# Observe Demo

> Built-in Observability Lab demo skill used to verify that a plugin-shipped skill can guide the agent to call its tool correctly.

- Skill: `knownasnaffy/observe-demo` (Agent Skill)
- Install (CLI): `npx skillmds@latest add knownasnaffy/observe-demo`
- Raw SKILL.md: https://api.skillmd.com/api/skills/knownasnaffy/observe-demo/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: knownasnaffy (https://skillmd.com/u/knownasnaffy)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/knownasnaffy/observe-demo

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# Observe Demo

Use this skill when the user wants to verify that a plugin-shipped skill really loads and that the agent can call the expected tool because of the skill.

## What this skill demonstrates

- the skill is packaged with an OpenClaw plugin
- it automatically gets the `/observe_demo` command entrypoint
- it does not directly map the slash command to a tool
- the agent should read the skill first and then decide to call the tool

## Execution requirements

You must call the `observe_demo_echo` tool first, then produce the final reply from the tool result.

When calling the tool:

- use `observe_demo` for `commandName`
- use `observe-demo` for `skillName`
- use the user's raw text as `command`

## Final reply requirements

The final reply should be short and must include at least:

1. plugin id `observability-lab`
2. skill name `observe-demo`
3. the user's original input
4. a note that the result came from the agent proactively calling the tool under skill guidance