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            "id": "micro-behaviors/os/privilege/query::proc-status-capability-mask",
            "conf": 0.9,
            "crit": 3,
            "desc": "Reads CapEff from own proc status",
            "from": [
              {
                "file": 113
              }
            ]
          },
          {
            "id": "micro-behaviors/os/service/dependency::after-exists",
            "conf": 0.9,
            "crit": 1,
            "desc": "Unit After= exists"
          },
          {
            "id": "micro-behaviors/communications/http/message::raw-http-control-request-line-source",
            "conf": 0.94,
            "crit": 3,
            "desc": "Raw HTTP control request line in source",
            "from": [
              {
                "file": 41
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/agent::ai-agent-chat-platform-a",
            "atk": "T1059",
            "mbc": "B0022",
            "conf": 0.82,
            "crit": 1,
            "desc": "Agent chat platform endpoint marker",
            "from": [
              {
                "file": 56
              }
            ]
          },
          {
            "id": "metadata/file/string/identity::multi-architecture-name-set--arm-mips",
            "conf": 0.9,
            "crit": 1,
            "desc": "CPU architecture family (ARM and MIPS)",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/os/privilege/elevation::sudo-chmod-executable",
            "conf": 0.86,
            "crit": 3,
            "desc": "sudo chmod grants executable permissions"
          },
          {
            "id": "metadata/file/extension/identity::json-extension",
            "conf": 0.3,
            "crit": 1,
            "desc": "JSON file extension",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "micro-behaviors/data/decode/command::tr-delete",
            "conf": 0.7,
            "crit": 3,
            "desc": "tr command for character deletion",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/symmetric/aes/ctr::aes-256-ctr-term",
            "mbc": "C0021.001",
            "conf": 0.94,
            "crit": 3,
            "desc": "AES-256-CTR cipher marker",
            "from": [
              {
                "file": 332
              }
            ]
          },
          {
            "id": "objectives/discovery/account/keywords::root-keyword",
            "atk": "T1110.001",
            "mbc": "B0028",
            "conf": 0.2,
            "crit": 1,
            "desc": "root keyword",
            "from": [
              {
                "file": 135
              }
            ]
          },
          {
            "id": "metadata/file/profile/language::lang-german",
            "conf": 0.8,
            "crit": 3,
            "desc": "Contains probable German text",
            "from": [
              {
                "off": 304,
                "file": 384,
                "line": 5
              },
              {
                "off": 3596,
                "file": 395,
                "line": 76
              },
              {
                "off": 1208,
                "file": 398,
                "line": 40
              },
              {
                "off": 10168,
                "file": 403,
                "line": 92
              },
              {
                "off": 2693,
                "file": 512,
                "line": 100
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/fingerprint::browser-fetch-metadata-header",
            "atk": "T1071.001",
            "conf": 0.88,
            "crit": 3,
            "desc": "Browser Sec-Fetch metadata header",
            "from": [
              {
                "file": 45
              }
            ]
          },
          {
            "id": "micro-behaviors/process/terminate/command::kill-force",
            "conf": 0.82,
            "crit": 3,
            "desc": "Force kill command",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/os/network/status::netstat",
            "conf": 0.9,
            "crit": 3,
            "desc": "netstat command",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/manipulation::string-replace-call",
            "conf": 0.8,
            "crit": 2,
            "desc": "Calls a string replacement method",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/envelope::result-assignment-key",
            "conf": 0.4,
            "crit": 1,
            "desc": "Result field or assignment key",
            "from": [
              {
                "file": 415
              }
            ]
          },
          {
            "id": "micro-behaviors/data/control-flow/loop::shell-infinite-loop",
            "conf": 0.9,
            "crit": 2,
            "desc": "Shell contains an unconditional loop",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/command-and-control/reverse-shell/dup::any-shell-exec",
            "atk": "T1059",
            "mbc": "B0030",
            "conf": 0.9,
            "crit": 1,
            "desc": "Shell execution primitive aggregate",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/url/query::ai-prompt-query-remote-url-value",
            "conf": 0.95,
            "crit": 1,
            "desc": "Query value contains a remote URL",
            "from": [
              {
                "file": 406
              }
            ]
          },
          {
            "id": "objectives/command-and-control/dropper/delivery/fetch-eval::json-message-field",
            "atk": "T1105",
            "mbc": "E1105",
            "conf": 0.9,
            "crit": 1,
            "desc": "Extracts payload from JSON message field",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/directory/mkdir::mkdir-command",
            "conf": 0.8,
            "crit": 3,
            "desc": "Shell invokes mkdir command"
          },
          {
            "id": "objectives/supply-chain/install-hook/dropper/shell::shell-chmod-0755",
            "atk": "T1195.002",
            "mbc": "B0030",
            "conf": 1.0,
            "crit": 1,
            "desc": "Shell chmod 0755 command",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/build/github-actions::action-secret-input",
            "conf": 0.95,
            "crit": 3,
            "desc": "Action input references workflow secret"
          },
          {
            "id": "micro-behaviors/data/format/bittorrent::bittorrent-announce-key",
            "atk": "T1041",
            "conf": 0.94,
            "crit": 3,
            "desc": "BitTorrent announce metainfo key",
            "from": [
              {
                "file": 356
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/download/curl::curl-output-file",
            "atk": "T1105",
            "conf": 0.7,
            "crit": 3,
            "desc": "References curl output-path option",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/anti-static/obfuscation/payload/polymorphic::payload-variant-marker",
            "atk": "T1027",
            "conf": 0.92,
            "crit": 1,
            "desc": "Payload term near variant",
            "from": [
              {
                "file": 417
              }
            ]
          },
          {
            "id": "metadata/file/profile/language::lang-english--atom-6",
            "conf": 0.8,
            "crit": 2,
            "desc": "English function-word token \"with\"",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/process/fd/stdio::stdout-string",
            "conf": 0.3,
            "crit": 2,
            "desc": "References the stdout stream name",
            "from": [
              {
                "file": 4
              }
            ]
          },
          {
            "id": "objectives/command-and-control/channel/deaddrop/github::systemd-service-enable-command",
            "atk": "T1102,T1059",
            "conf": 0.9,
            "crit": 1,
            "desc": "Enables a systemd service"
          },
          {
            "id": "micro-behaviors/communications/http/response-code::wire-http-400-status",
            "atk": "T1190",
            "mbc": "C0002",
            "conf": 0.9,
            "crit": 3,
            "desc": "HTTP response line returns status 400",
            "from": [
              {
                "file": 173
              }
            ]
          },
          {
            "id": "metadata/file/profile/language::lang-korean",
            "conf": 0.8,
            "crit": 3,
            "desc": "Korean script detection (Hangul)",
            "from": [
              {
                "file": 198
              }
            ]
          },
          {
            "id": "micro-behaviors/process/daemonize/detach::redirect-dev-null",
            "atk": "T1059.004",
            "conf": 1.0,
            "crit": 1,
            "desc": "Redirects output to /dev/null"
          },
          {
            "id": "micro-behaviors/os/security/capabilities::systemd-ambient-capabilities",
            "conf": 0.95,
            "crit": 3,
            "desc": "systemd service ambient capabilities",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/source/language::python-timezone-utc",
            "conf": 0.8,
            "crit": 1,
            "desc": "Python timezone.utc reference",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/unix-utils::sed-processing",
            "conf": 1.0,
            "crit": 2,
            "desc": "Uses sed for text processing",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/llm::llm-generation-source-generate",
            "conf": 0.88,
            "crit": 1,
            "desc": "Generates source code or script",
            "from": [
              {
                "file": 135
              }
            ]
          },
          {
            "id": "metadata/file/extension/identity::web-asset-extension",
            "conf": 1.0,
            "crit": 1,
            "desc": "Common web or JSON file extension",
            "from": [
              {
                "file": 415
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/proc/system::system-cpuinfo",
            "conf": 0.66,
            "crit": 3,
            "desc": "References /proc/cpuinfo system information path",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/directory/chdir::shell-change-directory",
            "conf": 0.95,
            "crit": 3,
            "desc": "Shell changes working directory",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/asymmetric/kem::kyber-encapsulation-terms--rx-2",
            "atk": "T1573",
            "mbc": "C0027",
            "conf": 0.92,
            "crit": 1,
            "desc": "References an ML-KEM decapsulation routine",
            "from": [
              {
                "file": 102
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/file/move::mv-command",
            "conf": 0.75,
            "crit": 2,
            "desc": "Shell mv command",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/image/metrics::low-edge-density",
            "conf": 0.65,
            "crit": 1,
            "desc": "Image has few edges (flat/simple graphic)",
            "from": [
              {
                "file": 517
              }
            ]
          },
          {
            "id": "objectives/exfiltration/oob/system-profile::python-user-path-profile-fields",
            "atk": "T1041",
            "mbc": "E1041",
            "conf": 0.88,
            "crit": 1,
            "desc": "Python user path profile fields",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/urllib::urlopen-response-body-read",
            "conf": 0.9,
            "crit": 3,
            "desc": "Reads urllib response body",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/socket/ssl::tls-unrecognized-name-token",
            "conf": 0.86,
            "crit": 3,
            "desc": "TLS unrecognized-name token",
            "from": [
              {
                "file": 198
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/workers::rust-parallel-task-spawn",
            "conf": 0.88,
            "crit": 3,
            "desc": "Rust spawns a concurrent task",
            "from": [
              {
                "file": 139
              }
            ]
          },
          {
            "id": "micro-behaviors/os/privilege/check::root-privilege-check",
            "conf": 0.85,
            "crit": 3,
            "desc": "Shell checks whether it is running as root",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/directory/traverse::find-type-file",
            "atk": "T1083",
            "mbc": "E1083",
            "conf": 0.82,
            "crit": 3,
            "desc": "Runs find to enumerate regular files",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/supply-chain/hidden-payload/package::cargo-dep-rand",
            "conf": 0.82,
            "crit": 1,
