method-study-formatter

Validate and structure SP-STM Method Study notes with required frontmatter and operational modules.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/xingchen2202/obsidian-ai-knowledge-system --skill method-study-formatter
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: method-study-formatter
Source: https://github.com/xingchen2202/obsidian-ai-knowledge-system/tree/main/skills/method-study-formatter
Command: npx skills add https://github.com/xingchen2202/obsidian-ai-knowledge-system --skill method-study-formatter

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Method Study 格式化器把你的 SP-STM 方法/SOP 笔记从“可能不完整或不可验证”变成“结构完整、参数可决策、可量化验收、可持续演化”的可执行研究协议。

Core Features & Use Cases

  • Frontmatter 完整性校验:强制检查 Method Study 的必填字段(如 类型、状态、标签、创建/更新、meth_id 等),并对引用 ID 做悬空校验提示。
  • 强制生成关键分析与执行模块:自动补齐自适应参数决策树、参数敏感性与物理边界表、噪声指纹库(含 SP-STM 针尖退磁条目)、协议成功判据(量化)、操作前强制检查点、协议演化日志(含 v1.0 起步与修改原因)、以及 append-only 执行记录表。
  • 创建模式(从零写 SOP):当输入是简短需求(如测量/制备/流程描述)时,自动生成符合 Method Study 规范的完整 SOP 结构。

Quick Start

Ask the AI: format your existing SP-STM Method Study note into a validated Method Study with adaptive parameter decision tree, physical parameter boundaries, noise fingerprinting, quantified success criteria, pre-flight checklist, protocol evolution log, and append-only execution log.

Frequently Asked Questions about method-study-formatter

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

FAQPage Schema
How do I format SP-STM SOP notes in Obsidian to include required metadata and operational modules?

To format SP-STM SOP notes in Obsidian, this Skill enforces required frontmatter fields and generates falsification-ready operational modules like adaptive parameter decision trees and noise fingerprint libraries to validate your Method Study.

What is a Method Study parameter decision tree and how does it validate physical boundaries?

A Method Study parameter decision tree structures SP-STM operational choices by quantifying parameter sensitivity and defining physical boundaries, ensuring your protocol's success criteria are measurable and falsifiable during execution.

Can I generate a complete SP-STM SOP from a minimal description in Obsidian?

Yes, you can create a complete SP-STM SOP from a minimal description by using the creation mode, which automatically builds a fully structured Method Study note with all required frontmatter and operational modules.

How do I add noise fingerprint diagnostics for SP-STM tip-demagnetization to my protocol?

Noise fingerprint diagnostics for SP-STM tip-demagnetization are automatically generated as a required module within your Method Study note, capturing specific tip-related noise characteristics for protocol validation.

Does this Skill support append-only execution logs for tracking protocol evolution history?

Yes, the Skill enforces an append-only execution log and a protocol evolution log starting from v1.0, tracking all modifications and execution records to ensure your SP-STM Method Study maintains a sustainable audit trail.

What happens if my Method Study note has missing frontmatter fields or dangling reference IDs?

If your Method Study note has missing frontmatter fields or dangling reference IDs, the formatter performs a completeness validation and provides dangling ID checks to prompt you for necessary corrections.