[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 — 6:49 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.


I need to read HEARTBEAT.md to see what tasks need to be done for this heartbeat check. The user is running a cron heartbeat job and wants me to execute any actionable tasks found, or reply with NO_REPLY if nothing needs attention.


# 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Review observations/ folder for outdated entries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 shows I need to:

1. Check claw-compactor benchmark
2. Check for email in `/opt/agentmail/queue/` for `*_grant.json` files
3. Archive observations older than 90 days

Let me do these tasks in order:
1. First check the email queue (most actionable)
2. Then check the claw-compactor benchmark
3. Then check for old observations

Let me start by checking the email queue.

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/observations -type f -name "*.md" -mtime +90 2>/dev/null | head -20


No grant emails found


=== 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: 2309 files found

Recommendations:
  - Run 'compress' to apply rule engine savings
  - Run 'observe' to compress 2309 session transcript(s)


(no output)


Results:
1. No grant emails found - no action needed
2. Claw-compactor benchmark shows:
   - 5.4% savings on memory files (below 10% threshold)
   - But 2309 session transcripts found - the rule says "If savings > 10% OR session transcripts > 100: run full compression"
   - 2309 > 100, so I should run full compression
3. No observations older than 90 days found (empty output)

So the actionable task is to run full compression on session transcripts since there are 2309 of them (exceeds the 100 threshold).

Let me run the compression on session transcripts.

python3 /home/crogers2287/claw-compactor/scripts/mem_compress.py /home/crogers2287/.openclaw/agents/grant observe --max-files 100 2>&1


usage: mem_compress.py [-h]
                       workspace
                       {compress,estimate,dedup,tiers,audit,observe,dict,optimize,full,benchmark,install}
                       ...
mem_compress.py: error: unrecognized arguments: --max-files 100

(Command exited with code 2)


The command failed. Let me check the correct syntax for the observe command.

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


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


OK, so the observe command doesn't have a --max-files option. Let me run it without that option. Since there are 2309 transcripts, this might take a while, so I'll set a reasonable timeout.

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


Processed 1 new session(s), 675 total tracked.


The observe command only processed 1 new session. Let me check if there's a "full" command that might process all the session transcripts, or if I need to run something else.

Let me check what the "full" command does.

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


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

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


Let me try running the full compression which should apply all compression steps.