            "desc": "Cargo depends on rand"
          },
          {
            "id": "micro-behaviors/communications/http/lib/reqwest::rust-reqwest-client-builder",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.88,
            "crit": 3,
            "desc": "reqwest HTTP client builder",
            "from": [
              {
                "file": 56
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/library/keyword::encrypt-decrypt-keyword",
            "conf": 0.8,
            "crit": 1,
            "desc": "Encryption or decryption term",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "metadata/import/package::dep-hyper",
            "conf": 0.9,
            "crit": 2,
            "desc": "Depends on hyper crate"
          },
          {
            "id": "micro-behaviors/crypto/asymmetric/key::sign-operation-marker",
            "conf": 0.88,
            "crit": 1,
            "desc": "Signing operation marker",
            "from": [
              {
                "file": 297
              }
            ]
          },
          {
            "id": "metadata/file/extension/identity::py",
            "conf": 1.0,
            "crit": 2,
            "desc": "File uses a Python artifact extension",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/url/forge::public-code-forge-url",
            "conf": 0.9,
            "crit": 3,
            "desc": "References a public code-forge URL",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/response-code::wire-http-200-status",
            "atk": "T1190",
            "mbc": "C0002",
            "conf": 0.9,
            "crit": 3,
            "desc": "HTTP response line returns status 200",
            "from": [
              {
                "file": 41
              }
            ]
          },
          {
            "id": "micro-behaviors/os/sysinfo/platform/arch::multiple-architecture-references--x86-or-amd64",
            "conf": 0.94,
            "crit": 1,
            "desc": "x86 or AMD64 architecture reference",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/os/env/vars/credentials::python-environ-items-secret-marker",
            "conf": 0.92,
            "crit": 1,
            "desc": "Credential marker string literal",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "objectives/command-and-control/infrastructure/tracking::username-field",
            "conf": 0.7,
            "crit": 1,
            "desc": "Username tracking field",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/ip/endpoint::https-port-443",
            "conf": 0.6,
            "crit": 1,
            "desc": "HTTPS service port number",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/endpoints::loopback-http-url-reference",
            "conf": 0.9,
            "crit": 3,
            "desc": "References a loopback HTTP URL",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/time/sleep/interval::rust-tokio-interval",
            "conf": 0.85,
            "crit": 2,
            "desc": "Rust Tokio interval timer",
            "from": [
              {
                "file": 34
              }
            ]
          },
          {
            "id": "micro-behaviors/os/privilege/check::source-privileged-account-reference",
            "conf": 0.86,
            "crit": 1,
            "desc": "Source references a privileged account",
            "from": [
              {
                "file": 283
              }
            ]
          },
          {
            "id": "micro-behaviors/data/llm::role-marker",
            "conf": 0.72,
            "crit": 1,
            "desc": "LLM role marker component",
            "from": [
              {
                "file": 410
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/proc/info/listing::rust-proc-directory-enumeration",
            "conf": 0.88,
            "crit": 3,
            "desc": "Rust enumerates /proc entries",
            "from": [
              {
                "file": 63
              }
            ]
          },
          {
            "id": "micro-behaviors/os/service/restart-policy::restart-always-text",
            "conf": 0.7,
            "crit": 3,
            "desc": "Systemd service restart policy is always",
            "from": [
              {
                "file": 135
              }
            ]
          },
          {
            "id": "objectives/execution/autoinstall/package-manager::package-manager-abuse",
            "conf": 0.85,
            "crit": 3,
            "desc": "Multiple noninteractive package-manager paths",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/delete/directory::shell-recursive-delete",
            "conf": 0.9,
            "crit": 3,
            "desc": "Shell recursively removes a path"
          },
          {
            "id": "micro-behaviors/fs/enumerate/directory::python-json-glob",
            "conf": 0.86,
            "crit": 2,
            "desc": "Enumerates JSON files via glob",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/shell/pipeline::complex-redirection-chain--rx-21",
            "conf": 0.75,
            "crit": 1,
            "desc": "Stderr redirection followed by a pipe",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/directory/delete::rm-f",
            "atk": "T1070.004",
            "mbc": "C0047",
            "conf": 0.8,
            "crit": 1,
            "desc": "rm -f shell command (force, non-recursive)",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/package/testing/presence/harness::shell-crate-test-path",
            "conf": 0.95,
            "crit": 1,
            "desc": "Shell crate test path",
            "from": [
              {
                "file": 67
              }
            ]
          },
          {
            "id": "metadata/file/profile/language::lang-english--atom-5",
            "conf": 0.8,
            "crit": 2,
            "desc": "English function-word token \"for\"",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "metadata/build/package/maintainer-scripts::server-hardening-service-control",
            "conf": 0.9,
            "crit": 1,
            "desc": "Server provisioning enables or starts a service"
          },
          {
            "id": "micro-behaviors/communications/http/curl::curl-max-time-short",
            "conf": 0.85,
            "crit": 1,
            "desc": "curl -m short timeout flag",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/process/terminate/command::kill-with-signal-flag",
            "conf": 0.6,
            "crit": 3,
            "desc": "kill command invoked with a signal flag",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/download/curl::curl-keyword",
            "atk": "T1105",
            "conf": 0.7,
            "crit": 1,
            "desc": "curl command keyword",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/os/env/vars/access::guarded-shell-parameter-expansion",
            "conf": 0.85,
            "crit": 2,
            "desc": "Guarded shell parameter expansion",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/directory/cwd::rust-current-directory",
            "conf": 0.88,
            "crit": 3,
            "desc": "Rust reads current directory",
            "from": [
              {
                "file": 211
              }
            ]
          },
          {
            "id": "metadata/file/catalog/identity::platform-domain",
            "conf": 0.9,
            "crit": 1,
            "desc": "References a GitHub or Google domain",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/request/range::source-range-bytes-parser",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.94,
            "crit": 3,
            "desc": "Source parses a bytes HTTP range expression",
            "from": [
              {
                "file": 264
              }
            ]
          },
          {
            "id": "objectives/persistence/system/init/boot::openrc-init-script-header",
            "atk": "T1037.004",
            "conf": 0.85,
            "crit": 3,
            "desc": "OpenRC init script header",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/symmetric/decrypt::python-decrypt-method-call",
            "atk": "T1027",
            "mbc": "C0027",
            "conf": 0.7,
            "crit": 3,
            "desc": "Python decrypt method call",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/json::json-dumps-call",
            "conf": 0.9,
            "crit": 2,
            "desc": "Serializes data with Python json.dumps()",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "objectives/supply-chain/install-hook/scripts/lifecycle::lifecycle-script-basename",
            "conf": 1.0,
            "crit": 1,
            "desc": "npm lifecycle script basename",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/asymmetric/kem::kyber-encapsulation-terms",
            "atk": "T1573",
            "mbc": "C0027",
            "conf": 0.92,
            "crit": 1,
            "desc": "ML-KEM or Kyber encapsulation evidence",
            "from": [
              {
                "file": 102
              },
              {
                "file": 281
              }
            ]
          },
          {
            "id": "metadata/file/extension/identity::type-stub-basename",
            "conf": 0.85,
            "crit": 1,
            "desc": "Python or type-stub filename",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "metadata/encoded-payload/base64",
            "conf": 0.9,
            "crit": 3,
            "desc": "Encoded payload detected: base64"
          },
          {
            "id": "micro-behaviors/communications/http/login::http-login-username-field",
            "atk": "T1071.001",
            "conf": 0.86,
            "crit": 1,
            "desc": "HTTP login username field",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/os/event/library/tokio::tokio-namespace",
            "conf": 0.5,
            "crit": 3,
            "desc": "Rust Tokio async runtime usage",
            "from": [
              {
                "file": 7
              }
            ]
          },
          {
            "id": "micro-behaviors/os/sysinfo/platform/arch::architecture-parameter-assignment",
            "conf": 0.94,
            "crit": 1,
            "desc": "Architecture parameter assignment",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/package/manifest/name::cargo-package-name",
            "conf": 0.85,
            "crit": 2,
            "desc": "Cargo package has name"
          },
          {
            "id": "objectives/anti-static/obfuscation/payload/config::arch-keyed-hex-blob-dict--encoded-value",
            "atk": "T1027",
            "mbc": "B0032",
            "conf": 0.94,
            "crit": 1,
            "desc": "Architecture keyed hex byte-array value",
            "from": [
              {
                "file": 103
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/header/content-type::json-header",
            "conf": 0.9,
            "crit": 3,
            "desc": "References HTTP Content-Type application/json",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/chmod/executable/mode::set-permissions-call",
            "conf": 0.84,
            "crit": 3,
            "desc": "Rust set permissions call",
            "from": [
              {
                "file": 312
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/shell/spawn::bin-sh",
            "atk": "T1059.004",
            "mbc": "E1059.004",
            "conf": 0.6,
            "crit": 3,
            "desc": "References /bin/sh shell executable",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/object::python-username-variable-object-field",
            "conf": 0.92,
            "crit": 3,
            "desc": "Python object maps username variable",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/hash/digest::source-fixed-sha256-digest",
            "conf": 0.86,
            "crit": 1,
            "desc": "64-character hex digest candidate",
            "from": [
              {
                "file": 214
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/file/write/direct::fs-write",
            "atk": "T1041",
            "conf": 0.85,
            "crit": 3,
            "desc": "Writes a file with Rust fs::write",
            "from": [
              {
                "file": 77
              }
            ]
          },
          {
            "id": "micro-behaviors/data/runtime/keywords::pipe-to-windows-shell",
            "conf": 0.9,
            "crit": 1,
            "desc": "Pipe to Windows shell interpreter",
            "from": [
              {
                "off": 3808,
                "file": 59,
                "line": 127
              }
            ]
          },
          {
            "id": "metadata/import/package::dep-base64",
            "conf": 0.9,
            "crit": 2,
