LaunchKit · 2026
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intel-synthesis

Advanced intelligence processing pipeline optimized for high-context models (Gemini 1.5 Pro/Ultra)

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by @mike-thebot

Setup & Installation

openclaw skills install @mike-thebot/intel-synthesis

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install intel-synthesis

What This Skill Does

Ingests multi-source JSON intelligence dumps, performs cross-verification, deduplication, and conflict analysis against the previous cycle's briefing, then produces bilingual English and Arabic geopolitical briefings as PDFs. Targets high-context models to process entire intel collections in a single pass.

Single-pass processing of entire intel dumps in a large-context model reduces hallucination risk compared to chunked summarization pipelines.

When to use it

  • Compiling a morning briefing from overnight news source dumps
  • Deduplicating updates already covered in the previous cycle's report
  • Resolving conflicting casualty figures or attribution across sources
  • Generating Arabic and English PDF briefings for email distribution
  • Tracking 12-18 hour windows of Middle East conflict developments

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Generate today's intelligence briefing from /Volumes/Intel/news/2026-02-13_0500

AGENT
  1. 1Reads MANIFEST.json to validate file completeness and loads all .json content files
  2. 2Applies temporal filter to retain only events within the 12-18 hour operational window
  3. 3Reads the most recent briefing from /Volumes/Intel/NewsBriefs/ and deduplicates already-reported stories
  4. 4Synthesizes a narrative briefing with entity extraction, timeline reconstruction, and conflict resolution, then runs a self-critique pass to replace vague language
  5. 5Compiles .tex files using xelatex and dispatches English and Arabic PDFs via himalaya
OUTPUT

Two PDF briefings (English and Arabic) emailed to configured recipients with subject '[Date] Daily Intelligence Briefing (Mike)'

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

MacTeX installed with xelatex accessible at /Library/TeX/texbin/himalaya CLI configured with a mail accountGemini 1.5 Pro, Claude Opus, or equivalent high-context model access