
Positron Notebooks
- 4 installs
- 4.2k repo stars
- Updated August 5, 2026
- posit-dev/positron
positron-notebooks is a Claude Code skill for ai & agent building.
About
positron-notebooks is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.
- positron-notebooks
- AI & Agent Building
- AI-coding skill
Positron Notebooks by the numbers
- 4 all-time installs (skills.sh)
- Ranked #13,348 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
npx skills add https://github.com/posit-dev/positron --skill positron-notebooksAdd your badge
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| Installs | 4 |
|---|---|
| repo stars | ★ 4.2k |
| Last updated | August 5, 2026 |
| Repository | posit-dev/positron ↗ |
How do I helps with ai & agent building tasks during AI-assisted development.?
Helps with ai & agent building tasks during AI-assisted development.
Who is it for?
Best when you're working on ai & agent building and need structured help with positron notebooks.
Skip if: Teams with no ai & agent building needs, or anyone wanting a generic chat assistant without this specific workflow.
When should I use this skill?
When you need to helps with ai & agent building tasks during AI-assisted development., or when positron-notebooks is a claude code skill for ai & agent building.
What you get
Structured output aligned to positron-notebooks: positron-notebooks, AI & Agent Building.
Files
Positron Notebooks Development
Purpose
Provides specialized knowledge and workflows for developing Positron Notebooks, a feature-flagged React-based notebook editor that coexists with VS Code's standard notebook experience.
When to Use This Skill
Load this skill when working on:
- Notebook cell behavior (execution, rendering, editing)
- Selection and focus management
- Context key system for notebooks
- Cell action commands and menus
- Notebook-kernel integration
- Output rendering and webviews
- E2E or unit tests for notebooks
- Debugging notebook issues
Quick Start
Validate Setup Before Starting
# Run validation script
./scripts/validate_setup.shOr manually check:
# Verify build daemons are running (required)
ps aux | grep -E "npm.*watch-(client|extensions)d" | grep -v grepEnable Positron Notebooks for Testing
Add to settings.json:
{
"positron.notebook.enabled": true,
"workbench.editorAssociations": {
"*.ipynb": "workbench.editor.positronNotebook"
}
}Restart Positron after changing feature flag.
Development Workflows
Adding a New Cell Command
1. Register command in src/vs/workbench/contrib/positronNotebook/browser/positronNotebook.contribution.ts 2. Add context key conditions (when-clauses) 3. Optionally add to menu or keybinding registry 4. Implement handler to access notebook instance and cells
See references/common-patterns.md for code examples.
Fixing a Cell Execution Bug
1. Start debugging task in VS Code (F5) 2. Set breakpoint in PositronNotebookInstance.ts:executeCell() 3. Open notebook and trigger execution 4. Check:
- Is kernel selected?
- Is previous execution cancelled?
- Are execution events firing?
- Does runtime session exist?
See references/debugging-guide.md for detailed strategies.
Debugging Selection/Focus Issues
1. Inspect context keys: Command Palette → "Developer: Inspect Context Keys" 2. Check selection machine state in selectionMachine.ts 3. Verify DOM focus with browser DevTools (document.activeElement) 4. Add logging to selection events and state transitions
See references/debugging-guide.md for common issues and solutions.
