A specialized skill providing cross-group message search, activity summarization, and event logging for Feishu-integrated OpenClaw agents.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install feishu-memory-recall
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install feishu-memory-recall using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Feishu Memory Recall?
Feishu Memory Recall is an advanced module designed to break down information silos in Feishu environments. By enabling Openclaw Skills to access and synthesize data across multiple group chats and direct messages, it transforms isolated interactions into a unified organizational memory. This skill allows agents to maintain cross-session awareness, ensuring that insights from one group are available to inform decisions in another.
It serves as the primary mechanism for fetching message histories, generating activity digests, and maintaining a chronological event log. Whether you need to track user activities or search for specific technical keywords across all channels, this skill provides the necessary bridge for comprehensive communication management within your AI workflow.
Feishu Memory Recall Use Cases
- Tracking a specific user's contributions across multiple Feishu departments or project groups.
- Generating high-level summaries of daily activities across all tracked communication channels.
- Archiving critical cross-session events into persistent daily logs for future reference.
- Searching for technical error codes or specific keywords through entire chat histories.
- Synchronizing group chat memberships automatically from existing gateway sessions.
How Feishu Memory Recall Works
- Discovery: The skill executes the sync-groups command to read gateway session data and identify all connected Feishu groups.
- Retrieval: When a search, recall, or digest command is issued, the skill interacts with the Feishu API to fetch message threads within specified timeframes.
- Processing: The retrieved data is filtered by keyword or user ID to extract relevant context and remove noise.
- Persistence: The log-event command captures significant occurrences, appending them to a rolling 24-hour feed and a permanent daily markdown log.
Feishu Memory Recall Setup
First, ensure your Feishu credentials are configured in your .env file:
FEISHU_APP_ID=cli_xxxxx
FEISHU_APP_SECRET=xxxxx
Next, synchronize your existing Feishu groups and initialize the tracking database using these Openclaw Skills commands:
# Auto-discover groups from gateway sessions
node skills/feishu-memory-recall/index.js sync-groups
# Verify your tracked groups list
node skills/feishu-memory-recall/index.js list-groups
Feishu Memory Recall Data Schema & Taxonomy
The skill maintains state and logs using JSON and Markdown files to ensure portability and human-readability within the Openclaw Skills ecosystem:
| File | Purpose |
|---|---|
memory/active_groups.json |
Stores the list of tracked group IDs and metadata. |
RECENT_EVENTS.md |
A rolling 24-hour feed of significant cross-session events. |
memory/YYYY-MM-DD.md |
Permanent daily logs for historical archival and auditing. |
sessions/sessions.json |
External dependency used for initial group discovery. |
Feishu Memory Recall Advanced Features
- Automated discovery of Feishu groups from existing gateway session metadata.
- Flexible time-window filtering for message retrieval using the --hours flag.
- Dual-destination logging supporting both short-term rolling feeds and long-term archival.
- Cross-session event sharing to maintain context across different agent instances.
- Deep search capabilities filtering by both keyword patterns and unique user IDs.
SKILL.md
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