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            "crit": 3,
            "desc": "Agent or skill references a server endpoint"
          },
          {
            "id": "micro-behaviors/process/create/permission-agent::agent-default-agent-override",
            "atk": "T1562.001",
            "conf": 0.92,
            "crit": 3,
            "desc": "Overrides the configured default agent"
          },
          {
            "id": "objectives/execution/automation/skill::skill-automatic-trigger-marker",
            "atk": "T1059",
            "conf": 0.92,
            "crit": 3,
            "desc": "Agent skill runs automatically"
          },
          {
            "id": "metadata/document/chm::chm-hash-basename",
            "conf": 0.84,
            "crit": 3,
            "desc": "CHM hash-like basename",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/file/format/markup::unified-diff",
            "conf": 0.98,
            "crit": 3,
            "desc": "Git unified diff text format",
            "from": [
              {
                "file": 1
              },
              {
                "off": 0,
                "file": 137,
                "line": 1
              }
            ],
            "uses": [
              64,
              94
            ]
          },
          {
            "id": "objectives/exfiltration/http/agent::skill-mcp-bearer-environment-auth",
            "atk": "T1041,T1567",
            "conf": 0.95,
            "crit": 3,
            "desc": "Sends bearer environment credentials to MCP"
          },
          {
            "id": "micro-behaviors/process/create/permission-agent::agent-approval-gate-disabled",
            "atk": "T1562.001",
            "conf": 0.93,
            "crit": 4,
            "desc": "Disables an AI agent approval gate",
            "from": [
              {
                "file": 1
              },
              {
                "file": 129
              }
            ],
            "uses": [
              20
            ]
          },
          {
            "id": "metadata/file/naming::hex-hash-zip-basename",
            "conf": 0.92,
            "crit": 3,
            "desc": "Zip basename is a hexadecimal hash",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-2",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"and\""
          },
          {
            "id": "micro-behaviors/fs/directory/chdir::shell-change-directory",
            "conf": 0.95,
            "crit": 3,
            "desc": "Shell changes working directory"
          },
          {
            "id": "micro-behaviors/data/parse/vocabulary::password-key-value-pair",
            "conf": 0.8,
            "crit": 3,
            "desc": "password/passwd key with inline value"
          },
          {
            "id": "well-known/app/ai/gateway/localai::localai-ui-build-command",
            "conf": 0.9,
            "crit": 3,
            "desc": "LocalAI UI build/test command"
          },
          {
            "id": "objectives/supply-chain/recon-exfil/agent-skill::proxy-api-key-field",
            "atk": "T1195.002",
            "conf": 0.96,
            "crit": 3,
            "desc": "API-key field marker for proxy use"
          },
          {
            "id": "micro-behaviors/process/create/vcs/git::git-clone-argv",
            "atk": "T1105",
            "conf": 0.9,
            "crit": 3,
            "desc": "Git clone argument sequence"
          },
          {
            "id": "metadata/build/ci/secret::action-secret-input",
            "conf": 0.95,
            "crit": 3,
            "desc": "Action input references workflow secret"
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-4",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"have\""
          },
          {
            "id": "micro-behaviors/fs/path/extension::data-document-extension-reference",
            "conf": 0.9,
            "crit": 1,
            "desc": "References a data filename extension"
          },
          {
            "id": "micro-behaviors/data/llm/agent::agent-identity-copilot",
            "conf": 0.8,
            "crit": 1,
            "desc": "Copilot identity reference"
          },
          {
            "id": "micro-behaviors/process/create/permission-agent::agent-permission-wildcard-allow",
            "atk": "T1562.001",
            "conf": 0.95,
            "crit": 3,
            "desc": "Agent config grants every tool permission"
          },
          {
            "id": "micro-behaviors/process/debug/symbol::lua-debug-module-access",
            "conf": 0.9,
            "crit": 3,
            "desc": "Accesses Lua debug module"
          },
          {
            "id": "metadata/build/ci/secret::step-environment-secret-reference",
            "conf": 0.95,
            "crit": 3,
            "desc": "Step environment references an Actions secret"
          },
          {
            "id": "metadata/file/extension/identity::shell-a",
            "conf": 1.0,
            "crit": 2,
            "desc": "POSIX shell script extension"
          },
          {
            "id": "metadata/build/ci/permission::job-contents-write-permission",
            "conf": 0.92,
            "crit": 3,
            "desc": "Job grants contents write permission"
          },
          {
            "id": "metadata/package/testing/presence/harness::test-directory",
            "conf": 1.0,
            "crit": 2,
            "desc": "File identified as a test by path or name",
            "uses": [
              61
            ]
          },
          {
            "id": "metadata/file/data-blob::near-maximum-entropy-file",
            "conf": 0.9,
            "crit": 3,
