openclaw-monitor

name	openclaw-monitor
description	Monitor Foundups Agent system health, WRE metrics, and DAE status
user-invocable	true
command-dispatch	tool
command-tool	bash
command-arg-mode	raw
category	workflow
evals	[]

OpenClaw Monitor Skill

Real-time monitoring of the Foundups Agent system through WRE and AI Overseer.

System Status

cd O:/Foundups-Agent && python -c "
import asyncio
from modules.communication.moltbot_bridge.src.openclaw_dae import OpenClawDAE
dae = OpenClawDAE()
print(asyncio.run(dae.process('Show system status and health', 'monitor', 'openclaw')))
"

WRE Metrics

cd O:/Foundups-Agent && python -c "
from modules.infrastructure.wre_core.wre_master_orchestrator.src.wre_master_orchestrator import WREMasterOrchestrator
import json
wre = WREMasterOrchestrator()
print(json.dumps(wre.get_metrics(), indent=2))
"

Skill Statistics

Check execution history and pattern fidelity for any WRE skill:

cd O:/Foundups-Agent && python -c "
from modules.infrastructure.wre_core.wre_master_orchestrator.src.wre_master_orchestrator import WREMasterOrchestrator
import json
wre = WREMasterOrchestrator()
stats = wre.get_skill_statistics('{skill_name}', days=7)
print(json.dumps(stats, indent=2))
"

OpenClaw DAE Health

cd O:/Foundups-Agent && python -c "
from modules.communication.moltbot_bridge.src.openclaw_dae import OpenClawDAE
dae = OpenClawDAE()
print(f'State: {dae.state}')
print(f'Coherence: {dae.coherence}')
print(f'WRE loaded: {dae.wre is not None}')
print(f'Permissions loaded: {dae.permissions is not None}')
print(f'Overseer loaded: {dae.overseer is not None}')
if dae.wre:
    print(f'WRE plugins: {list(dae.wre.plugins.keys())}')
    print(f'WRE patterns: {len(dae.wre.pattern_memory.patterns)}')
"

Self Research Refresh

Refresh the system's own understanding of what to update next:

cd O:/Foundups-Agent && python scripts/refresh_self_research.py

Primary report:

• modules/communication/moltbot_bridge/workspace/reports/openclaw_self_research_status.json

This consolidates:

• HoloIndex freshness and refresh attempts
• WSP compliance findings
• daemon self-audit recurrence
• grant watchlist changes and errors
• OpenClaw ecosystem watchlist changes and errors
• ranked autonomous tasks written into AgentDB

Refresh the external ecosystem signal watchlist directly:

cd O:/Foundups-Agent && python scripts/refresh_openclaw_ecosystem_watchlist.py

What Gets Monitored

Component	Status Source	Checks
WRE Master Orchestrator	wre.get_metrics()	State, coherence, patterns, plugins
Libido Monitor	wre.libido_monitor	Pattern frequency, throttle status
Pattern Memory	wre.sqlite_memory	Outcome storage, fidelity scores
Skills Loader	wre.skills_loader	Discovered skills count
AI Overseer	dae.overseer	Agent coordination status
Permission Manager	dae.permissions	Autonomy tier enforcement