type: custom

customType: model-snapshot

provider: zai

modelApi: openai-completions


type: message

role: user

type: text

text:
[cron:12045bb8-6684-4958-b7ba-3c6f2e376131 waffleson-heartbeat-30m-qwen] Run heartbeat check (read HEARTBEAT.md). If actionable tasks are found, execute them. If nothing to do, reply with NO_REPLY. Do NOT say HEARTBEAT_OK.
Current time: Saturday, March 7th, 2026 — 4:22 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 a heartbeat check. According to my instructions, I should read HEARTBEAT.md and follow it strictly. Let me check if there's a HEARTBEAT.md file in my workspace.

The workspace is: /home/crogers2287/.openclaw/agents/grant

I need to read HEARTBEAT.md first to see what needs to be done.

read

type: toolCall

api: openai-completions

stopReason: toolUse


role: toolResult

toolName: read

text:
# Weekly Memory Maintenance
Check claw-compactor benchmark: python3 /home/crogers2287/claw-compactor/scripts/mem_compress.py /home/crogers2287/.openclaw/agents/grant benchmark
If savings > 10% OR session transcripts > 100: run full compression
Review observations/ folder for outdated entries

## Email Check
Check `/opt/agentmail/queue/` for new `*_grant.json` files
If found, read the email and respond appropriately via email reply
After handling, move to `/opt/agentmail/processed/`

## Cleanup Threshold
Archive observations older than 90 days to /home/crogers2287/.openclaw/agents/grant/memory/observations/archive/


thinking:
Okay, I have the HEARTBEAT.md instructions. Let me follow them step by step:

1. **Weekly Memory Maintenance** - Check claw-compactor benchmark
2. **Email Check** - Check `/opt/agentmail/queue/` for new `*_grant.json` files
3. **Cleanup Threshold** - Archive old observations

Let me start with checking for emails, then the memory maintenance benchmark.

exec

command: ls -la /opt/agentmail/queue/*_grant.json 2>/dev/null || echo "No grant emails found"

command: python3 /home/crogers2287/claw-compactor/scripts/mem_compress.py /home/crogers2287/.openclaw/agents/grant benchmark


toolName: exec

text: No grant emails found

status: completed

aggregated: No grant emails found


text:
=== claw-compactor Performance Report ===
Date: 2026-03-07
Engine: tiktoken
Files: 39

Step                   |   Before |    After |  Saved |      %
----------------------------------------------------------
Rule Engine            |   17,128 |   16,259 |    869 |   5.1%
Dictionary Compress    |   16,259 |   16,231 |     28 |   0.2%
RLE Patterns           |   16,231 |   16,193 |     38 |   0.2%
Tokenizer Optimize     |   16,193 |   16,176 |     17 |   0.1%
----------------------------------------------------------
TOTAL (memory)         |   17,128 |   16,176 |    952 |   5.6%

💰 Total savings: 952 tokens (5.6%)

Session Transcripts: 2327 files found

Recommendations:
  - Run 'compress' to apply rule engine savings
  - Run 'observe' to compress 2327 session transcript(s)


thinking:
Good. Now let me analyze the heartbeat results:

1. **Email Check**: No new emails for grant ✅

2. **Memory Maintenance**:
   - Savings: 5.6% (does NOT exceed 10% threshold)
   - Session transcripts: 2327 files (DOES exceed 100 threshold)

According to HEARTBEAT.md: "If savings > 10% OR session transcripts > 100: run full compression"

Since session transcripts (2327) > 100, I should run full compression on session transcripts.

3. **Cleanup Threshold**: I should check for observations older than 90 days

Let me check the observations folder and then run the compression.

command: find /home/crogers2287/.openclaw/agents/grant/memory/observations -type f -name "*.md" -mtime +90 2>/dev/null | head -20

command: python3 /home/crogers2287/claw-compactor/scripts/mem_compress.py /home/crogers2287/.openclaw/agents/grant observe --transcripts-dir /home/crogers2287/.openclaw/sessions


text: (no output)


text:
usage: mem_compress.py [-h]
                       workspace
                       {compress,estimate,dedup,tiers,audit,observe,dict,optimize,full,benchmark,install}
                       ...
mem_compress.py: error: unrecognized arguments: --transcripts-dir /home/crogers2287/.openclaw/sessions

(Command exited with code 2)


thinking: Let me check the correct syntax for the observe command:

command: python3 /home/crogers2287/claw-compactor/scripts/mem_compress.py /home/crogers2287/.openclaw/agents/grant observe --help


text:
usage: mem_compress.py workspace observe [-h] [-v] [--json] [--since SINCE]

options:
  -h, --help     show this help message and exit
  -v, --verbose  Verbose output
  --json
  --since SINCE


thinking: Okay, the observe command doesn't need --transcripts-dir. Let me run it properly. I should also check for the archive directory existence and create it if needed for the observations cleanup.

command: python3 /home/crogers2287/claw-compactor/scripts/mem_compress.py /home/crogers2287/.openclaw/agents/grant observe


text: Processed 3 new session(s), 695 total tracked.


thinking: Good! The observe command ran successfully. Now let me check for observations older than 90 days and archive them:

command: find /home/crogers2287/.openclaw/agents/grant/memory/observations -type f -name "*.md" -mtime +90 ! -path "*/archive/*" -exec mv {} /home/crogers2287/.openclaw/agents/grant/memory/observations/archive/ \; 2>/dev/null && echo "Archived old observations" || echo "No observations to archive"


text: Archived old observations

aggregated: Archived old observations


thinking: Great! Let me verify what was archived:

command: ls -lh /home/crogers2287/.openclaw/agents/grant/memory/observations/archive/ 2>/dev/null | tail -10


text: total 0

aggregated: total 0


thinking:
The archive directory is empty, so it looks like there weren't any observations older than 90 days to archive. That's fine - the command ran successfully but didn't find any files matching the criteria.

Now let me summarize what was done:

1. ✅ Email check: No new emails for grant
2. ✅ Memory maintenance: Ran claw-compactor observe on session transcripts (processed 3 new sessions, 695 total tracked)
3. ✅ Cleanup: Checked for observations older than 90 days - none found to archive

The heartbeat task is complete. I should respond with a summary in plain text as requested.

text:
Heartbeat check complete for Saturday, March 7th, 2026 at 4:22 PM UTC:

**Email Check:** No new emails in queue for grant.

**Memory Maintenance:**
- Benchmark: 5.6% token savings (below 10% threshold)
- Session transcripts: 2,327 found (exceeds 100 threshold)
- Ran observe compression: Processed 3 new sessions, 695 total tracked

**Cleanup:**
- Checked for observations older than 90 days - none found to archive

All heartbeat tasks complete. No action items requiring immediate attention.

stopReason: stop