[cron:47554b42-6db0-424d-b74e-cd3f51d8a212 grant-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 — 8:51 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.


The user is asking me to run a heartbeat check. I need to:
1. Read HEARTBEAT.md
2. Check if there are any actionable tasks
3. If nothing to do, reply with NO_REPLY (NOT HEARTBEAT_OK as the instruction says)

Wait, the instruction says "Do NOT say HEARTBEAT_OK" but also says "If nothing to do, reply with NO_REPLY." This seems contradictory to the general instruction that says to reply with HEARTBEAT_OK for heartbeats when nothing needs attention.

Let me re-read: "If nothing to do, reply with NO_REPLY. Do NOT say HEARTBEAT_OK."

This is a specific override for this cron task. So I should:
- Read HEARTBEAT.md
- If actionable tasks exist, execute them and report
- If nothing to do, reply with ONLY "NO_REPLY"

Let me read HEARTBEAT.md first.


# 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Review observations/ folder for outdated entries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/


The HEARTBEAT.md lists three 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 each of these:

1. First, check the email queue
2. Then check the claw-compactor benchmark
3. Check for observations to archive

Let me start with checking the email queue since that's typically the most actionable.

exec

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

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

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


No grant emails found


=== claw-compactor Performance Report ===
Date: 2026-03-07
Engine: tiktoken
Files: 40

Step                   |   Before |    After |  Saved |      %
----------------------------------------------------------
Rule Engine            |   18,399 |   17,519 |    880 |   4.8%
Dictionary Compress    |   17,519 |   17,492 |     27 |   0.2%
RLE Patterns           |   17,492 |   17,454 |     38 |   0.2%
Tokenizer Optimize     |   17,454 |   17,360 |     94 |   0.5%
----------------------------------------------------------
TOTAL (memory)         |   18,399 |   17,360 |  1,039 |   5.6%

💰 Total savings: 1,039 tokens (5.6%)

Session Transcripts: 2337 files found

Recommendations:
  - Run 'compress' to apply rule engine savings
  - Run 'observe' to compress 2337 session transcript(s)


(no output)


Let me analyze the results:

1. **Email Check**: No emails for grant in the queue. ✓ Nothing to do.

2. **Claw-compactor Benchmark**:
   - Savings: 5.6% (less than 10% threshold)
   - Session transcripts: 2337 files (greater than 100 threshold)
   - The condition says: "If savings > 10% OR session transcripts > 100: run full compression"
   - Session transcripts are 2337, which is > 100, so I should run compression

3. **Cleanup Threshold**: No observations older than 90 days found. ✓ Nothing to do.

So I have one actionable task: Run full compression because session transcripts > 100.

Let me run the compression now.

