decompose-mcp
Decompose any text into classified semantic units — authority, risk, attention, entities.
Setup & Installation
Install command
clawhub install echology-io/decompose-mcpIf the CLI is not installed:
Install command
npx clawhub@latest install echology-io/decompose-mcpOr install with OpenClaw CLI:
Install command
openclaw skills install echology-io/decompose-mcpor paste the repo link into your assistant's chat
Install command
https://github.com/openclaw/skills/tree/main/skills/echology-io/decompose-mcpWhat This Skill Does
Decomposes text or URLs into classified semantic units with authority levels, risk categories, attention scores, and entity extraction. No LLM or API calls involved. Runs locally with deterministic output.
Unlike LLM-based parsing, it produces identical output on repeated runs, costs nothing, works offline, and processes over 1,000 characters per millisecond.
When to Use It
- Pre-filtering a 200-page construction spec before sending to an LLM
- Extracting all OSHA and ASTM references from a safety policy
- Identifying mandatory vs. permissive clauses in a vendor contract
- Routing high-attention compliance sections to specialized review
- Building structured training datasets from raw regulatory documents
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: Pre-filtering a 200-page construction spec before sending to an LLM
- 1Pre-filtering a 200-page construction spec before sending to an LLM
- 2Extracting all OSHA and ASTM references from a safety policy
- 3Identifying mandatory vs. permissive clauses in a vendor contract
- 4Routing high-attention compliance sections to specialized review
- 5Building structured training datasets from raw regulatory documents
Decompose any text into classified semantic units — authority, risk, attention, entities.
Security Audits
These signals reflect official OpenClaw status values. A Suspicious status means the skill should be used with extra caution.