# Observal Ops (agent skill)

> Observal Ops is an agent skill (a SKILL.md file) from Observal/Observal. Inspects Observal traces, sessions, rankings, feedback, telemetry health, logs, and Agent insight reports. It works with Claude Code, Codex, Cursor, GitHub Copilot and OpenCode and has 4,118 GitHub stars across a repository of 3 listed skills.

Inspects Observal traces, sessions, rankings, feedback, telemetry health, logs, and Agent insight reports. Use when the user wants operational evidence, current activity, telemetry diagnosis, ratings, report generation, regression analysis, or recommendations grounded in Agent usage. Report the time range, filters, counts, health state, strongest evidence, uncertainty, and concrete next action. Do not present popularity fallback or sparse reports as personalized certainty.

## Key facts

| Fact | Value |
|---|---|
| Repository | https://github.com/Observal/Observal |
| Skill path | observal_cli/skills/observal-ops/SKILL.md |
| Skill name | observal-ops |
| GitHub stars | 4,118 |
| Installs on skills.sh | not listed |
| License | Apache-2.0 |
| Skills in repo | 3 |
| Plugin marketplace | no |
| Official | no |
| Works with | Claude Code, Codex, Cursor, GitHub Copilot, OpenCode |
| Category | Testing & QA |
| Last commit | Oct 6, 2026 |

## When it triggers

- Use when the user wants operational evidence, current activity, telemetry diagnosis, ratings, report generation, regression analysis, or recommendations grounded in Agent usage.

## Add this skill

### Claude Code

```sh
git clone --depth 1 https://github.com/Observal/Observal.git
cp -r Observal/observal_cli/skills/observal-ops ~/.claude/skills/observal-ops   # 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/Observal/Observal.git
cp -r Observal/observal_cli/skills/observal-ops .agents/skills/observal-ops   # repo; ~/.agents/skills for all projects
```

### Cursor

```sh
git clone --depth 1 https://github.com/Observal/Observal.git
cp -r Observal/observal_cli/skills/observal-ops .cursor/skills/observal-ops   # 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

---

Canonical page: https://appsgit.com/skills/observal-ops
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