type: custom

customType: model-snapshot

provider: anthropic

modelApi: anthropic-messages


type: message

role: user

type: text

text:
Read HEARTBEAT.md if it exists (workspace context). Follow it strictly. Do not infer or repeat old tasks from prior chats. If nothing needs attention, reply HEARTBEAT_OK.
Current time: Friday, March 6th, 2026 — 4:03 AM (UTC)


role: assistant

type: thinking

thinking:
This is a heartbeat check. Let me follow the protocol:

1. Read HEARTBEAT.md - it's already in the workspace context above
2. Follow it strictly
3. Do not infer or repeat old tasks
4. If nothing needs attention, reply HEARTBEAT_OK

Looking at HEARTBEAT.md:

```
# 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Review observations/ folder for outdated entries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/
```

I need to:
1. Check for email in `/opt/agentmail/queue/` for new `*_grant.json` files
2. Check if weekly memory maintenance is needed (check claw-compactor benchmark)
3. Check observations folder for cleanup

Let me start by checking the email queue.

text: I'll check the heartbeat tasks systematically.

exec

type: toolCall

command: ls -la /opt/agentmail/queue/*_grant.json 2>/dev/null | head -20

command: find /home/crogers2287/.openclaw/agents/grant/memory/observations -type f -mtime +90 2>/dev/null | wc -l

api: anthropic-messages

stopReason: toolUse


role: toolResult

toolName: exec

text: (no output)

status: completed


text:
=== claw-compactor Performance Report ===
Date: 2026-03-06
Engine: tiktoken
Files: 37

Step                   |   Before |    After |  Saved |      %
----------------------------------------------------------
Rule Engine            |   16,940 |   16,105 |    835 |   4.9%
Dictionary Compress    |   16,105 |   16,071 |     34 |   0.2%
RLE Patterns           |   16,071 |   16,033 |     38 |   0.2%
Tokenizer Optimize     |   16,033 |   15,837 |    196 |   1.2%
----------------------------------------------------------
TOTAL (memory)         |   16,940 |   15,837 |  1,103 |   6.5%

💰 Total savings: 1,103 tokens (6.5%)

Session Transcripts: 2226 files found

Recommendations:
  - Run 'compress' to apply rule engine savings
  - Run 'optimize' for tokenizer-level savings
  - Run 'observe' to compress 2226 session transcript(s)


thinking:
Let me check the results:

1. Email queue: No `*_grant.json` files found - nothing to process
2. Claw-compactor benchmark:
   - Memory files: 6.5% savings (below the 10% threshold)
   - Session transcripts: 2226 files found - this is WAY above 100
   - Recommendation: Run 'observe' to compress session transcripts
3. Observations folder: 0 files older than 90 days - no cleanup needed

The session transcripts are at 2226 files, which is well above the 100 threshold mentioned in HEARTBEAT.md. I should run the full compression on session transcripts.

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

Session transcripts are > 100, so I need to run compression.

text: Session transcripts are at **2,226 files** (threshold: 100). Running compression now.

command: cd /home/crogers2287/claw-compactor && python3 scripts/mem_compress.py /home/crogers2287/.openclaw/agents/grant observe --batch-size 500


text:
usage: mem_compress.py [-h]
                       workspace
                       {compress,estimate,dedup,tiers,audit,observe,dict,optimize,full,benchmark,install}
                       ...
mem_compress.py: error: unrecognized arguments: --batch-size 500

(Command exited with code 2)


thinking: Let me try without the batch-size argument.

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


text: Processed 3 new session(s), 619 total tracked.


thinking:
Good. The observe command processed 3 new sessions and is tracking 619 total. This is the session transcript compression complete. All heartbeat tasks are now complete:

1. ✅ Email check: No new emails
2. ✅ Memory compression: Session transcripts compressed (3 new processed, 619 total tracked)
3. ✅ Observations cleanup: No files > 90 days old

Everything is handled. Reply HEARTBEAT_OK.

stopReason: stop