            "desc": "File has near-maximum entropy",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/fs/path/agent-config/directory::opencode-skills-directory",
            "conf": 0.9,
            "crit": 3,
            "desc": "OpenCode skills directory path"
          },
          {
            "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/build/ci/secret::step-token-input-secret-reference",
            "conf": 0.95,
            "crit": 3,
            "desc": "Step token input references an Actions secret"
          },
          {
            "id": "metadata/package/testing/harness-lua::lua-busted-spec",
            "conf": 0.95,
            "crit": 2,
            "desc": "Lua Busted-style spec file",
            "uses": [
              42,
              44,
              107
            ]
          },
          {
            "id": "micro-behaviors/process/create/local-exec::execute-dot-slash-literal",
            "conf": 0.88,
            "crit": 3,
            "desc": "Executes a local relative file"
          },
          {
            "id": "micro-behaviors/process/create/vcs/git::shell-git-pull",
            "atk": "T1059.004",
            "conf": 0.92,
            "crit": 3,
            "desc": "Pulls changes from a Git remote"
          },
          {
            "id": "objectives/lateral-movement/brute-force/password::common-account-root-password-pair",
            "atk": "T1110.001",
            "conf": 0.86,
            "crit": 3,
            "desc": "Common account paired with root password"
          },
          {
            "id": "metadata/file/string/file::tmp",
            "conf": 0.2,
            "crit": 1,
            "desc": "tmp keyword"
          },
          {
            "id": "micro-behaviors/data/runtime/keywords::pipe-to-bash",
            "conf": 0.88,
            "crit": 1,
            "desc": "Pipe to bash interpreter token"
          },
          {
            "id": "micro-behaviors/os/env/read::lua-os-getenv",
            "conf": 0.85,
            "crit": 3,
            "desc": "Lua environment variable access"
          },
          {
            "id": "micro-behaviors/fs/path/agent-config/directory::opencode-agents-directory",
            "conf": 0.94,
            "crit": 3,
            "desc": "OpenCode custom agents directory path"
          },
          {
            "id": "micro-behaviors/data/llm/wire-marker::role-line-marker",
            "conf": 0.72,
            "crit": 1,
            "desc": "Quoted LLM role label"
          },
          {
            "id": "micro-behaviors/data/llm/wire-marker::system-role-marker",
            "conf": 0.72,
            "crit": 3,
            "desc": "LLM system-role value"
          },
          {
            "id": "metadata/package/files/archive-shape::jar-many-directories",
            "conf": 0.98,
            "crit": 3,
            "desc": "JAR has many directories",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/process/terminate/command::shell-kill-variable-pid",
            "conf": 0.85,
            "crit": 3,
            "desc": "Shell kills a PID from a variable"
          },
          {
            "id": "metadata/package/testing/harness-lua::lua-spec-basename",
            "conf": 0.9,
            "crit": 3,
            "desc": "Lua spec filename"
          },
          {
            "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": [
              15,
              28,
              95
            ]
          },
          {
            "id": "metadata/package/testing/harness-lua::lua-busted-it",
            "conf": 0.9,
            "crit": 1,
            "desc": "Lua it test case"
          },
          {
            "id": "well-known/app/ai/coding-agent/openclaw::openclaw-ecosystem-phrase",
            "conf": 0.9,
            "crit": 3,
            "desc": "OpenClaw ecosystem phrase marker"
          },
          {
            "id": "micro-behaviors/process/create/vcs/git::shell-git-clone",
            "atk": "T1059.004",
            "conf": 0.85,
            "crit": 3,
            "desc": "Shell command invokes git clone"
          },
          {
            "id": "micro-behaviors/fs/path/agent-config/directory::opencode-config-directory",
            "conf": 0.93,
            "crit": 3,
            "desc": "OpenCode config directory path"
          },
          {
            "id": "objectives/supply-chain/trojanized/app/debug-probe::skill-prompt-member",
            "atk": "T1195.002",
            "conf": 0.92,
            "crit": 3,
            "desc": "References an agent skill markdown path"
          },
          {
            "id": "micro-behaviors/process/create/shell/spawn::shell-execution-comp",
            "atk": "T1059",
            "mbc": "E1059",
            "conf": 0.9,
            "crit": 3,
            "desc": "Shell command execution capability",
            "from": [
              {
                "file": 1
              },
              {
                "file": 3
              },
              {
                "file": 4
              },
              {
                "file": 133
              }
            ],
            "uses": [
              68
            ]
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-1",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"the\""
          },
          {
            "id": "objectives/supply-chain/install-hook/dropper/git-hook::git-precommit-hook-path",
            "atk": "T1059.004",
            "conf": 0.9,
            "crit": 3,
            "desc": "Git pre-commit hook path"
          },
          {
            "id": "micro-behaviors/os/package-manager/install::build-npm-install",
            "conf": 0.9,
            "crit": 3,
            "desc": "Build installs local npm dependencies"
