
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            "id": "well-known/app/ai/coding-agent/openclaw::openclaw-skill-text",
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            "crit": 3,
            "desc": "OpenClaw skill text marker",
            "from": [
              {
                "file": 26
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            "uses": [
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          },
          {
            "id": "micro-behaviors/communications/socket/init::recv-api",
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            "crit": 3,
            "desc": "Winsock receive import",
            "from": [
              {
                "file": 3
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            ]
          },
          {
            "id": "metadata/import/python/engine/phase0::phase0",
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            "crit": 2,
            "desc": "imports engine.phase0 as phase0",
            "from": [
              {
                "file": 51
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            ]
          },
          {
            "id": "micro-behaviors/os/api-resolution/dynamic::python-spec-from-file-location",
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            "crit": 3,
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            "from": [
              {
                "file": 68
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            ]
          },
          {
            "id": "micro-behaviors/data/string/conversion::tostring-call",
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            "crit": 3,
            "desc": "Calls JavaScript toString conversion method",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/data/control-flow/loop::js-length-loop-compound-add",
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            "crit": 3,
            "desc": "Length-bounded loop uses compound addition",
            "from": [
              {
                "file": 28
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/curl::curl-command-remote-url",
            "conf": 0.85,
            "crit": 3,
            "desc": "curl command names a remote HTTP(S) URL",
            "from": [
              {
                "file": 9
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          {
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            "crit": 1,
            "desc": "Claude CLI command token",
            "from": [
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                "file": 28
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          {
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            "from": [
              {
                "file": 28
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          {
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            "from": [
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                "file": 49
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          },
          {
            "id": "micro-behaviors/communications/http/lib/urllib::urllib-word",
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            "crit": 3,
            "desc": "References Python urllib HTTP client",
            "from": [
              {
                "file": 36
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          },
          {
            "id": "objectives/evasion/indicator-removal/timestamps::export-timestamp-maxval",
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            "conf": 0.9,
            "crit": 3,
            "desc": "Export dir timestamp set to 0xFFFFFFFF",
            "from": [
              {
                "file": 3
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            ]
          },
          {
            "id": "metadata/import/python/engine/session_input/load_cookie_file::load_cookie_file",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports load_cookie_file from engine.session_input",
            "from": [
              {
                "file": 52
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            ]
          },
          {
            "id": "metadata/import/python/relative/1/transport/pool::pool",
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            "crit": 2,
            "desc": "imports .transport.POOL from .transport",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "micro-behaviors/os/env/user-paths::node-localappdata-access",
            "conf": 0.9,
            "crit": 3,
            "desc": "Node reads Windows LOCALAPPDATA directory",
            "from": [
              {
                "file": 4
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          },
          {
            "id": "micro-behaviors/process/resources/limits::assign-process-job-object",
            "conf": 0.92,
            "crit": 3,
            "desc": "Assign process to job object",
            "from": [
              {
                "file": 3
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            ]
          },
          {
            "id": "metadata/import/python/relative/1/transport/_root_of::_root_of",
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            "crit": 2,
            "desc": "imports .transport._root_of from .transport",
            "from": [
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                "file": 38
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            ]
          },
          {
            "id": "micro-behaviors/fs/file/copy::js-copyfile-sync-import",
            "conf": 0.9,
            "crit": 3,
            "desc": "JavaScript calls imported copyFileSync",
            "from": [
              {
                "file": 29
              }
            ]
          },
          {
            "id": "micro-behaviors/os/env/secret-name::python-environ-credential-keyword-filter",
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            "crit": 3,
            "desc": "Python environment access uses credential-named keys",
            "from": [
              {
                "file": 74
              }
            ],
            "uses": [
              137
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          },
          {
            "id": "objectives/evasion/security-bypass/waf::multi-vendor-antibot-solvers",
            "conf": 0.95,
            "crit": 3,
            "desc": "Package lists multiple anti-bot solver vendors",
            "from": [
              {
                "file": 16
              }
            ],
            "uses": [
              52,
              412,
              426,
              483,
              484,
              520,
              639
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          },
          {
            "id": "metadata/import/python/curl_cffi/requests::r",
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            "crit": 3,
            "desc": "imports requests from curl_cffi as r",
            "from": [
              {
                "file": 36
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            ]
          },
          {
            "id": "metadata/import/python/functools/lru_cache::lru_cache",
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            "crit": 2,
            "desc": "imports lru_cache from functools",
            "from": [
              {
                "file": 69
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/file/open::nt-create-file",
            "conf": 0.93,
            "crit": 3,
            "desc": "NtCreateFile API import",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/data/manipulation::untrusted-content-data-boundary-en",
            "conf": 0.97,
            "crit": 3,
            "desc": "Untrusted-data boundary in English",
            "from": [
              {
                "file": 23
              }
            ]
          },
          {
            "id": "micro-behaviors/os/exception/error-handling::unhandled-exception-filter-import",
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            "crit": 2,
            "desc": "Invoke unhandled exception filter",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/data/control-flow/module-exec::direct-zero-arg-call",
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            "crit": 3,
            "desc": "Invokes zero-argument function at module scope",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "objectives/evasion/security-bypass/waf::imperva-name-reference",
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            "crit": 1,
            "desc": "References Imperva or Incapsula",
            "from": [
              {
                "file": 72
              }
            ]
          },
          {
            "id": "objectives/evasion/security-bypass/waf::datadome-name-reference",
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            "crit": 1,
            "desc": "References DataDome bot defense",
            "from": [
              {
                "file": 6
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            ]
          },
          {
            "id": "metadata/import/python/engine/observations_log::observations_log",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports observations_log from engine",