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


Before: 16,908 tokens
Processed 0 new session(s), 675 total tracked.
  compress: processed 716 files
  dict: 85 entries
  dedup: [{'indices': [73, 5104], 'similarity': 1.0}, {'indices': [74, 5105], 'similarity': 1.0}, {'indices': [75, 5106], 'similarity': 1.0}, {'indices': [76, 5107], 'similarity': 1.0}, {'indices': [77, 5108], 'similarity': 1.0}, {'indices': [78, 5109], 'similarity': 1.0}, {'indices': [79, 5110], 'similarity': 1.0}, {'indices': [212, 845], 'similarity': 0.75}, {'indices': [214, 850], 'similarity': 0.6667}, {'indices': [215, 853], 'similarity': 0.8}, {'indices': [217, 847], 'similarity': 0.75}, {'indices': [243, 527, 5541], 'similarity': 0.7143}, {'indices': [326, 5605], 'similarity': 0.875}, {'indices': [329, 5608], 'similarity': 0.8571}, {'indices': [451, 5090], 'similarity': 1.0}, {'indices': [452, 5091], 'similarity': 1.0}, {'indices': [453, 5092], 'similarity': 1.0}, {'indices': [454, 5093], 'similarity': 1.0}, {'indices': [455, 5094], 'similarity': 1.0}, {'indices': [471, 1082, 1459], 'similarity': 1.0}, {'indices': [472, 1083, 1460], 'similarity': 1.0}, {'indices': [473, 1084, 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0.8125}, {'indices': [1986, 2387, 3192, 3921, 4491, 4587], 'similarity': 0.9429}, {'indices': [1988, 3924], 'similarity': 0.6}, {'indices': [1996, 2402, 3280], 'similarity': 0.6667}, {'indices': [2046, 2047], 'similarity': 0.6111}, {'indices': [2077, 2558], 'similarity': 0.625}, {'indices': [2118, 4479], 'similarity': 0.6842}, {'indices': [2127, 5005], 'similarity': 0.75}, {'indices': [2131, 2200, 2280, 2398, 2482, 2681, 3222, 3261, 3288, 3324, 3414, 3869, 4364, 4503, 4532, 5015, 5049, 5064, 5083], 'similarity': 0.7143}, {'indices': [2132, 2281, 2399, 3251, 4365, 4504, 4547, 5016, 5065], 'similarity': 0.75}, {'indices': [2134, 2285, 2451], 'similarity': 0.7076}, {'indices': [2138, 3313], 'similarity': 1.0}, {'indices': [2151, 3023], 'similarity': 0.6}, {'indices': [2190, 2273, 3243], 'similarity': 0.6713}, {'indices': [2230, 3007], 'similarity': 1.0}, {'indices': [2234, 3248, 5048, 5062], 'similarity': 0.8182}, {'indices': [2252, 2597], 'similarity': 0.6765}, {'indices': [2324, 3103, 5006, 5043], 'similarity': 1.0}, {'indices': [2351, 4247], 'similarity': 0.64}, {'indices': [2388, 3193, 3922, 4053, 4492, 4592], 'similarity': 0.92}, {'indices': [2389, 4054, 4493], 'similarity': 1.0}, {'indices': [2391, 3253, 4457], 'similarity': 0.7157}, {'indices': [2397, 3259, 3323, 3868, 4362, 4501, 4531, 4545], 'similarity': 0.9683}, {'indices': [2435, 2734], 'similarity': 1.0}, {'indices': [2457, 3084], 'similarity': 0.6364}, {'indices': [2529, 3113], 'similarity': 1.0}, {'indices': [2538, 2649], 'similarity': 0.6}, {'indices': [2565, 3491], 'similarity': 0.6}, {'indices': [2674, 2720, 2838], 'similarity': 0.8182}, {'indices': [2675, 3286, 4462], 'similarity': 1.0}, {'indices': [2682, 3262], 'similarity': 0.625}, {'indices': [2701, 4546], 'similarity': 1.0}, {'indices': [2736, 3472], 'similarity': 1.0}, {'indices': [2759, 3925], 'similarity': 1.0}, {'indices': [2781, 3199, 3201, 3215, 3245, 3254, 4358, 4459, 5058], 'similarity': 0.9625}, {'indices': [2783, 4052], 'similarity': 0.6}, {'indices': [2832, 4541], 'similarity': 0.6667}, {'indices': [2866, 4241], 'similarity': 0.6522}, {'indices': [2868, 3534], 'similarity': 0.8667}, {'indices': [3102, 5042], 'similarity': 0.6}, {'indices': [3130, 3391], 'similarity': 0.6842}, {'indices': [3132, 3533, 5035], 'similarity': 0.6667}, {'indices': [3220, 3812], 'similarity': 0.6}, {'indices': [3537, 4992], 'similarity': 1.0}, {'indices': [3585, 3587], 'similarity': 0.7273}, {'indices': [3813, 4508], 'similarity': 1.0}, {'indices': [3904, 4384], 'similarity': 1.0}, {'indices': [4045, 4063, 4525], 'similarity': 0.7168}, {'indices': [4254, 4449], 'similarity': 1.0}, {'indices': [4865, 4867], 'similarity': 0.8}, {'indices': [4934, 4936], 'similarity': 0.6667}, {'indices': [5124, 5132], 'similarity': 1.0}, {'indices': [5126, 5134], 'similarity': 1.0}, {'indices': [5262, 5315], 'similarity': 0.6}, {'indices': [5294, 5473], 'similarity': 1.0}, {'indices': [5364, 5506], 'similarity': 1.0}] groups found
  tiers: 326 sections analyzed
After: 16,908 tokens
Tokens saved: 0 (0%)


The full compression ran, but it shows 0 tokens saved. It looks like the memory files are already compressed and the session transcripts only had 1 new session to process.

Let me check what the actual status is - the benchmark earlier showed 2309 session transcripts, but the full compression only processed 1 new session. This suggests that most of those transcripts have already been tracked and processed previously.

Summary of heartbeat actions:
1. ✅ Email check - no grant emails found
2. ✅ Claw-compactor - ran full compression (session transcripts already tracked, only 1 new)
3. ✅ Observations cleanup - no files older than 90 days

Everything is up to date. I should report this summary.

**Heartbeat Summary — March 7, 2026 6:49 AM UTC**

**Email Queue:** No grant emails pending in `/opt/agentmail/queue/`

**Memory Compression (claw-compactor):**
- Benchmark: 5.4% savings on memory files (below 10% threshold)
- Session transcripts: 2,309 total, 675 tracked, 1 new processed
- Ran full compression — 716 files processed, deduplication found 200+ duplicate groups
- Result: Already optimized, 0 additional tokens saved

**Observations Cleanup:** No files older than 90 days to archive

**Status:** All maintenance tasks current. No action required.