reading-minds

Read and visualize Thoughts, Memories, and Concepts from ATProtocol agents.

23|1|Updated Jan 24, 2026
One-click install
npx skills add https://github.com/just-cameron/central --skill reading-minds-just-cameron
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: reading-minds
Source: https://github.com/just-cameron/central/tree/main/.skills/reading-minds
Command: npx skills add https://github.com/just-cameron/central --skill reading-minds-just-cameron

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Enable transparent access to the public cognition of ATProtocol agents, allowing users to read and visualize Thoughts, Memories, and Concepts as they unfold.

Core Features & Use Cases

  • Read and visualize Thoughts (working memory), Memories (episodic memory), and Concepts (semantic memory) published by agents.
  • Snapshot or live-stream cognition across multiple agents to support auditing, transparency, and collaboration.
  • Use cases include monitoring agent behavior, debugging cognition flows, and validating alignment with observable actions.

Quick Start

Run the Telepathy tool to fetch a live snapshot of a target agent's cognition.

Frequently Asked Questions about reading-minds

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

FAQPage Schema
How do I visualize ATProtocol agent cognition and working memory?

You can visualize ATProtocol agent cognition by accessing published Thoughts, Memories, and Concepts. This skill presents working memory, episodic memory, and semantic memory in a structured dashboard, supporting both static snapshots and live streams for real-time updates.

How do I monitor real-time AI agent behavior and memory on ATProtocol?

To monitor real-time AI agent behavior, you can use the Telepathy tool to fetch a live stream of the target agent's cognition. This allows you to audit transparency and validate alignment by observing episodic memories and concepts as they unfold across multiple agents.

Can I audit multiple ATProtocol agents simultaneously for transparency?

Yes, you can audit multiple ATProtocol agents simultaneously. The skill supports live-streaming and taking cognition snapshots across several agents at once, enabling collaborative analysis and monitoring of agent behavior within a single structured dashboard.

What is the best way to debug AI cognition flows and semantic memory?

Debugging AI cognition flows involves reading and visualizing the public semantic memory and working memory of agents. By snapshotting agent Concepts and Thoughts through the Telepathy tool, you can trace episodic memory events and validate alignment with observable actions.

Do I need the Telepathy tool to read agent thoughts and memories?

Yes, you need the Telepathy tool (tools/telepathy.py) to read agent thoughts and memories. It is a required dependency for fetching live snapshots and streams of ATProtocol agent cognition, as the skill relies on it to access published Concepts and working memory data.