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-6",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"with\""
          },
          {
            "id": "micro-behaviors/process/create/vcs/git::shell-git-commit",
            "atk": "T1059.004",
            "conf": 0.92,
            "crit": 3,
            "desc": "Commits changes to a Git repository"
          },
          {
            "id": "objectives/anti-static/obfuscation/code-metrics/strings::few-strings",
            "atk": "T1027",
            "mbc": "B0032",
            "conf": 0.4,
            "crit": 3,
            "desc": "Very few string literals"
          },
          {
            "id": "metadata/file/catalog/service::service-name-github",
            "conf": 0.6,
            "crit": 3,
            "desc": "GitHub service name"
          },
          {
            "id": "metadata/file/format/media::c2pa-generative-ai-source",
            "conf": 0.95,
            "crit": 3,
            "desc": "Asset declares AI-generated provenance"
          },
          {
            "id": "metadata/package/manager::homebrew-install-command",
            "conf": 0.5,
            "crit": 3,
            "desc": "Homebrew install command"
          },
          {
            "id": "objectives/exfiltration/http/agent::repo2skill-github-token-marker",
            "atk": "T1041,T1552.001",
            "conf": 0.99,
            "crit": 3,
            "desc": "GitHub token marker"
          },
          {
            "id": "micro-behaviors/fs/link/symlink::shell-ln-symlink",
            "conf": 0.88,
            "crit": 3,
            "desc": "Shell creates a symbolic link"
          },
          {
            "id": "metadata/package/testing/presence/harness::test-directory-path",
            "conf": 1.0,
            "crit": 2,
            "desc": "File is in common test directory"
          },
          {
            "id": "micro-behaviors/fs/path/agent-config/file::opencode-config-json-path",
            "conf": 0.96,
            "crit": 3,
            "desc": "OpenCode config JSON path"
          },
          {
            "id": "metadata/build/ci/secret::github-token-secret",
            "conf": 0.88,
            "crit": 3,
            "desc": "References Actions-provided GITHUB_TOKEN"
          },
          {
            "id": "metadata/file/format/markup::unified-diff-header",
            "conf": 0.98,
            "crit": 3,
            "desc": "Git unified diff header"
          },
          {
            "id": "metadata/package/files/archive-shape::jar-many-members",
            "conf": 0.98,
            "crit": 3,
            "desc": "JAR has many archive members",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "metadata/build/ci/trigger::scheduled-workflow-trigger",
            "conf": 0.9,
            "crit": 3,
            "desc": "GitHub scheduled workflow trigger"
          },
          {
            "id": "metadata/file/archive::archive-executable-member-cluster",
            "conf": 0.9,
            "crit": 3,
            "desc": "Archive contains several executable members",
            "from": [
              {
                "file": 1
              }
            ]
          },
          {
            "id": "micro-behaviors/process/create/shell/spawn::shell-exec",
            "atk": "T1059",
            "conf": 0.5,
            "crit": 3,
            "desc": "Uses shell exec to replace process"
          },
          {
            "id": "micro-behaviors/process/create/vcs/git::git-apply-cached-option",
            "conf": 0.95,
            "crit": 3,
            "desc": "Git apply --cached option token"
          },
          {
            "id": "micro-behaviors/data/llm/wire-marker::ai-agent-term-reference",
            "conf": 0.8,
            "crit": 3,
            "desc": "References the phrase \"AI agent\""
          },
          {
            "id": "micro-behaviors/process/create/shell/spawn::lua-io-popen",
            "atk": "T1059.004",
            "conf": 0.9,
            "crit": 3,
            "desc": "Lua io.popen() shell command execution"
          },
          {
            "id": "objectives/anti-static/obfuscation/code-metrics/structure::has-invisible-unicode",
            "atk": "T1027",
            "mbc": "B0032",
            "conf": 0.88,
            "crit": 3,
            "desc": "Contains many invisible Unicode characters"
          },
          {
            "id": "metadata/package/testing/presence/path::archive-test-directory-member-path",
            "conf": 0.98,
            "crit": 3,
            "desc": "Archive ships a root-level test tree"
          },
          {
            "id": "micro-behaviors/fs/directory/mkdir::mkdir-command",
            "conf": 0.8,
            "crit": 3,
            "desc": "Shell invokes mkdir command"
          },
          {
            "id": "micro-behaviors/fs/delete/file/command::rm-force-variable-target",
            "atk": "T1070.004",
            "mbc": "C0047",
            "conf": 0.9,
            "crit": 3,
            "desc": "Force-deletes a shell variable target"
          },
          {
            "id": "metadata/build/ci/step::actions-setup-node",
            "conf": 0.92,
            "crit": 3,
            "desc": "actions/setup-node workflow step"
          },
          {
            "id": "objectives/execution/automation/skill::skill-execute-action",
            "atk": "T1059",
            "conf": 0.92,
            "crit": 3,
            "desc": "Agent skill mentions command execution"
          },
          {
            "id": "objectives/supply-chain/trojanized/app/config-injection::repo-agent-rules-no-ai-attribution",
            "atk": "T1195.002",
            "conf": 0.94,
            "crit": 3,
            "desc": "Agent rules forbid AI attribution"
