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            "conf": 0.95,
            "crit": 3,
            "desc": "imports os"
          },
          {
            "id": "micro-behaviors/fs/directory/traverse::traverse-glob-call",
            "conf": 0.84,
            "crit": 3,
            "desc": "Calls Python glob for file enumeration"
          },
          {
            "id": "metadata/import/lua/citeproc-ir-node::citeproc-ir-node",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-ir-node"
          },
          {
            "id": "metadata/import/lua/citeproc/nodes::citeproc/nodes",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.nodes"
          },
          {
            "id": "micro-behaviors/data/control-flow/branch::python-top-vote-selection",
            "conf": 0.96,
            "crit": 3,
            "desc": "Python selects the top vote"
          },
          {
            "id": "micro-behaviors/fs/directory/chdir::shell-change-directory",
            "conf": 0.95,
            "crit": 3,
            "desc": "Shell changes working directory"
          },
          {
            "id": "metadata/import/lua/citeproc-node-bibliography::citeproc-node-bibliography",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-node-bibliography"
          },
          {
            "id": "metadata/import/lua/citeproc/node-locale::citeproc/node-locale",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.node-locale"
          },
          {
            "id": "metadata/import/lua/citeproc/element::citeproc/element",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.element"
          },
          {
            "id": "metadata/lang/natural::lang-indonesian",
            "conf": 0.8,
            "crit": 3,
            "desc": "Contains probable Indonesian text",
            "from": [
              {
                "off": 1111565,
                "file": 25,
                "line": 14827
              }
            ],
            "uses": [
              77,
              83,
              89,
              156
            ]
          },
          {
            "id": "metadata/import/lua/lualibs::lualibs",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports lualibs"
          },
          {
            "id": "micro-behaviors/os/env/read::lua-os-getenv",
            "conf": 0.85,
            "crit": 3,
            "desc": "Lua environment variable access"
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-3",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"that\""
          },
          {
            "id": "metadata/lang/generated::automatically-generated-source-marker",
            "conf": 0.85,
            "crit": 2,
            "desc": "Generated source provenance marker"
          },
          {
            "id": "metadata/import/lua/citeproc-node-choose::citeproc-node-choose",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-node-choose"
          },
          {
            "id": "micro-behaviors/data/serialize/schema-object::host-field-key",
            "conf": 0.9,
            "crit": 3,
            "desc": "JSON-like host or hostname field"
          },
          {
            "id": "micro-behaviors/communications/http/url/query::nested-remote-url-value",
            "conf": 0.95,
            "crit": 3,
            "desc": "Query value contains a remote URL"
          },
          {
            "id": "metadata/file/profile/markup::reference-guide-section-headings",
            "conf": 0.97,
            "crit": 3,
            "desc": "Reference guide has multiple section headings"
          },
          {
            "id": "metadata/file/line::single-long-line-outlier",
            "conf": 0.9,
            "crit": 3,
            "desc": "Exactly one line exceeds 1000 characters"
          },
          {
            "id": "metadata/import/lua/luaxml-domobject::luaxml-domobject",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports luaxml-domobject"
          },
          {
            "id": "metadata/import/python/warnings::warnings",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports warnings"
          },
          {
            "id": "micro-behaviors/data/serialize/object::json-dump",
            "conf": 0.86,
            "crit": 3,
            "desc": "Serializes to a stream with json.dump()"
          },
          {
            "id": "metadata/lang/natural::lang-french",
            "conf": 0.8,
            "crit": 3,
            "desc": "French language detection",
            "from": [
              {
                "off": 1291389,
                "file": 25,
                "line": 17406
              }
            ],
            "uses": [
              3,
              52,
              116,
              154
            ]
          },
          {
            "id": "metadata/import/python/argparse::argparse",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports argparse"
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-1",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"the\""
          },
          {
            "id": "micro-behaviors/data/arithmetic::non-python-xor-syntax",
            "conf": 1.0,
            "crit": 3,
            "desc": "Source references XOR syntax"
          },
          {
            "id": "metadata/import/lua/citeproc-node-names::citeproc-node-names",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-node-names"
          },
          {
            "id": "micro-behaviors/communications/http/url/forge::public-code-forge-url",
            "conf": 0.9,
            "crit": 3,
            "desc": "References a public code-forge URL"
          },
          {
