An automated research paper management system that integrates Feishu bots with OpenClaw to ingest, summarize, and categorize academic documents.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install feishu-paper-manager
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-paper-manager 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 OpenClaw Paper Manager?
The Feishu OpenClaw Paper Manager is a sophisticated skill designed to bridge the gap between team communication and knowledge management. By utilizing this skill, developers can implement a workflow that automatically captures papers from Feishu messages, stores them in cloud-docs, and maintains a highly organized multi-dimensional table. This solution is a core part of the Openclaw Skills ecosystem, offering research teams a way to maintain a clean, deduplicated, and searchable database of technical literature without manual overhead.
At its heart, the skill focuses on maintaining high data quality through automated summarization and a unique taxonomy iteration loop. It ensures that every PDF or link shared in a workspace is transformed into a structured asset, complete with metadata that evolves alongside your library's growth.
Feishu OpenClaw Paper Manager Use Cases
- Automating the ingestion of arXiv and OpenReview links directly from team chat.
- Creating a centralized repository for research papers with automated one-line summaries.
- Maintaining a clean tag taxonomy that self-corrects and improves every 50 entries.
- Preventing duplicate storage of technical documents shared across multiple channels.
How Feishu OpenClaw Paper Manager Works
- The Feishu bot listens for message events containing PDF attachments or academic URLs.
- OpenClaw validates and normalizes the payload into a single canonical paper record.
- The system performs a deduplication check using DOI, arXiv IDs, or title fingerprints.
- PDFs or link-index docs are uploaded to a designated Feishu cloud-docs paper folder.
- AI-driven enrichment generates one-line summaries and multi-dimensional tags (topic, method, task, domain).
- The metadata is written to a Feishu multi-dimensional table with multi-select fields for easy filtering.
- Every 50 records, a taxonomy review pass is triggered to merge synonyms and refine the label system.
Feishu OpenClaw Paper Manager Setup
To get started with this skill, you must configure a Feishu bot and connect it to your OpenClaw instance. Ensure the bot has permissions for message reading and cloud-docs writing.
# Initialize the skill within your agent environment
openclaw install feishu-openclaw-paper-manager
# Configure the required environment variables
export FEISHU_BOT_ID="your_bot_id"
export FEISHU_APP_SECRET="your_app_secret"
Refer to the internal reference files for the specific table schema required for Openclaw Skills to ensure seamless data synchronization.
Feishu OpenClaw Paper Manager Data Schema & Taxonomy
The skill organizes metadata into a Feishu multi-dimensional table with the following key structure:
| Field Name | Type | Purpose |
|---|---|---|
| paper_id | String | Stable unique identifier for deduplication. |
| doc_link | Link | Pointer to the asset in Feishu cloud-docs. |
| tags_topic | Multi-select | Broad themes like llm, agent, or reasoning. |
| tags_method | Multi-select | Technical mechanisms like rag or moe. |
| status | Single-select | Tracking lifecycle (new, classified, reviewed). |
| summary_one_line | Text | Scan-friendly 10-second summary. |
Feishu OpenClaw Paper Manager Advanced Features
- Intelligent deduplication priority ranking (DOI > arXiv ID > Title).
- Automated taxonomy iteration loop for periodic label refinement and backfilling.
- Idempotent write logic to handle webhook retries safely.
- Multi-dimensional tagging policy to enforce reusable and searchable labels.
- Deterministic file naming conventions for cloud storage organization.
SKILL.md
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