          },
          {
            "id": "micro-behaviors/data/llm/agent::agent-identity-cursor",
            "conf": 0.8,
            "crit": 3,
            "desc": "Cursor agent identity reference"
          },
          {
            "id": "micro-behaviors/data/control-flow/dispatch::lua-while-if-conditional-loop",
            "conf": 0.9,
            "crit": 3,
            "desc": "Lua while loop contains conditional branch"
          },
          {
            "id": "micro-behaviors/data/serialize/schema-object::window-id-field",
            "conf": 0.9,
            "crit": 3,
            "desc": "JSON-like object window ID field"
          },
          {
            "id": "objectives/execution/automation/skill::skill-secret-access-action",
            "atk": "T1059",
            "conf": 0.92,
            "crit": 3,
            "desc": "Skill accesses secrets"
          },
          {
            "id": "micro-behaviors/process/create/exec::child-process-execution",
            "atk": "T1059",
            "conf": 0.94,
            "crit": 3,
            "desc": "Executes a child process",
            "from": [
              {
                "file": 1
              },
              {
                "file": 3
              },
              {
                "file": 4
              },
              {
                "file": 133
              }
            ],
            "uses": [
              49
            ]
          },
          {
            "id": "micro-behaviors/process/create/agent::ai-agent-unattended-execution-value",
            "atk": "T1059",
            "mbc": "B0022",
            "conf": 0.9,
            "crit": 3,
            "desc": "Unattended agent execution mode value"
          },
          {
            "id": "objectives/command-and-control/backdoor/broad::lua-headless-name",
            "conf": 0.78,
            "crit": 3,
            "desc": "Lua headless name"
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-7",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"this\""
          },
          {
            "id": "micro-behaviors/communications/http/url/encoded::long-base64-like-path-segment",
            "conf": 0.9,
            "crit": 3,
            "desc": "Path has long Base64-like segment"
          },
          {
            "id": "metadata/package/documentation/agent-safety::security-markdown-basename",
            "conf": 0.94,
            "crit": 3,
            "desc": "Security documentation markdown file"
          },
          {
            "id": "micro-behaviors/data/llm/agent::agent-or-skill-http-url-reference",
            "conf": 0.9,
            "crit": 3,
            "desc": "Agent or skill references an HTTP URL"
          },
          {
            "id": "micro-behaviors/data/llm/agent::agent-identity-claude",
            "conf": 0.8,
            "crit": 3,
            "desc": "Claude agent identity reference"
          },
          {
            "id": "metadata/package/agent-skill::agent-instructions-md-basename",
            "conf": 0.95,
            "crit": 3,
            "desc": "Agent instructions markdown file name"
          },
          {
            "id": "micro-behaviors/communications/mcp::mcp-config-npx-command",
            "conf": 0.9,
            "crit": 3,
            "desc": "MCP config uses npx command"
          },
          {
            "id": "well-known/lib/ai/coding-assistant::opencode-name-reference",
            "conf": 0.88,
            "crit": 3,
            "desc": "References the OpenCode coding agent"
          },
          {
            "id": "metadata/file/format/markup::unified-diff-index",
            "conf": 0.98,
            "crit": 1,
            "desc": "Git unified diff index line"
          },
          {
            "id": "micro-behaviors/process/create/vcs/git::git-clone-command",
            "atk": "T1105",
            "conf": 0.9,
            "crit": 3,
            "desc": "Git clone command"
          },
          {
            "id": "objectives/anti-static/obfuscation/code-metrics/structure::sh-dense-eval-chains-unless-cond-1--rx-3",
            "atk": "T1027",
            "mbc": "B0032",
            "conf": 0.92,
            "crit": 3,
            "desc": "Matches 'Usage:'"
          },
          {
            "id": "micro-behaviors/data/llm/agent::agent-identity-set",
            "conf": 0.9,
            "crit": 3,
            "desc": "References multiple AI assistant products",
            "from": [
              {
                "file": 1
              },
              {
                "off": 12751,
                "file": 41,
                "line": 359
              },
              {
                "off": 2905,
                "file": 44,
                "line": 70
              },
              {
                "off": 7991,
                "file": 47,
                "line": 248
              }
            ],
            "uses": [
              0,
              19,
              70,
              79,
              90
            ]
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-3",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"that\""
          },
          {
            "id": "objectives/evasion/security-bypass/llm/prompt::llm-doc-figure-change",
            "atk": "T1562",
            "conf": 0.88,
            "crit": 3,
            "desc": "Figure change instruction"
          },
          {
            "id": "objectives/execution/automation/skill::skill-no-approval-marker",
            "atk": "T1059",
            "conf": 0.92,
            "crit": 3,
            "desc": "Skill runs without user approval"
          },
          {
            "id": "micro-behaviors/data/llm/wire-marker::assistant-identity-marker",
            "conf": 0.72,
