AI & LLM
Political Strategic Brain
A composite, compounding political intelligence wiki — a persistent, interconnected knowledge base that grows richer with each processed source.
Overview
The Composite Strategic Brain is a political intelligence system that accumulates, synthesizes, and maintains strategic knowledge in a composite manner. It is not a static database or a RAG system that rediscovers information from scratch with each query—it is a persistent, interconnected wiki that grows richer with each processed source.
The Problem It Solves
Traditional political consulting suffers from institutional amnesia: insights are lost after every meeting, surveys are filed away without any connection to strategy, segment profiles are written once and never updated, and contradictions between messages accumulate undetected. The Strategic Brain eliminates this problem because the LLM automatically performs the maintenance work that no human team can sustain: updating cross-references, detecting contradictions, and maintaining the consistency of the core message across all documents.
How it Works
Each new source doesn’t add an isolated document — it updates and strengthens the entire existing network.
NEW SOURCE — survey, speech, news, social listening
Stage 01
Composite Intake
Each source touches 5–15 pages of the wiki: segments, triggers, SWOT analysis, scripts, positioning, etc.
Stage 02
Interconnected Wiki
~30 pages of Markdown with YAML front matter and cross-references.
Stage 03
Strategic Consulting
Briefings, speeches, crisis responses, segment simulations.
“Knowledge builds, it doesn’t accumulate.”
Three-Layer Architecture
/raw/
Immutable Layer
Primary sources that the LLM reads but never modifies — polls, speeches, news, rival profiles, etc. Each file is the original truth, not an interpretation.
/wiki/
Intelligence Layer
Property of the LLM. Automatically created, updated, and maintained. Each intake touches 5–15 interconnected pages containing summaries, analyses, strategies, profiles, and scripts.
AGENTS.md
Governing Layer
The brain: defines how the LLM operates, what rules to follow, which theories to apply, which conventions to respect. The STRATEGY_SCHEMA that turns a generic LLM into a Lead Campaign Strategist.