            "from": [
              {
                "file": 67
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/hash/digest::python-sha256-hexdigest",
            "conf": 0.9,
            "crit": 3,
            "desc": "Computes a SHA-256 hex digest in Python",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/script/automation::playwright-page-evaluate",
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            "crit": 3,
            "desc": "Executes code with Playwright page.evaluate()",
            "from": [
              {
                "file": 39
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/session_input/redact_cookie_values::redact_cookie_values",
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            "crit": 2,
            "desc": "imports .session_input.redact_cookie_values from .session_input",
            "from": [
              {
                "file": 37
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          },
          {
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            "crit": 3,
            "desc": "Manifest declares a bin entry"
          },
          {
            "id": "metadata/import/python/relative/1/fetch_chain/fetchresult::fetchresult",
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            "crit": 2,
            "desc": "imports .fetch_chain.FetchResult from .fetch_chain",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
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            "atk": "T1129",
            "conf": 0.95,
            "crit": 3,
            "desc": "Create thread in current process",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/fetch_chain/_quality_score::_quality_score",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports _quality_score from engine.fetch_chain",
            "from": [
              {
                "file": 53
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/workers::parallel-submit-call",
            "conf": 0.88,
            "crit": 3,
            "desc": "Submits a task to an executor",
            "from": [
              {
                "file": 33
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/login::http-login-path",
            "atk": "T1071.001",
            "conf": 0.88,
            "crit": 3,
            "desc": "HTTP login path",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/read/file/full::read-node",
            "conf": 0.9,
            "crit": 3,
            "desc": "Reads files with Node.js",
            "from": [
              {
                "file": 4
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/mcp::mcp-client-config-key--mcpservers",
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            "crit": 3,
            "desc": "MCP client config key (mcpServers)",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/os/env/read::python-environ-copy",
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            "mbc": "E1082",
            "conf": 0.9,
            "crit": 3,
            "desc": "Copies the full process environment",
            "from": [
              {
                "file": 33
              }
            ]
          },
          {
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            "crit": 3,
            "desc": "Recursively traverses a Node.js directory tree",
            "from": [
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                "off": 26431,
                "file": 28,
                "line": 666
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                "file": 29,
                "line": 30
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              388
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          },
          {
            "id": "micro-behaviors/data/control-flow/error-handling::python-import-error-handler",
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            "mbc": "C0027",
            "conf": 0.5,
            "crit": 3,
            "desc": "Handles a missing-module ImportError",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "micro-behaviors/os/exception/handler::capture-context",
            "atk": "T1005",
            "conf": 0.9,
            "crit": 2,
            "desc": "Capture CPU context/registers",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/process/info/thread::get-current-thread-id",
            "conf": 0.9,
            "crit": 2,
            "desc": "Get current thread ID",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/binary/symbols/count::many-imports",
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            "crit": 2,
            "desc": "High number of imported symbols (\u003e80)",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/fetch_chain/_looks_like_pdf::_looks_like_pdf",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports _looks_like_pdf from engine.fetch_chain",
            "from": [
              {
                "file": 53
              }
            ]
          },
          {
            "id": "micro-behaviors/data/string/conversion::python-bytes-string-conversion",
            "conf": 0.86,
            "crit": 3,
            "desc": "Python bytes/string encoding conversion",
            "from": [
              {
                "file": 53
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/location::home-hidden-dotdir-ref",
            "conf": 0.6,
            "crit": 3,
            "desc": "Home-relative hidden directory path literal",
            "from": [
              {
                "file": 35
              }
            ]
          },
          {
            "id": "metadata/import/package::python-hashlib-import",
            "conf": 0.9,
            "crit": 3,
            "desc": "Python imports the hashlib library",
            "from": [
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                "file": 35
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            ]
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          {
            "id": "metadata/import/npm/anthropic-ai/claude-agent-sdk::anthropic-ai/claude-agent-sdk",
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            "crit": 2,
            "desc": "imports @anthropic-ai/claude-agent-sdk",
            "from": [
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                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/directory/mkdir::mkdir-sync-call",
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            "crit": 3,
            "desc": "Creates a directory synchronously",
            "from": [
              {
                "file": 29
              }
            ]
          },
          {
            "id": "micro-behaviors/os/random/generator::system-function-036-symbol",
            "conf": 0.9,
            "crit": 3,
            "desc": "SystemFunction036 imported",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/import/package::python-network-client-imports",
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            "crit": 3,
            "desc": "Imports a Python network client library",
            "from": [
              {
                "file": 36
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            "uses": [
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              341,
              343,
              452,
              565,
              582,
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              714,
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          {
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            "crit": 3,
            "desc": "Codex config directory path",
            "from": [
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                "file": 23
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            ]
          },
          {
            "id": "micro-behaviors/process/io/stream::process-stdout-data-listener",
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            "crit": 3,
            "desc": "Registers a process stdout data listener",
            "from": [
              {
                "file": 28
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            ]
          },
          {
            "id": "metadata/import/python/engine/executor/_parse_envelope::_parse_envelope",
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            "crit": 2,
            "desc": "imports _parse_envelope from engine.executor",
            "from": [
              {
                "file": 62
              }
            ]
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          {
            "id": "micro-behaviors/data/control-flow/error-handling::broad-exception-return-suppression",
            "atk": "T1027",
            "mbc": "C0027",
            "conf": 0.86,
            "crit": 3,
            "desc": "Broad exception returns failure sentinel",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "micro-behaviors/ui/window/enumerate::browser-body-innertext-read",
            "conf": 0.9,
            "crit": 3,
            "desc": "Reads visible browser body text",
            "from": [
              {
                "file": 5
              }
            ]
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          {
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            "desc": "Domain tracking field",
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          {
