echology-io/decompose

v0.1.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 5mo AI Agents & Assistants

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✓ No known CVEs patched

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✓ No known CVEs patched in this version

Topics

ai-agents classification deterministic document-intelligence mcp nlp

+2 more

preprocessing regex

Summary

AI summary

Updates Performance, Links, and https://pypi.org/project/decompose-mcp/ across a mixed release.

Full changelog

Decompose v0.1.0

The missing cognitive primitive for AI agents. Decompose any text into classified, structured semantic units — instantly. No LLM. No setup. One function call.

Features

Authority classification — mandatory, prohibitive, directive, permissive, conditional, informational (RFC 2119)
Risk scoring — safety_critical, security, compliance, financial, contractual, advisory, informational
Attention scoring — 0.0-10.0 priority score (authority weight × risk multiplier)
Entity extraction — ASTM, ASCE, IBC, OSHA, ACI, AISC, AWS, ISO, EN standards and codes
Irreducibility detection — flags content that must be preserved verbatim
Financial extraction — dollar amounts, percentages, retainage, liquidated damages
Date extraction — deadlines, milestones, notice periods
MCP server — decompose_text and decompose_url tools for any MCP-compatible agent
CLI — pipe text or pass inline, pretty or compact output
SSRF protection — URL validation with IP blocklist for decompose_url

Performance

~14ms average per document on Apple Silicon
1,000+ chars/ms throughput
Zero API calls, zero cost, works offline
Deterministic — same input always produces same output

Install

pip install decompose-mcp

Links

View diff on GitHub

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About echology-io/decompose

Decompose text into classified semantic units with authority, risk, attention scores, and entity extraction. No LLM. Deterministic. Works as MCP server or CLI.

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