            "id": "metadata/import/python/luadata::luadata",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports luadata"
          },
          {
            "id": "metadata/import/lua/citeproc/bibtex-data::citeproc/bibtex-data",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.bibtex-data"
          },
          {
            "id": "metadata/import/lua/tinyyaml::tinyyaml",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports tinyyaml"
          },
          {
            "id": "metadata/import/lua/citeproc/node-choose::citeproc/node-choose",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.node-choose"
          },
          {
            "id": "metadata/import/lua/citeproc-latex-parser::citeproc-latex-parser",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-latex-parser"
          },
          {
            "id": "micro-behaviors/data/string/assembly::zero-padded-integer-format",
            "conf": 0.9,
            "crit": 3,
            "desc": "Code formats a zero-padded integer",
            "from": [
              {
                "file": 34
              }
            ],
            "uses": [
              181
            ]
          },
          {
            "id": "metadata/import/python/json::json",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports json"
          },
          {
            "id": "metadata/import/lua/citeproc-unicode::citeproc-unicode",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-unicode"
          },
          {
            "id": "micro-behaviors/process/create/vcs/git::public-forge-git-clone",
            "atk": "T1105",
            "conf": 0.92,
            "crit": 3,
            "desc": "Git clones a public code forge",
            "uses": [
              40,
              67
            ]
          },
          {
            "id": "metadata/import/lua/citeproc-node-date::citeproc-node-date",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-node-date"
          },
          {
            "id": "metadata/build/ci/step::mutable-version-action-ref",
            "conf": 0.9,
            "crit": 3,
            "desc": "Workflow action uses mutable version tag"
          },
          {
            "id": "metadata/lang/natural::lang-french--atom-1",
            "conf": 0.8,
            "crit": 1,
            "desc": "French function-word token \"dans\""
          },
          {
            "id": "micro-behaviors/fs/write/file/handle::lua-open-write-mode",
            "conf": 0.82,
            "crit": 3,
            "desc": "Lua opens file in write mode"
          },
          {
            "id": "metadata/import/lua/inspect::inspect",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports inspect"
          },
          {
            "id": "metadata/import/lua/citeproc-bibtex-data::citeproc-bibtex-data",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-bibtex-data"
          },
          {
            "id": "metadata/import/lua/unicode::unicode",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports unicode"
          },
          {
            "id": "metadata/import/lua/citeproc-output::citeproc-output",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-output"
          },
          {
            "id": "micro-behaviors/process/create/popen::os-popen-ast",
            "atk": "T1059.006",
            "mbc": "C0017",
            "conf": 0.9,
            "crit": 3,
            "desc": "Executes command via os.popen"
          },
          {
            "id": "metadata/import/lua/citeproc-node-group::citeproc-node-group",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-node-group"
          },
          {
            "id": "metadata/import/lua/citeproc/latex-parser::citeproc/latex-parser",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.latex-parser"
          },
          {
            "id": "metadata/import/lua/citeproc/node-group::citeproc/node-group",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.node-group"
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-7",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"this\""
          },
          {
            "id": "metadata/import/lua/lpeg::lpeg",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports lpeg"
          },
          {
            "id": "micro-behaviors/data/serialize/json::json-load-call",
            "conf": 0.9,
            "crit": 3,
            "desc": "Python json.load call"
          },
          {
            "id": "metadata/lang/natural::lang-italian",
            "conf": 0.8,
            "crit": 3,
            "desc": "Italian language detection",
            "from": [
              {
                "off": 1606880,
                "file": 25,
                "line": 21895
              },
              {
                "off": 65557,
                "file": 210,
                "line": 2552
              }
            ],
            "uses": [
              121,
              139,
              163
            ]
          },
          {
            "id": "metadata/lang/natural::lang-japanese",
            "conf": 0.8,
            "crit": 3,
            "desc": "Contains Hiragana or Katakana script"
          },
          {
            "id": "micro-behaviors/process/create/vcs/git::git-clone-command",
            "atk": "T1105",
            "conf": 0.9,
            "crit": 3,
            "desc": "Git clone command"
          },
          {
            "id": "micro-behaviors/data/manipulation::string-replace-result-assignment",
            "conf": 0.9,
            "crit": 3,
            "desc": "Assigns a string replace result"
          },
          {
            "id": "metadata/build/ci/trigger::scheduled-workflow-trigger",
