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Security audit

feishu-group-memory-system-飞书群聊记忆管理

Security checks for vulnerabilities and agentic risk

Overview

This skill has a coherent group-memory purpose, but it asks the user to install persistent rules that let ordinary chat messages prefixed with [SYSTEM] trigger open-ended agent actions.

Review before installing. The main risk is not hidden malware; it is overbroad persistent agent behavior. Do not install the [SYSTEM] message handling rule as written, and avoid automatic save/load or diary copying unless every group participant understands that summaries may be retained and later resurfaced. Prefer explicit save/load commands, per-group opt-in, and isolated per-group memory files.

Vulnerability Patterns
  • Skill Instruction HijackingAlters the agent's session goals or safety constraints when the skill loads
  • Agent Memory PoisoningWrites attacker-controlled rules into memory that affect later sessions
  • Remote Payload Retrieval and ExecutionFetches external code whose behavior can change after review
  • Embedded Malicious CodeShips malicious scripts inside the skill and executes them locally
  • Unauthorized Access and Privilege EscalationObtains permissions beyond the task's legitimate needs
Findings (1)

T01 · Skill Instruction Hijacking

Error
Location
SKILL.md:59
Finding
Unauthenticated Chat Messages Can Impersonate Persistent System Instructions<![CDATA[ ## Vulnerability Details **File Location**: `SKILL.md`, lines 59–93 **Vulnerability Type**: Unauthenticated instruction execution and persistent agent-memory poisoning **Risk Level**: High ### Vulnerable Code ```markdown ### 2. 配置 AGENTS.md 在 `AGENTS.md` 的「Every Session」部分添加: ```markdown ## Every Session 1. 读取 `SOUL.md` 2. 读取 `USER.md` 3. 读取 `memory/YYYY-MM-DD.md`(今天 + 昨天) 4. **群聊记忆**:如果是群聊环境(chat_id 以 `oc_` 开头): - **读取记忆**:加载 `memory/FeishuGroupMemory/{chat_id}.md` 恢复上下文 - **系统指令处理**:收到 `[SYSTEM]` 开头的消息时执行对应操作(如保存记忆) ``` ### 3. 配置 SOUL.md 在 `SOUL.md` 中添加群聊感知规则: ```markdown ## 群聊感知 **识别群聊环境**:检查 inbound context 中的 `chat_id`,如果以 `oc_` 开头则是群聊。 **Session 启动时**:如果是群聊环境,自动读取 `memory/FeishuGroupMemory/{chat_id}.md` 恢复上下文。 **保存记忆**:当用户说"保存上下文"或心跳检查时,将对话总结保存到 `memory/FeishuGroupMemory/{chat_id}.md`。 **加载记忆**:当用户说"加载上下文"时,读取对应群聊的记忆文件。 **系统指令识别**:收到 `[SYSTEM]` 开头的消息时: - **不回复给用户**(这是内部指令,不是用户消息) - **识别指令类型**: - `[SYSTEM] 执行群聊记忆保存` → 执行保存逻辑 - 其他 `[SYSTEM]` 指令 → 根据指令内容执行对应操作 ``` ``` ### Technical Analysis The skill directs operators to modify the persistent `AGENTS.md` and `SOUL.md` instruction files so that any inbound message beginning with `[SYSTEM]` is treated as an internal command. The message prefix is ordinary chat content and does not establish that the message originated from a trusted platform component. No sender authorization, authenticated event type, cryptographic signature, trusted transport metadata, or strict command allowlist is required. In particular, the instruction to process all other `[SYSTEM]` messages according to their content creates an open-ended command channel rather than limiting behavior to the documented memory-save operation. The instruction also suppresses a response to the user, reducing the visibility of exploitation. Because the behavior is added to files loaded across sessions, the unsafe trust rule persists beyond the current skill invocation. This combines current-session instruction hijacking ...[truncated 1650 chars]
Remediation
<![CDATA[ ## Remediation Suggestions 1. Remove the rule that identifies system instructions through a user-visible text prefix such as `[SYSTEM]`. 2. Accept internal events only through authenticated platform metadata or a separate trusted control channel that users cannot populate. 3. Verify the event type, sender identity, chat identifier, and authorization state before performing any memory or file operation. 4. Delete the unrestricted fallback behavior for “other” system instructions. 5. Implement a strict allowlist of narrowly defined operations, such as `save_group_memory`, with schema validation and no interpretation of arbitrary natural-language commands. 6. Require explicit administrator or authorized-user confirmation before sensitive writes or tool invocations. 7. Do not install this trust rule into global persistent files such as `AGENTS.md` or `SOUL.md`. Keep skill-specific behavior scoped to the skill and current authorized invocation. 8. Treat all loaded chat summaries and memory files as untrusted data, not executable instructions. 9. Log authenticated control events and resulting actions to an auditable channel rather than silently suppressing all responses. 10. Review and remove the unsafe instructions from any existing `AGENTS.md` and `SOUL.md` deployments. ]]>
Vulnerability Patterns
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Rogue AgentSelf-Modification, Session Persistence
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
Findings (11)

