echology-io/decompose
The missing cognitive primitive for AI agents. Decompose any text into classified semantic units — authority, risk, attention, entities. No LLM. Deterministic.
This tool helps project managers, legal professionals, and operations engineers quickly understand dense documents like contracts, specifications, or regulations. It takes any text document and breaks it down into individual, classified units, highlighting key information like mandatory requirements, potential risks, and important entities like standards. The output is a structured breakdown that allows end-users to focus on critical sections and make informed decisions faster.
Use this if you need to rapidly extract and categorize critical information from complex text documents without relying on subjective or costly AI language models.
Not ideal if you need creative text generation, deep conversational understanding, or analysis that requires reasoning beyond structured classification.
Stars
9
Forks
2
Language
Python
License
MIT
Category
Last pushed
Mar 12, 2026
Commits (30d)
0
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