botbottingbot/Modular_Intelligence

Modular Intelligence

Modular Intelligence is a lightweight reasoning framework built on top of a language model.
It provides Modules (task-specific lenses), Checkers (second-pass reviewers), Contracts (structured output sections), and optional Routing (automatic module selection).

The base model is GPT-2, but the architecture is model-agnostic—any LLM can be plugged in.

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Features

Modules

Task-specific reasoning modes.
Examples:

• Analysis Note – explanation and breakdown of concepts
• Document Explainer – summaries of contracts, policies, articles
• Strategy Memo – Options → Recommendation → Risks → Next Steps
• System Blueprint – workflow / system design
• Brainstorm – structured idea generation
• Message Reply – concise responses for emails, posts, chats

Checkers

A second pass that evaluates:

• correctness
• clarity
• missing pieces
• contradictions

Contracts

Every module produces a fixed output template.
This ensures reproducible structure and reduces variance.

Router

Optional automatic module selection based on prompt classification.

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Usage

Python

from app import run_module

result = run_module(
    module="StrategyMemo",
    prompt="Should we expand operations to Region X next quarter?"
)

print(result)