{
  "skill_name": "lark-shared",
  "skill_path": "/Users/brianlevine/claude-projects/skill-scanner-test/skills/site-open.feishu.cn/lark-shared",
  "is_safe": true,
  "max_severity": "LOW",
  "findings_count": 10,
  "findings": [
    {
      "id": "HIDDEN_DATA_FILE_9199294001",
      "rule_id": "HIDDEN_DATA_FILE",
      "category": "obfuscation",
      "severity": "LOW",
      "title": "Hidden data file detected",
      "description": "Hidden file found: .wellknown-origin.json. Hidden files may contain concealed configuration or data that should be reviewed.",
      "file_path": ".wellknown-origin.json",
      "line_number": null,
      "snippet": null,
      "remediation": "Move file to a visible location or document its purpose.",
      "analyzer": "static",
      "metadata": {
        "semantic_facts": {
          "evidence_kind": "file_inventory",
          "context_kind": "package",
          "signals": [
            {
              "rule_id": "HIDDEN_DATA_FILE",
              "kind": "hidden_file",
              "file_path": ".wellknown-origin.json",
              "value_class": "other"
            }
          ]
        },
        "aitech": "AITech-9.2",
        "aitech_name": "Detection Evasion",
        "aisubtech": "AISubtech-9.2.1",
        "aisubtech_name": "Obfuscation Vulnerabilities",
        "aitech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "MITRE ATLAS: AML.T0107: Exploitation for Defense Evasion",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "aisubtech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "framework_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "taxonomy_status": "mapped",
        "taxonomy_source": "rule"
      }
    },
    {
      "id": "FILE_MAGIC_MISMATCH_6324effa0e",
      "rule_id": "FILE_MAGIC_MISMATCH",
      "category": "obfuscation",
      "severity": "LOW",
      "title": "File extension does not match actual content type",
      "description": "Markdown file 'SKILL.md' reads mostly as HTML document (html). Markdown commonly embeds code, so this is reported for visibility rather than as obfuscation.",
      "file_path": "SKILL.md",
      "line_number": null,
      "snippet": null,
      "remediation": "Rename the file to match its actual content type, or remove it if it appears malicious.",
      "analyzer": "static",
      "metadata": {
        "actual_type": "code/html",
        "actual_family": "code",
        "claimed_extension": ".md",
        "confidence_score": 0.9649904370307922,
        "semantic_facts": {
          "evidence_kind": "file_magic",
          "context_kind": "binary",
          "signals": [
            {
              "rule_id": "FILE_MAGIC_MISMATCH",
              "kind": "file_magic_mismatch",
              "file_path": "SKILL.md",
              "value_class": "binary"
            }
          ]
        },
        "aitech": "AITech-9.2",
        "aitech_name": "Detection Evasion",
        "aisubtech": "AISubtech-9.2.1",
        "aisubtech_name": "Obfuscation Vulnerabilities",
        "aitech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "MITRE ATLAS: AML.T0107: Exploitation for Defense Evasion",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "aisubtech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "framework_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "taxonomy_status": "mapped",
        "taxonomy_source": "rule"
      }
    },
    {
      "id": "TRIGGER_SHORT_61904263",
      "rule_id": "TRIGGER_DESCRIPTION_TOO_SHORT",
      "category": "social_engineering",
      "severity": "LOW",
      "title": "Skill description is too short",
      "description": "Description has only 3 words. Short descriptions may not provide enough context for the agent to determine when this skill should be used.",
      "file_path": "SKILL.md",
      "line_number": null,
      "snippet": null,
      "remediation": "Expand the description to at least 10-20 words explaining the skill's purpose, capabilities, and appropriate use cases.",
      "analyzer": "trigger",
      "metadata": {
        "aitech": null,
        "aitech_name": null,
        "aisubtech": null,
        "aisubtech_name": null,
        "aitech_mappings": [],
        "aisubtech_mappings": [],
        "framework_mappings": [],
        "taxonomy_status": "not_applicable",
        "taxonomy_source": "rule"
      }
    },
    {
      "id": "SKILL_LOAD_FALLBACK_USED",
      "rule_id": "SKILL_LOAD_FALLBACK_USED",
      "category": "policy_violation",
      "severity": "INFO",
      "title": "Strict manifest load failed; inert fallback scan used",
      "description": "SkillLoadError rejected malformed or missing manifest metadata. The bounded package body was still scanned as inert content; manifest capabilities were not trusted.",