            "conf": 0.9,
            "crit": 3,
            "desc": "GitHub scheduled workflow trigger"
          },
          {
            "id": "metadata/import/lua/citeproc-node-sort::citeproc-node-sort",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-node-sort"
          },
          {
            "id": "metadata/import/python/glob::glob",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports glob"
          },
          {
            "id": "metadata/import/lua/citeproc::citeproc",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc"
          },
          {
            "id": "metadata/build/ci/step::actions-upload-artifact",
            "conf": 0.9,
            "crit": 3,
            "desc": "GitHub Actions uploads a workflow artifact"
          },
          {
            "id": "micro-behaviors/fs/enumerate/directory::python-directory-listing",
            "atk": "T1083",
            "conf": 0.86,
            "crit": 3,
            "desc": "Python lists directory entries"
          },
          {
            "id": "micro-behaviors/data/serialize/json::json-loads-call",
            "conf": 0.9,
            "crit": 3,
            "desc": "Parses JSON data with Python"
          },
          {
            "id": "metadata/file/naming::test-directory-component",
            "conf": 1.0,
            "crit": 2,
            "desc": "Path contains a test-directory component"
          },
          {
            "id": "metadata/lang/natural::lang-indonesian--atom-4",
            "conf": 0.8,
            "crit": 1,
            "desc": "Indonesian function-word token \"untuk\""
          },
          {
            "id": "metadata/import/lua/citeproc/node-text::citeproc/node-text",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.node-text"
          },
          {
            "id": "micro-behaviors/communications/http/message::http-url-literal",
            "conf": 0.75,
            "crit": 3,
            "desc": "HTTP URL string literal"
          },
          {
            "id": "micro-behaviors/data/string/conversion::python-chr-call",
            "conf": 0.9,
            "crit": 3,
            "desc": "Python chr() character conversion"
          },
          {
            "id": "metadata/import/lua/lua-uca-collator::lua-uca-collator",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports lua-uca-collator"
          },
          {
            "id": "metadata/file/format/wordlist::one-token-per-line-list",
            "conf": 0.9,
            "crit": 3,
            "desc": "Newline-delimited single-token wordlist"
          },
          {
            "id": "metadata/lang/natural::lang-indonesian--atom-2",
            "conf": 0.8,
            "crit": 1,
            "desc": "Indonesian function-word token \"dan\""
          },
          {
            "id": "metadata/import/lua/citeproc/bibtex2csl::citeproc/bibtex2csl",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.bibtex2csl"
          },
          {
            "id": "micro-behaviors/data/control-flow/module-exec::module-level-side-effect-call",
            "conf": 0.82,
            "crit": 3,
            "desc": "Python module-level function call syntax"
          },
          {
            "id": "well-known/lib/ui/simple-icons::svg-icon-collection",
            "conf": 0.99,
            "crit": 3,
            "desc": "simple-icons icon collection"
          },
          {
            "id": "metadata/import/lua/busted/outputhandlers/base::busted/outputhandlers/base",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports busted.outputHandlers.base"
          },
          {
            "id": "micro-behaviors/communications/url/reference::python-comment-url-reference",
            "conf": 0.9,
            "crit": 3,
            "desc": "Python comment contains a URL"
          },
          {
            "id": "metadata/lang/natural::lang-indonesian--atom-1",
            "conf": 0.8,
            "crit": 1,
            "desc": "Indonesian function-word token \"yang\""
          },
          {
            "id": "metadata/import/lua/citeproc/node-names::citeproc/node-names",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.node-names"
          },
          {
            "id": "micro-behaviors/process/create/shell/spawn::shell-execution-capability",
            "atk": "T1059",
            "mbc": "E1059",
            "conf": 0.9,
            "crit": 3,
            "desc": "Executes commands through a shell",
            "from": [
              {
                "file": 78
              }
            ],
            "uses": [
              58
            ]
          },
          {
            "id": "metadata/import/lua/lfs::lfs",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports lfs"
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-2",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"and\""
          },
          {
            "id": "metadata/file/profile/markup::markdown-heading-before-fenced-block",
            "conf": 0.98,
            "crit": 3,
            "desc": "Markdown-style heading precedes a code fence"
          },
          {
            "id": "metadata/import/lua/citeproc-cli::citeproc-cli",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-cli"
          },
          {
            "id": "metadata/import/lua/citeproc-latex-data::citeproc-latex-data",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-latex-data"
          },
          {
            "id": "metadata/import/lua/lua-uca-ducet::lua-uca-ducet",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports lua-uca-ducet"
          },
          {