            "desc": "Depends on base64 crate"
          },
          {
            "id": "micro-behaviors/process/identity/setuid::simple-setid-call-source",
            "conf": 0.7,
            "crit": 3,
            "desc": "References simple setuid/setgid source API",
            "from": [
              {
                "file": 329
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/temp::rust-temp-dir",
            "conf": 0.8,
            "crit": 2,
            "desc": "Rust std::env::temp_dir reference",
            "from": [
              {
                "file": 212
              }
            ]
          },
          {
            "id": "metadata/package/license::copyright-word",
            "conf": 0.6,
            "crit": 2,
            "desc": "Copyright notice",
            "from": [
              {
                "file": 509
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/message::multiple-raw-http-request-lines-source",
            "conf": 0.97,
            "crit": 3,
            "desc": "Multiple standard HTTP request lines in source",
            "from": [
              {
                "file": 41
              }
            ]
          },
          {
            "id": "metadata/package/testing/presence/harness::rust-crate-bench-path",
            "conf": 0.95,
            "crit": 1,
            "desc": "Rust crate benchmark path",
            "from": [
              {
                "file": 507
              }
            ]
          },
          {
            "id": "objectives/persistence/system/service/systemd::systemd-service-file",
            "atk": "T1543.002",
            "conf": 0.9,
            "crit": 2,
            "desc": "Embedded systemd persistence directives",
            "from": [
              {
                "off": 30795,
                "file": 1,
                "line": 690
              },
              {
                "off": 4931,
                "file": 135,
                "line": 167
              },
              {
                "file": 405
              }
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/json::command-field-key",
            "conf": 0.9,
            "crit": 1,
            "desc": "JSON-like object command field",
            "from": [
              {
                "file": 83
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/subprocess::python-subprocess-io-fields--stderr",
            "atk": "T1059.006",
            "conf": 0.84,
            "crit": 1,
            "desc": "Process output/status field names (stderr)",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/chmod/executable/mode::chmod-make-executable",
            "atk": "T1222",
            "mbc": "E1222",
            "conf": 0.85,
            "crit": 3,
            "desc": "chmod adds executable permissions",
            "from": [
              {
                "file": 135
              }
            ]
          },
          {
            "id": "objectives/anti-static/obfuscation/encoding/shell::shell-awk-begin-block",
            "atk": "T1027,T1059.004,T1140",
            "mbc": "B0032",
            "conf": 0.9,
            "crit": 1,
            "desc": "Awk begins a decoder block",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/execution/exploit/http-command-injection::shell-parenthesized-command-string-literal",
            "atk": "T1059,T1190",
            "mbc": "B0024",
            "conf": 0.98,
            "crit": 1,
            "desc": "Parenthesized shell command string",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/encode/payload::printf-hex-byte-format",
            "conf": 0.6,
            "crit": 2,
            "desc": "Printf hex byte format",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/credential-access/theft/keywords::api-key-phrase",
            "conf": 0.86,
            "crit": 1,
            "desc": "Names an API, access, or secret key",
            "from": [
              {
                "file": 393
              }
            ]
          },
          {
            "id": "micro-behaviors/data/string/replace::rust-string-replacement-call",
            "conf": 0.9,
            "crit": 3,
            "desc": "Rust replaces matched string content",
            "from": [
              {
                "file": 55
              }
            ]
          },
          {
            "id": "micro-behaviors/os/service/config::unit-description-exists",
            "conf": 1.0,
            "crit": 1,
            "desc": "Unit Description= exists"
          },
          {
            "id": "micro-behaviors/communications/http/download/shell::fetch-var-output-before-input",
            "atk": "T1105",
            "conf": 0.9,
            "crit": 1,
            "desc": "Variable output precedes variable input",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/file/delete::rm-force-variable-target",
            "atk": "T1070.004",
            "mbc": "C0047",
            "conf": 0.9,
            "crit": 3,
            "desc": "Force-deletes a shell variable target",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/control-flow/analysis::while-loop",
            "conf": 0.3,
            "crit": 2,
            "desc": "While-loop control flow",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "metadata/package/license::mit-license-grant-text",
            "conf": 0.9,
            "crit": 2,
            "desc": "MIT license permission grant sentence",
            "from": [
              {
                "file": 509
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/download/shell::fetch-command-with-var",
            "atk": "T1105",
            "conf": 0.9,
            "crit": 1,
            "desc": "curl or wget references shell variable",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/shell/command-mode::shell-c-command-substitution-fetch",
            "atk": "T1059.004",
            "mbc": "C0017",
            "conf": 0.92,
            "crit": 3,
            "desc": "Shell -c runs a fetched remote script",
            "from": [
              {
                "file": 385
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/application/config::agent-instruction-file",
            "conf": 0.9,
            "crit": 3,
            "desc": "AI agent instruction filename",
            "from": [
              {
                "file": 410
              }
            ]
          },
          {
            "id": "objectives/supply-chain/install-hook/build/behavioral::rust-build-rs-target-dir",
            "atk": "T1195.002",
            "conf": 0.9,
            "crit": 1,
            "desc": "build.rs target directory reference",
            "from": [
              {
                "file": 212
              }
            ]
          },
          {
            "id": "objectives/command-and-control/channel/http/message::zero-length-http-body",
            "atk": "T1071.001",
            "mbc": "B0030",
            "conf": 0.9,
            "crit": 3,
            "desc": "HTTP request with zero content length",
            "from": [
              {
                "file": 47
              }
            ]
          },
          {
            "id": "micro-behaviors/data/string/concat::rust-concat-call",
            "conf": 0.85,
            "crit": 2,
            "desc": "Rust joins elements with .concat()",
            "from": [
              {
                "file": 217
              }
            ]
          },
          {
            "id": "micro-behaviors/os/sysinfo/platform/arch::multiple-architecture-references--x86-or-arm",
            "conf": 0.94,
            "crit": 1,
            "desc": "x86 or ARM architecture reference",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/llm::system-role-marker",
            "conf": 0.72,
            "crit": 1,
            "desc": "LLM system-role value",
            "from": [
              {
                "file": 410
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/file/read::rust-read-to-end",
            "conf": 0.86,
            "crit": 2,
            "desc": "Rust read file to buffer",
            "from": [
              {
                "file": 327
              }
            ]
          },
          {
            "id": "micro-behaviors/process/interpreter/python::python-inline-command",
            "atk": "T1059.006",
            "conf": 0.9,
            "crit": 3,
            "desc": "Python inline-command syntax",
            "from": [
              {
                "file": 389
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/directory/readdir::rust-read-dir",
            "atk": "T1083",
            "conf": 0.82,
            "crit": 3,
            "desc": "Enumerates a directory with Rust std::fs",
            "from": [
              {
                "file": 60
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/file/write/redirect::shell-file-write-command",
            "conf": 0.86,
            "crit": 3,
            "desc": "Shell command redirects output to file",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/file/profile/language::lang-german--atom-2",
            "conf": 0.8,
            "crit": 2,
            "desc": "Contains a German function-word token",
            "from": [
              {
                "file": 384
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/directory/traverse::traverse-glob-call",
            "conf": 0.84,
            "crit": 3,
            "desc": "Calls pathlib glob for file enumeration",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "metadata/build/github-actions::job-contents-write-permission",
            "conf": 0.92,
            "crit": 3,
            "desc": "Job grants contents write permission"
          },
          {
            "id": "metadata/lang/embedded::shell",
            "conf": 1.0,
            "crit": 2,
            "desc": "shell code embedded in string"
          },
          {
            "id": "objectives/execution/autoinstall/package-manager::multi-distro-package-targeting",
            "conf": 0.9,
            "crit": 3,
            "desc": "Multi-distro package manager targeting",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/file/metrics::comment-led-one-line",
            "conf": 0.99,
            "crit": 1,
            "desc": "One-line source consisting of a comment",
            "from": [
              {
                "file": 506
              }
            ]
          },
          {
            "id": "metadata/file/profile/language::lang-german--atom-5",
            "conf": 0.8,
            "crit": 2,
            "desc": "Contains a German function-word token",
            "from": [
              {
                "file": 384
              }
            ]
          },
          {
            "id": "metadata/file/profile/identity::sequential-identifiers",
            "conf": 0.8,
            "crit": 2,
            "desc": "Sequential source identifier names",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/os/service/config::daemon-reload",
            "conf": 0.75,
            "crit": 2,
            "desc": "systemctl daemon-reload command"
          },
          {
            "id": "micro-behaviors/fs/directory/cwd::rust-set-current-directory",
            "conf": 0.9,
            "crit": 3,
            "desc": "Rust changes current directory",
            "from": [
              {
                "file": 318
              }
            ]
          },
          {
            "id": "metadata/file/profile/language::lang-german--atom-4",
            "conf": 0.8,
            "crit": 2,
            "desc": "Contains a German function-word token",
            "from": [
              {
                "file": 384
              }
            ]
          },
          {
            "id": "micro-behaviors/data/db/config::db-key-secret",
            "conf": 0.85,
            "crit": 1,
            "desc": "Connection secret key",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "micro-behaviors/data/control-flow/error-handling::except-keyword-dup",
            "atk": "T1027",
            "mbc": "C0027",
            "conf": 0.5,
            "crit": 2,
            "desc": "except keyword",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "metadata/file/format/structured::valid",
            "conf": 0.6,
            "crit": 2,
            "desc": "File contains valid JSON data",
            "from": [
              {
                "file": 415
              }
            ]
          },
          {
            "id": "metadata/build/github-actions::workflow-dispatch-trigger",
            "conf": 0.86,
            "crit": 2,
            "desc": "GitHub workflow_dispatch manual trigger",
            "from": [
              {
                "file": 411
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/upload::curl-upload-file",
            "conf": 0.9,
            "crit": 3,
