A strategic pipeline that automatically captures, analyzes, and stores external information into your local knowledge base and system memory.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install openclaw-skill-intelligence-ingestion
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 openclaw-skill-intelligence-ingestion 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 Intelligence Ingestion?
The Intelligence Ingestion skill is a high-performance workflow designed for Openclaw Skills to transform passive information consumption into active technical intelligence. When a user shares a URL, tweet, or article, the agent bypasses the need for manual data entry by executing a multi-stage pipeline: extraction, classification, strategic assessment, and storage. This ensures that every external resource is evaluated against current engineering bottlenecks and historical project context.
By integrating deeply with local file structures and memory systems, this skill provides a seamless bridge between web-based discovery and actionable development. It is specifically optimized for developers and strategists who use Openclaw Skills to maintain a competitive edge by systematically mapping new tools, protocols, and industry shifts directly into their architectural stack.
Intelligence Ingestion Use Cases
- Automatically converting technical articles or documentation URLs into structured Obsidian notes.
- Assessing the strategic value of new AI models or protocols relative to current project bottlenecks.
- Capturing and summarizing threads from social media platforms for long-term knowledge retention.
- Maintaining a persistent daily log of intelligence gathered during research sessions.
- Evaluating the impact of security threats or API changes on existing software architecture.
How Intelligence Ingestion Works
- Extraction: The skill identifies a URL or text input and retrieves the full content using web reading capabilities.
- Classification: It assigns a primary category such as infra, strategy, or product along with secondary tags.
- Strategic Assessment: The agent evaluates the information's utility, competitive edge, and relevance to the active engineering bottleneck.
- Architectural Mapping: Insights are cross-referenced with the existing OpenClaw identity stack and toolset.
- Structured Storage: A markdown note is generated in a specific Obsidian directory using a standardized template.
- Memory Synchronization: The skill appends the entry to daily logs and updates core memory files if the strategic value is critical.
- Response Generation: The user receives a concise summary of the ingestion, including the file location and recommended action items.
Intelligence Ingestion Setup
To enable Intelligence Ingestion within Openclaw Skills, ensure your workspace is configured to access your local knowledge base and memory directories.
# Verify your Obsidian intelligence directory exists
mkdir -p "/Volumes/T7 Shield/Obsidian_Vault/20_Intelligence/"
# Ensure the daily memory log path is accessible
mkdir -p ~/.openclaw/workspace/memory/
The skill triggers automatically upon receipt of a URL or analysis request, requiring no further manual intervention.
Intelligence Ingestion Data Schema & Taxonomy
This skill utilizes a rigorous metadata taxonomy to ensure all ingested data remains searchable and relevant within Openclaw Skills.
| Attribute | Description | Format |
|---|---|---|
| File Naming | Standardized time-stamped filenames | YYYYMMDD_Author_Title.md |
| Strategic Value | Visual priority indicator | Critical, High, Medium, Low |
| Category | Functional classification | Enum (infra, skill, theory, etc.) |
| Relationship | Linkage to existing stack | Mapping to AGENTS.md or TOOLS.md |
| Keke's Note | Direct, opinionated analysis | String (Custom Voice) |
Intelligence Ingestion Advanced Features
- Bottleneck-Aware Analysis: Automatically filters and highlights information that solves current engineering challenges identified in MEMORY.md.
- Automated Multi-Source Processing: Can handle multiple URLs in a single interaction, generating separate intelligence records for each.
- Strategic Memory Promotion: Automatically flags high-value insights to trigger updates in core principle and tool documentation.
- Cross-Platform Ingestion: Supports content forwarded from messaging services like Telegram or technical threads from X/Twitter.
- Local Knowledge Sync: Seamlessly integrates with Obsidian vaults to maintain a local-first, privacy-conscious intelligence database.
SKILL.md
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