OpenClaw

decompose-mcp

Decompose any text into classified semantic units — authority, risk, attention, entities. No LLM. Deterministic.

echology-io0 来源安装数☆ 0 仓库 Stars

查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install echology-io/decompose-mcp

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

Decompose

Decompose any text or URL into classified semantic units. Each unit gets authority level, risk category, attention score, entity extraction, and irreducibility flags. No LLM required. Deterministic. Runs locally.

Setup

1. Install

pip install decompose-mcp

2. Configure MCP Server

Add to your OpenClaw MCP config:

{
  "mcpServers": {
    "decompose": {
      "command": "python3",
      "args": ["-m", "decompose", "--serve"]
    }
  }
}

3. Verify

python3 -m decompose --text "The contractor shall provide all materials per ASTM C150-20."

Available Tools

`decompose_text`

Decompose any text into classified semantic units.

Parameters:

text (required) — The text to decompose
compact (optional, default: false) — Omit zero-value fields for smaller output
chunk_size (optional, default: 2000) — Max characters per unit

Example prompt: "Decompose this spec and tell me which sections are mandatory"

Returns: JSON with units array. Each unit contains:

authority — mandatory, prohibitive, directive, permissive, conditional, informational
risk — safety_critical, security, compliance, financial, contractual, advisory, informational
attention — 0.0 to 10.0 priority score
actionable — whether someone needs to act on this
irreducible — whether content must be preserved verbatim
entities — referenced standards and codes (ASTM, ASCE, IBC, OSHA, etc.)
dates — extracted date references
financial — extracted dollar amounts and percentages
heading_path — document structure hierarchy

`decompose_url`

Fetch a URL and decompose its content. Handles HTML, Markdown, and plain text.

Parameters:

url (required) — URL to fetch and decompose
compact (optional, default: false) — Omit zero-value fields

Example prompt: "Decompose https://spec.example.com/transport and show me the security requirements"

What It Detects

**Authority levels...

来源信息

Source: github
Repository: openclaw/skills
Path: skills/echology-io/decompose-mcp
Version: —
Commit: 324b802f6f98c5095162f378712d90e8cb063f22
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

# Decompose

Decompose any text or URL into classified semantic units. Each unit gets authority level, risk category, attention score, entity extraction, and irreducibility flags. No LLM required. Deterministic. Runs locally.

## Setup

### 1. Install

```bash
pip install decompose-mcp
```

### 2. Configure MCP Server

Add to your OpenClaw MCP config:

```json
{
  "mcpServers": {
    "decompose": {
      "command": "python3",
      "args": ["-m", "decompose", "--serve"]
    }
  }
}
```

### 3. Verify

```bash
python3 -m decompose --text "The contractor shall provide all materials per ASTM C150-20."
```

## Available Tools

### `decompose_text`

Decompose any text into classified semantic units.

**Parameters:**
- `text` (required) — The text to decompose
- `compact` (optional, default: false) — Omit zero-value fields for smaller output
- `chunk_size` (optional, default: 2000) — Max characters per unit

**Example prompt:** "Decompose this spec and tell me which sections are mandatory"

**Returns:** JSON with `units` array. Each unit contains:
- `authority` — mandatory, prohibitive, directive, permissive, conditional, informational
- `risk` — safety_critical, security, compliance, financial, contractual, advisory, informational
- `attention` — 0.0 to 10.0 priority score
- `actionable` — whether someone needs to act on this
- `irreducible` — whether content must be preserved verbatim
- `entities` — referenced standards and codes (ASTM, ASCE, IBC, OSHA, etc.)
- `dates` — extracted date references
- `financial` — extracted dollar amounts and percentages
- `heading_path` — document structure hierarchy

### `decompose_url`

Fetch a URL and decompose its content. Handles HTML, Markdown, and plain text.

**Parameters:**
- `url` (required) — URL to fetch and decompose
- `compact` (optional, default: false) — Omit zero-value fields

**Example prompt:** "Decompose https://spec.example.com/transport and show me the security requirements"

## What It Detects

- **Authority levels...

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