            "desc": "curl file-upload flag (-T/-F/--upload-file)",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/download/cli::hidden-writable-output-path-structured--home",
            "conf": 0.8,
            "crit": 1,
            "desc": "Hidden writable home output path",
            "from": [
              {
                "file": 411
              }
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/envelope::command-result-word",
            "conf": 0.4,
            "crit": 1,
            "desc": "Command/result assignment pair",
            "from": [
              {
                "file": 265
              }
            ]
          },
          {
            "id": "objectives/supply-chain/install-hook/dropper/shell::lib64-path",
            "atk": "T1195.002",
            "mbc": "B0030",
            "conf": 1.0,
            "crit": 1,
            "desc": "/lib64 path",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/impact/crypto-manipulation/keywords::crypto-word",
            "conf": 0.2,
            "crit": 1,
            "desc": "crypto word in Rust source",
            "from": [
              {
                "file": 20
              }
            ]
          },
          {
            "id": "well-known/malware/backdoor/phoenix-framework::exec-stdout-return",
            "conf": 0.95,
            "crit": 1,
            "desc": "Phoenix exec stdout return",
            "from": [
              {
                "file": 113
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/sudo::sudo-noninteractive",
            "conf": 0.9,
            "crit": 3,
            "desc": "Runs sudo without a password prompt",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/os/service/control::systemctl-word",
            "conf": 0.7,
            "crit": 3,
            "desc": "References systemctl service manager"
          },
          {
            "id": "micro-behaviors/data/control-flow/analysis::for-loop-content",
            "conf": 0.3,
            "crit": 2,
            "desc": "for loop (content)",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "objectives/persistence/system/service/systemd::systemctl-enable",
            "atk": "T1543.002",
            "mbc": "B0028",
            "conf": 0.8,
            "crit": 3,
            "desc": "Enables a systemd service to start automatically"
          },
          {
            "id": "metadata/package/files/included::png-extension-basename",
            "conf": 0.9,
            "crit": 1,
            "desc": "File has a .png extension",
            "from": [
              {
                "file": 517
              }
            ]
          },
          {
            "id": "micro-behaviors/data/source/property/read::rust-get-accessor-call",
            "conf": 0.85,
            "crit": 2,
            "desc": "Rust calls a .get() accessor",
            "from": [
              {
                "file": 421
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/agent::ai-agent-unattended-execution-value",
            "atk": "T1059",
            "mbc": "B0022",
            "conf": 0.9,
            "crit": 1,
            "desc": "Unattended agent execution mode value",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/eval::shell-heredoc",
            "mbc": "E1059.004",
            "conf": 0.8,
            "crit": 2,
            "desc": "shell script heredoc",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/supply-chain/trojanized/build-pipeline::gha-curl-extraheader-post--rx-5",
            "atk": "T1195.002",
            "conf": 0.98,
            "crit": 1,
            "desc": "Regex component marker",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/os/event/library/tokio::tokio-spawn",
            "conf": 0.4,
            "crit": 2,
            "desc": "tokio::spawn function",
            "from": [
              {
                "file": 15
              }
            ]
          },
          {
            "id": "micro-behaviors/data/config/schema::uppercase-auth-assignment-label",
            "conf": 0.6,
            "crit": 1,
            "desc": "Uppercase AUTH assignment label",
            "from": [
              {
                "file": 274
              }
            ]
          },
          {
            "id": "micro-behaviors/os/security/capabilities::systemd-capability-bounding-set",
            "conf": 0.95,
            "crit": 3,
            "desc": "systemd service capability bounding set",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/crate::reqwest-crate",
            "conf": 0.7,
            "crit": 3,
            "desc": "References reqwest Rust HTTP library",
            "from": [
              {
                "file": 56
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/hash/hmac::hmac-named-algorithm-api",
            "mbc": "C0029",
            "conf": 0.9,
            "crit": 3,
            "desc": "Named HMAC algorithm API symbol",
            "from": [
              {
                "file": 269
              }
            ]
          },
          {
            "id": "metadata/file/extension/identity::markdown-file-basename",
            "conf": 1.0,
            "crit": 1,
            "desc": "Markdown document file extension",
            "from": [
              {
                "file": 382
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/server/framework::tokio-tcp-listener-bind",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.82,
            "crit": 3,
            "desc": "Binds TCP listener with Rust Tokio",
            "from": [
              {
                "file": 168
              }
            ]
          },
          {
            "id": "micro-behaviors/data/source/language::python-import-from-statement",
            "conf": 0.8,
            "crit": 1,
            "desc": "Python import-from statement",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "objectives/command-and-control/beacon/network/client-cli::wget-cmd-dup",
            "conf": 0.3,
            "crit": 1,
            "desc": "wget command",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/build/github-actions::actions-upload-artifact",
            "conf": 0.9,
            "crit": 3,
            "desc": "GitHub Actions uploads a workflow artifact"
          },
          {
            "id": "micro-behaviors/data/parse/vocabulary::secret",
            "conf": 0.45,
            "crit": 1,
            "desc": "Secret vocabulary word",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/os/service/config::exec-start-text",
            "conf": 1.0,
            "crit": 3,
            "desc": "References a systemd ExecStart directive",
            "from": [
              {
                "file": 135
              }
            ]
          },
          {
            "id": "metadata/file/profile/locale::json-interpolated-message-table",
            "conf": 0.9,
            "crit": 2,
            "desc": "JSON string table with placeholder tokens",
            "from": [
              {
                "file": 415
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/ip/assignment::loopback-address-call-argument",
            "conf": 0.95,
            "crit": 1,
            "desc": "Call contains a loopback address argument"
          },
          {
            "id": "micro-behaviors/data/source/property/identity::flags-identifier",
            "conf": 0.85,
            "crit": 1,
            "desc": "Source identifier named flags",
            "from": [
              {
                "file": 4
              }
            ]
          },
          {
            "id": "micro-behaviors/data/parse/vocabulary::ciphertext-key-vocabulary",
            "conf": 0.8,
            "crit": 1,
            "desc": "Uses ciphertext, shared-secret, or trailer terms",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/device/terminal::dev-tty",
            "conf": 1.0,
            "crit": 2,
            "desc": "/dev/tty terminal device",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/os/sysinfo/platform/arch::multi-arch-target",
            "atk": "T1082",
            "mbc": "Discovery",
            "conf": 0.85,
            "crit": 3,
            "desc": "Script targets multiple CPU architectures",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/symmetric/aes/library::pycrypto-aes-import",
            "atk": "T1027",
            "mbc": "C0021",
            "conf": 0.85,
            "crit": 3,
            "desc": "PyCryptodome AES import",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/data/runtime/keywords::pipe-to-sh",
            "conf": 0.88,
            "crit": 1,
            "desc": "Pipe to sh interpreter",
            "from": [
              {
                "file": 389
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/symmetric/aes/package::cargo-dep-aes",
            "conf": 0.82,
            "crit": 3,
            "desc": "Cargo manifest declares the AES crate"
          },
          {
            "id": "micro-behaviors/data/archive/extension::tar-gz-or-zip-text",
            "conf": 0.9,
            "crit": 1,
            "desc": "References a .tar.gz or .zip archive",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/symmetric/aes/library::pycrypto-cipher-module-ref",
            "atk": "T1027",
            "mbc": "C0021",
            "conf": 0.7,
            "crit": 3,
            "desc": "Crypto.Cipher module reference (text/bytecode)",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/symmetric/config::block-sizing-after-crypto",
            "conf": 0.86,
            "crit": 1,
            "desc": "Encryption term followed by block sizing",
            "from": [
              {
                "file": 332
              }
            ]
          },
          {
            "id": "micro-behaviors/process/identity/setuid::group-setid-call-source",
            "conf": 0.7,
            "crit": 3,
            "desc": "References group setid source API",
            "from": [
              {
                "file": 329
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/shell-ops::rm-force-command-fragment",
            "conf": 0.9,
            "crit": 1,
            "desc": "rm force/recursive command fragment",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/write/copy::coreutils-install-file",
            "conf": 0.7,
            "crit": 2,
            "desc": "coreutils install stages a file",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/buffer::rust-big-endian-byte-conversion",
            "conf": 0.85,
            "crit": 3,
            "desc": "Rust integer to big-endian bytes",
            "from": [
              {
                "file": 16
              }
            ]
          },
          {
            "id": "metadata/package/testing/presence/harness::rust-tests-directory-path",
            "conf": 0.9,
            "crit": 1,
            "desc": "Path identifies Rust tests directory",
            "from": [
              {
                "file": 67
              }
            ]
          },
          {
            "id": "micro-behaviors/os/service/config::systemd-keyword",
            "conf": 0.6,
            "crit": 2,
            "desc": "systemd identifier reference",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/command-and-control/remote-command/keywords::command-dup",
            "conf": 0.2,
            "crit": 1,
            "desc": "Command hook configuration key",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/file/string/identity::multi-architecture-name-set--other",
            "conf": 0.9,
            "crit": 1,
            "desc": "CPU architecture family (other targets)",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/process/enumerate/shell::ps-ef",
            "atk": "T1057",
            "conf": 0.6,
            "crit": 3,
            "desc": "ps -ef command",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/file/extension/identity::doc-or-config-extension",
            "conf": 1.0,
            "crit": 1,
            "desc": "Text, document, or config extension",
            "from": [
              {
                "file": 382
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/message::raw-http-safe-request-line-source",
            "conf": 0.94,
            "crit": 3,
            "desc": "Raw HTTP safe-method request line in source",
            "from": [
              {
                "file": 35
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/os::os-release-path",
            "atk": "T1082",
            "mbc": "E1082",
            "conf": 0.5,
            "crit": 2,
            "desc": "/etc/os-release path",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/runtime/keywords::pipe-to-shell",
            "conf": 0.88,
            "crit": 1,
            "desc": "Pipe to a shell interpreter",
            "from": [
              {
                "file": 389
              },
              {
                "file": 390
              },
