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+# AI Agent Guidelines for docs.getdbt.com
+
+This guide provides AI agents with essential rules and patterns for making editorial changes to the dbt documentation repository. These guidelines are derived from the [content style guide](contributing/content-style-guide.md).
+
+## Quick Reference
+
+### Critical Rules
+1. **Use `-` for bullet points**, never `*` (asterisks)
+2. **Replace "e.g." with "for example"** (except in code comments)
+3. **Replace "i.e." with "that is"**
+4. **Use Oxford commas** for lists with 3+ items
+5. **Use sentence case** for all titles and headings
+6. **Use US spelling** (color not colour, license not licence)
+
+### Product Names (Case Sensitive)
+- **dbt Labs** - The company (capital L)
+- **dbt** - Always lowercase (never DBT)
+- **dbt Core** - The open source version (capital C)
+- **dbt Fusion engine** - The next-gen engine (capital F)
+- **dbt platform** or **cloud-based dbt platform** - Formerly "dbt Cloud"
+
+### Feature Names (Capitalize These)
+- Studio IDE
+- Canvas
+- Insights
+- Catalog
+- Mesh
+- Orchestrator
+- Semantic Layer
+- Copilot
+
+### Text Formatting
+
+#### When to Use Bold
+- UI elements: buttons, checkboxes, dropdown menus, radio buttons, text fields
+- Section names in the interface
+
+**Examples:**
+- ✅ Click **Submit** to save
+- ❌ Click the Submit button
+
+#### When to Use Code Font
+Use backticks for:
+- Source code (SQL, YAML, JavaScript)
+- File paths: `/opt/homebrew/bin/`
+- Directory names: `etc`
+- Filenames: `dbt_project.yml`
+- Git branches: `main`
+- Commands: `dbt run`
+- Arguments/parameters/keys
+
+#### When to Use Italics
+- For emphasis only
+- Example: Do _not_ delete this file
+
+### Lists
+
+**Bullet Lists:**
+```markdown
+- First item
+- Second item
+- Third item
+```
+
+**Never use:**
+```markdown
+* First item  ❌
+* Second item ❌
+```
+
+**List Guidelines:**
+- Minimum 2 items
+- Consistent grammatical structure
+- No commas, semicolons, or conjunctions at end
+- Use periods only if complete sentences
+
+### Oxford Comma
+
+**Always use Oxford comma (serial comma) for 3+ items:**
+- ✅ models, tests, and snapshots
+- ❌ models, tests and snapshots
+
+**No comma needed for 2 items:**
+- ✅ models and tests
+
+### Latin Abbreviations
+
+Replace these in prose (not in code):
+
+| Avoid | Replace With | Example |
+|-------|-------------|---------|
+| e.g. | for example, like | Join the #db-sqlserver and #db-athena channels (for example, #adapter-ecosystem) |
+| i.e. | that is | Use incremental models when runs are slow (that is, don't start with incremental models) |
+| etc. | and more, and so forth | Running in GitHub, GitLab, and more |
+
+### Capitalization
+
+- **Products/Features:** Capitalize (Catalog, Canvas, Studio IDE)
+- **Common features:** Lowercase (models, environments, configs, column-level lineage)
+- **Acronyms and initialisms:** All caps (SQL, YAML, JSON) except dbt
+- **Titles:** Sentence case only
+
+### Links
+
+**Internal links use relative paths:**
+```markdown
+[Link text](/docs/path/to/page)
+[Link to section](/docs/path/to/page#section-name)
+```
+
+**Paths must start with:**
+- `/docs/`
+- `/guides/`
+- `/reference/`
+- `/community/`
+
+**Link text should be descriptive:**
+- ✅ Read the [dbt Core documentation](/docs/core/about-core)
+- ❌ Click [here](/docs/core/about-core)
+
+### Images
+
+Use Lightbox component:
+```markdown
+<Lightbox src="/img/docs/image-name.jpg" title="Concise description"/>
+```
+
+**Guidelines:**
+- Add descriptive `title` attribute (required for accessibility)
+- Use JPEG or PNG format
+- Store in `static/img/` folder
+- Use descriptive filenames: `viewing-admins-01.jpg` not `screenshot.jpg`
+
+### Callouts
+
+```markdown
+:::note Optional title
+Your text here
+:::
+```
+
+**Types:** `note`, `info`, `tip`, `caution`
+
+## Common Patterns
+
+### Button Instructions
+```markdown
+✅ Click **Save** to continue
+❌ Click the Save button
+```
+
+### Code References
+```markdown
+✅ Update your `dbt_project.yml` file
+✅ Run the `dbt build` command
+❌ Update your dbt_project.yml file
+```
+
+### Placeholder Text
+```markdown
+✅ Replace CLUSTER_ID with your cluster ID
+❌ Replace <CLUSTER_ID> with your cluster ID
+```
+
+Use SCREAMING_SNAKE_CASE for placeholders (no brackets or braces).
+
+### UI Navigation
+```markdown
+✅ Select **Create** > **From a template**
+✅ In the **Settings** section, click **Save**
+❌ Go to the Settings pane
+```
+
+### Active Voice
+```markdown
+✅ Developers add files
+❌ Files are added by developers
+```
+
+## File Organization
+
+### Frontmatter
+Every markdown file should have YAML frontmatter:
+```yaml
+---
+title: "Page title in sentence case"
+id: "page-id"
+description: "Brief description"
+---
+```
+
+## What NOT to Change
+
+1. **Code blocks** - Any content in triple backticks
+2. **Configuration examples** - YAML, SQL, JSON examples
+3. **File extensions** - Keep `.sql`, `.yml`, `.py` as-is
+4. **URLs** - Don't modify external links
+5. **Product constants** - Leave `<Constant name="..." />` as-is
+6. **Comments in code** - Latin abbreviations in code comments are acceptable
+7. **Inline code comments** &mdash; In YAML/SQL/Python examples
+8. **Quoted text** &mdash; Text surrounded by quotes
+
+## Validation Checklist
+
+AI agents should confirm the following before committing changes:
+
+- [ ] All bullet points use `-` not `*`
+- [ ] No "e.g." or "i.e." in prose (only in code comments)
+- [ ] Oxford commas in all 3+ item lists
+- [ ] Sentence case for all titles
+- [ ] Product names use correct capitalization
+- [ ] No changes to code blocks or configurations
+- [ ] Links use relative paths starting with `/docs/`, `/guides/`, or `/reference/`
+- [ ] Images use Lightbox component with title attribute
+- [ ] Active voice preferred over passive
+
+## Common Mistakes to Avoid
+
+1. ❌ Using asterisks (`*`) for bullet points - Use hyphens (`-`)
+2. ❌ Writing "e.g." in prose - Write "for example"
+3. ❌ Missing Oxford commas - Add before "and" in 3+ item lists
+4. ❌ Title case headings - Use sentence case
+5. ❌ "dbt Cloud" - Use "dbt platform" or "cloud-based dbt platform"
+6. ❌ "DBT" - Always "dbt" (lowercase)
+7. ❌ "Click the button" - Say "Click **Button**"
+8. ❌ Absolute links - Use relative paths for internal links
+9. ❌ "Click here" links - Use descriptive link text
+10. ❌ Changing code examples - Never modify code blocks
+
+## Resources
+
+- Full style guide: [contributing/content-style-guide.md](contributing/content-style-guide.md)
+- Microsoft Style Guide: https://learn.microsoft.com/en-us/style-guide/
+- Chicago Manual of Style: https://www.chicagomanualofstyle.org/