            "id": "micro-behaviors/communications/url/encoded::encoded-http-url",
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            "desc": "Encoded URL decoded to http(s)",
            "from": [
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                "file": 65
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            ]
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          {
            "id": "micro-behaviors/os/syscall/invoke::all-ones-handle-constant",
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            "desc": "All-ones x64 handle constant",
            "from": [
              {
                "file": 3
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            "id": "metadata/lang/generated::codegen-source-path",
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            "crit": 2,
            "desc": "Code generation source path",
            "from": [
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                "file": 5
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          {
            "id": "micro-behaviors/communications/http/url/tld::reserved-documentation-tld-url",
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            "crit": 3,
            "desc": "URL uses RFC 2606 reserved documentation TLD",
            "from": [
              {
                "file": 50
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            ]
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          {
            "id": "metadata/import/python/concurrent/futures::concurrent/futures",
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            "crit": 2,
            "desc": "imports concurrent.futures",
            "from": [
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                "file": 33
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          {
            "id": "metadata/import/python/scrapling/fetchers/stealthyfetcher::stealthyfetcher",
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            "crit": 2,
            "desc": "imports StealthyFetcher from scrapling.fetchers",
            "from": [
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                "file": 47
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          {
            "id": "micro-behaviors/data/serialize/json::json-load-call",
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            "crit": 3,
            "desc": "Python json.load call",
            "from": [
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                "file": 39
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          {
            "id": "metadata/import/python/concurrent/futures/threadpoolexecutor::threadpoolexecutor",
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            "crit": 2,
            "desc": "imports ThreadPoolExecutor from concurrent.futures",
            "from": [
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                "file": 33
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          {
            "id": "metadata/import/npm/os::os",
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            "crit": 3,
            "desc": "imports node:os",
            "from": [
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                "file": 28
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          {
            "id": "metadata/package/testing/scripted::pytest",
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            "crit": 3,
            "desc": "pytest test framework",
            "from": [
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                "file": 68
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            "uses": [
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              436
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          {
            "id": "metadata/import/python/importlib/util::importlib/util",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports importlib.util",
            "from": [
              {
                "file": 36
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          },
          {
            "id": "micro-behaviors/communications/http/request/route::status-checkin-route",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.92,
            "crit": 3,
            "desc": "HTTP status, check-in, or heartbeat route",
            "from": [
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                "file": 28
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          {
            "id": "metadata/package/agent-skill::agent-skill-directory-member",
            "conf": 0.95,
            "crit": 3,
            "desc": "File inside an agent skill directory",
            "from": [
              {
                "file": 2
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            ]
          },
          {
            "id": "micro-behaviors/os/sysinfo/platform/browser::browser-identity-input",
            "atk": "T1082",
            "conf": 0.9,
            "crit": 3,
            "desc": "Reads browser identity or display input",
            "from": [
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              {
                "file": 6
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          },
          {
            "id": "metadata/lang/natural::lang-english--atom-1",
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            "crit": 1,
            "desc": "English function-word token \"the\"",
            "from": [
              {
                "file": 1
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          },
          {
            "id": "metadata/import/npm/child_process::child_process",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports node:child_process",
            "from": [
              {
                "file": 4
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          {
            "id": "micro-behaviors/data/string/replace::chained-replace-calls",
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            "crit": 3,
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            "from": [
              {
                "file": 28
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            ]
          },
          {
            "id": "micro-behaviors/os/env/ai-provider::anthropic-api-key-name-reference",
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            "crit": 3,
            "desc": "References ANTHROPIC_API_KEY env variable",
            "from": [
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                "file": 28
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            ]
          },
          {
            "id": "micro-behaviors/fs/write/file/full::node-fs-promises-import",
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            "crit": 2,
            "desc": "Imports the Node fs/promises API",
            "from": [
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                "file": 28
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          {
            "id": "metadata/import/python/engine::engine",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports engine",
            "from": [
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                "file": 49
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          },
          {
            "id": "objectives/evasion/security-bypass/waf::recaptcha-name-reference",
            "conf": 0.9,
            "crit": 1,
            "desc": "References reCAPTCHA",
            "from": [
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                "file": 10
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            ]
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          {
            "id": "metadata/import/python/types/simplenamespace::simplenamespace",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports SimpleNamespace from types",
            "from": [
              {
                "file": 58
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            ]
          },
          {
            "id": "micro-behaviors/fs/path/private-key::ssh-private-key-filename-rsa",
            "atk": "T1552.001",
            "conf": 0.95,
            "crit": 3,
            "desc": "id_rsa filename constant",
            "from": [
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                "file": 35
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            ]
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-4",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"have\"",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/os/env/enumeration::python-environ-dict",
            "conf": 0.9,
            "crit": 3,
            "desc": "Python snapshots the full process environment",
            "from": [
              {
                "file": 37
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            ]
          },
          {
            "id": "metadata/import/python/os::os",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports os",
            "from": [
              {
                "file": 33
              }
            ]
          },
          {
            "id": "metadata/import/python/unittest::unittest",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports unittest",
