High Risk
고려대학교 KUPID 포털 조회. 공지사항, 학사일정, 장학공지, 도서관 좌석, 시간표, 수강과목, LMS 연동. (SonAIengine/ku-portal-mcp 기반)
H:4 D:4 A:0 C:1
⚠️ Hazard Flags
EXEC FS_READ_WORKSPACE FS_READ_USER NET_EGRESS_ANY CREDS_ENV CREDS_FILES PI_WEB
📋 Capabilities
Execution
- ✅ Shell execution
- ❌ Code execution
- ❌ Install dependencies
- ❌ Persistence
- Privilege: user
Filesystem
- ✅ Read workspace
- ❌ Write workspace
- ✅ Read home
- ❌ Write home
- ❌ Read system
- ❌ Delete
Network
- Egress: any
- ❌ Ingress
Credentials
- ✅ Environment vars
- ✅ Credential files
- ❌ Browser data
- ❌ Keychain
Actions
❌ send messages❌ post public❌ purchase❌ transfer money❌ deploy❌ delete external
🔒 Containment
Level: maximum
Required:
- SANDBOX_CONTAINER: Code execution capability
Recommended:
- LOG_ACTIONS: Audit trail for all actions
⚡ Risks
Unauthorized tool use: TOOL_ABUSE_SYSTEM_MODIFICATION, MCP_SYS_CRITICAL_ACCESS, INSTRUCTED_BINARY_INSTALL critical
Mitigation: Remove system modification commands
Command injection risk: COMMAND_INJECTION_USER_INPUT, TIRITH_DOTFILE_OVERWRITE high
Mitigation: Validate and sanitize all user inputs before using in commands
Social engineering indicators: SOCIAL_ENG_VAGUE_DESCRIPTION low
Mitigation: Provide clear, detailed description of skill functionality
Data exfiltration patterns: DATA_EXFIL_NETWORK_REQUESTS medium
Mitigation: Ensure network access is necessary and documented
Want a deeper analysis?
This report was generated by static analysis. Get an LLM-powered deep review with behavioral reasoning and attack surface mapping.
🧠 Deep Analysis — $5.00🚨 Incident Response
Kill switch: Stop the agent process
Containment: Review logs for unexpected actions
Recovery: Depends on skill capabilities
📄 Raw SSDS JSON click to expand
{
"meta": {
"document_id": "ssds:auto:ku-portal:0.3.0",
"ssds_version": "0.2.0",
"scanner_version": "0.4.0+fe6fd9123d50",
"created_at": "2026-03-14T13:25:18.646Z",
"created_by": {
"agent": "safeagentskills-cli/generate-ssds"
},
"language": "en",
"notes": "Auto-generated SSDS. Manual review recommended."
},
"skill": {
"name": "KU Portal",
"version": "0.3.0",
"format": "agent_skill",
"description": "고려대학교 KUPID 포털 조회. 공지사항, 학사일정, 장학공지, 도서관 좌석, 시간표, 수강과목, LMS 연동. (SonAIengine/ku-portal-mcp 기반)",
"publisher": "ClawHub",
"source": {
"channel": "clawhub",
"slug": "ku-portal",
"owner": "garibong-labs",
"downloads": 232,
"stars": 0
},
"artifact": {
"sha256": "22e00ba16a192f22df412ea28f8a8c49ccca8698ad44a350e135cf8edc76fa52",
"hash_method": "files_sorted"
}
},
"capabilities": {
"execution": {
"can_exec_shell": true,
"can_exec_code": false,
"privilege_level": "user",
"can_install_deps": false,
"can_persist": false
},
"filesystem": {
"reads_workspace": true,
"reads_user_home": true,
"reads_system": false,
"writes_workspace": false,
"writes_user_home": false,
"writes_system": false,
"can_delete": false
},
"network": {
"egress": "any",
"ingress": false
},
"credentials": {
"reads_env_vars": true,
"reads_credential_files": true,
"reads_browser_data": false,
"reads_keychain": false
},
"services": [],
"actions": {
"can_send_messages": false,
"can_post_public": false,
"can_purchase": false,
"can_transfer_money": false,
"can_deploy": false,
"can_delete_external": false
},
"prompt_injection_surfaces": [
"web"
],
"content_types": [
"general"
]
},
"hazards": {
"hdac": {
"H": 4,
"D": 4,
"A": 0,
"C": 1
},
"flags": [
"EXEC",
"FS_READ_WORKSPACE",
"FS_READ_USER",
"NET_EGRESS_ANY",
"CREDS_ENV",
"CREDS_FILES",
"PI_WEB"
],
"custom_flags": [
{
"code": "TOOL_ABUSE",
"name": "Unauthorized Tool Use",
"description": "TOOL_ABUSE_SYSTEM_MODIFICATION, MCP_SYS_CRITICAL_ACCESS, INSTRUCTED_BINARY_INSTALL: Modifying system permissions or configuration"
},
{
"code": "SOCIAL_ENGINEERING",
"name": "Social Engineering Risk",
"description": "SOCIAL_ENG_VAGUE_DESCRIPTION: Skill description is too vague or missing"
},
{
"code": "COMMAND_INJECTION",
"name": "Command Injection Risk",
"description": "COMMAND_INJECTION_USER_INPUT, TIRITH_DOTFILE_OVERWRITE: User input used in command substitution - potential injection risk"
},
{
"code": "DATA_EXFILTRATION",
"name": "Data Exfiltration Risk",
"description": "DATA_EXFIL_NETWORK_REQUESTS: HTTP client library imports that enable external communication"
}
],
"confidence": {
"level": "medium",
"basis": [
"static_analysis"
],
"notes": "Detected 4 security patterns (9 vendored rule hits). Review recommended."