      "file_path": "SKILL.md",
      "line_number": null,
      "snippet": null,
      "remediation": "Repair the YAML frontmatter and provide the required manifest fields.",
      "analyzer": "skill_loader",
      "metadata": {
        "fallback_used": true,
        "fallback_mode": "bounded_inert_raw_body",
        "strict_error_type": "SkillLoadError",
        "strict_error_code": "MISSING_REQUIRED_MANIFEST_FIELD",
        "manifest_complete": false,
        "capability_facts_trusted": false,
        "projection_complete": false,
        "projection_error_code": "MANIFEST_METADATA_INCOMPLETE",
        "aitech": null,
        "aitech_name": null,
        "aisubtech": null,
        "aisubtech_name": null,
        "aitech_mappings": [],
        "aisubtech_mappings": [],
        "framework_mappings": [],
        "taxonomy_status": "not_applicable",
        "taxonomy_source": "rule"
      }
    },
    {
      "id": "FILE_MAGIC_MISMATCH_d39d3389e0",
      "rule_id": "FILE_MAGIC_MISMATCH",
      "category": "obfuscation",
      "severity": "LOW",
      "title": "File extension does not match actual content type",
      "description": "Markdown file 'lark-shared-config-init.md' reads mostly as HTML document (html). Markdown commonly embeds code, so this is reported for visibility rather than as obfuscation.",
      "file_path": "references/lark-shared-config-init.md",
      "line_number": null,
      "snippet": null,
      "remediation": "Rename the file to match its actual content type, or remove it if it appears malicious.",
      "analyzer": "static",
      "metadata": {
        "actual_type": "code/html",
        "actual_family": "code",
        "claimed_extension": ".md",
        "confidence_score": 0.9649904370307922,
        "semantic_facts": {
          "evidence_kind": "file_magic",
          "context_kind": "binary",
          "signals": [
            {
              "rule_id": "FILE_MAGIC_MISMATCH",
              "kind": "file_magic_mismatch",
              "file_path": "references/lark-shared-config-init.md",
              "value_class": "binary"
            }
          ]
        },
        "aitech": "AITech-9.2",
        "aitech_name": "Detection Evasion",
        "aisubtech": "AISubtech-9.2.1",
        "aisubtech_name": "Obfuscation Vulnerabilities",
        "aitech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "MITRE ATLAS: AML.T0107: Exploitation for Defense Evasion",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "aisubtech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "framework_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "taxonomy_status": "mapped",
        "taxonomy_source": "rule"
      }
    },
    {
      "id": "FILE_MAGIC_MISMATCH_a9b3c025aa",
      "rule_id": "FILE_MAGIC_MISMATCH",
      "category": "obfuscation",
      "severity": "LOW",
      "title": "File extension does not match actual content type",
      "description": "Markdown file 'lark-shared-high-risk-approval.md' reads mostly as HTML document (html). Markdown commonly embeds code, so this is reported for visibility rather than as obfuscation.",
      "file_path": "references/lark-shared-high-risk-approval.md",
      "line_number": null,
      "snippet": null,
      "remediation": "Rename the file to match its actual content type, or remove it if it appears malicious.",
      "analyzer": "static",
      "metadata": {
        "actual_type": "code/html",
        "actual_family": "code",
        "claimed_extension": ".md",
        "confidence_score": 0.9649904370307922,
        "semantic_facts": {
          "evidence_kind": "file_magic",
          "context_kind": "binary",
          "signals": [
            {
              "rule_id": "FILE_MAGIC_MISMATCH",
              "kind": "file_magic_mismatch",
              "file_path": "references/lark-shared-high-risk-approval.md",
              "value_class": "binary"
            }
          ]
        },
        "aitech": "AITech-9.2",
        "aitech_name": "Detection Evasion",
        "aisubtech": "AISubtech-9.2.1",
        "aisubtech_name": "Obfuscation Vulnerabilities",
        "aitech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "MITRE ATLAS: AML.T0107: Exploitation for Defense Evasion",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "aisubtech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "framework_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "taxonomy_status": "mapped",
        "taxonomy_source": "rule"
      }
    },
    {
      "id": "FILE_MAGIC_MISMATCH_b3245a6dff",
      "rule_id": "FILE_MAGIC_MISMATCH",
      "category": "obfuscation",
      "severity": "LOW",
      "title": "File extension does not match actual content type",
