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SStack Dashboard Integration

Emit JSONL ActivityEntry events for SStack orchestration monitoring.

Updated May 27, 2026
Search Tags:#dashboard#orchestration#agent monitoring#jsonl#event streaming#sstack#activity entries
One-click install
npx skills add https://github.com/ormastes/Spipe --skill sstack-dashboard-integration
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: SStack Dashboard Integration
Source: https://github.com/ormastes/Spipe/tree/main/doc/00_llm_process/skill_command/skills/claude/lib/sstack_dashboard
Command: npx skills add https://github.com/ormastes/Spipe --skill sstack-dashboard-integration

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

SStack can run orchestrations without clear visibility into what each agent is doing moment-to-moment, which makes debugging and progress tracking difficult.

Core Features & Use Cases

  • Room-grid live monitoring: Emits SStack activity events that the LLM Agent Dashboard renders as a room grid of agent cards.
  • JSONL event logging: Appends events to a shared JSONL file that a JsonlWatcher can ingest continuously.
  • Dual emission modes: Uses direct lightweight orchestrator events and an optional bridge for richer state transitions, so you can choose minimal overhead or deeper phase/transition detail.

Quick Start

Start the orchestrator and bridge (optional), then launch the dashboard pointed at the events directory to view SStack agents at http://localhost:3001.

Frequently Asked Questions about SStack Dashboard Integration

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

FAQPage Schema
How do I monitor agent activity during task orchestration in real time?▼

You can monitor agent activity in real time by emitting JSONL ActivityEntry events from your orchestration flows to a dashboard. This Skill appends schema-compatible events to a shared file for live visualization.

What is the best way to visualize orchestration events for multiple agents?▼

Visualizing orchestration events is done by rendering agent activity as a room grid of agent cards. The dashboard reads appended JSONL events keyed by agent_id to display current status across all agents.

How do I log task execution events like phase_start and task_complete to a JSONL file?▼

Task execution events are logged by writing append-only JSONL entries to the .agent/events/sstack.jsonl file. The Skill produces schema-compatible ActivityEntry fields for task_start, phase_start, phase_complete, and task_failed flows.

Do I need a dashboard bridge to track agent status transitions?▼

A dashboard bridge is optional for tracking agent status transitions. You can use direct lightweight orchestrator events for minimal overhead, or add the bridge to capture richer state transitions and deeper phase detail.

Can I use an LLM Agent Dashboard with SStack for task execution monitoring?▼

Yes, you can use an LLM Agent Dashboard with SStack by pointing it at your events directory. Launching the dashboard provides a live room grid view of your SStack agents at your local host.

Why does my orchestration lack visibility into individual agent progress?▼

Orchestration lacks agent visibility when event streaming is not configured to emit activity entries. SStack runs orchestrations without clear moment-to-moment progress tracking, making debugging difficult without proper event logging.

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