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.