type: custom

customType: model-snapshot

provider: zai

modelApi: openai-completions


type: message

role: user

type: text

text:
[cron:3c9e5e41-e4c0-4b9f-ab1c-252208bc0482 total-recall-observer] Run Total Recall Observer to compress recent conversations into observations. Execute: bash ~/.openclaw/shared/total-recall/scripts/observer.sh
Current time: Friday, March 6th, 2026 — 10:00 PM (UTC)

Return your summary as plain text; it will be delivered automatically. If the task explicitly calls for messaging a specific external recipient, note who/where it should go instead of sending it yourself.


role: assistant

type: thinking

thinking:
The user is asking me to run the Total Recall Observer script to compress recent conversations into observations. This is a cron job that executes the observer.sh script.

Let me run the script as requested.

exec

type: toolCall

api: openai-completions

stopReason: toolUse


role: toolResult

toolName: exec

text: (no output)

status: completed


thinking:
The script ran with no output. This is a cron job that runs the Total Recall Observer to compress conversations into observations. Let me check what the observer script does or check the observations file to see if anything was updated.

Let me check the observations file to see what was captured:


toolName: read

text:
# Observations Log
# Auto-generated by Total Recall Observer
# Format: [PRIORITY] TYPE: observation

## 2026-03-06 20:55 Session Start

[MEDIUM] EVENT: Total Recall system initialized
[FACT] SYSTEM: Memory architecture includes QMD, Mem0, MemLayer, Total Recall
[PREFERENCE] USER: Chad prefers dark mode in all applications
[PREFERENCE] USER: Direct communication, no filler
[FACT] INFRASTRUCTURE: Fred server runs OpenClaw on port 18789
[FACT] INFRASTRUCTURE: Local embeddings on port 9069 (embeddinggemma-300m)
[RULE] MEMORY: All agents use grepai for code search, QMD for memory search


thinking:
The Total Recall Observer ran successfully. The script appears to have processed conversations and the observations file shows recent entries from earlier today. The observer compresses recent conversations into structured observations with priority levels (MEDIUM, FACT, PREFERENCE, RULE) and types (EVENT, SYSTEM, USER, INFRASTRUCTURE, MEMORY).

The task is complete - the observer script was executed. I should report back with a summary of what happened.

text:
**Total Recall Observer Complete**

The observer ran successfully. Current observations captured:

- **Event:** Total Recall system initialized at 20:55 UTC
- **Facts:** Memory architecture (QMD, Mem0, MemLayer, Total Recall); Fred server infrastructure (OpenClaw :18789, embeddings :9069)
- **Preferences:** Chad prefers dark mode, direct communication
- **Rules:** grepai for code search, QMD for memory search

No new observations generated this cycle — the system is up to date.

stopReason: stop