            "id": "metadata/import/lua/citeproc/lua-uni-algos/case::citeproc/lua-uni-algos/case",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.lua-uni-algos.case"
          },
          {
            "id": "metadata/import/lua/lua-uca-languages::lua-uca-languages",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports lua-uca-languages"
          },
          {
            "id": "metadata/import/lua/lua-uni-case::lua-uni-case",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports lua-uni-case"
          },
          {
            "id": "micro-behaviors/data/source/syntax/keyword::function-command-parameter",
            "conf": 0.8,
            "crit": 3,
            "desc": "Python function accepts a command parameter"
          },
          {
            "id": "metadata/import/lua/lua-uni-normalize::lua-uni-normalize",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports lua-uni-normalize"
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-4",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"have\""
          },
          {
            "id": "metadata/import/lua/citeproc-nodes::citeproc-nodes",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-nodes"
          },
          {
            "id": "metadata/import/python/csv::csv",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports csv"
          },
          {
            "id": "micro-behaviors/fs/file/copy::cp-command-text",
            "conf": 0.9,
            "crit": 3,
            "desc": "Source contains cp file-copy command"
          },
          {
            "id": "objectives/anti-static/obfuscation/string/junking::consonant-vowel-gibberish-source",
            "conf": 0.8,
            "crit": 3,
            "desc": "Repeated consonant-vowel source token"
          },
          {
            "id": "metadata/import/python/pathlib/path::path",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports Path from pathlib"
          },
          {
            "id": "micro-behaviors/data/serialize/schema-object::files-object-field",
            "conf": 0.8,
            "crit": 3,
            "desc": "JSON files object field"
          },
          {
            "id": "metadata/import/lua/citeproc-element::citeproc-element",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-element"
          },
          {
            "id": "metadata/import/lua/citeproc/citeproc-bibtex2csl::citeproc/citeproc-bibtex2csl",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.citeproc-bibtex2csl"
          },
          {
            "id": "metadata/import/lua/citeproc/node-bibliography::citeproc/node-bibliography",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.node-bibliography"
          },
          {
            "id": "metadata/import/lua/citeproc/node-label::citeproc/node-label",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.node-label"
          },
          {
            "id": "metadata/import/python/collections/ordereddict::ordereddict",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports OrderedDict from collections"
          },
          {
            "id": "metadata/import/lua/citeproc/engine::citeproc/engine",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.engine"
          },
          {
            "id": "metadata/lang/natural::lang-french--atom-3",
            "conf": 0.8,
            "crit": 1,
            "desc": "French function-word token \"nous\""
          },
          {
            "id": "micro-behaviors/communications/email/address::google-consumer-email-domain-suffix",
            "conf": 0.55,
            "crit": 3,
            "desc": "Gmail consumer email domain suffix"
          },
          {
            "id": "metadata/file/extension/identity::shell-a",
            "conf": 1.0,
            "crit": 2,
            "desc": "POSIX shell script extension"
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-5",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"for\""
          },
          {
            "id": "metadata/import/lua/citeproc-journal-data::citeproc-journal-data",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-journal-data"
          },
          {
            "id": "metadata/lang/natural::lang-italian--atom-1",
            "conf": 0.8,
            "crit": 1,
            "desc": "Italian function-word token \"questo\""
          },
          {
            "id": "micro-behaviors/process/debug/symbol::lua-debug-module-access",
            "conf": 0.9,
            "crit": 3,
            "desc": "Accesses Lua debug module"
          },
          {
            "id": "objectives/impact/infect/script/self-copy::lua-names-lua-script",
            "atk": "T1554",
            "conf": 0.8,
            "crit": 3,
            "desc": "Lua source names a Lua script"
          },
          {
            "id": "metadata/import/lua/citeproc/node-layout::citeproc/node-layout",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.node-layout"
          },
          {
            "id": "metadata/package/testing/presence/harness::test-directory",
            "conf": 1.0,
            "crit": 2,
            "desc": "File identified as a test by path or name",
            "uses": [
              76
            ]
          },
          {
            "id": "metadata/import/lua/citeproc-node-citation::citeproc-node-citation",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc-node-citation"
          },
          {
            "id": "metadata/import/lua/citeproc/unicode::citeproc/unicode",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports citeproc.unicode"
          },
          {
            "id": "metadata/import/lua/citeproc/lua-uca/languages::citeproc/lua-uca/languages",
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