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ZJU-REAL
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sop-extractor

Convert unstructured process descriptions into standardized operating procedures with validation details.

195|12|Updated Jul 19, 2026
Search Tags:#documentation#checklists#quality analysis#sop#workflow extraction#training materials#process standardization
One-click install
npx skills add https://github.com/ZJU-REAL/HugAgentOS --skill sop-extractor
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sop-extractor
Source: https://github.com/ZJU-REAL/HugAgentOS/tree/main/src/backend/skill_bundles/marketplace/sop-extractor-plus
Command: npx skills add https://github.com/ZJU-REAL/HugAgentOS --skill sop-extractor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill transforms fragmented oral descriptions, transcripts, notes, and legacy process documents into clear, standardized SOPs, reducing documentation effort and preventing important steps, checks, and exception handling from being overlooked.

Core Features & Use Cases

  • Structured Process Extraction: Identifies sequential actions, decision points, checkpoints, tools, roles, dependencies, cautions, outputs, and estimated durations.
  • Quality Analysis and Optimization: Provides multidimensional quality scoring, gap detection, redundancy analysis, bottleneck identification, and improvement recommendations.
  • Multi-Format Delivery: Generates Markdown documents, interactive HTML pages, Mermaid flowcharts, execution checklists, training cards, JSON data, and visual analysis reports.
  • Use Case: Convert a customer complaint handling transcript into a publishable SOP with decision branches, required tools, follow-up checks, quality scoring, and a printable checklist.

Quick Start

Ask the AI to organize your detailed process description or uploaded transcript into a standardized SOP with quality analysis and the output format you need.

Frequently Asked Questions about sop-extractor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I convert unstructured process transcripts into standardized SOPs?▼

To convert unstructured process transcripts into standardized SOPs, provide the AI with your oral descriptions or legacy documents. It identifies sequential actions, decision points, and checkpoints to generate actionable steps with validation details.

What is the best way to generate workflow checklists and training materials from scattered notes?▼

Generating workflow checklists and training materials from scattered notes involves extracting sequential actions and required tools. The process produces Markdown documents, interactive HTML pages, and printable execution checklists for training.

Can I perform gap analysis and quality scoring on existing process documentation?▼

Yes, you can perform gap analysis and quality scoring on existing process documentation. The extraction applies multidimensional quality scoring, redundancy analysis, and bottleneck identification to provide optimization recommendations.

Does SOP extraction work with Python standard-library dependencies for cross-functional workflows?▼

SOP extraction works entirely with Python standard-library dependencies for cross-functional workflows. It processes experience capture and outsourcing handoffs, requiring no external packages to output JSON data and visual analysis reports.

How do I create Mermaid flowcharts from legacy process documents?▼

To create Mermaid flowcharts from legacy process documents, input your unstructured text into the extractor. It identifies dependencies and process flows, generating Mermaid diagrams alongside Markdown and HTML outputs.

When should I not use automated SOP extraction for process standardization?▼

Automated SOP extraction for process standardization should be avoided when source materials lack sufficient detail for decision point identification. The tool relies on rich transcripts or notes to generate actionable steps and validation checks.

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