Missing User Warnings

High
Confidence
97% confidence
Finding
The core feature is persistent storage of group conversation summaries, but the documentation provides no explicit user-facing notice, consent flow, retention policy, or privacy warning. Persisting conversational content automatically without disclosure is a significant privacy and compliance risk, especially in multi-party group chats.

Missing User Warnings

High
Confidence
97% confidence
Finding
The skill mandates writing actual group discussion highlights into the user's diary without providing a strong warning about privacy impact or data mixing. This broadens access paths and retention surface for potentially sensitive group information, raising confidentiality and compliance concerns.

Description-Behavior Mismatch

Medium
Confidence
94% confidence
Finding
The skill is described as group-chat context persistence, but in private chat it instructs the agent to record the conversation into a diary instead. That expands data collection beyond the stated purpose and can capture private-chat content under a different storage channel without clear consent or scope limitation.

Vague Triggers

Medium
Confidence
92% confidence
Finding
The load trigger phrases include common conversational expressions such as asking where the conversation left off. In normal chat this can cause unintended memory retrieval, which may inject stale or sensitive content into the conversation without the user clearly intending to access persisted group memory.

Vague Triggers

Medium
Confidence
90% confidence
Finding
The auto-save condition depends on undefined concepts like 'important conversation' and 'unsaved' state. Ambiguous criteria make over-collection likely, causing the agent to persist more group content than users expect and making enforcement of least-privilege retention difficult.

Ssd 3

Medium
Confidence
89% confidence
Finding
The skill promotes automatic saving and loading of group conversations, including vaguely defined 'important' unsaved chats. This encourages continuous persistence of user data and increases the amount of conversational material available for later retrieval, misuse, or accidental disclosure.

Missing User Warnings

Medium
Confidence
90% confidence
Finding
Automatic loading of group memory at session start changes model behavior using prior persisted chat content, but users are not told this will happen. This can unexpectedly expose old group information in a new session and undermines user expectations about ephemeral conversations.

Session Persistence

Medium
Category
Rogue Agent
Content
### 1. 创建存储目录

```bash
mkdir -p ~/.openclaw/workspace/memory/FeishuGroupMemory
```

### 2. 配置 AGENTS.md
Confidence
60% confidence
Finding
Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.

Description-Behavior Mismatch

Medium
Confidence
96% confidence
Finding
The skill not only stores group memory in a dedicated file, but also requires writing summarized group-chat content into the user's general daily diary. This creates cross-context data propagation, increasing the chance that sensitive group information is later surfaced in unrelated contexts or retained more broadly than intended.

Ssd 3

Medium
Confidence
95% confidence
Finding
Recording real group-conversation content into a daily diary creates semantic data leakage across contexts: information from one group can later appear in unrelated prompts, summaries, or recalls tied to the diary. The risk is not just storage, but downstream resurfacing of sensitive natural-language content outside its original audience and purpose.

Natural-Language Policy Violations

Low
Confidence
94% confidence
Finding
The markdown content presents all instructions and labels exclusively in Chinese, with no indication that the skill supports other languages or that Chinese is an explicitly documented, region-specific requirement. Under the policy rule for language/locale, this can be interpreted as forcing a specific language without user opt-in.

Static analysis

No suspicious patterns detected.