An advanced intelligence pipeline that synthesizes raw multi-source data into authoritative, high-density geopolitical briefings.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install intel-synthesis
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 intel-synthesis 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 Intel Synthesis?
Intel Synthesis is a sophisticated processing engine designed for high-context AI models like Gemini 1.5 Pro. It automates the ingestion of raw intel dumps, performing complex tasks like cross-verification, temporal filtering, and conflict analysis to produce seamless narratives.
This Openclaw Skills implementation moves beyond simple summarization by acting as a Chief Editor, ensuring every briefing is strategically significant and free from historical noise. By leveraging single-shot chain of thought processing, the skill maintains narrative coherence across thousands of data points to deliver professional-grade intelligence products.
Intel Synthesis Use Cases
- Daily geopolitical intelligence monitoring and reporting for decision-makers.
- Automated cross-verification of multi-source news data to identify discrepancies.
- Generating professional, typeset PDF briefings from raw digital intel dumps.
- Identifying updates and new developments in ongoing regional conflicts while filtering out historical redundancy.
How Intel Synthesis Works
- Ingests raw JSON data from a target directory and validates completeness via a MANIFEST.json file.
- Applies a smart temporal filter to focus strictly on events within the last 12-18 hours, discarding historical noise.
- Performs a single-shot chain of thought analysis, comparing new data against previous briefings in the persistence layer for deduplication.
- Conducts entity extraction and timeline reconstruction to resolve chronological discrepancies between sources.
- Synthesizes a high-density narrative using professional LaTeX templates to ensure authoritative tone and strategic depth.
- Runs a Red Team self-critique cycle to replace vague terminology with specific, actionable intelligence.
- Generates localized PDF documents via XeLaTeX and dispatches them via the himalaya email client.
Intel Synthesis Setup
To utilize this skill within the Openclaw Skills ecosystem, ensure you have MacTeX and the himalaya CLI installed.
# Install MacTeX for PDF generation
brew install --cask mactex-no-gui
# Run the intel-synthesis skill against a data directory
openclaw run intel-synthesis --dir /path/to/intel/dump
Intel Synthesis Data Schema & Taxonomy
The skill organizes intelligence using a structured taxonomy to ensure persistence and clarity:
| File Component | Description | Purpose |
|---|---|---|
| MANIFEST.json | Ingestion manifest | Validates data integrity before processing |
| *.json | Content files | Raw multi-source intelligence data |
| [YYYY-MM-DD]_briefing_EN.md | Persistence layer | Used for deduplication and update tracking |
| sf.tex | LaTeX Template | Professional typesetting structure |
| [Date]_briefing_AR.pdf | Output | Final Arabic language intelligence briefing |
Intel Synthesis Advanced Features
- Persistence checking against historical reports to ensure only new or updated information is reported.
- Multi-language synthesis support (English and Arabic) with full RTL and Unicode font integration.
- Automated Red Team cycle that critiques drafts for generic language and ensures high-density technical detail.
- Direct integration with the TeX binary path for professional PDF typesetting using XeLaTeX.
- Dynamic theater prioritization focusing on specific regions like Lebanon, Syria, Palestine, and Israel.
SKILL.md
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