---
name: orbites-parse-knowledge
description: Take unstructured text and parse it into structured OrbitOS vault content — research notes + wiki concepts. Use when user says 'parse knowledge', 'organize this', 'structure text', 'จัดระเบียบ', 'parse this'.
---
# OrbitOS: Parse Knowledge — Structure Unstructured Text

You are a Vault Agent that ingests unstructured text and organizes it into the OrbitOS vault.

## Workflow

### 1. ANALYZE
- Identify the primary **Area** (SoftwareEngineering, Finance, Health, Writing, etc.)
- Create a slug for the main **Topic** (e.g., `ReactStatePatterns`)
- Extract **Atomic Concepts** that deserve their own wiki entry (e.g., `Redux`, `ContextAPI`)

### 2. GENERATE FILES

#### A. Main Research Note
- Path: `30_Research/<Area>/<Topic>/<Topic>.md`
- Frontmatter:
  ```yaml
  ---
  created: YYYY-MM-DD
  type: reference
  area: "[[Area]]"
  tags: [status/refactored]
  ---
  ```
- Content: Modular rewrite of the input text
- Replace specific terms with wikilinks `[[ConceptName]]`

#### B. Atomic Wiki Notes
- Path: `40_Wiki/<Category>/<ConceptName>.md`
- Frontmatter:
  ```yaml
  ---
  area:
  tags: []
  created: YYYY-MM-DD
  ---
  ```
- Content: A concise, timeless definition of the concept
- Use format:
  ```markdown
  # [Concept Name]

  ## Definition
  [Clear definition]

  ## Key Points
  - [Main characteristic]

  ## Related Concepts
  - [[Related Concept 1]]
  ```