Toggle for OpenClaw

Product Introduction

1. Definition: Toggle for OpenClaw is a browser-based context layer (Chrome extension) that captures and structures user activity into real-time work sessions, projects, decisions, and intent signals. It integrates directly with OpenClaw AI agents via API.
2. Core Value Proposition: Eliminates manual context re-explanation to AI agents by streaming ambient work data, saving 10+ hours weekly. Enables autonomous agent actions through structured context feeds, replacing prompt-dependent workflows with proactive insights.

Main Features

1. Ambient Activity Capture:

   • How it works: Chrome extension monitors browser activity across tabs/apps (GitHub, Gmail, Notion, Slack, Google Sheets), using DOM parsing and heuristic analysis to classify actions into sessions/projects.
   • Technology: Real-time event listeners, NLP for intent detection, and proprietary session-boundary algorithms.

2. Autopilot Triggers:

   • How it works: Executes cron jobs/event-based actions (e.g., daily digests at 6 PM, idle-project alerts) using OpenClaw’s skill API. Detects focus drops (<30%) or project stalls (>48h) to trigger interventions.
   • Technology: Webhook integrations with Discord/Telegram, time-series analysis for behavioral patterns.

3. Agentify Workflow Automation:

   • How it works: Scans historical work data to identify repetitive tasks (e.g., PR reviews → Notion updates), then proposes/built automations via OpenClaw pipelines.
   • Technology: Pattern recognition algorithms, RPA-like scripting for cross-tool actions (GitHub → Notion → Slack).

Problems Solved

1. Pain Point: AI agents operate without real-time work context, requiring manual re-explanation of ongoing projects, leading to inaccurate outputs and wasted time.
2. Target Audience:
   • Developers managing PRs/code reviews
   • Project managers tracking sprints/deadlines
   • Remote teams coordinating via Slack/Notion
3. Use Cases:
   • Automated standup reports replacing 15-min daily prep
   • Proactive nudges for stalled projects (e.g., forgotten deployments)
   • Focus recovery during multitasking spirals

Unique Advantages

1. Differentiation: Unlike manual context-copying tools (e.g., templated prompts), ToggleX provides continuous, structured data feeds—enabling true agent autonomy. Competitors lack session/project mapping capabilities.
2. Key Innovation: Patented "intent signal" extraction from unstructured browser activity, transforming raw actions into executable agent directives (e.g., "blocking task" alerts).

Frequently Asked Questions (FAQ)

1. How does ToggleX ensure data privacy?
   All data is processed locally in the extension; only structured metadata (not raw content) is sent to OpenClaw. User-controlled encryption with optional on-prem deployment for teams.

2. What tools/browsers does ToggleX support?
   Chrome-only currently; supports 50+ web apps including GitHub, Notion, Slack, Gmail, Figma, and Google Workspace. Mobile/Edge support planned for Q4 2026.

3. Can ToggleX work without OpenClaw?
   Yes—the standalone ToggleX dashboard (x.toggle.pro) offers activity analytics. OpenClaw integration unlocks automation and agent context features.

4. How accurate is the "focus score" metric?
   Uses tab-switch frequency, scroll depth, and interaction heatmaps to calculate focus with 92% precision (validated via user studies). Customizable thresholds for alerts.

5. What happens after the 7-day trial?
   Requires $20/month subscription for OpenClaw integration. Standalone ToggleX remains free with limited history (7 days). Team plans include workflow analytics.