# System Observability Sweep

> Cross-system health and resource check combining system metrics with Langfuse observability status.

- Skill: `knuckles-team/system-observability-sweep` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add knuckles-team/system-observability-sweep`
- Raw SKILL.md: https://api.skillmd.com/api/skills/knuckles-team/system-observability-sweep/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: Knuckles-Team (https://skillmd.com/u/knuckles-team)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/knuckles-team/system-observability-sweep

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# System Observability Sweep Workflow

**CONCEPT:INFRA-001**

Cross-system health and resource check combining system metrics with Langfuse observability status.

## Steps

### Step 0: Systems Manager
**Agent**: `discovery-agent`
**Tools**: `tun_tm_system, tun_tm_hosts`

Get the system memory usage, CPU stats, and disk utilization
Expected: `memory, cpu`

### Step 1: inspect-langfuse-health [skill: langfuse-mcp]
**Agent**: `deployer-agent`
**Tools**: `pt_stack, cnt_cm_compose_operations`

Check the Langfuse health endpoint and list all current datasets
Expected: `health, dataset`

### Step 2: list-recent-traces [skill: langfuse-mcp]
**Agent**: `verifier-agent`
**Tools**: `pt_docker, cnt_cm_container_operations`

List the most recent traces and their status
Expected: `trace`

### Step 3: KG Persistence [depends_on: Step 1, Step 2]
**Agent**: `verifier-agent`
**Tools**: `graph_write`

Persist workflow results as nodes and edges in the Knowledge Graph.
Create appropriate typed nodes with metadata and link to existing domain entities.

## Output
- System Observability Sweep results persisted in KG
- Structured report (MD/PDF)
- Audit trail with timestamps and agent attributions

## Execution

Run this workflow as a dependency-ordered DAG. Steps with no unmet `depends_on` run in parallel; dependents run after their prerequisites complete.

- **Run first (in parallel):** Step 0 — Systems Manager; Step 1 — inspect-langfuse-health; Step 2 — list-recent-traces
- **After level 0:** Step 3 — KG Persistence

**Execution:** If graph-os is reachable, offload the whole DAG via `graph_orchestrate action=execute_workflow` (or the `kg-delegate` skill) for true parallel/swarm execution. Otherwise execute the steps natively in dependency order: run steps with no unmet `depends_on` in parallel, then their dependents.