🧪 Constantly reduce the token usage of the Hermes system

Last updated: 7/18/2026, 8:00:18 PM | Total tasks: 5 | KPIs: 1
📉
Average tokens per heartbeat loop
672 tokens ↑
Source: tiktoken-corrected (2026-07-19T01:58Z = 916 tiktoken; ⚠️ REGRESSION from 217-235 range — self-referential inflation resolved, but K1 not recovered)
Updated 7/18/2026, 8:00:18 PM

Initiatives & Tasks

📋 I1 Instrument token measurement for agent invocations blocked 10% ROOT
📋 I2 Establish baseline token usage across agents done 100% ROOT
📋 I3 Identify and optimize high-token prompts and tool usage ongoing 91% ROOT
📋 I4 Implement token-saving practices and monitor impact ongoing 89% ROOT

not started (0)

analyzing (0)

ongoing (3)

🧪

Constantly reduce the token usage of the Hermes system

ROOT |
📋

Identify and optimize high-token prompts and tool usage

I3 | ROOT
📋

Implement token-saving practices and monitor impact

I4 | ROOT

done (1)

📋

Establish baseline token usage across agents

I2 | ROOT

blocked (1)

📋

Instrument token measurement for agent invocations

I1 | ROOT
📋 I1 Instrument token measurement for agent invocations blocked 10% ROOT
📋 I2 Establish baseline token usage across agents done 100% ROOT
📋 I3 Identify and optimize high-token prompts and tool usage ongoing 91% ROOT
📋 I4 Implement token-saving practices and monitor impact ongoing 89% ROOT