In the Agent era, you need to get used to having the Agent self-check and self-improve.
Example
A group member felt that communicating with openclaw on Telegram took too long to get a response.
I used Hermes to demonstrate a solution.
The attachment contains the messages exchanged between you and me on Telegram.
It includes both the messages I sent you and the replies you sent me.
Please analyze your own underlying logs, trace the entire chain from when I sent the message to when you replied,
and further analyze how much time each step in the chain took, identifying the part that took the longest and the reason why.
Tips
Copying messages from Telegram or saving them as a Markdown file gives you information that includes the exact timestamps of the messages.
When communicating with an Agent, accurate information and logs are high-quality inputs, making it easier for the AI to produce high-quality outputs.
# Saved messages
## ǝɔ∀ǝdʎz∀ɹɔ 👽 — 2026-11-04 10:22:23
/status@CrazyPeaceAgentBot
---
## 一💎小助理 — 2026-11-04 10:22:34
📊 Hermes Gateway Status
Session ID: 20261104_022219_1694500b
Created: 2026-11-04 02:22
Last Activity: 2026-11-04 02:22
Model: reflection/beam-1.0-501b-a23b:free (nous)
Context: 0 / 262,144 (0%)
Lifetime tokens billed: 0 _(not your current context size; use /context)_
Agent Running: No
Connected Platforms: telegram
---
## ǝɔ∀ǝdʎz∀ɹɔ 👽 — 2026-11-04 10:22:28
test echo
---
## 一💎小助理 — 2026-11-04 10:22:48
💭 Reasoning:
The user said "test echo". This is just a test message. I should respond simply.
echo ✓
---