              {
                "file": 406
              },
              {
                "file": 407
              }
            ]
          },
          {
            "id": "objectives/command-and-control/dropper/staged-loader::remote-module-url-field",
            "atk": "T1105,T1627.001",
            "mbc": "B0042",
            "conf": 0.92,
            "crit": 1,
            "desc": "Remote module URL field",
            "from": [
              {
                "file": 415
              }
            ]
          },
          {
            "id": "micro-behaviors/data/llm::agent-identity-chatgpt",
            "conf": 0.8,
            "crit": 1,
            "desc": "ChatGPT identity reference",
            "from": [
              {
                "file": 511
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/socket/port::loopback-endpoint-with-port",
            "conf": 0.9,
            "crit": 3,
            "desc": "Loopback socket endpoint with explicit port",
            "from": [
              {
                "file": 45
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/config/accounts::unix-account-database-path-reference",
            "conf": 0.95,
            "crit": 3,
            "desc": "Unix account database path reference",
            "from": [
              {
                "file": 212
              }
            ]
          },
          {
            "id": "micro-behaviors/data/archive/extract/tar::tar-extract",
            "atk": "T1560.001",
            "conf": 0.78,
            "crit": 3,
            "desc": "tar extraction command usage",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/db/config::multiple-database-credential-keys",
            "conf": 0.9,
            "crit": 1,
            "desc": "Multiple database credential config keys",
            "from": [
              {
                "off": 41098,
                "file": 1,
                "line": 963
              },
              {
                "off": 3873,
                "file": 2,
                "line": 150
              },
              {
                "off": 11859,
                "file": 3,
                "line": 318
              },
              {
                "off": 1009,
                "file": 5,
                "line": 30
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/websocket::websocket-connection-upgrade-header-source",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.9,
            "crit": 1,
            "desc": "WebSocket connection header in source",
            "from": [
              {
                "file": 35
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/certificate/usage::certificate-ref",
            "conf": 0.5,
            "crit": 2,
            "desc": "References certificate terminology",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/message::https-prefix",
            "conf": 0.9,
            "crit": 2,
            "desc": "Contains an HTTPS URL prefix",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/asymmetric/key::verification-operation-marker",
            "conf": 0.88,
            "crit": 1,
            "desc": "Verification operation marker",
            "from": [
              {
                "file": 102
              }
            ]
          },
          {
            "id": "micro-behaviors/process/exit/handler::shell-exit-trap",
            "conf": 0.9,
            "crit": 3,
            "desc": "Shell registers a process-exit trap",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/symmetric/aes/ctr::ctr-mode-term--rx-1",
            "mbc": "C0021.001",
            "conf": 0.8,
            "crit": 1,
            "desc": "CTR or counter mode near encryption terminology",
            "from": [
              {
                "file": 124
              }
            ]
          },
          {
            "id": "objectives/execution/exploit/sandbox-escape::network-tool-token",
            "atk": "T1059.004,T1611",
            "conf": 0.94,
            "crit": 1,
            "desc": "Shell invokes a network utility",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/lateral-movement/brute-force/password::common-account-root-password-pair",
            "atk": "T1110.001",
            "conf": 0.86,
            "crit": 1,
            "desc": "Common account paired with root password",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/execution/automation/autonomous::llm-encryption-data",
            "atk": "T1059,T1587.004",
            "conf": 0.9,
            "crit": 1,
            "desc": "LLM file encryption stage",
            "from": [
              {
                "file": 124
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/temp::tmp-path-content",
            "conf": 1.0,
            "crit": 2,
            "desc": "Contains a /tmp/ or /var/tmp/ path",
            "from": [
              {
                "file": 173
              }
            ]
          },
          {
            "id": "micro-behaviors/os/service/legitimate::installer-script",
            "conf": 0.8,
            "crit": 2,
            "desc": "HTTP installer script pattern",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/os/privilege/check::id-u-check-text",
            "conf": 0.85,
            "crit": 2,
            "desc": "Shell id -u compared to zero",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/server/listener::nginx-keyword",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.6,
            "crit": 2,
            "desc": "References the nginx web server",
            "from": [
              {
                "file": 268
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/server/framework::axum-response-builder",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.85,
            "crit": 3,
            "desc": "Builds HTTP response with Rust axum",
            "from": [
              {
                "file": 9
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/ip-discovery::ipify-api",
            "conf": 0.85,
            "crit": 3,
            "desc": "ipify.org IP discovery API",
            "from": [
              {
                "file": 57
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/socket/receive::rust-stream-receive-call",
            "conf": 0.9,
            "crit": 3,
            "desc": "Rust reads from a named network stream",
            "from": [
              {
                "file": 221
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/headers::auth-header",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.5,
            "crit": 1,
            "desc": "Authorization header-name literal",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/package/manifest/name::cargo-package-version",
            "conf": 0.85,
            "crit": 2,
            "desc": "Cargo package has version"
          },
          {
            "id": "micro-behaviors/fs/search::grep-keyword",
            "conf": 0.7,
            "crit": 1,
            "desc": "Contains the grep command keyword",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/hash/hmac::hmac-api-reference",
            "mbc": "C0029",
            "conf": 0.9,
            "crit": 3,
            "desc": "References an HMAC API",
            "from": [
              {
                "file": 281
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/request/tasking::http-task-sequence-field",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.9,
            "crit": 1,
            "desc": "Structured object contains a task sequence field",
            "from": [
              {
                "file": 417
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/headers::bearer-header-from-token",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.93,
            "crit": 1,
            "desc": "Bearer header from token",
            "from": [
              {
                "file": 55
              }
            ]
          },
          {
            "id": "micro-behaviors/os/user/account::useradd-login-shell",
            "atk": "T1136.001",
            "conf": 0.86,
            "crit": 3,
            "desc": "Account creation specifies a login shell",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/shell/spawn::sh-dynamic-command-target",
            "conf": 0.95,
            "crit": 3,
            "desc": "Shell command variable at a command boundary",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/package/testing/harness/unit::rust-test-attr",
            "conf": 0.9,
            "crit": 2,
            "desc": "#[test] attribute",
            "from": [
              {
                "file": 6
              }
            ]
          },
          {
            "id": "micro-behaviors/os/syscall/invoke::linux-kernel-extra-tree-directory",
            "atk": "T1106",
            "conf": 0.98,
            "crit": 2,
            "desc": "Linux-kernel extra-tree directory component",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "metadata/file/profile/language::lang-german--atom-6",
            "conf": 0.8,
            "crit": 2,
            "desc": "Contains a German function-word token",
            "from": [
              {
                "file": 384
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/shell/pipeline::pipe-with-stderr-merge",
            "conf": 0.8,
            "crit": 3,
            "desc": "Pipes merged stdout and stderr through a utility",
            "from": [
              {
                "off": 18375,
                "file": 1,
                "line": 324
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/direct::rust-process-command-import",
            "atk": "T1059",
            "mbc": "E1059",
            "conf": 0.95,
            "crit": 3,
            "desc": "Imports Rust process::Command",
            "from": [
              {
                "file": 113
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/asymmetric/kem::kyber-encapsulation-terms--rx-3",
            "atk": "T1573",
            "mbc": "C0027",
            "conf": 0.92,
            "crit": 1,
            "desc": "References an ML-KEM encapsulation routine",
            "from": [
              {
                "file": 281
              }
            ]
          },
          {
            "id": "objectives/anti-static/obfuscation/payload/config::api-named-byte-array-const--rx-6",
            "atk": "T1027",
            "mbc": "B0032",
            "conf": 0.92,
            "crit": 1,
            "desc": "bytes() literal (Python byte array)",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "objectives/credential-access/theft/keywords::token-upper",
            "conf": 0.45,
            "crit": 1,
            "desc": "TOKEN credential label",
            "from": [
              {
                "file": 34
              }
            ]
          },
          {
            "id": "objectives/persistence/system/service/systemd::wanted-by-target",
            "atk": "T1543.002",
            "conf": 1.0,
            "crit": 3,
            "desc": "Systemd unit declares a WantedBy startup target",
            "from": [
              {
                "file": 1
              },
              {
                "file": 135
              }
            ]
          },
          {
            "id": "micro-behaviors/os/console/io::null-redirect-stdout-stderr",
            "conf": 0.8,
            "crit": 2,
            "desc": "Combined stdout+stderr redirect to /dev/null",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/json::result-field-key",
            "conf": 0.9,
            "crit": 1,
            "desc": "JSON-like object result field",
            "from": [
              {
                "file": 415
              }
            ]
          },
          {
            "id": "micro-behaviors/data/source/language::python-py-extension-literal",
            "conf": 0.78,
            "crit": 1,
            "desc": "Python .py extension literal",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/os/service/config::exec-start-kv",
            "conf": 1.0,
            "crit": 1,
            "desc": "Systemd unit declares an ExecStart command"
          },
          {
            "id": "micro-behaviors/data/control-flow/analysis::string-literal-equality-check",
            "conf": 0.92,
            "crit": 1,
            "desc": "String literal equality or membership check",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/data/llm::agent-identity-copilot",
            "conf": 0.8,
            "crit": 1,
            "desc": "Copilot identity reference",
            "from": [
              {
                "file": 514
              }
            ]
          },
          {
            "id": "objectives/collection/keylog/hook::randomized-log-filename-format",
            "atk": "T1056.001",
            "mbc": "B0015",
            "conf": 0.9,
            "crit": 1,
