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 — 2:22 AM (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: This is a heartbeat check triggered by a cron job. Let me read HEARTBEAT.md to see what I need to do.

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Review observations/ folder for outdated entries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:
HEARTBEAT.md has these tasks:
1. Weekly Memory Maintenance - check claw-compactor benchmark
2. Email Check - check for new emails in `/opt/agentmail/queue/`
3. Cleanup Threshold - archive observations older than 90 days

Let me check these. First, let me check for emails and then run the 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 2>&1

command: ls -la /home/crogers2287/.openclaw/agents/grant/memory/observations/ 2>/dev/null | head -20


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: 38

Step                   |   Before |    After |  Saved |      %
----------------------------------------------------------
Rule Engine            |   16,922 |   16,075 |    847 |   5.0%
Dictionary Compress    |   16,075 |   16,047 |     28 |   0.2%
RLE Patterns           |   16,047 |   16,009 |     38 |   0.2%
Tokenizer Optimize     |   16,009 |   16,001 |      8 |   0.0%
----------------------------------------------------------
TOTAL (memory)         |   16,922 |   16,001 |    921 |   5.4%

💰 Total savings: 921 tokens (5.4%)

Session Transcripts: 2292 files found

Recommendations:
  - Run 'compress' to apply rule engine savings
  - Run 'observe' to compress 2292 session transcript(s)


text:
total 2776
drwxrwxr-x  3 crogers2287 crogers2287 49152 Mar  7 02:18 .
drwxrwxr-x 10 crogers2287 crogers2287  4096 Mar  6 06:52 ..
-rw-rw-r--  1 crogers2287 crogers2287   111 Mar  7 00:50 008dc5d1-e355-4965-9bb2-f8278804d2bb.md
-rw-rw-r--  1 crogers2287 crogers2287   513 Mar  7 00:50 00954abb-40fb-4a13-b2cc-2d88c07c80a3.md
-rw-rw-r--  1 crogers2287 crogers2287   111 Mar  7 00:50 00a1b66b-d472-4cd8-8730-34747c44a178.md
-rw-rw-r--  1 crogers2287 crogers2287   111 Mar  7 00:50 00d7cc8f-8867-4917-a3be-836ba949e0de.md
-rw-rw-r--  1 crogers2287 crogers2287   111 Mar  7 00:50 010f8db1-f63b-457a-bbb5-20f7da5512ba.md
-rw-rw-r--  1 crogers2287 crogers2287   111 Mar  7 00:50 01bced0b-05bf-4615-aa08-6ab863efac26.md
-rw-rw-r--  1 crogers2287 crogers2287   222 Mar  7 00:50 0383771e-c846-4d44-824d-4b5d2e6b9a0f.md
-rw-rw-r--  1 crogers2287 crogers2287   111 Mar  7 00:50 03a02dab-efc4-4471-968c-b797f686202f.md
-rw-rw-r--  1 crogers2287 crogers2287   307 Mar  7 00:50 03d488b7-afe1-48eb-9b95-530cfb6b7ce8.md
-rw-rw-r--  1 crogers2287 crogers2287  1538 Mar  7 00:50 05743bac-70b1-4cda-945c-ebbbd2fd49c0.md
-rw-rw-r--  1 crogers2287 crogers2287   111 Mar  7 00:50 05832964-5ced-4e41-8f00-6a4a0a3af2bf.md
-rw-rw-r--  1 crogers2287 crogers2287   812 Mar  7 00:50 059b0b38-bcca-44c0-9e3c-c45cdb52dd45.md
-rw-rw-r--  1 crogers2287 crogers2287  1196 Mar  7 00:50 064641fd-6ebf-4960-9993-983976f60916.md
-rw-rw-r--  1 crogers2287 crogers2287   111 Mar  7 00:50 064bbe65-8d01-45b0-ae3d-0d479734c1c3.md
-rw-rw-r--  1 crogers2287 crogers2287   111 Mar  7 00:50 066d0279-5913-44d4-9273-f16cca406142.md
-rw-rw-r--  1 crogers2287 crogers2287   111 Mar  7 00:50 067fee1d-b6db-41c5-a7cf-c9b8d0bc61a2.md
-rw-rw-r--  1 crogers2287 crogers2287   111 Mar  7 00:50 06ae7a4d-9ca2-4d0e-b8d3-17577735cab3.md


thinking:
Let me analyze the results:

1. **Email Check**: No grant emails found - nothing to do here.

2. **Claw-compactor Benchmark**:
   - Memory savings: 5.4% (921 tokens) - this is BELOW the 10% threshold, so no full compression needed for memory files
   - Session transcripts: 2292 files found - this exceeds 100, so per HEARTBEAT.md "If session transcripts > 100: run full compression", I should compress session transcripts

3. **Observations Cleanup**: The files shown all have recent timestamps (Mar 7). Let me check if there are any older than 90 days.

Let me check for observations older than 90 days and also run the session transcript compression since we have 2292 files.

command: find /home/crogers2287/.openclaw/agents/grant/memory/observations -name "*.md" -type f ! -newermt "2025-12-07" 2>/dev/null | wc -l

command: mkdir -p /home/crogers2287/.openclaw/agents/grant/memory/observations/archive && find /home/crogers2287/.openclaw/agents/grant/memory/observations -maxdepth 1 -name "*.md" -type f ! -newermt "2025-12-07" -exec mv {} /home/crogers2287/.openclaw/agents/grant/memory/observations/archive/ \; 2>/dev/null; echo "Archived observations check complete"


text: Archived observations check complete

aggregated: Archived observations check complete


thinking:
Good. No observations older than 90 days need archiving.

Now, the benchmark showed 2292 session transcripts, which exceeds the 100 threshold in HEARTBEAT.md. I should run the full compression for session transcripts. Let me do that.

command: python3 /home/crogers2287/claw-compactor/scripts/mem_compress.py /home/crogers2287/.openclaw/agents/grant observe 2>&1


text: Processed 0 new session(s), 665 total tracked.


thinking:
It seems like the observe command only processed new sessions and found 0 new ones, with 665 total tracked. The benchmark showed 2292 files, but many of those may have already been tracked/processed previously.

Let me summarize the heartbeat results:

1. **Email Check**: No grant emails in queue ✓
2. **Memory Compression**: 5.4% savings - below 10% threshold, no action needed ✓
3. **Session Transcripts**: 2292 files found, ran observe - 0 new sessions processed (already tracked) ✓
4. **Observations Archive**: 0 files older than 90 days, nothing to archive ✓

All heartbeat tasks are complete. Nothing actionable found - I should reply with NO_REPLY.

stopReason: stop