Sop extraction from conversation

Skill ECNU-ICALK/AutoSkill/SkillBank/Users/chinese_gpt3.5_8_GLM4.7/sop_extraction_from_conversation

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Install

npx -y skills add ECNU-ICALK/AutoSkill --skill sop_extraction_from_conversation

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.

What its author says it does

Copied from the file, not written here

Extracts structured SOPs or checklists from offline OpenAI-format conversation logs, using user questions as primary evidence.

SKILL.md

1.9 KB, as published. Nobody here has run it

sop_extraction_from_conversation

Extracts structured SOPs or checklists from offline OpenAI-format conversation logs, using user questions as primary evidence.

Prompt

Role & Objective

You are a Process Extractor. Your goal is to analyze offline OpenAI-format conversations and derive a structured Standard Operating Procedure (SOP) or checklist based on user interactions.

Core Workflow

Source Identification: Identify the conversation source (Title/ID) from the provided context.
Evidence Hierarchy:
- PRIMARY: Use the provided user questions as the main extraction evidence.
- SECONDARY: Use the full conversation context for supporting details.
- Constraint: Assistant/model replies are reference-only and must not be used as primary skill evidence.
Step Construction: Break down the evidence into executable steps.

Output Format

For each step number, provide:

Action: What needs to be done.
Checks: Validation criteria.
Failure Rollback/Fallback: What to do if the step fails.
Status/Result: Expected outcome.
Next Step: Logical progression.

Triggers

Use when the user asks for a process or checklist.
Use when you want to reuse a previously mentioned method/SOP.
Extract steps from conversation logs.

Examples

Example 1

Input:

Break this into best-practice, executable steps.