skills.rest
vTajae
vTajaeCOMMUNITY
Explore all skills by this author →
GitHub

Monitor Hand

Monitors OpenFang Agent OS health, budget, and API usage against thresholds.

Updated Aug 23, 2026
Search Tags:#monitoring#health check#budget#alerting#performance tracking#system stability
One-click install
npx skills add https://github.com/vTajae/0x000026 --skill monitor-hand
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Monitor Hand
Source: https://github.com/vTajae/0x000026/tree/main/crates/openfang-hands/bundled/monitor
Command: npx skills add https://github.com/vTajae/0x000026 --skill monitor-hand

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill proactively monitors the health and budget of the OpenFang Agent OS, ensuring system stability and cost efficiency by detecting and alerting on issues.

Core Features & Use Cases

  • Provider Health Monitoring: Tracks the status of all system providers, identifying outages or performance degradation.
  • Budget Monitoring: Monitors API usage against defined budget thresholds, alerting when limits are approached or exceeded.
  • Automated Alerting: Delivers timely notifications to configured channels for critical events.
  • Performance Tracking: Records and analyzes model performance metrics for optimization.
  • Use Case: Automatically receive an alert when a key API provider goes down or when your agent's spending exceeds 75% of its allocated budget.

Quick Start

Use the monitor hand to check the current system health and budget status.

Frequently Asked Questions about Monitor Hand

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I monitor API usage and system health for OpenFang Agent OS?▼

Monitor API usage by tracking provider availability and evaluating model performance against configured budget thresholds to ensure system stability and cost efficiency.

What is the best way to automate alerts for API budget overruns?▼

Automate alerts for API budget overruns by continuously monitoring API usage against defined budget thresholds and delivering timely notifications to configured channels when limits are exceeded.

How do I track provider availability and detect outages in OpenFang Agent OS?▼

Track provider availability by monitoring the status of all system providers to identify outages or performance degradation and automate alerts for critical system issues.

Can I receive automated alerts when my agent's spending exceeds a specific budget percentage?▼

Yes, you can receive automated alerts when agent spending exceeds a specific budget percentage by configuring budget thresholds that trigger timely notifications to designated channels.

How do I analyze model performance metrics for optimization in OpenFang?▼

Analyze model performance metrics for optimization by recording and evaluating performance tracking data to identify areas for system improvement and cost efficiency.

Related Skills

Explore More Software Engineering Skills→
kinnerkarmanishkinnerkarmanish

stats

Track workspace growth, connections, throughput, health, and budget usage.

Community
Advanced
sfc-gh-miwhitakersfc-gh-miwhitaker
3

cortex-ai-cost-controls

Manage and visualize AI cost metrics in a Snowflake-based Streamlit dashboard.

Community
Advanced
vellum-aivellum-ai
1.0k

notifications

Route user-facing alerts through a unified notification pipeline with deduplication and audit logging.

Official
Intermediate
alexradunetalexradunet
10

os-operations

Inspect, manage, and remediate Bloom OS services, containers, and bootc updates.

Community
Intermediate