            "from": [
              {
                "file": 51
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            ]
          },
          {
            "id": "metadata/import/python/datetime/datetime::datetime",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports datetime from datetime",
            "from": [
              {
                "file": 38
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            ]
          },
          {
            "id": "metadata/binary/vendor::microsoft-corp-marker-rdata",
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            "crit": 3,
            "desc": "Microsoft name in read-only data",
            "from": [
              {
                "file": 3
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            ]
          },
          {
            "id": "metadata/import/python/engine/content_safety::engine/content_safety",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports engine.content_safety",
            "from": [
              {
                "file": 65
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            ]
          },
          {
            "id": "micro-behaviors/process/terminate/kill::exit-process",
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            "crit": 2,
            "desc": "Exit current process",
            "from": [
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                "file": 3
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            ]
          },
          {
            "id": "metadata/import/python/time::time",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports time",
            "from": [
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                "file": 33
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/read/file/handle::file-read-api-call",
            "conf": 0.9,
            "crit": 3,
            "desc": "Calls JavaScript readFile API",
            "from": [
              {
                "file": 28
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            ]
          },
          {
            "id": "metadata/import/python/dataclasses::dataclasses",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports dataclasses",
            "from": [
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                "file": 35
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            ]
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          {
            "id": "metadata/lang/compiler/systems::rustc-path",
            "conf": 0.95,
            "crit": 2,
            "desc": "Rust compiler path in binary",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/data/llm/agent::native-ai-agent-identity",
            "conf": 0.95,
            "crit": 3,
            "desc": "Native AI coding-agent reference",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/package/testing/presence/harness::python-test-file",
            "conf": 0.7,
            "crit": 2,
            "desc": "Python test file suffix",
            "from": [
              {
                "file": 49
              }
            ]
          },
          {
            "id": "metadata/import/python/enum/enum::enum",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports Enum from enum",
            "from": [
              {
                "file": 72
              }
            ]
          },
          {
            "id": "micro-behaviors/data/control-flow/module-exec::module-level-side-effect-call",
            "conf": 0.82,
            "crit": 3,
            "desc": "Python module-level function call"
          },
          {
            "id": "micro-behaviors/os/exception/error-handling::set-unhandled-exception-filter-import",
            "conf": 0.86,
            "crit": 2,
            "desc": "Register unhandled exception filter",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/data/parse/vocabulary::password-key-value-pair",
            "conf": 0.8,
            "crit": 3,
            "desc": "password/passwd key with inline value",
            "from": [
              {
                "file": 41
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/request/beacon::embedded-node-recurring-timer",
            "atk": "T1071.001",
            "conf": 0.94,
            "crit": 3,
            "desc": "Embeds recurring Node timer callback",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "objectives/evasion/security-bypass/waf::perimeterx-name-reference",
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            "crit": 3,
            "desc": "References PerimeterX bot defense",
            "from": [
              {
                "file": 16
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            ]
          },
          {
            "id": "metadata/import/python/engine/waf_detector::engine/waf_detector",
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            "crit": 2,
            "desc": "imports engine.waf_detector",
            "from": [
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                "file": 49
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            ]
          },
          {
            "id": "micro-behaviors/data/string/assembly::stack-immediate-byte-string-x64",
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            "crit": 3,
            "desc": "Native stack immediate byte-string fragment",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/request/tasking::http-task-command-field-read",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.94,
            "crit": 3,
            "desc": "Reads structured task command field",
            "from": [
              {
                "file": 66
              }
            ]
          },
          {
            "id": "micro-behaviors/time/schedule/interval::repeated-settimeout",
            "conf": 0.9,
            "crit": 3,
            "desc": "Contains at least six setTimeout calls",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "objectives/supply-chain/install-hook/scripts/import-chain::scripts-postinstall-executor-node",
            "atk": "T1195.002",
            "conf": 0.75,
            "crit": 3,
            "desc": "postinstall invokes node"
          },
          {
            "id": "metadata/import/python/engine/fetch_chain/fetchresult::fetchresult",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports FetchResult from engine.fetch_chain",
            "from": [
              {
                "file": 53
              }
            ]
          },
          {
            "id": "objectives/evasion/masquerade/traffic::browser-html-accept-header",
            "atk": "T1071.001",
            "mbc": "B0030",
            "conf": 0.8,
            "crit": 3,
            "desc": "Browser HTML Accept header literal",
            "from": [
              {
                "file": 45
              }
            ]
          },
          {
            "id": "metadata/import/python/html/unescape::unescape",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports unescape from html",
            "from": [
              {
                "file": 76
              }
            ]
          },
          {
            "id": "micro-behaviors/os/clipboard/read::get-clipboard-data",
            "conf": 0.75,
            "crit": 3,
            "desc": "Read data from clipboard",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/network::engine/network",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports engine.network",
            "from": [
              {
                "file": 59
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/proxy/socks::socks5-string",
            "atk": "T1090",
            "mbc": "C0001",
            "conf": 0.5,
            "crit": 3,
            "desc": "SOCKS5 proxy URL or operation marker",
            "from": [
              {
                "file": 59
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/validators/verdict::verdict",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .validators.Verdict from .validators",
            "from": [
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                "file": 31
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/url/build::python-url-literal-concatenation",
            "mbc": "C0002",
            "conf": 0.85,
            "crit": 3,
            "desc": "URL literal extended by concatenation",
            "from": [
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                "file": 45
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          },
          {
            "id": "metadata/package/testing/presence/harness::test-or-declaration-file",
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            "crit": 1,
            "desc": "File is a test or type-declaration source file",
            "from": [
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            ],
            "uses": [
              247
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          },
          {
            "id": "metadata/lang/natural::lang-korean",
            "conf": 0.8,
            "crit": 3,
            "desc": "Contains Hangul script",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/data/string/split::js-split-call",
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            "crit": 3,
