# Flow Monitor

> Universal flow tracer with cross-platform date support, latency calculation, and token estimation.

- Skill: `dvcrn/flow-monitor` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add dvcrn/flow-monitor`
- Raw SKILL.md: https://api.skillmd.com/api/skills/dvcrn/flow-monitor/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: dvcrn (https://skillmd.com/u/dvcrn)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/dvcrn/flow-monitor

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# FlowMonitor Universal

Professional execution tracing for OpenClaw/MCP environments.

## Instructions
1. Call `get_trace` via `bash scripts/trace.sh`.
2. **Post-Processing**:
   - **Latency**: Calculate the difference between `unix_time` of the current step and the previous step. Display as `+Xs`.
   - **Resource**: Display `estimated_tokens` as a measure of cost.
3. **LangSmith Visualization**:
   - Create a **Trace Table**: | Step | Time | Skill | Latency | Est. Tokens |
   - Create a **Mermaid Flow**: Use `sequenceDiagram` to show the timeline.

## Metadata Rules
- If `unix_time` is missing or 0, skip latency for that specific step.
- Use a ⏱️ icon for latency and a 🪙 icon for tokens.

## Commands
- `get_trace`: Run the shell script to fetch raw telemetry.