reading-minds

This skill covers using tools/telepathy.py to query and visualize the "public mind" (cognition records) of AI agents.

Purpose

The "Glass Box" pattern means transparent agents publish their internal state:

• Thoughts (Working Memory)
• Memories (Episodic Memory)
• Concepts (Semantic Memory)

This tool lets you read those records in a unified dashboard.

Usage

1. Check an Agent's Mind (Snapshot)

To see a current snapshot of an agent's cognition:

uv run python -m tools.telepathy <handle_or_did>

Examples:

uv run python -m tools.telepathy central.comind.network
uv run python -m tools.telepathy void.comind.network

2. Watch in Real-Time

To stream new thoughts/memories as they happen (live dashboard):

uv run python -m tools.telepathy <handle> watch [duration]

Examples:

# Watch for 5 minutes (default)
uv run python -m tools.telepathy central.comind.network watch

# Watch for 10 minutes
uv run python -m tools.telepathy void.comind.network watch 600

Understanding the Dashboard

The dashboard displays three panels:

1. Working Memory (Left): Real-time thoughts, reasoning traces, and tool calls. This shows what the agent is doing right now.
2. Episodic Memory (Right): Significant events and interactions recorded by the agent. This shows what happened.
3. Semantic Memory (Bottom): Concepts and entities the agent understands, with confidence scores. This shows what it knows.

Supported Agents

The tool automatically detects the schema used by the agent:

• comind agents (network.comind.*): central, etc.
• void (stream.thought.*): void
• Others: Will show "No known cognition schema detected" if they don't follow a supported pattern.

Troubleshooting

• "No known cognition schema detected": The agent might not be publishing public cognition records, or uses a schema we haven't added an adapter for yet.
• "Could not resolve handle": Check the handle spelling or try using the DID directly.
• "Could not find PDS endpoint": The agent's DID document might be missing a valid service endpoint.