            "desc": "Calls JavaScript split()",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/url/query::nested-remote-url-value",
            "conf": 0.95,
            "crit": 3,
            "desc": "Query value contains a remote URL",
            "from": [
              {
                "file": 26
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/shell/spawn::subprocess-timeout-expired-text",
            "conf": 0.88,
            "crit": 3,
            "desc": "Subprocess TimeoutExpired reference",
            "from": [
              {
                "file": 33
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/user-agent::apple-user-agent-branch",
            "conf": 0.9,
            "crit": 3,
            "desc": "Tests iPhone or iPad User-Agent",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/validators/validationresult::validationresult",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .validators.ValidationResult from .validators",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "micro-behaviors/data/encode/base64::json-stringify-base64",
            "mbc": "C0026",
            "conf": 0.85,
            "crit": 3,
            "desc": "JSON stringified to base64",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/envelope::json-type-field",
            "conf": 0.9,
            "crit": 3,
            "desc": "JSON object type field fragment",
            "from": [
              {
                "file": 68
              }
            ]
          },
          {
            "id": "metadata/import/python/urllib/request::urllib/request",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports urllib.request",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/urllib::urllib-urlopen-call",
            "conf": 0.82,
            "crit": 3,
            "desc": "Calls Python urllib urlopen",
            "from": [
              {
                "file": 36
              }
            ],
            "uses": [
              153,
              699
            ]
          },
          {
            "id": "micro-behaviors/process/fd/stdio::stdout-string",
            "conf": 0.3,
            "crit": 2,
            "desc": "References the stdout stream name",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "metadata/package/repository::repo-url-git-host",
            "conf": 0.9,
            "crit": 3,
            "desc": "Repository identifies major Git host"
          },
          {
            "id": "metadata/import/python/curl_cffi/requests::cffi_requests",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports requests from curl_cffi as cffi_requests",
            "from": [
              {
                "file": 69
              }
            ]
          },
          {
            "id": "micro-behaviors/os/env/secret-name::python-sensitive-env-read",
            "conf": 0.9,
            "crit": 3,
            "desc": "Python reads credential-named environment variable",
            "from": [
              {
                "file": 74
              }
            ],
            "uses": [
              137,
              328
            ]
          },
          {
            "id": "micro-behaviors/process/control/info::process-info-class-30-constant",
            "atk": "T1562",
            "conf": 0.8,
            "crit": 3,
            "desc": "Immediate process-information class value 30",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "well-known/tool/detection/skill-scanner::verdict-enum",
            "conf": 0.99,
            "crit": 3,
            "desc": "Skill Scanner verdict enumeration",
            "from": [
              {
                "file": 72
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/ip/endpoint::ftp-port-21",
            "conf": 0.6,
            "crit": 3,
            "desc": "FTP service port number",
            "from": [
              {
                "file": 59
              }
            ]
          },
          {
            "id": "metadata/lang/compiler/systems::rust-src-path",
            "conf": 0.85,
            "crit": 2,
            "desc": "Rust source file path (.rs)",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/phase0/route_media::_phase0_route_media",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .phase0.route_media from .phase0 as _phase0_route_media",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/session_input::engine/session_input",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports engine.session_input",
            "from": [
              {
                "file": 52
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/requests::requests-post",
            "conf": 0.85,
            "crit": 3,
            "desc": "Calls requests.post() in Python",
            "from": [
              {
                "file": 74
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/learning::learning",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports learning from engine",
            "from": [
              {
                "file": 63
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/url/endpoint::domain-collection-path-token",
            "conf": 0.92,
            "crit": 3,
            "desc": "domain collection URL path segment",
            "from": [
              {
                "file": 61
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/file/handle::set-file-pointer-ex",
            "conf": 0.9,
            "crit": 2,
            "desc": "Set file position extended",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/temp/directory::python-temporary-directory-context",
            "conf": 0.9,
            "crit": 3,
            "desc": "Uses a Python TemporaryDirectory context",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "metadata/import/python/urllib/parse/urlparse::urlparse",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports urlparse from urllib.parse",
            "from": [
              {
                "file": 43
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            ]
          },
          {
            "id": "objectives/supply-chain/install-hook/scripts/declaration::has-postinstall",
            "atk": "T1195.002",
            "conf": 0.85,
            "crit": 3,
            "desc": "Has postinstall script hook"
          },
          {
            "id": "well-known/lib/format/pyyaml::pyyaml-library-context",
            "conf": 0.98,
            "crit": 3,
            "desc": "PyYAML library context",
            "from": [
              {
                "file": 73
              }
            ],
            "uses": [
              361
            ]
          },
          {
            "id": "micro-behaviors/process/fd/stdio::python-stdout-stream-name",
            "conf": 0.84,
            "crit": 3,
            "desc": "Python references the stdout stream",
            "from": [
              {
                "file": 32
              }
            ]
          },
          {
            "id": "metadata/import/python/shutil::shutil",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports shutil",
            "from": [
              {
                "file": 36
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            ]
          },
          {
            "id": "micro-behaviors/process/create/direct::native-process-launch-call-text",
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            "crit": 3,
            "desc": "References a native child-process launch call",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/fetch_chain/_fetch_core::_fetch_core",
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            "crit": 2,
            "desc": "imports _fetch_core from engine.fetch_chain",
            "from": [
              {
                "file": 58
              }
            ]
          },
          {
            "id": "micro-behaviors/data/format/locale::js-locale-formatting-call",
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            "crit": 3,
            "desc": "JavaScript locale-aware formatting call",
            "from": [
              {
                "file": 28
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            ]
          },
          {
            "id": "micro-behaviors/time/query::js-triple-date-now",
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            "crit": 3,
            "desc": "3+ Date.now() calls",
            "from": [
              {
                "file": 28
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            ]
          },
          {
            "id": "metadata/import/python/engine/transport/_retry_after_seconds::_retry_after_seconds",
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            "crit": 2,
            "desc": "imports _retry_after_seconds from engine.transport",
            "from": [
              {
                "file": 50
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            ]
          },
          {
            "id": "metadata/import/python/asyncio::asyncio",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports asyncio",
            "from": [
              {
                "file": 42
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            ]
          },
          {
            "id": "micro-behaviors/mem/sync/mutex::initialize-slist-head",
            "conf": 0.9,
            "crit": 2,
            "desc": "Initializes a Windows lock-free list",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/network/diagnose_trace::diagnose_trace",
