signal-detector

Capture original user thoughts and entity mentions from inbound messages.

45|11|Updated Mar 17, 2026
One-click install
npx skills add https://github.com/beyonai/ByClaw --skill signal-detector-beyonai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: signal-detector
Source: https://github.com/beyonai/ByClaw/tree/main/middleware/openclaw/skills/gbrain/references/signal-detector
Command: npx skills add https://github.com/beyonai/ByClaw --skill signal-detector-beyonai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill solves the problem of losing valuable intellectual capital and fragmented entity information during fast-paced conversations by automatically capturing insights and tracking mentions in the background.

Core Features & Use Cases

  • Ambient Idea Capture: Automatically identifies and logs original user thoughts, frameworks, and observations without interrupting the flow of conversation.
  • Entity Intelligence: Detects people, companies, and media references, ensuring they are linked and enriched within the brain database.
  • Use Case: During a brainstorming session, the skill captures a user's novel product thesis and automatically links it to the relevant company and person pages, ensuring the insight is never lost.

Quick Start

The signal-detector runs automatically in the background on every inbound message to capture and log signals without requiring manual user commands.

Frequently Asked Questions about signal-detector

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automatically capture ideas and entity mentions during brainstorming sessions?

Ambient idea capture automatically identifies and logs original user thoughts, frameworks, and observations from inbound messages without interrupting your conversation flow. It runs as an always-on sub-agent in the background to ensure insights are never lost.

Can I track people and company mentions in real-time without manual data entry?

Entity intelligence detects people, companies, and media references from inbound messages automatically. It links and enriches these mentions within a structured knowledge base, ensuring cross-linking and timeline updates without manual commands.

How does background knowledge management work for indexing concepts and entities?

Background knowledge management operates as an always-on sub-agent that processes every inbound message to index concepts, people, and companies. It maintains a structured database by ensuring cross-linking and timeline updates automatically.

Do I need a specific system integration to maintain a structured knowledge base from conversations?

Yes, you need integration with the gbrain system to perform semantic search, page management, and fact logging. This integration enables the sub-agent to maintain your structured knowledge base and execute entity extraction effectively.

What is the best way to log original user thinking and observations without interrupting workflow?

The best way to log original user thinking is using an always-on sub-agent that runs automatically on every inbound message. It captures signals and logs original thoughts without requiring manual user commands, preserving your workflow.

Are there limitations to ambient capture for entity extraction during fast-paced conversations?

Ambient capture solves the problem of losing intellectual capital during fast-paced conversations, but it relies on the gbrain system for semantic search and page management. It does not function as a standalone tool and requires this integration for fact logging.