High Risk
Hybrid search memory system for AI agents. Manual search and storage - auto-capture is opt-in only.
H:4 D:0 A:0 C:1
⚠️ Hazard Flags
EXEC PRIVILEGED PERSISTENCE FS_DELETE NET_EGRESS_ANY PI_WEB PI_DOCUMENTS
📋 Capabilities
Execution
- ✅ Shell execution
- ❌ Code execution
- ❌ Install dependencies
- ✅ Persistence
- Privilege: admin
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
Pipe-to-shell pattern detected (curl|bash) in: README.md critical
Mitigation: Do not execute. Review source for malicious intent.
Prompt injection patterns detected in: README.md high
Mitigation: Review SKILL.md for hidden instructions. Do not use with untrusted input.
Unauthorized tool use: MCP_SYS_CRITICAL_ACCESS, INSTRUCTED_BINARY_INSTALL, MCP_SYS_FILE_DESTRUCTION critical
Mitigation: Avoid accessing system directories unless absolutely necessary.
Command injection risk: TIRITH_DOTFILE_OVERWRITE, COMMAND_INJECTION_USER_INPUT, MCP_CMD_DANGEROUS_SYSTEM critical
Social engineering indicators: SOCIAL_ENG_VAGUE_DESCRIPTION low
Mitigation: Provide clear, detailed description of skill functionality
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:chaos-memory:0.1.3",
"ssds_version": "0.2.0",
"scanner_version": "0.4.0+fe6fd9123d50",
"created_at": "2026-03-05T11:10:14.867Z",
"created_by": {
"agent": "safeagentskills-cli/generate-ssds"
},
"language": "en",
"notes": "Auto-generated SSDS. Manual review recommended."
},
"skill": {
"name": "Chaos Mind",
"version": "0.1.3",
"format": "agent_skill",
"description": "Hybrid search memory system for AI agents. Manual search and storage - auto-capture is opt-in only.",
"publisher": "ClawHub",
"source": {
"channel": "clawhub",
"slug": "chaos-mind",
"owner": "hargabyte",
"downloads": 1401,
"stars": 2
},
"artifact": {
"sha256": "25c7346a47676a07c40f22b528b5fff3522643ad877387716059d74edefc560c",
"hash_method": "files_sorted"
}
},
"capabilities": {
"execution": {
"can_exec_shell": true,
"can_exec_code": false,
"privilege_level": "admin",
"can_install_deps": false,
"can_persist": true
},
"filesystem": {
"reads_workspace": false,
"reads_user_home": false,
"reads_system": false,
"writes_workspace": false,
"writes_user_home": false,
"writes_system": false,
"can_delete": true
},
"network": {
"egress": "any",
"ingress": false
},
"credentials": {
"reads_env_vars": false,
"reads_credential_files": false,
"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",
"documents"
],
"content_types": [
"general"
]
},
"hazards": {
"hdac": {
"H": 4,
"D": 0,
"A": 0,
"C": 1
},
"flags": [
"EXEC",
"PRIVILEGED",
"PERSISTENCE",
"FS_DELETE",
"NET_EGRESS_ANY",
"PI_WEB",
"PI_DOCUMENTS"
],
"custom_flags": [
{
"code": "PIPE_TO_SHELL",
"name": "Pipe to Shell",
"description": "Downloads and executes remote code (curl|bash pattern) in: README.md"
},
{
"code": "PROMPT_INJECTION",
"name": "Prompt Injection Risk",
"description": "Contains prompt injection patterns in: README.md"
},
{
"code": "PERSISTENCE",
"name": "Persistence Mechanism",
"description": "Creates scheduled tasks or startup entries in: scripts/setup-service.sh, install.sh"
},
{
"code": "PRIVILEGE_ESCALATION",
"name": "Privilege Escalation",
"description": "Uses elevated privileges (sudo/root) in: scripts/setup-service.sh"
},
{
"code": "FILE_DELETE",
"name": "File Deletion",
"description": "Can delete files in: install.sh"
},
{
"code": "TOOL_ABUSE",
"name": "Unauthorized Tool Use",
"description": "MCP_SYS_CRITICAL_ACCESS, INSTRUCTED_BINARY_INSTALL, MCP_SYS_FILE_DESTRUCTION: Access to critical system directories"
},
{
"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": "TIRITH_DOTFILE_OVERWRITE, COMMAND_INJECTION_USER_INPUT, MCP_CMD_DANGEROUS_SYSTEM: Redirecting output to home directory dotfiles (shell config, SSH keys, etc.)"
