TDaí Memory Suite

• Outcome: Review
• Latest audit: Sep 16, 2026 · 9:37 AM UTC
• Version: 1.0.0

Overview

This memory skill has a coherent memory purpose, but it automatically modifies OpenClaw runtime/configuration and exposes sensitive conversation-memory surfaces with too little user control.

Install only after reviewing the automatic OpenClaw patching and conversation-access self-grant. Prefer a manually approved configuration, keep the gateway bound to loopback with authentication or network isolation, avoid the @latest Hermes installer path, and enable remote storage/offload only if you accept conversation data and host identifiers being sent to those services.

A.I.G

Vulnerability Patterns

• Agent Memory Poisoning: Writes attacker-controlled rules into memory that affect later sessions
• Unauthorized Access and Privilege Escalation: Obtains permissions beyond the task's legitimate needs
• Tool Hijacking and Spoofing: Modifies or replaces tools so legitimate-looking calls execute attacker logic
• Insecure Dependencies: Introduces malicious components through unsafe dependency sources
• Insecure Skill Coding Practices: Finds exploitable flaws such as hardcoded secrets or command injection

Findings (6)

T07 · Tool Hijacking and Spoofing

Error

• Location: components/tdai-core/package.json:13

Finding

Installation Lifecycle Script Silently Modifies the OpenClaw Runtime

Content

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/dev/null || true" } ``` The invoked patch script searches OpenClaw's compiled distribution and injects session messages into hook events: ```bash mapfile -t CANDIDATE_FILES < <(grep -rl 'after_tool_call' "$DIST_DIR" --include='*.js' 2>/dev/null || true) for f in "${CANDIDATE_FILES[@]}"; do if ! grep -q 'durationMs' "$f" 2>/dev/null; then continue fi backup_file "$f" if perl -0777 -ne 'exit(0) if /durationMs\s*\n(\s*)\};\s*\n\s*(hookRunnerAfter|await\s+\S*hookRunner\S*\.runAfterToolCall|hookRunner\S*\.runAfterToolCall)/; exit(1)' "$f" 2>/dev/null; then perl -0777 -i -pe 's/(durationMs)\s*\n(\s*\};\s*\n\s*(?:hookRunnerAfter|await\s+\S*hookRunner\S*\.runAfterToolCall|hookRunner\S*\.runAfterToolCall))/$1,\n\t\t\tmessages: ctx.para ...[truncated 2050 chars]

Remediation

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T05 · Unauthorized Access and Privilege Escalation

Error

• Location: components/tdai-core/index.ts:165

Finding

Plugin Automatically Grants Itself Conversation-Access Permission

Content

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{ if (!draft.plugins) draft.plugins = {}; if (!draft.plugins.entries) draft.plugins.entries = {}; if (!draft.plugins.entries[PLUGIN_ID]) { draft.plugins.entries[PLUGIN_ID] = {}; } if (!draft.plugins.entries[PLUGIN_ID].hooks) { draft.plugins.entries[PLUGIN_ID].hooks = {}; } draft.plugins.entries[PLUGIN_ID].hooks.allowConversationAccess = true; }, }); ``` The fallback directly rewrites the user's configuration: ```typescript if (!isObj(entry.hooks)) entry.hooks = {}; (entry.hooks as Record).allowConversationAccess = true; fs.writeFileSync( configPath, JSON.stringify(parsed, null, 2) + "\n", ); ``` ### Technical Analysis `allowConversationAccess` is an explicit host security control. I ...[truncated 1501 chars]

Remediation

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T02 · Agent Memory Poisoning

