A desktop application that automates knowledge work by orchestrating AI agents to handle tasks from Linear, HubSpot, Notion, and other tools. Agents pull tasks, execute work with human oversight, and improve through feedback, all running locally without cloud dependencies.
Self-improving Agent orchestrator for all knowledge work
At a glance
A desktop app that pulls tasks from your tools (Linear, HubSpot, Notion, etc.) and assigns them to AI agents that autonomously execute work with human approval gates, all running locally without cloud dependencies.
git clone https://github.com/peakflo/20x.git && cd 20x && pnpm install
README
20x
One app. All your tasks. Powered by AI agents.
20x is a desktop app that turns your task list into an AI-powered workforce. Connect your tools — Linear, HubSpot, YouTrack, GitLab, Notion, Peakflo — assign tasks to AI agents, and watch them work in real time.
No cloud. No subscriptions. Everything runs on your machine.
Why 20x?
Most AI tools make you copy-paste context between tabs. 20x flips it: your tasks come to the agents, not the other way around.
- Pull a task from Linear → AI agent picks it up, reads the context, writes the code, opens a PR
- Got a backlog of tickets? → Queue them up, agents work through them while you review
- Need human approval? → Agents pause and ask before doing anything risky
How It Works
- Tasks flow in — from Linear, YouTrack, HubSpot, GitHub Issues, Notion, Peakflo Workflo, or created manually
- Triage agent — Assigns priority, coding agent (Claude Code, OpenCode, or Codex), relevant skills, and git repos
- Agent works the task — reads skills, git worktrees, and MCP servers; streams output in real time
- HITL review — Agents pause for human approval before risky actions
- Feedback loop — Skills and confidence levels are automatically updated after completion
Features
📊 Dashboard Workspace
- Overview dashboard — See task completion stats, AI autonomy metrics, and agent success rates at a glance
- Kanban task board — Tasks grouped by status with drag-and-drop support
- Workflow applications — Launch and manage workflow apps directly from the dashboard
- Presetup wizard — Guided templates to get started quickly with new applications
🤖 Multi-Agent Support
- Claude Code — Anthropic's official agent SDK (Claude Sonnet 4.6)
- OpenCode — Open-source coding agent
- Codex — OpenAI's agent framework (GPT-5.6 Sol)
- Live transcripts — Watch agents think and work in real time with message counts
- Human-in-the-loop — Approve risky actions before execution
- Task progress tracking — Real-time progress events during agent execution
🔗 Smart Integrations
- Linear — Pull issues, update status, post comments
- HubSpot — Sync tickets and workflows
- YouTrack — Connect JetBrains YouTrack projects and tasks
- GitLab — Full GitLab integration for task sourcing and repositories
- Notion — Sync Notion databases with full property and attachment support
- Peakflo — Connect your Peakflo Workflo tasks
- GitHub Issues — Pull issues directly from GitHub repositories
- OAuth built-in — Secure authentication flows
🧠 Skills System
- Reusable instructions — Create skill templates for common patterns
- Auto-learning — Agents update skills based on feedback
- Confidence tracking — Skills improve over time
- 2-way sync — Skills synchronize bidirectionally between 20x and Workflo
- Searchable skills — Quickly find skills with built-in search
🛠 Developer-First
- Git worktree management — Isolated branches per task
- Repository context — Agents know which repos to work on (GitHub & GitLab)
- MCP servers — Connect Model Context Protocol tools with auto-registration
- Local-first — SQLite database, no cloud required
📋 Task Management
- Subtasks — Break tasks into subtasks with ordering and drag-and-drop reordering
- Recurring tasks — Daily, weekly, monthly schedules
- Task snoozing — Snooze tasks and have them resurface at the right time
- Rich metadata — Types, priorities, due dates, labels
- File attachments — Add context files to tasks
- Output fields — Structured task results
- Smart search — Find anything fast
💓 Heartbeat Monitoring
- Enterprise heartbeat — Continuous health checks with GitHub preflight
- CI failure detection — Automatically detect CI pipeline failures
- State syncing — Keep task state in sync across sessions
Getting Started
Supported Platforms
- macOS — Full support
- Windows — Full support
- Linux — AppImage installer
Prerequisites
- Node.js >= 22
- pnpm >= 9
- Git (for worktree features)
- GitHub CLI (optional, for GitHub repo features)
- GitLab CLI (optional, for GitLab repo features)
Installation
# Clone the repository
git clone https://github.com/peakflo/20x.git
cd 20x
# Install dependencies
pnpm install
macOS: Signed & Notarized Releases
Release artifacts are signed with an Apple Developer ID certificate and notarized to avoid Gatekeeper install/open warnings.