            "crit": 3,
            "desc": "LLM assistant identity marker"
          },
          {
            "id": "metadata/lang/natural::lang-english--atom-5",
            "conf": 0.8,
            "crit": 1,
            "desc": "English function-word token \"for\""
          },
          {
            "id": "micro-behaviors/process/terminate/command::kill-with-signal-flag",
            "conf": 0.6,
            "crit": 3,
            "desc": "kill command invoked with a signal flag"
          },
          {
            "id": "micro-behaviors/fs/path/extension::office-document-extension-reference",
            "conf": 0.9,
            "crit": 3,
            "desc": "References an Office filename extension"
          },
          {
            "id": "metadata/package/testing/presence/path::tests-path-basename",
            "conf": 1.0,
            "crit": 2,
            "desc": "Tests path basename"
          },
          {
            "id": "micro-behaviors/os/user/account::servicenow-record-insert-call",
            "conf": 0.8,
            "crit": 3,
            "desc": "Glide script record insert call"
          },
          {
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            "desc": "GitHub service name"
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            "desc": "LocalAI UI build/test command"
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            "desc": "OpenCode config JSON path"
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            "desc": "Shell changes working directory"
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            "crit": 3,
            "desc": "Git clone argument sequence"
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            "crit": 3,
            "desc": "Step token input references an Actions secret"
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            "crit": 3,
            "desc": "Path has long Base64-like segment"
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            "desc": "Accesses Lua debug module"
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            "crit": 1,
            "desc": "English function-word token \"with\""
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            "crit": 3,
            "desc": "Lua spec filename"
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            "crit": 3,
            "desc": "Skill accesses secrets"
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            "crit": 3,
            "desc": "Common account paired with root password"
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            "crit": 2,
            "desc": "POSIX shell script extension"
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            "desc": "Lua describe test block"
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            "desc": "Matches 'Usage:'"
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            "crit": 3,
            "desc": "OpenCode skills directory path"
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            "crit": 3,
            "desc": "OpenClaw ecosystem phrase marker"
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            "crit": 3,
            "desc": "Git unified diff text format",
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            "crit": 3,
            "desc": "LLM assistant identity marker"
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            "crit": 1,
            "desc": "English function-word token \"and\""
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            "desc": "Shell kills a PID from a variable"
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            "desc": "References an Office filename extension"
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            "crit": 3,
            "desc": "Git unified diff header"
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            "desc": "Force-deletes a shell variable target"
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            "desc": "Workflow action uses mutable version tag"
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            "crit": 3,
            "desc": "Homebrew install command"
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            "crit": 3,
            "desc": "actions/setup-node workflow step"
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            "desc": "Contains many invisible Unicode characters"
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            "desc": "Lua while loop contains conditional branch"
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            "crit": 3,
            "desc": "JSON-like object window ID field"
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            "atk": "T1195.002",
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            "crit": 3,
            "desc": "API-key field marker for proxy use"
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          {
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            "crit": 3,
            "desc": "password/passwd key with inline value"
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            "conf": 0.95,
            "crit": 3,
            "desc": "Asset declares AI-generated provenance"
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          {
            "id": "metadata/package/testing/presence/harness::test-directory-path",
            "conf": 1.0,
            "crit": 2,
            "desc": "File is in common test directory"
          },
          {
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            "crit": 3,
            "desc": "Lua headless name"
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