            "desc": "Randomized .log filename format string",
            "from": [
              {
                "file": 212
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/ip-discovery::icanhazip",
            "conf": 0.85,
            "crit": 3,
            "desc": "icanhazip.com IP discovery",
            "from": [
              {
                "file": 57
              }
            ]
          },
          {
            "id": "micro-behaviors/os/env/vars/access::path-env-var-direct",
            "conf": 0.5,
            "crit": 1,
            "desc": "Direct PATH assignment (PATH= or PATH+=)",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/evasion/security-bypass/llm/prompt::llm-doc-authority-marker",
            "atk": "T1562",
            "conf": 0.86,
            "crit": 1,
            "desc": "Authoritative prompt marker",
            "from": [
              {
                "file": 499
              }
            ]
          },
          {
            "id": "metadata/file/extension/identity::script-content-extension-mismatch",
            "conf": 0.9,
            "crit": 1,
            "desc": "Script content mismatches extension",
            "from": [
              {
                "file": 506
              }
            ]
          },
          {
            "id": "micro-behaviors/os/network/status::lsof-i",
            "conf": 0.9,
            "crit": 3,
            "desc": "lsof network listing",
            "from": [
              {
                "file": 1
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            ]
          },
          {
            "id": "micro-behaviors/data/format/json::json-result-field",
            "conf": 0.8,
            "crit": 1,
            "desc": "JSON result or response field key",
            "from": [
              {
                "file": 3
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            ]
          },
          {
            "id": "metadata/file/string/cloud::cloud-instance-metadata-link-local-host",
            "conf": 0.88,
            "crit": 3,
            "desc": "Cloud instance metadata link-local address",
            "from": [
              {
                "file": 194
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/socket/ssl::rustls-server-cert-assertion",
            "atk": "T1553",
            "conf": 0.96,
            "crit": 1,
            "desc": "Rustls returns cert verification assertion",
            "from": [
              {
                "file": 102
              }
            ]
          },
          {
            "id": "metadata/package/dependencies/named::cargo-dep-x25519",
            "conf": 0.84,
            "crit": 3,
            "desc": "Cargo declares X25519 dependency"
          },
          {
            "id": "micro-behaviors/os/service/config::blank-line-separator",
            "conf": 1.0,
            "crit": 1,
            "desc": "Unit file blank line separator",
            "from": [
              {
                "file": 405
              }
            ]
          },
          {
            "id": "micro-behaviors/os/security/directory-service::directory-entry-property-put-call",
            "conf": 0.94,
            "crit": 1,
            "desc": "DirectoryEntry property write API call",
            "from": [
              {
                "file": 65
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/ip/literal::rfc5737-documentation-ipv4-literal",
            "conf": 0.95,
            "crit": 2,
            "desc": "RFC5737 documentation IPv4 literal",
            "from": [
              {
                "file": 6
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/url/external/github::github-release-download",
            "atk": "T1105",
            "conf": 0.85,
            "crit": 3,
            "desc": "GitHub release asset URL template",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/headers::x-forwarded-for",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.7,
            "crit": 3,
            "desc": "X-Forwarded-For proxy header",
            "from": [
              {
                "file": 35
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/lib/reqwest::rust-reqwest",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.9,
            "crit": 3,
            "desc": "Makes HTTP requests using reqwest",
            "from": [
              {
                "file": 56
              }
            ]
          },
          {
            "id": "micro-behaviors/os/env/access::std-env-var",
            "conf": 0.86,
            "crit": 3,
            "desc": "Reads a Rust environment variable",
            "from": [
              {
                "file": 61
              }
            ]
          },
          {
            "id": "objectives/persistence/system/surface/paths::openrc-service-path",
            "atk": "T1037.004",
            "conf": 0.84,
            "crit": 3,
            "desc": "OpenRC service enablement"
          },
          {
            "id": "micro-behaviors/data/control-flow/loop::rust-collect-call",
            "conf": 0.85,
            "crit": 2,
            "desc": "Rust materializes an iterator with .collect()",
            "from": [
              {
                "file": 6
              }
            ]
          },
          {
            "id": "metadata/package/files/included::install-uninstall-shell-basename",
            "conf": 0.95,
            "crit": 2,
            "desc": "Installer or uninstaller shell script basename",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/exec::rust-command-new-call",
            "atk": "T1059",
            "conf": 0.85,
            "crit": 3,
            "desc": "Constructs a Rust process command",
            "from": [
              {
                "file": 113
              }
            ]
          },
          {
            "id": "micro-behaviors/os/package-manager/install::gha-apt-get-noninteractive-y",
            "conf": 0.85,
            "crit": 3,
            "desc": "GitHub Actions installs packages with apt-get",
            "from": [
              {
                "file": 411
              }
            ]
          },
          {
            "id": "micro-behaviors/data/runtime/keywords::pipe-to-cmd",
            "conf": 0.9,
            "crit": 1,
            "desc": "Pipe to cmd interpreter",
            "from": [
              {
                "file": 59
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/download/shell::fetch-var-input-before-output",
            "atk": "T1105",
            "conf": 0.9,
            "crit": 1,
            "desc": "Variable input precedes variable output",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/services/entra-directory::user-collection-path-token",
            "conf": 0.92,
            "crit": 1,
            "desc": "Microsoft Graph user collection endpoint",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/patch::quoted-patch-token",
            "atk": "T1071.001",
            "conf": 0.88,
            "crit": 1,
            "desc": "Quoted HTTP PATCH token",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/message::http-url-literal",
            "conf": 0.75,
            "crit": 2,
            "desc": "HTTP URL string literal",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/download/cli::wget-q-flag",
            "conf": 0.6,
            "crit": 2,
            "desc": "wget quiet flag (-q)",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/exfiltration/http/collect::python-json-request-payload",
            "atk": "T1041",
            "conf": 0.91,
            "crit": 1,
            "desc": "Python JSON request payload",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "metadata/build/archive::versioned-source-tree-archive-member",
            "conf": 0.9,
            "crit": 2,
            "desc": "Versioned source-tree archive member",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "micro-behaviors/os/console/io::redirect-dev-null",
            "conf": 0.5,
            "crit": 2,
            "desc": "Redirect to /dev/null"
          },
          {
            "id": "micro-behaviors/data/control-flow/loop::shell-for-loop-over-var",
            "conf": 0.86,
            "crit": 1,
            "desc": "shell for loop over variable",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/download/cli::curl-s-flag",
            "conf": 0.6,
            "crit": 2,
            "desc": "curl silent flag (-s)",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/file/metrics::shell-multiple-local-assignments",
            "conf": 0.6,
            "crit": 2,
            "desc": "Several local variable assignments",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/file/write/redirect::shell-printf-file-write",
            "conf": 0.86,
            "crit": 3,
            "desc": "Shell printf redirects output to a file",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/directory/cwd::pwd-command",
            "conf": 0.8,
            "crit": 3,
            "desc": "Queries the current working directory",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/encoded-payload/unicode-escape",
            "conf": 0.9,
            "crit": 2,
            "desc": "Decoded unicode-escape content"
          },
          {
            "id": "micro-behaviors/crypto/symmetric/aes/ctr::ctr-mode-term--rx-2",
            "mbc": "C0021.001",
            "conf": 0.8,
            "crit": 1,
            "desc": "CTR or counter mode near cipher terminology",
            "from": [
              {
                "file": 124
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/asymmetric/kem::kyber-kem-usage",
            "atk": "T1573",
            "mbc": "C0027",
            "conf": 0.95,
            "crit": 3,
            "desc": "Includes ML-KEM or Kyber encapsulation support",
            "from": [
              {
                "off": 334,
                "file": 102,
                "line": 12
              },
              {
                "off": 2087,
                "file": 281,
                "line": 68
              }
            ]
          },
          {
            "id": "metadata/package/documentation::md-docs-javascript-code-fence",
            "conf": 0.9,
            "crit": 2,
            "desc": "Markdown JavaScript code-fence marker",
            "from": [
              {
                "file": 514
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/symmetric/encrypt::python-encrypt-method-call",
            "atk": "T1027",
            "mbc": "C0027",
            "conf": 0.5,
            "crit": 3,
            "desc": "Python calls an object's encrypt method",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "metadata/file/string/identity::multi-architecture-name-set",
            "conf": 0.9,
            "crit": 2,
            "desc": "References ARM or MIPS and another CPU architecture family",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/encoded-payload/base64-base64",
            "conf": 0.9,
            "crit": 3,
            "desc": "Encoded payload detected: base64 → base64"
          },
          {
            "id": "micro-behaviors/fs/proc/info/path::proc-net-tcp",
            "conf": 0.7,
            "crit": 3,
            "desc": "TCP connection table path reference",
            "from": [
              {
                "file": 63
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/temp::rust-literal-temp-path",
            "conf": 0.88,
            "crit": 2,
            "desc": "Rust literal references a temporary file",
            "from": [
              {
                "file": 329
              }
            ]
          },
          {
            "id": "metadata/file/extension/identity::shell-a",
            "conf": 1.0,
            "crit": 2,
            "desc": "POSIX shell script extension",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/sniff::cookie-request-header-token",
            "atk": "T1040",
            "mbc": "C0002",
            "conf": 0.9,
            "crit": 3,
            "desc": "HTTP Cookie request header token",
            "from": [
              {
                "file": 35
              }
            ]
          },
          {
            "id": "metadata/file/profile/language::lang-english--atom-4",
            "conf": 0.8,
            "crit": 2,
            "desc": "English function-word token \"have\"",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "metadata/permission/capture::capture-device-term",
            "conf": 0.86,
            "crit": 1,
            "desc": "Camera or microphone term",
            "from": [
              {
                "file": 55
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/asymmetric/key::public-key-input-marker",
            "conf": 0.9,
            "crit": 1,
            "desc": "Public-key input marker",
            "from": [
              {