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


/home/crogers2287/.openclaw/agents/grant/7206-whalens-settlement-2026-03-02.md: 748 → 748 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/AGENTS.md: 1393 → 1393 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/EVENTS.md: 46 → 46 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/HEARTBEAT.md: 153 → 153 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/IDENTITY.md: 155 → 155 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/MARANDA-BRIEFING.md: 1852 → 1852 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/MEMORY.md: 1262 → 1262 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/SOUL.md: 1164 → 1164 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/TASKS.md: 396 → 396 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/TODO.md: 31 → 31 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/TOOLS.md: 523 → 523 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/USER.md: 375 → 375 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/blog_roundup_2026-02-14.md: 482 → 482 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/dashboard/reference.md: 1397 → 1397 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/dashboard/tax-strategy.md: 5853 → 5853 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/learnings/LEARNINGS.md: 41 → 41 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2025-02-15.md: 767 → 767 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-14.md: 174 → 174 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-15-2141.md: 58 → 58 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-15-2217.md: 61 → 61 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-15.md: 554 → 554 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-16.md: 936 → 936 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-19.md: 259 → 259 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-20.md: 91 → 91 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-21.md: 215 → 215 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-22.md: 237 → 237 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-23.md: 383 → 383 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-24.md: 197 → 197 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-25.md: 147 → 147 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-26.md: 124 → 124 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-27.md: 200 → 200 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-28-maintenance.md: 106 → 106 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-28-security-audit.md: 475 → 475 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-02-28.md: 375 → 375 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-03-01.md: 122 → 122 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-03-02.md: 169 → 169 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-03-04.md: 281 → 281 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-03-05.md: 79 → 79 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-03-06.md: 76 → 76 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/2026-03-07.md: 585 → 585 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/dailies/2025-02-15.md: 767 → 767 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/dailies/2026-02-14.md: 174 → 174 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/dailies/2026-02-15-2141.md: 58 → 58 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/dailies/2026-02-15-2217.md: 61 → 61 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/dailies/2026-02-15.md: 554 → 554 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/dailies/2026-02-16.md: 1019 → 1019 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/dailies/2026-02-19.md: 266 → 266 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/espclawnode-v1.md: 1514 → 1514 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/magoo_urls.md: 317 → 317 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/observations/008dc5d1-e355-4965-9bb2-f8278804d2bb.md: 31 → 31 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/observations/00954abb-40fb-4a13-b2cc-2d88c07c80a3.md: 125 → 125 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/observations/00a1b66b-d472-4cd8-8730-34747c44a178.md: 31 → 31 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/observations/00d7cc8f-8867-4917-a3be-836ba949e0de.md: 31 → 31 tokens (saved 0)
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/home/crogers2287/.openclaw/agents/grant/memory/observations/ff2b78a3-d1a4-4aa0-9c27-b203a6569b4e.md: 179 → 179 tokens (saved 0)
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/home/crogers2287/.openclaw/agents/grant/memory/reference/tools/media-server.md: 272 → 272 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/reference/tools/ssh-hosts.md: 71 → 71 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/memory/reference/tools/vision-models.md: 129 → 129 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/observations/2026-02-28.md: 318 → 318 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/observations/2026-03-01.md: 140 → 140 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/observations/2026-03-06.md: 148 → 148 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/projects/workout-buddy/PROJECT.md: 1820 → 1820 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/projects/workout-buddy/README.md: 1321 → 1321 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/projects/workout-buddy/SETUP.md: 1566 → 1566 tokens (saved 0)
/home/crogers2287/.openclaw/agents/grant/quick_reference.md: 1301 → 1301 tokens (saved 0)

Total: 144710 → 144487 tokens (saved 223)


Compression ran. Summary:
- Memory files: Minimal savings (223 tokens total from 144,710)
- Observations older than 90 days: None found
- Email queue: Empty

The session transcript compression wasn't done - I ran `compress` on memory files, not `observe` on session transcripts. The benchmark showed 2337 session transcripts and recommended running 'observe'. Let me check if there's an observe command to run.

python3 /home/crogers2287/claw-compactor/scripts/mem_compress.py --help 2>&1 | head -40


usage: mem_compress.py [-h]
                       workspace
                       {compress,estimate,dedup,tiers,audit,observe,dict,optimize,full,benchmark,install}
                       ...

claw-compactor: workspace memory compression toolkit

positional arguments:
  workspace             Workspace directory path
  {compress,estimate,dedup,tiers,audit,observe,dict,optimize,full,benchmark,install}
    compress            Rule-based compression
    estimate            Token estimation
    dedup               Duplicate detection
    tiers               Generate tiered summaries
    audit               Workspace audit
    observe             Compress session transcripts
    dict                Dictionary compression
    optimize            Tokenizer optimization
    full                Run complete pipeline
    benchmark           Performance benchmark
    install             Install heartbeat auto-compression

options:
  -h, --help            show this help message and exit


There's an `observe` command that compresses session transcripts. The benchmark showed 2337 session transcripts. I should run this to compress them.

python3 /home/crogers2287/claw-compactor/scripts/mem_compress.py /home/crogers2287/.openclaw/agents/grant observe 2>&1 | tail -30


Processed 1 new session(s), 706 total tracked.