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            "crit": 3,
            "desc": "imports diagnose_trace from engine.network",
            "from": [
              {
                "file": 59
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            ]
          },
          {
            "id": "objectives/execution/interpreter/script/npm::npm-postinstall-script",
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            "crit": 3,
            "desc": "Declares an npm postinstall lifecycle hook"
          },
          {
            "id": "micro-behaviors/os/module/search-path::sys-path-mutate",
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            "crit": 3,
            "desc": "Modifies module search path (sys.path)",
            "from": [
              {
                "file": 36
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            ]
          },
          {
            "id": "metadata/import/python/engine/fetch_chain/fetch_many::fetch_many",
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            "crit": 2,
            "desc": "imports fetch_many from engine.fetch_chain",
            "from": [
              {
                "file": 62
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/client/library::urllib-request",
            "conf": 0.8,
            "crit": 3,
            "desc": "Imports Python urllib.request HTTP client",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/subprocess::run-ast",
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            "crit": 3,
            "desc": "Calls subprocess.run to launch a process",
            "from": [
              {
                "file": 33
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/read/file/handle::read-file",
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            "crit": 2,
            "desc": "Read data from file handle",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/response::rate-limit-header-handling",
            "atk": "T1590",
            "mbc": "C0002",
            "conf": 0.93,
            "crit": 3,
            "desc": "Recognizes HTTP 429 and Retry-After",
            "from": [
              {
                "off": 3831,
                "file": 50,
                "line": 115
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              {
                "off": 13097,
                "file": 69,
                "line": 311
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              {
                "off": 8347,
                "file": 72,
                "line": 226
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            ],
            "uses": [
              123,
              262
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          },
          {
            "id": "micro-behaviors/communications/http/lib/urllib::urllib-urlopen-call-symbol",
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            "crit": 3,
            "desc": "Calls fully qualified urllib urlopen",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/llm-proxy::llm-token-usage-json--rx-9",
            "atk": "T1071.001",
            "conf": 0.65,
            "crit": 3,
            "desc": "LLM input-token count field",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "metadata/import/python/urllib/parse/quote_plus::quote_plus",
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            "crit": 3,
            "desc": "imports quote_plus from urllib.parse",
            "from": [
              {
                "file": 76
              }
            ]
          },
          {
            "id": "objectives/evasion/security-bypass/llm/override::llm-ignore-prior-instructions-literal",
            "conf": 0.88,
            "crit": 3,
            "desc": "Code embeds ignore-prior prompt",
            "from": [
              {
                "file": 65
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            ]
          },
          {
            "id": "metadata/import/python/engine/transport/_retry_transient::_retry_transient",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports _retry_transient from engine.transport",
            "from": [
              {
                "file": 50
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/executor::engine/executor",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports engine.executor",
            "from": [
              {
                "file": 62
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            ]
          },
          {
            "id": "metadata/import/python/urllib/parse/parse_qsl::parse_qsl",
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            "crit": 3,
            "desc": "imports parse_qsl from urllib.parse",
            "from": [
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                "file": 70
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/urllib::urllib-request-object",
            "conf": 0.82,
            "crit": 3,
            "desc": "urllib Request object creation",
            "from": [
              {
                "file": 36
              }
            ],
            "uses": [
              728
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          },
          {
            "id": "micro-behaviors/crypto/hash/digest::python-sha256-operation",
            "mbc": "C0029",
            "conf": 0.88,
            "crit": 3,
            "desc": "Performs Python SHA-256 operation",
            "from": [
              {
                "file": 38
              }
            ]
          },
          {
            "id": "metadata/file/string/cloud::cloud-instance-metadata-link-local-host",
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            "crit": 3,
            "desc": "Cloud instance metadata link-local address",
            "from": [
              {
                "file": 46
              }
            ]
          },
          {
            "id": "micro-behaviors/process/debug/detect::is-debugger-present-import",
            "conf": 0.9,
            "crit": 3,
            "desc": "References the IsDebuggerPresent API",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "objectives/command-and-control/channel/http-beacon::chrome-spoof-user-agent-pe--rx-2",
            "atk": "T1071.001",
            "mbc": "B0030",
            "conf": 0.9,
            "crit": 3,
            "desc": "WebKit compatibility User-Agent fragment",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/llm-proxy::llm-token-usage-json--rx-7",
            "atk": "T1071.001",
            "conf": 0.65,
            "crit": 3,
            "desc": "LLM output-token count field",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "metadata/package/testing/presence/path::tests-path-basename",
            "conf": 1.0,
            "crit": 2,
            "desc": "Tests path basename",
            "from": [
              {
                "file": 33
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/proxy/socks::socks5-proto",
            "atk": "T1090",
            "mbc": "C0001",
            "conf": 0.6,
            "crit": 3,
            "desc": "SOCKS5 protocol reference",
            "from": [
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                "file": 41
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            ]
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          {
            "id": "metadata/import/python/urllib/parse/quote::quote",
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            "crit": 3,
            "desc": "imports quote from urllib.parse",
            "from": [
              {
                "file": 45
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/variable-spawn::spawn-variable-program",
            "conf": 0.82,
            "crit": 3,
            "desc": "Node spawns a variable program path",
            "from": [
              {
                "file": 4
              }
            ]
          },
          {
            "id": "micro-behaviors/os/clipboard/reference::register-clipboard-format-w",
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            "crit": 3,
            "desc": "Register custom clipboard format",
            "from": [
              {
                "file": 3
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            ]
          },
          {
            "id": "metadata/import/python/relative/1/waf_detector/detect::detect",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .waf_detector.detect from .waf_detector",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/check::python-os-path-isfile-text",
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            "crit": 3,
            "desc": "Python os.path.isfile path test text",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/response::source-http-200-status",
            "atk": "T1190",
            "mbc": "C0002",
            "conf": 0.9,
            "crit": 3,
            "desc": "Compares HTTP response status property to 200",
            "from": [
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                "file": 36
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/fetch_chain/_build_plan::_build_plan",
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            "crit": 2,
            "desc": "imports _build_plan from engine.fetch_chain",
            "from": [