      "description": "Markdown file 'lark-shared-identity-and-permissions.md' reads mostly as HTML document (html). Markdown commonly embeds code, so this is reported for visibility rather than as obfuscation.",
      "file_path": "references/lark-shared-identity-and-permissions.md",
      "line_number": null,
      "snippet": null,
      "remediation": "Rename the file to match its actual content type, or remove it if it appears malicious.",
      "analyzer": "static",
      "metadata": {
        "actual_type": "code/html",
        "actual_family": "code",
        "claimed_extension": ".md",
        "confidence_score": 0.9649904370307922,
        "semantic_facts": {
          "evidence_kind": "file_magic",
          "context_kind": "binary",
          "signals": [
            {
              "rule_id": "FILE_MAGIC_MISMATCH",
              "kind": "file_magic_mismatch",
              "file_path": "references/lark-shared-identity-and-permissions.md",
              "value_class": "binary"
            }
          ]
        },
        "aitech": "AITech-9.2",
        "aitech_name": "Detection Evasion",
        "aisubtech": "AISubtech-9.2.1",
        "aisubtech_name": "Obfuscation Vulnerabilities",
        "aitech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "MITRE ATLAS: AML.T0107: Exploitation for Defense Evasion",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "aisubtech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "framework_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "taxonomy_status": "mapped",
        "taxonomy_source": "rule"
      }
    },
    {
      "id": "FILE_MAGIC_MISMATCH_7b8f206f03",
      "rule_id": "FILE_MAGIC_MISMATCH",
      "category": "obfuscation",
      "severity": "LOW",
      "title": "File extension does not match actual content type",
      "description": "Markdown file 'lark-shared-output-contract.md' reads mostly as HTML document (html). Markdown commonly embeds code, so this is reported for visibility rather than as obfuscation.",
      "file_path": "references/lark-shared-output-contract.md",
      "line_number": null,
      "snippet": null,
      "remediation": "Rename the file to match its actual content type, or remove it if it appears malicious.",
      "analyzer": "static",
      "metadata": {
        "actual_type": "code/html",
        "actual_family": "code",
        "claimed_extension": ".md",
        "confidence_score": 0.9649904370307922,
        "semantic_facts": {
          "evidence_kind": "file_magic",
          "context_kind": "binary",
          "signals": [
            {
              "rule_id": "FILE_MAGIC_MISMATCH",
              "kind": "file_magic_mismatch",
              "file_path": "references/lark-shared-output-contract.md",
              "value_class": "binary"
            }
          ]
        },
        "aitech": "AITech-9.2",
        "aitech_name": "Detection Evasion",
        "aisubtech": "AISubtech-9.2.1",
        "aisubtech_name": "Obfuscation Vulnerabilities",
        "aitech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "MITRE ATLAS: AML.T0107: Exploitation for Defense Evasion",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "aisubtech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "framework_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "taxonomy_status": "mapped",
        "taxonomy_source": "rule"
      }
    },
    {
      "id": "FILE_MAGIC_MISMATCH_149272d4da",
      "rule_id": "FILE_MAGIC_MISMATCH",
      "category": "obfuscation",
      "severity": "LOW",
      "title": "File extension does not match actual content type",
      "description": "Markdown file 'lark-shared-update-notice.md' reads mostly as HTML document (html). Markdown commonly embeds code, so this is reported for visibility rather than as obfuscation.",
      "file_path": "references/lark-shared-update-notice.md",
      "line_number": null,
      "snippet": null,
      "remediation": "Rename the file to match its actual content type, or remove it if it appears malicious.",
      "analyzer": "static",
      "metadata": {
        "actual_type": "code/html",
        "actual_family": "code",
        "claimed_extension": ".md",
        "confidence_score": 0.9649904370307922,
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          "evidence_kind": "file_magic",
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          "signals": [
            {
              "rule_id": "FILE_MAGIC_MISMATCH",
              "kind": "file_magic_mismatch",
              "file_path": "references/lark-shared-update-notice.md",
              "value_class": "binary"
            }
          ]
        },
        "aitech": "AITech-9.2",
        "aitech_name": "Detection Evasion",
        "aisubtech": "AISubtech-9.2.1",
        "aisubtech_name": "Obfuscation Vulnerabilities",
