# Agent Observability (agent skill)

> Agent Observability is an agent skill (a SKILL.md file) from BagelHole/DevOps-Security-Agent-Skills. Instrument AI agents with tracing, token metrics, latency, and cost visibility. It works with Claude Code, Codex, Cursor and OpenCode and has 1,141 GitHub stars across a repository of 2 listed skills.

Instrument AI agents with tracing, token metrics, latency, and cost visibility. Use for reliability and debugging. Monitor AI agent behavior with logs, traces, metrics, and cost telemetry. This skill covers the full observability stack for LLM-powered applications: from raw Prometheus counters to Grafana dashboards, OpenTelemetry tracing, structured logging, cost tracking, SLO definition, and PII redaction.

## Key facts

| Fact | Value |
|---|---|
| Repository | https://github.com/BagelHole/DevOps-Security-Agent-Skills |
| Skill path | devops/ai/agent-observability/SKILL.md |
| Skill name | agent-observability |
| GitHub stars | 1,141 |
| Installs on skills.sh | not listed |
| License | MIT |
| Skills in repo | 2 |
| Plugin marketplace | no |
| Official | no |
| Works with | Claude Code, Codex, Cursor, OpenCode |
| Category | DevOps & cloud |
| Last commit | May 22, 2026 |

## When it triggers

- Use for reliability and debugging.

## Add this skill

### Claude Code

```sh
git clone --depth 1 https://github.com/BagelHole/DevOps-Security-Agent-Skills.git
cp -r DevOps-Security-Agent-Skills/devops/ai/agent-observability ~/.claude/skills/agent-observability   # personal, or .claude/skills in a project
```

In the Claude apps, zip the skill folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).

### ChatGPT / Codex

```sh
git clone --depth 1 https://github.com/BagelHole/DevOps-Security-Agent-Skills.git
cp -r DevOps-Security-Agent-Skills/devops/ai/agent-observability .agents/skills/agent-observability   # repo; ~/.agents/skills for all projects
```

### Cursor

```sh
git clone --depth 1 https://github.com/BagelHole/DevOps-Security-Agent-Skills.git
cp -r DevOps-Security-Agent-Skills/devops/ai/agent-observability .cursor/skills/agent-observability   # project; ~/.cursor/skills for all projects
```

Sources (checked 2026-10-07): https://code.claude.com/docs/en/skills, https://support.claude.com/en/articles/12512180-using-skills-in-claude, https://learn.chatgpt.com/docs/build-skills, https://cursor.com/docs/context/skills

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Canonical page: https://appsgit.com/skills/bagelhole-agent-observability
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