},
"rationale": {
"H": "H4: Critical: Privilege escalation or malware detected",
"D": "D4: Critical: Credential theft or data exfiltration",
"A": "A0: No side effects detected",
"C": "C1: General content"
}
},
"containment": {
"level": "maximum",
"required": [
{
"control": "SANDBOX_CONTAINER",
"reason": "Code execution capability"
}
],
"recommended": [
{
"control": "LOG_ACTIONS",
"reason": "Audit trail for all actions"
}
],
"uncontained_risk": "Risk level depends on manual review of actual capabilities."
},
"risks": {
"risks": [
{
"risk": "Unauthorized tool use: TOOL_ABUSE_SYSTEM_MODIFICATION, MCP_SYS_CRITICAL_ACCESS, INSTRUCTED_BINARY_INSTALL",
"severity": "critical",
"mitigation": "Remove system modification commands"
},
{
"risk": "Command injection risk: COMMAND_INJECTION_USER_INPUT, TIRITH_DOTFILE_OVERWRITE",
"severity": "high",
"mitigation": "Validate and sanitize all user inputs before using in commands"
},
{
"risk": "Social engineering indicators: SOCIAL_ENG_VAGUE_DESCRIPTION",
"severity": "low",
"mitigation": "Provide clear, detailed description of skill functionality"
},
{
"risk": "Data exfiltration patterns: DATA_EXFIL_NETWORK_REQUESTS",
"severity": "medium",
"mitigation": "Ensure network access is necessary and documented"
}
],
"limitations": [
"Static analysis only - runtime behavior not verified"
]
},
"incident_response": {
"kill_switch": [
"Stop the agent process"
],
"containment": [
"Review logs for unexpected actions"
],
"recovery": [
"Depends on skill capabilities"
]
},
"evidence": [
{
"evidence_id": "EV:file-1",
"type": "file_excerpt",
"title": "_meta.json",
"file_path": "_meta.json"
},
{
"evidence_id": "EV:file-2",
"type": "file_excerpt",
"title": "SKILL.md",
"file_path": "SKILL.md"
},
{
"evidence_id": "EV:file-3",
"type": "file_excerpt",
"title": "scripts/setup.sh",
"file_path": "scripts/setup.sh"
},
{
"evidence_id": "EV:file-4",
"type": "file_excerpt",
"title": "README.md",
"file_path": "README.md"
},
{
"evidence_id": "EV:file-5",
"type": "file_excerpt",
"title": "ku_query.py",
"file_path": "ku_query.py"
},
{
"evidence_id": "EV:cisco-1",
"type": "file_excerpt",
"title": "SOCIAL_ENG_VAGUE_DESCRIPTION [LOW] SKILL.md:1: ---",
"file_path": "SKILL.md"
},
{
"evidence_id": "EV:cisco-2",
"type": "file_excerpt",
"title": "COMMAND_INJECTION_USER_INPUT [MEDIUM] scripts/setup.sh:5: SKILL_DIR=\"$(cd \"$(dirname \"$0\")/..\" && pwd)\"",
"file_path": "scripts/setup.sh"
},
{
"evidence_id": "EV:cisco-3",
"type": "file_excerpt",
"title": "TOOL_ABUSE_SYSTEM_MODIFICATION [CRITICAL] scripts/setup.sh:38: echo \" chmod 600 ~/.config/ku-portal/credentials.json\"",
"file_path": "scripts/setup.sh"
},
{
"evidence_id": "EV:cisco-4",
"type": "file_excerpt",
"title": "MCP_SYS_CRITICAL_ACCESS [HIGH] scripts/setup.sh:1: #!/usr/bin/env bash",
"file_path": "scripts/setup.sh"
},
{
"evidence_id": "EV:cisco-5",
"type": "file_excerpt",
"title": "TIRITH_DOTFILE_OVERWRITE [HIGH] scripts/setup.sh:37: echo ' echo '\\''{\"id\": \"학번\", \"pw\": \"비밀번호\"}'\\'' > ~/.config/ku-portal/credential",
"file_path": "scripts/setup.sh"
},
{
"evidence_id": "EV:cisco-6",
"type": "file_excerpt",
"title": "TOOL_ABUSE_SYSTEM_MODIFICATION [CRITICAL] README.md:52: chmod 600 ~/.config/ku-portal/credentials.json",
"file_path": "README.md"
},
{
"evidence_id": "EV:cisco-7",
"type": "file_excerpt",
"title": "INSTRUCTED_BINARY_INSTALL [HIGH] README.md:11: - upstream 패키지 업데이트(`pip install --upgrade ku-portal-mcp`)로 신기능이 반영됨.",
"file_path": "README.md"
},
{
"evidence_id": "EV:cisco-8",
"type": "file_excerpt",
"title": "TIRITH_DOTFILE_OVERWRITE [HIGH] README.md:49: cat > ~/.config/ku-portal/credentials.json << 'EOF'",
"file_path": "README.md"
},
{
"evidence_id": "EV:cisco-9",
"type": "file_excerpt",
"title": "DATA_EXFIL_NETWORK_REQUESTS [MEDIUM] ku_query.py:406: import httpx",
"file_path": "ku_query.py"
}
]
}