        "aitech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "MITRE ATLAS: AML.T0107: Exploitation for Defense Evasion",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "aisubtech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "framework_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "taxonomy_status": "mapped",
        "taxonomy_source": "rule"
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    },
    {
      "id": "FILE_MAGIC_MISMATCH_e0a8fc2373",
      "rule_id": "FILE_MAGIC_MISMATCH",
      "category": "obfuscation",
      "severity": "LOW",
      "title": "File extension does not match actual content type",
      "description": "Markdown file 'lark-wiki-token-routing.md' reads mostly as HTML document (html). Markdown commonly embeds code, so this is reported for visibility rather than as obfuscation.",
      "file_path": "references/lark-wiki-token-routing.md",
      "line_number": null,
      "snippet": null,
      "remediation": "Rename the file to match its actual content type, or remove it if it appears malicious.",
      "analyzer": "static",
      "metadata": {
        "actual_type": "code/html",
        "actual_family": "code",
        "claimed_extension": ".md",
        "confidence_score": 0.9649904370307922,
        "semantic_facts": {
          "evidence_kind": "file_magic",
          "context_kind": "binary",
          "signals": [
            {
              "rule_id": "FILE_MAGIC_MISMATCH",
              "kind": "file_magic_mismatch",
              "file_path": "references/lark-wiki-token-routing.md",
              "value_class": "binary"
            }
          ]
        },
        "aitech": "AITech-9.2",
        "aitech_name": "Detection Evasion",
        "aisubtech": "AISubtech-9.2.1",
        "aisubtech_name": "Obfuscation Vulnerabilities",
        "aitech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "MITRE ATLAS: AML.T0107: Exploitation for Defense Evasion",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "aisubtech_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "framework_mappings": [
          "OWASP: LLM09:2026: Vector and Embedding Weaknesses",
          "OWASP: ASI04: Agentic Supply Chain Vulnerabilities",
          "MITRE ATLAS: AML.T0074: Masquerading",
          "MITRE ATLAS: AML.T0068: LLM Prompt Obfuscation",
          "NIST AML: N/A",
          "Cisco AI MDL Code: MDL-001",
          "Cisco AI MDL Code: MDL-003",
          "Cisco AI MDL Code: MDL-009",
          "Cisco AI MDL Code: MDL-011",
          "Cisco AI MDL Code: MDL-016",
          "Cisco AI MDL Code: MDL-017",
          "Cisco AI MDL Code: MDL-019"
        ],
        "taxonomy_status": "mapped",
        "taxonomy_source": "rule"
      }
    }
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    "behavioral_analyzer",
    "trigger_analyzer"
  ],
  "timestamp": "2026-10-22T04:36:13.632858+00:00",
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    "policy_version": "1.0",
    "policy_preset_base": "balanced",
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      "runtime": "cel-go",
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      "evaluated": 0,
      "retained": 10,
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      "projection_incomplete": 0,
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      "errors": [],
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    },
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      "checked": 10,
      "invalid_findings": 0,
      "errors": []
    },
    "loader": {
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      "fallback_mode": "bounded_inert_raw_body",
      "strict_error_type": "SkillLoadError",
      "strict_error_code": "MISSING_REQUIRED_MANIFEST_FIELD",
      "manifest_complete": false,
      "capability_facts_trusted": false,
      "projection_complete": false,
      "projection_error_code": "MANIFEST_METADATA_INCOMPLETE"
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    "taxonomy": {
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      "version": "2.0.0",
      "name": "Cisco AI Security and Safety Taxonomy",
      "revision": "655a343ac943a51b6f61f86e47156e7752c15dc6",
      "snapshot_sha256": "413e8ce9081e6d91b78aaa0d0b1c06cdc15d0406ad319e23e9f9f4f80735c441",
      "findings": {
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        "not_applicable": 2,
        "unmapped": 0
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  "analyzers_failed": [
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      "analyzer": "skill_loader",
      "error": "SkillLoadError:MISSING_REQUIRED_MANIFEST_FIELD"
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  "scanner_version": "2.3.1",
  "source": "open.feishu.cn",
  "repo_url": "https://open.feishu.cn/.well-known/skills/index.json"
}