Observability — community Observability, Personal-AI, community, ide skills

v1.0.0

About this Skill

Perfect for AI Agents needing real-time monitoring and performance tracking with WebSocket streaming. Real-time monitoring dashboard for PAI multi-agent activity. USE WHEN user says start observability, stop dashboard, restart observability, monitor agents, show agent activity, or needs to debug multi

blackpwnguin blackpwnguin
[0]
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Updated: 3/12/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reviewed Landing Page Review Score: 9/11

Killer-Skills keeps this page indexable because it adds recommendation, limitations, and review signals beyond the upstream repository text.

Original recommendation layer Concrete use-case guidance Explicit limitations and caution Quality floor passed for review Locale and body language aligned
Review Score
9/11
Quality Score
57
Canonical Locale
en
Detected Body Locale
en

Perfect for AI Agents needing real-time monitoring and performance tracking with WebSocket streaming. Real-time monitoring dashboard for PAI multi-agent activity. USE WHEN user says start observability, stop dashboard, restart observability, monitor agents, show agent activity, or needs to debug multi

Core Value

Empowers agents to track performance in real-time using WebSocket streaming, providing a dashboard UI and server API for easy access and monitoring of PAI multi-agent activity.

Ideal Agent Persona

Perfect for AI Agents needing real-time monitoring and performance tracking with WebSocket streaming.

Capabilities Granted for Observability

Monitoring agent performance in real-time
Debugging PAI multi-agent interactions
Analyzing agent activity with WebSocket streaming

! Prerequisites & Limits

  • Requires local server setup
  • Limited to PAI multi-agent activity monitoring

Source Boundary

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

After The Review

Decide The Next Action Before You Keep Reading Repository Material

Killer-Skills should not stop at opening repository instructions. It should help you decide whether to install this skill, when to cross-check against trusted collections, and when to move into workflow rollout.

Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is Observability?

Perfect for AI Agents needing real-time monitoring and performance tracking with WebSocket streaming. Real-time monitoring dashboard for PAI multi-agent activity. USE WHEN user says start observability, stop dashboard, restart observability, monitor agents, show agent activity, or needs to debug multi

How do I install Observability?

Run the command: npx killer-skills add blackpwnguin/Personal-AI/Observability. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for Observability?

Key use cases include: Monitoring agent performance in real-time, Debugging PAI multi-agent interactions, Analyzing agent activity with WebSocket streaming.

Which IDEs are compatible with Observability?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for Observability?

Requires local server setup. Limited to PAI multi-agent activity monitoring.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add blackpwnguin/Personal-AI/Observability. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use Observability immediately in the current project.

Upstream Repository Material

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

Upstream Source

Observability

Install Observability, an AI agent skill for AI agent workflows and automation. Review the use cases, limitations, and setup path before rollout.

SKILL.md
Readonly
Upstream Repository Material
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
Supporting Evidence

Agent Observability Dashboard

Real-time monitoring of PAI multi-agent activity with WebSocket streaming.

Quick Start

bash
1# Start server and dashboard 2~/.claude/skills/observability/manage.sh start 3 4# Stop everything 5~/.claude/skills/observability/manage.sh stop 6 7# Restart both 8~/.claude/skills/observability/manage.sh restart 9 10# Check status 11~/.claude/skills/observability/manage.sh status

Access Points

What It Monitors

Real-Time Tracking

  • Agent session starts/ends
  • Tool calls across all agents
  • Hook event execution
  • Session timelines and traces
  • WebSocket live updates

Data Sources

  • Primary: ~/.claude/history/raw-outputs/YYYY-MM/YYYY-MM-DD_all-events.jsonl
  • Format: JSONL with structured event data
  • Hooks: Events logged automatically by PAI hook system

Architecture

Stack:

  • Server: Bun + Express + TypeScript
  • Client: Vite + Vue + TypeScript
  • Storage: In-memory streaming (no database)
  • Protocol: WebSocket for real-time updates

Key Features:

  • Watch filesystem with automatic reload
  • Tail-follow for today's event file
  • Cache events in-memory
  • Broadcast WebSocket to all clients
  • No persistence (fresh start each launch)

When to Activate This Skill

  • "Start observability"
  • "Stop the dashboard"
  • "Restart observability"
  • "Monitor agents"
  • "Show agent activity"
  • "Observability status"
  • "Debug agent workflow"

Examples

Example 1: Start monitoring agents

User: "start observability"
→ Launches server on port 4000
→ Starts dashboard on port 5172
→ Opens browser to live agent activity view

Example 2: Debug a stuck workflow

User: "something's weird with my agents, show me what's happening"
→ Opens observability dashboard
→ Shows real-time tool calls across all agents
→ Reveals which agent is blocked or looping

Example 3: Check dashboard status

User: "is observability running?"
→ Runs manage.sh status
→ Reports server and client running state
→ Shows access URLs if active

Development

Server

bash
1cd ~/.claude/skills/observability/apps/server 2bun install 3bun run dev

Client

bash
1cd ~/.claude/skills/observability/apps/client 2bun install 3bun run dev

Troubleshooting

Dashboard not loading

  • Check server is running: curl http://localhost:4000/health
  • Check client is running: curl http://localhost:5172
  • Restart: ./manage.sh restart

No events showing

  • Verify events file exists: ~/.claude/history/raw-outputs/YYYY-MM/YYYY-MM-DD_all-events.jsonl
  • Check hooks are configured in ~/.claude/settings.json
  • Try triggering an event (use any tool or agent)

Port conflicts

  • Server uses: 4000
  • Client uses: 5172
  • Check nothing else is using these ports

Files

~/.claude/skills/observability/
├── SKILL.md                          # This file
├── manage.sh                         # Control script
├── apps/
│   ├── server/                       # Backend (Bun + Express)
│   │   ├── src/index.ts
│   │   └── package.json
│   └── client/                       # Frontend (Vite + Vue)
│       ├── src/
│       ├── package.json
│       └── vite.config.ts
└── scripts/                          # Utility scripts

Key Principles

  1. Real-time - Events stream as they happen
  2. Ephemeral - No persistence, in-memory only
  3. Simple - No database, no configuration
  4. Transparent - Full visibility into agent activity
  5. Unobtrusive - Doesn't interfere with PAI operation

Hook Integration

For the observability dashboard to receive events, configure your PAI hooks to log to: ~/.claude/history/raw-outputs/YYYY-MM/YYYY-MM-DD_all-events.jsonl

The capture-all-events.ts hook in ~/.claude/hooks/ handles this automatically.

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