                "file": 55
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/proxy/tunnel::cloudflared-url-flag",
            "atk": "T1090",
            "conf": 0.84,
            "crit": 1,
            "desc": "cloudflared URL forwarding flag",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/file/write/direct::py-write",
            "conf": 0.5,
            "crit": 2,
            "desc": "Python write method call",
            "from": [
              {
                "file": 4
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/asymmetric/kem::kyber-library-identifier",
            "atk": "T1573",
            "mbc": "C0027",
            "conf": 0.92,
            "crit": 3,
            "desc": "References an ML-KEM or Kyber algorithm family",
            "from": [
              {
                "file": 102
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/auth::bearer-header-from-variable",
            "conf": 0.94,
            "crit": 3,
            "desc": "Builds Bearer authorization header from variable",
            "from": [
              {
                "file": 55
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/ip-discovery::ifconfig-me",
            "conf": 0.85,
            "crit": 3,
            "desc": "ifconfig.me IP discovery",
            "from": [
              {
                "file": 364
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/socket/connect::tcpstream-connect",
            "conf": 0.95,
            "crit": 3,
            "desc": "Rust TcpStream::connect call",
            "from": [
              {
                "file": 35
              }
            ]
          },
          {
            "id": "metadata/file/profile/language::script-han",
            "conf": 0.8,
            "crit": 2,
            "desc": "Contains Han-script text",
            "from": [
              {
                "file": 198
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/log/system::log-var",
            "conf": 0.66,
            "crit": 3,
            "desc": "Reference to sensitive Linux log files",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/serialize/json::command-result-field-pair",
            "conf": 0.9,
            "crit": 1,
            "desc": "JSON-like command and result fields",
            "from": [
              {
                "file": 309
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/symmetric/aes/library::pycrypto-aes-cbc-mode",
            "atk": "T1027",
            "mbc": "C0021",
            "conf": 0.8,
            "crit": 3,
            "desc": "AES CBC mode usage",
            "from": [
              {
                "file": 5
              }
            ]
          },
          {
            "id": "micro-behaviors/process/enumerate/shell::pgrep-cmd",
            "atk": "T1057",
            "conf": 0.6,
            "crit": 3,
            "desc": "pgrep process search command",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/file/profile/locale::box-drawing-banner",
            "conf": 0.9,
            "crit": 2,
            "desc": "Contains a box-drawing text banner",
            "from": [
              {
                "file": 117
              }
            ]
          },
          {
            "id": "micro-behaviors/os/console/io::stderr-to-dev-null",
            "conf": 0.6,
            "crit": 2,
            "desc": "Stderr redirected to /dev/null"
          },
          {
            "id": "micro-behaviors/fs/chmod/executable/mode::chmod-exec-absolute-path",
            "atk": "T1222",
            "mbc": "E1222",
            "conf": 0.92,
            "crit": 3,
            "desc": "chmod makes an absolute path executable"
          },
          {
            "id": "micro-behaviors/process/exit/terminate::python-system-exit-raise",
            "conf": 0.84,
            "crit": 2,
            "desc": "Python raises SystemExit",
            "from": [
              {
                "file": 2
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/client/library::urllib-request",
            "conf": 0.8,
            "crit": 3,
            "desc": "Imports Python urllib.request HTTP client",
            "from": [
              {
                "file": 3
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/subprocess::python-subprocess-io-fields--stdout",
            "atk": "T1059.006",
            "conf": 0.84,
            "crit": 1,
            "desc": "Process output/status field names (stdout)",
            "from": [
              {
                "file": 4
              }
            ]
          },
          {
            "id": "metadata/package/testing/harness/unit::rust-cfg-test",
            "conf": 0.9,
            "crit": 2,
            "desc": "#[cfg(test)] attribute",
            "from": [
              {
                "file": 6
              }
            ]
          },
          {
            "id": "metadata/package/testing/harness/unit::rust-assert-eq-macro",
            "conf": 0.7,
            "crit": 2,
            "desc": "assert_eq! macro",
            "from": [
              {
                "file": 6
              }
            ]
          },
          {
            "id": "micro-behaviors/os/network/status::ss",
            "conf": 0.9,
            "crit": 3,
            "desc": "ss socket statistics",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/data/decode/hex::xxd-tool-reference",
            "conf": 0.6,
            "crit": 1,
            "desc": "xxd hexadecimal dump utility reference",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/telemetry::listener-port-report-parameter",
            "conf": 0.86,
            "crit": 3,
            "desc": "HTTP query includes listener port parameter",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "objectives/impact/ransom/encrypt/native-locker::crypto-chunk-sizing",
            "atk": "T1486",
            "mbc": "B0040",
            "conf": 0.86,
            "crit": 1,
            "desc": "Encryption-related chunk sizing",
            "from": [
              {
                "off": 1697,
                "file": 330,
                "line": 70
              }
            ]
          },
          {
            "id": "micro-behaviors/communications/http/request/client::python-request-data-argument",
            "conf": 0.84,
            "crit": 3,
            "desc": "Python Request call passes a body argument"
          },
          {
            "id": "micro-behaviors/fs/file/open::rust-file-open",
            "conf": 0.86,
            "crit": 2,
            "desc": "Rust file open call",
            "from": [
              {
                "file": 329
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/direct::rust-command-from-import",
            "atk": "T1059",
            "mbc": "E1059",
            "conf": 0.95,
            "crit": 3,
            "desc": "Constructs a Rust command using imported Command",
            "from": [
              {
                "off": 55,
                "file": 113,
                "line": 4
              },
              {
                "off": 154,
                "file": 333,
                "line": 8
              },
              {
                "off": 547,
                "file": 365,
                "line": 14
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            ]
          },
          {
            "id": "metadata/package/testing/presence/harness::rust-tests-path-filename",
            "conf": 0.85,
            "crit": 1,
            "desc": "Path or filename indicates Rust tests",
            "from": [
              {
                "file": 11
              }
            ]
          },
          {
            "id": "objectives/impact/ransom/encrypt/runtime-generated::destructive-data-target-a",
            "atk": "T1486",
            "conf": 0.92,
            "crit": 1,
            "desc": "Destructive operation names file data",
            "from": [
              {
                "file": 124
              }
            ]
          },
          {
            "id": "objectives/persistence/system/service/systemd::systemd",
            "atk": "T1543.002",
            "mbc": "B0028",
            "conf": 0.66,
            "crit": 3,
            "desc": "Configures or controls a systemd unit",
            "from": [
              {
                "off": 30795,
                "file": 1,
                "line": 690
              },
              {
                "off": 8202,
                "file": 135,
                "line": 295
              },
              {
                "file": 405
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            ]
          },
          {
            "id": "metadata/file/string/identity::jfif-or-jpeg-media-marker",
            "conf": 0.82,
            "crit": 1,
            "desc": "References JFIF or the JPEG media type",
            "from": [
              {
                "file": 357
              }
            ]
          },
          {
            "id": "metadata/file/string/charset::lowercase-hex-alphabet",
            "conf": 0.2,
            "crit": 2,
            "desc": "Lowercase hexadecimal alphabet string",
            "from": [
              {
                "file": 209
              }
            ]
          },
          {
            "id": "micro-behaviors/os/virtualization/pool::pool-idle-timeout",
            "conf": 0.9,
            "crit": 3,
            "desc": "Worker pool idle timeout",
            "from": [
              {
                "file": 52
              }
            ]
          },
          {
            "id": "micro-behaviors/crypto/symmetric/config::chunk-sizing-before-crypto",
            "conf": 0.86,
            "crit": 1,
            "desc": "Chunk sizing followed by an encryption term",
            "from": [
              {
                "file": 330
              }
            ]
          },
          {
            "id": "objectives/credential-access/cracking/local-hash::rust-password-dictionary-core",
            "atk": "T1110.002",
            "conf": 0.9,
            "crit": 1,
            "desc": "Rust core password dictionary",
            "from": [
              {
                "file": 356
              }
            ]
          },
          {
            "id": "metadata/file/profile/language::lang-german--atom-3",
            "conf": 0.8,
            "crit": 2,
            "desc": "Contains a German function-word token",
            "from": [
              {
                "file": 384
              }
            ]
          },
          {
            "id": "metadata/package/config::agent-instructions-md-basename",
            "conf": 0.95,
            "crit": 1,
            "desc": "Agent instructions markdown file name"
          },
          {
            "id": "micro-behaviors/data/control-flow/loop::rust-iter-call",
            "conf": 0.85,
            "crit": 2,
            "desc": "Rust creates an iterator with .iter()",
            "from": [
              {
                "file": 29
              }
            ]
          },
          {
            "id": "metadata/build/package/maintainer-scripts::openbsd-rc-cmd-dispatch",
            "conf": 0.95,
            "crit": 1,
            "desc": "OpenBSD rc_cmd dispatch",
            "from": [
              {
                "file": 506
              }
            ]
          },
          {
            "id": "micro-behaviors/os/service/config::init-script-path",
            "conf": 0.8,
            "crit": 3,
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            "crit": 1,
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            "id": "objectives/impact/ransom/tactics::locker-thread-count-option",
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            "id": "micro-behaviors/os/package-manager/install::yum-install-cmd",
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            "id": "micro-behaviors/data/serialize/json::json-loads-call",
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                "file": 2
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          {
            "id": "micro-behaviors/communications/ipc/unix-socket::unix-socket-path",
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          {
            "id": "micro-behaviors/communications/http/download/shell::fetch-var-output-var",
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            "desc": "curl/wget uses variable input and output paths",
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            "id": "objectives/evasion/security-bypass/llm/prompt::llm-doc-figure-change",
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            "desc": "Figure change instruction",
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                "file": 390
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            "id": "micro-behaviors/os/service/config::exec-start-expected-core",