For maintainers, setup details are in docs/macos-signing-notarization.md.
Configuration
API Keys: Configure in Agent Settings:
- Anthropic API key for Claude Code
- OpenAI API key for OpenCode (if needed)
Database:
- Stored at
~/Library/Application Support/pf-desktop/pf-desktop.db(macOS) - Automatic backups before migrations
Integrations:
- Get OAuth credentials from Linear/HubSpot/Peakflo
- Configure in Integrations settings
- Complete OAuth flow in-app
Development
# Start dev server
pnpm run dev
# Run tests
pnpm test
# Build for distribution
pnpm run build:mac # macOS
pnpm run build:win # Windows
pnpm run build:linux # Linux
Architecture
Data Flow
React UI → Zustand Store → IPC Client → Preload Bridge → Main Process → SQLite
- Renderer — React 19 + Tailwind CSS 4 + Zustand 5
- Main Process — Electron 34 + SQLite + Agent orchestration
- Security — Full context isolation, no Node.js in renderer
Agent Architecture
Session Lifecycle:
- Start — Agent assigned, skills applied, session created
- Streaming — Real-time output sent to UI
- Approval — Agent pauses for human decisions
- Completion — Results saved, task updated
See AGENTS.md for detailed architecture.
Tech Stack
| Layer | Technology |
|---|---|
| Shell | Electron 34 |
| Build | electron-vite |
| Frontend | React 19 + Tailwind CSS 4 + Zustand 5 |
| UI Components | Radix UI primitives |
| Styling | cva + Tailwind CSS tokens |
| Icons | Lucide React |
| Font | Geist |
| Database | SQLite (better-sqlite3, WAL mode) |
| Agent SDKs | @opencode-ai/sdk, @anthropic-ai/claude-agent-sdk, @zed-industries/codex-acp |
| Testing | Vitest + happy-dom |
Contributing
We welcome contributions! Here's how:
- Fork the repo
- Create a branch:
git checkout -b feature/my-feature - Write code: Follow TypeScript strict mode, ESLint, Prettier
- Add tests: Vitest tests for new features
- Commit: Use conventional commits (
feat:,fix:, etc.) - Push:
git push origin feature/my-feature - Open PR: Describe changes, ensure CI passes
Code Style
- TypeScript strict mode
- Minimal Tailwind classes (prefer CSS variables)
- Use
pnpm(not npm) - Check
MEMORY.mdfor project patterns
Community
- Issues: GitHub Issues
- Discord: https://discord.gg/fUVsqTWDxX
Security
Local-First
- All data stored locally in SQLite
- No cloud sync, no subscriptions
- Optional database encryption
OAuth & API Keys
- Tokens encrypted with Electron
safeStorage - Keys never exposed to renderer process
- Parameterized SQL queries only
Electron Security
contextIsolation: truenodeIntegration: false- External links open in system browser
Roadmap
Planned
- Additional integrations (Jira, Asana)
- Team collaboration (shared task sources)
- Cost tracking (token usage per session)
- Agent templates (pre-configured profiles)
- Plugin marketplace (community skills)
- Light theme
Recently Shipped
- ✅ Dashboard workspace with Kanban board and workflow apps
- ✅ Subtask support with ordering and drag-and-drop
- ✅ GitLab integration (task sourcing & repositories)
- ✅ YouTrack integration
- ✅ Notion integration with full property support
- ✅ GitHub Issues integration
- ✅ Windows and Linux platform support
- ✅ Task snoozing
- ✅ Skills 2-way sync with Workflo
- ✅ Heartbeat monitoring with CI failure detection
- ✅ Presetup wizard and dashboard templates
- ✅ Claude Sonnet 4.6 and GPT-5.6 model family support
- ✅ Multi-agent support (OpenCode, Claude Code, Codex)
- ✅ Skills system with auto-learning
- ✅ Recurring tasks
- ✅ Linear, HubSpot, Peakflo integrations
- ✅ MCP server management
- ✅ Git worktree management
License
MIT © 2026 Peakflo
Built with Electron, React, and Anthropic Claude.
Comments (0)
Sign in to join the discussion.
No comments yet
Be the first to share your take.