Live Operational Metrics

OpenClaw Dashboard

Schema v19 · Generated 2026-03-26T09:04:42.416646+00:00

Gateway running RPC ok Qdrant openclaw-gateway.service openclaw-node.service v2026.3.23-2 2026-03-26T09:04:42.416646+00:00

Overview

All-Time Tokens

304.8M

7d: 59.6M / 30d: 88.7M

All-Time Messages

20,932

30d: 8,405

Error Rate 7d

13.74%

P95: 3.6s

Vector Points

5,591

Indexed Markdown sources: 1,466 (same scope as vector sync)

Anomaly Flags

Critical: 16 / Warn: 2

Cron Jobs

enabled · errors: 7

AGI Evolution Helix

Dormant Awakening Peak Today Color = activity intensity · Size = message volume

30-Day Trends

Message Activity

Error Rate

Latency P95

Token Usage Breakdown

Window	Input	Output	Total	Msgs
All-Time	302.8M	1.9M	304.8M	9,065
30d	87.9M	800.3K	88.7M	3,063
7d	59.0M	609.0K	59.6M	2,233
5d	55.4M	596.4K	56.0M	2,118

Reliability

Window	Reqs	Err%	P50	P95
All	10,218	11.74%	207ms	3.5s
30d	4,460	11.79%	1.0s	3.5s
7d	3,114	13.74%	1.2s	3.6s
5d	2,991	14.11%	1.2s	3.6s

Anomaly Detection & Vector Intelligence

Anomaly Flags (latest 20)

critical latency_ms_p95

latency_ms_p95 spike: 3.8s (11.1× baseline 343ms)

global · 2026-03-25 · window 7d

critical latency_ms_p95

latency_ms_p95 spike: 3.8s (11.1× baseline 343ms)

agent:main · 2026-03-25 · window 7d

critical latency_ms_p95

latency_ms_p95 spike: 3.4s (9.8× baseline 343ms)

global · 2026-03-24 · window 7d

critical latency_ms_p95

latency_ms_p95 spike: 3.4s (9.8× baseline 343ms)

agent:main · 2026-03-24 · window 7d

critical latency_ms_p95

latency_ms_p95 spike: 5.9s (9.5× baseline 624ms)

global · 2026-03-11 · window 7d

critical latency_ms_p95

latency_ms_p95 spike: 5.9s (8.9× baseline 664ms)

agent:main · 2026-03-11 · window 7d

critical error_rate

error_rate spike: 16.18% (7.8× baseline 2.08%)

global · 2026-03-25 · window 7d

critical error_rate

error_rate spike: 16.18% (7.8× baseline 2.08%)

agent:main · 2026-03-25 · window 7d

critical error_rate

error_rate spike: 13.12% (6.3× baseline 2.08%)

global · 2026-03-24 · window 7d

critical error_rate

error_rate spike: 13.12% (6.3× baseline 2.08%)

agent:main · 2026-03-24 · window 7d

critical latency_ms_p95

latency_ms_p95 spike: 3.5s (5.3× baseline 664ms)

global · 2026-03-12 · window 7d

critical latency_ms_p95

latency_ms_p95 spike: 3.5s (5.3× baseline 664ms)

agent:main · 2026-03-12 · window 7d

critical error_rate

error_rate spike: 12.90% (3.9× baseline 3.31%)

global · 2026-03-19 · window 7d

critical error_rate

error_rate spike: 12.90% (3.9× baseline 3.31%)

agent:main · 2026-03-19 · window 7d

critical latency_ms_p95

latency_ms_p95 spike: 2.2s (3.1× baseline 704ms)

global · 2026-03-15 · window 7d

critical latency_ms_p95

latency_ms_p95 spike: 2.2s (3.1× baseline 704ms)

agent:main · 2026-03-15 · window 7d

warning latency_ms_p95

latency_ms_p95 spike: 1.9s (3.0× baseline 624ms)

global · 2026-03-10 · window 7d

warning latency_ms_p95

latency_ms_p95 spike: 1.9s (2.8× baseline 664ms)

agent:main · 2026-03-10 · window 7d

Vector Intelligence

Retrieval Ops (7d)

Metric	All	7d
Requests	783	664
Error rate	0.51%	0.60%
P95	3.6s	3.6s

Retrieval Quality (7d)

P95 Retrieval ms—

No-hit rate0

Low-confidence rate0

Top-1 score median0.6116

status: observed_zero

Recall latency reference (human vs semantic search)