}
],
"confidence": {
"level": "medium",
"basis": [
"static_analysis"
],
"notes": "Detected 8 security patterns (12 vendored rule hits). Review recommended."
},
"rationale": {
"H": "H4: Critical: Privilege escalation or malware detected",
"D": "D0: No sensitive data access",
"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": "Pipe-to-shell pattern detected (curl|bash) in: README.md",
"severity": "critical",
"mitigation": "Do not execute. Review source for malicious intent."
},
{
"risk": "Prompt injection patterns detected in: README.md",
"severity": "high",
"mitigation": "Review SKILL.md for hidden instructions. Do not use with untrusted input."
},
{
"risk": "Unauthorized tool use: MCP_SYS_CRITICAL_ACCESS, INSTRUCTED_BINARY_INSTALL, MCP_SYS_FILE_DESTRUCTION",
"severity": "critical",
"mitigation": "Avoid accessing system directories unless absolutely necessary."
},
{
"risk": "Command injection risk: TIRITH_DOTFILE_OVERWRITE, COMMAND_INJECTION_USER_INPUT, MCP_CMD_DANGEROUS_SYSTEM",
"severity": "critical"
},
{
"risk": "Social engineering indicators: SOCIAL_ENG_VAGUE_DESCRIPTION",
"severity": "low",
"mitigation": "Provide clear, detailed description of skill functionality"
}
],
"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-service.sh",
"file_path": "scripts/setup-service.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": "install.sh",
"file_path": "install.sh"
},
{
"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": "MCP_SYS_CRITICAL_ACCESS [HIGH] scripts/setup-service.sh:1: #!/bin/bash",
"file_path": "scripts/setup-service.sh"
},
{
"evidence_id": "EV:cisco-3",
"type": "file_excerpt",
"title": "MCP_SCRIPT_ANSI_DECEPTION [HIGH] scripts/setup-service.sh:11: GREEN='\\033[0;32m'",
"file_path": "scripts/setup-service.sh"
},
{
"evidence_id": "EV:cisco-4",
"type": "file_excerpt",
"title": "TIRITH_ANSI_ESCAPE_IN_STRING [HIGH] scripts/setup-service.sh:11: GREEN='\\033[0;32m'",
"file_path": "scripts/setup-service.sh"
},
{
"evidence_id": "EV:cisco-5",
"type": "file_excerpt",
"title": "INSTRUCTED_BINARY_INSTALL [HIGH] README.md:60: curl -fsSL https://raw.githubusercontent.com/hargabyte/Chaos-mind/main/install.s",
"file_path": "README.md"
},
{
"evidence_id": "EV:cisco-6",
"type": "file_excerpt",
"title": "TIRITH_DOTFILE_OVERWRITE [HIGH] README.md:187: nohup chaos-consolidator --auto-capture > ~/.chaos/consolidator.log 2>&1 &",
"file_path": "README.md"
},
{
"evidence_id": "EV:cisco-7",
"type": "file_excerpt",
"title": "COMMAND_INJECTION_USER_INPUT [MEDIUM] install.sh:147: QUERY=$(sanitize_sql \"$1\")",
"file_path": "install.sh"
},
{
"evidence_id": "EV:cisco-8",
"type": "file_excerpt",
"title": "MCP_CMD_DANGEROUS_SYSTEM [CRITICAL] install.sh:111: go build -o \"$CHAOS_HOME/bin/chaos-mcp\" ./cmd/chaos/",
"file_path": "install.sh"
},
{
"evidence_id": "EV:cisco-9",
"type": "file_excerpt",
"title": "MCP_SYS_FILE_DESTRUCTION [CRITICAL] install.sh:113: rm -rf \"$TEMP_DIR\"",
"file_path": "install.sh"
},
{
"evidence_id": "EV:cisco-10",
"type": "file_excerpt",
"title": "MCP_SYS_CRITICAL_ACCESS [HIGH] install.sh:1: #!/bin/bash",
"file_path": "install.sh"
}
]
}