Optimize OpenClaw Agent to Reduce Token Costs by 70%

Deploy & Ops📅 2026/03/04
#CI/CD#Developer#GitHub#Low Risk#Manual Trigger#Reusable#Semi-Automatic#代码仓库#报告
Diagram showing optimized OpenClaw agent architecture with reduced token flow
STOP WASTING TOKENS ON OPENCLAW (I DID IT FOR WEEKS)

thought my agent was "optimized" - turns out it was just a token burning machine

this guide exposed my setup: no workspace config = 3x spend on every call

key insight: bootstrap memory (https://t.co/AOuZH7RlQv, https://t.co/eZkTWcq1Gk etc) loads EVERY time - stuff it wisely or pay forever

semantic search pulls facts on-demand from https://t.co/NAcNyG959D - no constant token drain

after tweaks:

> token usage: down 70%
> agent recall: flawless across sessions

gateway handles the pipeline: 
message -> context inject -> LLM loop -> tools -> response

miss this? 

your agent's half-baked

If you're running @openclaw vanilla, you're leaking cash and potential

dive into this breakdown and don't forget to bookmark it - it's agent building gold imo