              {
                "file": 61
              }
            ]
          },
          {
            "id": "objectives/impact/ui/manipulation/automation::ai-chat-host-target-set",
            "atk": "T1491",
            "conf": 0.94,
            "crit": 3,
            "desc": "Multiple AI chat host targets",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "metadata/binary/layout/entropy::high-entropy-64k-region",
            "conf": 1.0,
            "crit": 3,
            "desc": "Binary has a high-entropy 64 KiB region",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/data/format/pdf::python-pdf-xref-marker",
            "conf": 0.9,
            "crit": 3,
            "desc": "Python PDF cross-reference marker",
            "from": [
              {
                "file": 53
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/x_search/search_x::search_x",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports search_x from engine.x_search",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/workers::parallel-thread-executor",
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            "crit": 3,
            "desc": "Uses a thread or async task executor",
            "from": [
              {
                "file": 33
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/proxy/socks::socks4-string",
            "atk": "T1090",
            "mbc": "C0001",
            "conf": 0.5,
            "crit": 3,
            "desc": "SOCKS4 proxy protocol marker",
            "from": [
              {
                "file": 41
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/file/copy::copyfile-ex-w",
            "conf": 0.72,
            "crit": 3,
            "desc": "Copy files with progress callback",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/urllib::urllib-request-symbol",
            "conf": 0.82,
            "crit": 3,
            "desc": "urllib.request.Request symbol",
            "from": [
              {
                "file": 36
              }
            ]
          },
          {
            "id": "metadata/import/npm/url::url",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports node:url",
            "from": [
              {
                "file": 4
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/url_transforms::relative/1/url_transforms",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .url_transforms",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/validators/verdict::verdict",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports Verdict from engine.validators",
            "from": [
              {
                "file": 49
              }
            ]
          },
          {
            "id": "micro-behaviors/data/control-flow/assert::python-assert-statement",
            "conf": 0.95,
            "crit": 2,
            "desc": "Checks condition using Python assert"
          },
          {
            "id": "micro-behaviors/communications/socket/init::wsa-send",
            "conf": 0.9,
            "crit": 3,
            "desc": "Winsock overlapped send import",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/import/python/urllib/parse/unquote::unquote",
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            "crit": 3,
            "desc": "imports unquote from urllib.parse",
            "from": [
              {
                "file": 41
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/validators/validate::validate",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .validators.validate from .validators",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "micro-behaviors/data/control-flow/error-handling::silent-exception-pass",
            "atk": "T1027",
            "mbc": "C0027",
            "conf": 0.85,
            "crit": 3,
            "desc": "exception suppression via try/except pass",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "micro-behaviors/data/encode/url::encode-uri-component-call",
            "conf": 0.7,
            "crit": 3,
            "desc": "URL-encodes data via encodeURIComponent",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "objectives/credential-access/dump/system::routeros-api-user-print",
            "atk": "T1003",
            "conf": 0.92,
            "crit": 3,
            "desc": "RouterOS API user print",
            "from": [
              {
                "file": 59
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/private-key::ssh-private-key",
            "atk": "T1552.001",
            "conf": 0.95,
            "crit": 3,
            "desc": "SSH private-key path literal",
            "from": [
              {
                "file": 35
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/content_safety/end_untrusted_web_content::end_untrusted_web_content",
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            "crit": 2,
            "desc": "imports .content_safety.END_UNTRUSTED_WEB_CONTENT from .content_safety",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "objectives/execution/interpreter/script/embedded::powershell-cmdlet-patterns",
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            "crit": 3,
            "desc": "PS cmdlet naming pattern in non-PS code",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/client/response-body::python-response-body-member-reference",
            "conf": 0.8,
            "crit": 3,
            "desc": "Python response body member access"
          },
          {
            "id": "objectives/lateral-movement/exploit/scanner::file-inclusion-probe-payload",
            "atk": "T1210",
            "conf": 0.9,
            "crit": 3,
            "desc": "Local-file inclusion probe payload",
            "from": [
              {
                "file": 64
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/crate::hyper-crate",
            "conf": 0.7,
            "crit": 3,
            "desc": "hyper Rust HTTP library",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/data/llm/agent::tool-result-marker",
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            "crit": 3,
            "desc": "References an LLM tool-result marker",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "metadata/import/python/subprocess::_subprocess",
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            "crit": 3,
            "desc": "imports subprocess as _subprocess",
            "from": [
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                "file": 38
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/url/forge::public-code-forge-url",
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            "crit": 3,
            "desc": "References a public code-forge URL",
            "from": [
              {
                "file": 19
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/x_search_types::relative/1/x_search_types",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .x_search_types",
            "from": [
              {
                "file": 31
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/agent::remote-agent-task-command",
            "atk": "T1219",
            "mbc": "B0022",
            "conf": 0.92,
            "crit": 3,
            "desc": "Remote agent task command",
            "from": [
              {
                "file": 28
              }
            ]
          },
          {
            "id": "metadata/import/python/relative/1/network/redact_proxy::redact_proxy",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports .network.redact_proxy from .network",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "micro-behaviors/process/io/stream::stream-write-buffer-arg",
            "conf": 0.9,
            "crit": 3,
            "desc": "Writes a buffer argument to a stream",
            "from": [
              {
                "file": 53
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            ]
          },
          {
            "id": "metadata/import/python/engine/fetch_chain/_winning_route::_winning_route",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports _winning_route from engine.fetch_chain",
            "from": [
              {
                "file": 63
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/delete/file/library::deletefile-w",
            "conf": 0.66,
            "crit": 3,
            "desc": "DeleteFileW API symbol",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/package/agent-skill::agent-skill-md-basename",
            "conf": 0.95,
            "crit": 3,
            "desc": "Agent skill markdown file name",
            "from": [
              {
                "file": 23
              }
            ]
          },
          {
            "id": "metadata/import/python/importlib::importlib",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports importlib",
            "from": [
              {
                "file": 76
              }
            ]
          },
          {
            "id": "micro-behaviors/data/runtime/keywords::pipe-to-node",
            "conf": 0.88,
            "crit": 1,
            "desc": "Pipe to Node.js runtime token",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/os/env/secret-name::python-environ-items-password-marker",
            "conf": 0.92,
            "crit": 3,
            "desc": "Password marker string literal",
            "from": [
              {
                "file": 41