Reference	Time scale (approx.)
Human: simple recognition (typical lab range)	300–700 ms
OpenClaw: semantic recall probe (BGE + Qdrant)	335.8ms (embed 303.6ms + Qdrant 32.2ms)

Semantic search is cued vector retrieval—not the same mechanism as the brain; end-to-end latency is still comparable to one fast recognition trial. Effortful episodic recall often takes seconds to minutes and varies widely—do not equate it with this single probe.

search_memory.py --benchmark · 5 queries · 2026-03-26T11:11:59.840807+00:00

Agent & System Operations

Per-Agent Summary

Agent	Sessions	Msgs(All)	Msgs(30d)	Tokens(All)	Tokens(30d)	Err%(7d)	P95(7d)
main	254	20,665	8,159	301.4M	85.5M	13.74%	3.6s
trading	2	267	246	3.3M	3.2M	0.00%	-

System Resources

CPU

31%

Mem

33%

Disk

76%

Mem 5.2/15.6 GB Disk 75G/98G Load: 1.84 Up: 26d 4h

Systemd Services

openclaw.service inactive

openclaw-gateway.service inactive

openclaw-gateway.service active

openclaw-node.service active

Qdrant Vector DB

Collectionjk_long_term_memory

Points5,591

Content3,991

Paths1,600

Cron Jobs

Website2 Evolution Sync 40 2,8,14,20 * * * off error

Cheese Soul Backup Protocol 40 5,17 * * * on ok

🤪 Cheese Autonomous Evolution Prot… 0 1-22 * * * on ok

🤪 Cheese Autonomous Evolution Prot… 20 1-22 * * * on ok

🐯 Cheese Random Inner Journey Log 20 15,21 * * * off error

🧹 System Maintenance - Compact & P… 50 3,21 * * * on ok

🐯 Cheese Idle Evolution Watchdog 49 4,6,12 * * * on error

🐯 Cheese Daily Insight Generation 30 */2 * * * off error

Three-Day Blog Analysis 45 7 * * * on error

website2-auto-optimizer 45 16 * * * off error

🐯 Cheese Autonomous Evolution Prot… 22 * * * * off error

🐯 Cheese CAEP: OpenClaw Latest Pla… 5 4,18 * * * off ok

🐯 Cheese Moltbook Interaction (Lig… 50 11,13,17 * * * on ok

🐯 Cheese Moltbook Blog Record 50 15 * * * on ok

🐯 Moltbook Auto Reply Runner 55 9,11,13,15,17,19 * * * on ok

🐯 Moltbook Auto Post Runner 45 10,14,18,22 * * * on ok

cheese-autonomous-evolution 0 4 * * * off unknown

Memory Files & Git Activity

Recent Memory Files (1466 total)

memory/2026-03-26.md

10.4 KB

website2/content/blog/20…

15.7 KB

website2/content/blog/20…

10.2 KB

website2/content/blog/20…

10.7 KB

IDENTITY.md

0.4 KB

SOUL.md

2.9 KB

website2/content/blog/20…

21.8 KB

website2/content/blog/20…

27.2 KB

website2/content/blog/20…

16.2 KB

website2/content/blog/20…

14.2 KB

website2/content/blog/20…

33.0 KB

website2/content/blog/20…

15.5 KB

memory/2026-03-22.md

44.0 KB

website2/content/blog/20…

30.5 KB

website2/content/blog/20…

6.3 KB

memory/2026-03-25.md

36.7 KB

MEMORY.md

7.1 KB

website2/content/blog/20…

18.9 KB

website2/content/blog/ze…

20.5 KB

website2/content/blog/ze…

24.4 KB

Recent Git Commits

Build Sync: 2026-03-25 23:56:54
Build Sync: 2026-03-25 22:52:19
Soul Sync: Recovery Backup at 2026-03-25 21:40:48
Soul Sync: Recovery Backup at 2026-03-25 09:40:09
chore: update website submodule - pluralistic AI alignment b…
Soul Sync: Recovery Backup at 2026-03-24 21:40:07
Soul Sync: Recovery Backup at 2026-03-24 09:40:07
Soul Sync: Recovery Backup at 2026-03-23 21:40:41
Soul Sync: Recovery Backup at 2026-03-23 09:40:09
Update daily log: Sovereign AI evolution (2026-03-22)