Running Tests
# Run all notebook E2E tests
./scripts/test_notebooks.sh
# Run specific test
./scripts/test_notebooks.sh "cell execution"
# Or use Playwright directly
npx playwright test test/e2e/tests/notebook/<test-name>.test.ts --project e2e-electron --reporter listSearching Notebook Code
# Find code patterns
./scripts/find_notebook_code.sh "executeCell"
./scripts/find_notebook_code.sh "selectionMachine"Core Files to Know
Primary entry point:
src/vs/workbench/contrib/positronNotebook/browser/positronNotebook.contribution.ts- Command registration, editor resolver
Central logic:
src/vs/workbench/contrib/positronNotebook/browser/PositronNotebookInstance.ts- Most non-UI logic, state management
React UI:
src/vs/workbench/contrib/positronNotebook/browser/PositronNotebookEditor.tsx- Root componentsrc/vs/workbench/contrib/positronNotebook/browser/notebookCells/- Cell components
State systems:
src/vs/workbench/contrib/positronNotebook/browser/selectionMachine.ts- Selection FSMsrc/vs/workbench/contrib/positronNotebook/browser/ContextKeysManager.ts- Context keys
Cell models:
src/vs/workbench/contrib/positronNotebook/browser/PositronNotebookCells/- Cell implementations
Key Architecture Principles
1. Feature-flagged - Coexists with VS Code notebooks, feature flag required 2. Observable-based - React UI driven by VS Code observables 3. Shared infrastructure - Reuses VS Code's notebook models, kernels, execution 4. One webview per output - Each output gets its own webview (vs single webview) 5. Context key scoped - Cell context keys scoped to cell DOM subtree
Progressive Documentation
For detailed information, read the bundled reference docs:
- `references/architecture.md` - Component details, integration points, execution flow
- `references/debugging-guide.md` - Debugging strategies, common issues, testing workflows
- `references/common-patterns.md` - Code examples for commands, observables, React components
Full architecture document available at: src/vs/workbench/contrib/positronNotebook/docs/positron_notebooks_architecture.md
Helper Scripts
Located in scripts/:
- `validate_setup.sh` - Check build daemons and file paths
- `test_notebooks.sh` - Run notebook E2E tests with optional pattern
- `find_notebook_code.sh` - Search for code patterns in notebook files
Common Tasks
Task: Add execution status indicator to cell
Steps: 1. Read references/common-patterns.md for observable patterns 2. Add state observable to cell model 3. Create React component consuming observable 4. Integrate into cell component tree
Task: Fix context keys not updating
Steps: 1. Read references/debugging-guide.md for context key issues 2. Check ContextKeysManager.ts for key setting logic 3. Verify scoping (cell-level keys scoped to cell DOM) 4. Use "Inspect Context Keys" to validate
Task: Debug cell not executing
Steps: 1. Read references/debugging-guide.md for execution debugging 2. Use VS Code debug task (F5) with breakpoints 3. Check kernel selection, runtime session, execution service 4. Monitor execution state changes via log service
Task: Understand selection state machine
Steps: 1. Read references/architecture.md for selection FSM overview 2. Check selectionMachine.ts for states and transitions 3. Add logging to transitions 4. Test selection events in debugger
Important Constraints
- Upstream compatibility: Prefer new files over modifying existing VS Code files
- Feature flag respect: Check
usingPositronNotebooks()when needed - No virtualization: All cells render (performance consideration for large notebooks)
- Webview lifecycle: Each output has own webview, coordinate mounting carefully
Self-Maintenance
Update Triggers
Update this skill when encountering:
- File paths that don't exist → Search for new location, update paths
- New patterns discovered → Add to
references/common-patterns.md - Bug fixes revealing insights → Add to
references/debugging-guide.md - Architecture changes → Update
references/architecture.mdand main doc
Update Process
1. Identify what changed (path, pattern, bug fix, architecture) 2. Update relevant file (SKILL.md or references/) 3. Verify all file paths still exist with ./scripts/validate_setup.sh 4. If architecture-significant, also update: src/vs/workbench/contrib/positronNotebook/docs/positron_notebooks_architecture.md
Path Validation
Before using any file path from this skill:
# Verify path exists
ls -la <path-from-skill>
# If wrong, search for correct location
find . -name "<filename>" | grep -v node_modulesUpdate skill with corrected path and add note about change.
Getting Help
For deeper understanding: 1. Start with relevant reference doc (references/) 2. Check main architecture doc (docs/positron_notebooks_architecture.md) 3. Use helper scripts for validation and searching 4. Set breakpoints and use VS Code debugging
This skill maintains lean, procedural guidance. Detailed technical information lives in progressive disclosure layers (references/ and main architecture doc).
Related skills
FAQ
What does positron-notebooks do?
positron-notebooks is a Claude Code skill for ai & agent building.
When should I use positron-notebooks?
When you need to helps with ai & agent building tasks during AI-assisted development., or when positron-notebooks is a claude code skill for ai & agent building.
What are the main capabilities?
positron-notebooks; AI & Agent Building; AI-coding skill.