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/network/proxy_cache_key::proxy_cache_key",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports proxy_cache_key from engine.network",
            "from": [
              {
                "file": 59
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/waf_detector/detect::detect",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports detect from engine.waf_detector",
            "from": [
              {
                "file": 49
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/file/copy::shutil-copy",
            "conf": 0.8,
            "crit": 3,
            "desc": "Python shutil copies a file",
            "from": [
              {
                "file": 37
              }
            ]
          },
          {
            "id": "metadata/import/python/engine/executor::ex",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports engine.executor as ex",
            "from": [
              {
                "file": 58
              }
            ]
          },
          {
            "id": "micro-behaviors/os/exception/error-handling::get-last-error",
            "conf": 0.7,
            "crit": 2,
            "desc": "Get system error code",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/location::hidden-writable-path",
            "conf": 0.9,
            "crit": 3,
            "desc": "Hidden path in writable location",
            "from": [
              {
                "file": 5
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              "",
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              "",
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              "",
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            [
              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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            [
              "",
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            [
              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
              "JSON.stringify"
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
              "completeLingeringTasks"
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              "",
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              "",
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              "",
              "session.streamBlocks.clear"
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              "",
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              "",
              "adoptSessionId"
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
              "noteCompactBoundary"
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              "",
              "notify"
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              "",
              "rememberPermissionDenial"
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            [
              "",
              "notify"
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            [
              "",
              "notify"
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            [
              "",
              "notify"
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            [
              "",
              "consumeMessage"
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              "",
              "content.find"
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              "",
              "content.unshift"
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              "",
              "text.startsWith"
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            [
              "",
              "text.indexOf"
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              "",
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              "",
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              "",
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              "",
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            [
              "",
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              "",
              "CLAUDE_USER_ONLY_COMMANDS.has"
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              "",
              "explicitSkills.push"
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              "",
              "readFile"
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              "",
              "item.path.split.pop.toLowerCase"
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            [
              "",
              "item.path.split.pop"
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            [
              "",
              "item.path.split"
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            [
              "",
              "content.push"
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            [
              "",
              "bytes.toString"
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            [
              "",
              "content.unshift"
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              "",
              "explicitSkills.map"
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            [
              "",
              "prependHandoff"
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            [
              "",
              "result.find"
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            [
              "",
              "liveSessionId"
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            [
              "",
              "sessions.get"
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            [
              "",
              "Error"
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              "",
              "cancelUsageLimitWait"
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              "",
              "session.pendingPrompts.push"
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              "",
              "runPrompt"
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              "",
              "liveSessionId"
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              "",
              "sessions.get"
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              "",
              "Error"
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              "",
              "cancelUsageLimitWait"
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              "",
              "runPrompt"
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              "",
              "Error"
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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              "",
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            [
              "",
              "randomUUID"
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              "",
              "Boolean"
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              "",
              "isKoreanPrompt"
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              "",
              "notify"
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              "",
              "text.trim"
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            [
              "",
              "rest.replace"
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            [
              "",
              "RegExp"
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              "",
              "rest.replace"
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              "",
              "RegExp"
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              "",
              "rest.trim"
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              "",
              "isCompactSummary"
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              "",
              "text.trim.startsWith"
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              "",
              "text.trim"
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              "",
              "String.trim"
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              "",
              "String.trim"
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              "",
              "Map"
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              "",
              "Map"
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              "",
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              "",
              "stripInternalTags"
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              "",
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              "",
              "blocks.filter.map.join"
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              "",
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              "",
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              "",
              "blocks.some"
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              "",
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              "",
              "messageTime"
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              "",
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