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          {
            "id": "micro-behaviors/os/sysinfo/platform/arch::arch-aarch64",
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                "file": 1
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          {
            "id": "metadata/build/docker::dockerfile-basename",
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            "crit": 1,
            "desc": "Dockerfile by name",
            "from": [
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                "file": 408
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            "id": "micro-behaviors/communications/http/download/curl::curl-silent",
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            "desc": "curl command uses silent or fail flags",
            "from": [
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                "file": 1
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          {
            "id": "metadata/package/documentation::package-doc-reference-basename",
            "conf": 0.9,
            "crit": 1,
            "desc": "Package documentation basename",
            "from": [
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                "file": 406
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            ]
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            "id": "objectives/credential-access/env/secrets/filtered-access::python-obfuscated-api-key-label",
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            "conf": 0.9,
            "crit": 1,
            "desc": "Python source names an API credential",
            "from": [
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                "file": 2
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            "id": "micro-behaviors/process/user/query::id-cmd-shell",
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            "desc": "Invokes bare `id` in shell scripts",
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            "id": "metadata/file/catalog/service::embedded-systemd-unit-section-marker",
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            "crit": 2,
            "desc": "Embedded systemd unit section header",
            "from": [
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                "file": 1
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            "id": "objectives/discovery/host/fingerprint::rust-openwrt-service-inventory",
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            "desc": "Rust OpenWrt service inventory",
            "from": [
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                "file": 135
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            "id": "micro-behaviors/data/string/assembly::assignment-path-variable-concatenation",
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            "desc": "Shell path assignment uses a variable"
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            "id": "objectives/persistence/system/surface/paths::managed-persistence-marker--rx-9",
            "atk": "T1547",
            "conf": 0.84,
            "crit": 1,
            "desc": "Regex component marker",
            "from": [
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          {
            "id": "micro-behaviors/communications/http/download/cli::fetch-command-position-script",
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            "desc": "curl/wget in shell command position",
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            "id": "micro-behaviors/os/event/library/tokio::tokio-cargo",
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            "desc": "tokio- cargo dependency",
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            "id": "objectives/anti-static/obfuscation/encoding/shell::shell-awk-gsub-call",
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            "id": "micro-behaviors/fs/read/file::python-pathlib-read-text",
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            "mbc": "E1005",
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            "from": [
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            "id": "micro-behaviors/communications/http/download/curl::curl-cmd",
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            "id": "metadata/file/metrics::script-peak-region-over-1k",
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            "desc": "Peak-entropy source region exceeds 1KB",
            "from": [
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            "id": "micro-behaviors/os/privilege/elevation::sudo-command",
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            "id": "objectives/anti-static/obfuscation/encoding/base64::rust-base64-decode-item-call",
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            "id": "micro-behaviors/data/parse/vocabulary::credential-field",
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            "desc": "Credential field keyword",
            "from": [
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                "file": 8
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            "id": "objectives/command-and-control/channel/tunnel/ligolo::ligolo-hidden-systemd-helper--rx-5",
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            "id": "micro-behaviors/os/service/control::systemctl-templated-target",
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            "id": "objectives/supply-chain/install-hook/build/behavioral::rust-build-rs-binary-path-var",
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                "file": 365
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            "id": "micro-behaviors/communications/http/header/content-type::native-json-content-type",
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            "desc": "Native HTTP JSON content type",
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                "file": 327
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            "id": "micro-behaviors/communications/http/websocket::websocket-http-upgrade-headers-source",
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            "mbc": "C0002",
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            "desc": "WebSocket source HTTP upgrade handshake",
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                "line": 229
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            "id": "micro-behaviors/os/service/control::service-start",
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          {
            "id": "micro-behaviors/communications/ip/endpoint::external-ipv4-port-source-literal",
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            "crit": 3,
            "desc": "Hardcoded external IPv4 with port",
            "from": [
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                "file": 347
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          {
            "id": "micro-behaviors/os/sysinfo/platform/arch::arch-arm64",
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            "desc": "arm64 architecture string",
            "from": [
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                "file": 1
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          {
            "id": "micro-behaviors/communications/http/url/encoded::long-base64-like-path-segment",
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            "crit": 1,
            "desc": "URL path has long base64-like segment",
            "from": [
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            "id": "micro-behaviors/process/terminate/command::pkill",
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            "desc": "pkill process termination command",
            "from": [
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            "id": "micro-behaviors/communications/http/post::python-post-method-literal",
            "atk": "T1071.001",
            "mbc": "C0002",
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            "crit": 1,
            "desc": "Python POST method literal",
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            "id": "micro-behaviors/crypto/hash/digest::rust-sha256-operation",
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            "from": [
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            "id": "metadata/file/profile/locale::readme-language-nav-marker",
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            "crit": 3,
            "desc": "README links to a translated README",
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            "id": "micro-behaviors/fs/write/copy::coreutils-install-executable",
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            "desc": "Shell script file extension",
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            "id": "micro-behaviors/process/lifecycle/auto-exec::asyncio-run-call",
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            "desc": "Python asyncio.run call",
            "from": [
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                "file": 4
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            "id": "micro-behaviors/data/source/syntax/operator::bitwise-xor-operator",
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            "desc": "Uses bitwise XOR syntax",
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            "id": "micro-behaviors/os/service/config::systemd-etc-directory-path",
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            "desc": "System-wide /etc/systemd directory",
            "from": [
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            "id": "objectives/supply-chain/recon-exfil/agent-skill::proxy-secret-field",
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            "desc": "Secret field marker for proxy use",
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            "desc": "tmp keyword",
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            "id": "metadata/file/profile/language::lang-english--atom-7",
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            "desc": "English function-word token \"this\"",
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            "from": [
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            "from": [
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            "desc": "Rust endpoint constant is a string array",
            "from": [
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            "id": "micro-behaviors/data/db/config::db-key-user",
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            "desc": "Connection user key",
            "from": [
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          {
            "id": "micro-behaviors/os/sysinfo/platform/arch::sh-uname-fingerprint",
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            "from": [
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            "crit": 2,
            "desc": "English function-word token \"and\"",
            "from": [
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                "file": 2
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          {
            "id": "micro-behaviors/communications/ip/literal::loopback-ipv4-source",
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            "from": [
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            "from": [
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          {
            "id": "micro-behaviors/data/encode/xor::xor-index-modulo-generic",
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            "from": [
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            "from": [
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            "desc": "Regex component marker",
            "from": [
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            "desc": "Rust binds a Unix-domain socket listener",
            "from": [
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          {
            "id": "micro-behaviors/data/control-flow/analysis::python-for-range-len-loop",
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            "id": "metadata/file/profile/language::lang-german--atom-1",
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            "from": [
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            "desc": "GitHub Actions apt-get install",
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            "from": [
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