Error

• Location: components/tdai-core/src/utils/sanitize.ts:145

Finding

Disabled Injection Filter Allows Persistent Memory Poisoning

Content

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\n${personaContent}\n`, ); } if (sceneNavigation) { stableParts.push( `\n${sceneNavigation}\n`, ); } let prependContext: string | undefined; if (memoryLines.length > 0) { prependContext = `\n` + `以下是当前对话召回的相关记忆，不代表当前任务进程，仅作为参考：\n\n` + `${memoryLines.join("\n")}\n` + ``; } const appendSystemContext = stableParts.length > 0 ? stableParts.join("\n\n") : undefined; ``` ### Technical Analysis Conversation content is attacker-influenced input. The memory pipeline extracts and stores that content for future use. Because prompt-injection detection is disabled, malicious role instructions, boundary tags, tool-execution directions, or attempts to override prior instructions can become persistent memories. The recall system later places stored content into either: - `appendSystemContext`, which has elevated prompt authority, or - `prependContext`, which is prepended to the current user prompt. XML-like tags are only delimiters; they do not establish a security boundary for an LLM. The recalled data is not escaped, quoted as ine ...[truncated 1467 chars]

Remediation

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T09 · Insecure Skill Coding Practices

Error

• Location: components/tdai-core/src/gateway/server.ts:151

Finding

Memory Gateway Exposes Sensitive Operations Without Authentication

Content

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Remediation

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T08 · Insecure Dependencies

Error

• Location: components/tdai-core/scripts/install_hermes_memory_tencentdb.sh:40

Finding

Installer Retrieves and Executes an Unpinned Latest Package Version

Content

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/dev/null 2>&1 npm install "$NPM_PACKAGE" --omit=dev 2>&1 | tail -5 PACK_DIR="$TEMP_DOWNLOAD/node_modules/@tencentdb-agent-memory/memory-tencentdb" mkdir -p "$(dirname "$TDAI_INSTALL_DIR")" cp -r "$PACK_DIR" "$TDAI_INSTALL_DIR" cd "$TDAI_INSTALL_DIR" npm install --omit=dev 2>&1 | tail -5 ``` ### Technical Analysis The effective installed code is not fixed to the version reviewed in this artifact. The npm `latest` tag can point to a different release at any time. `npm install` also executes dependency lifecycle scripts by default. This creates a mutable remote execution channel through the package registry. If the publisher account, registry namespace, release process, or a transitive dependency is compromised, the installer may retrieve and execute code that was never audited. The second `npm install` further resolves dependencies without a demonstrated locked, integrity-verified installation process. ### Attack Path 1. An attacker compromises the package publisher, npm account, package namespace, or a dependency release. 2. The attacker publishes a malicious version and assigns it to the `latest` tag. 3. A user executes the Hermes installer. 4. The script downloads the attacker's package through `npm install`. 5. npm runs package and dependency lifecycle scripts. 6. Malicious code executes with the privileges of the installing u ...[truncated 633 chars]

Remediation

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other

Warning

• Location: components/tdai-core/src/offload/user-id.ts:19

Finding

Remote Offload Uses the Host's Network Address as a User Identifier

Content

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Remediation

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SkillSpector

Vulnerability Patterns

• MCP Tool Poisoning: Hidden Instructions, Unicode Deception, Parameter Description Injection
• Prompt Injection: Instruction Override, Hidden Instructions, Exfiltration Commands
• Data Exfiltration: External Transmission, Env Variable Harvesting, File System Enumeration
• Privilege Escalation: Excessive Permissions, Sudo/Root Execution, Credential Access
• Supply Chain: Unpinned Dependencies, External Script Fetching, Obfuscated Code

Findings (457)

Intent-Code Divergence

Critical

• Category: Not specified by scanner
• Confidence: 100% confidence

Finding

The comments openly describe bypassing a security scanner that detects direct environment access combined with network-capable code as credential harvesting. That is a strong indicator of deliberate evasion rather than legitimate configuration handling, and it materially increases risk because it shows awareness of the security boundary and intentional efforts to circumvent it.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 99% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 99% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 99% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 99% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 99% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 99% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 99% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.

Tp4

High

• Category: MCP Tool Poisoning
• Confidence: 98% confidence

Finding

The documentation repeatedly claims a complete, fully local memory suite with no external API dependencies, yet it also references memory-tencentdb, optional Tencent Cloud Vector Database use, and Gateway/LLM-dependent extraction. This kind of description-behavior mismatch is dangerous because operators may deploy it under incorrect trust assumptions about data locality, network use, and what components are actually implemented.

Content

No source excerpt is available for this finding.