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Observal Ops

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.

github.com/Observal/Observal/observal_cli/skills/observal-ops (opens in a new tab)

View on GitHub (opens in a new tab)

Add this skill

Claude

Claude Code loads skills from ~/.claude/skills/ (all projects) or .claude/skills/ (one project):

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 observal-ops folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).

ChatGPT / Codex

Codex reads skills from .agents/skills/ in a repo or ~/.agents/skills/ for every project:

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

Standalone skills also load in the ChatGPT desktop app.

Cursor

Cursor loads skills from .cursor/skills/ (or ~/.cursor/skills/) and also reads .claude/skills/:

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

Source (checked Oct 7, 2026): code.claude.com/docs/en/skills (opens in a new tab), support.claude.com/en/articles/12512180-using-skills-in-claude (opens in a new tab), learn.chatgpt.com/docs/build-skills (opens in a new tab), cursor.com/docs/context/skills (opens in a new tab)

What this skill does

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.

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.

More skills in Observal/Observal

3 skills are listed from this repository.

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All Testing & QA

FAQ

Observal Ops FAQ

Still curious? Email info@appsgit.com.

What is the Observal Ops 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. Its SKILL.md lives at github.com/Observal/Observal/observal_cli/skills/observal-ops.

How do I install the Observal Ops skill?

Copy the observal-ops folder (the one containing SKILL.md) into ~/.claude/skills/ for Claude Code, .agents/skills/ for Codex or .cursor/skills/ for Cursor. The agent picks it up automatically when a task matches its description.

Is the Observal Ops skill free?

Yes. The repository is open source under the Apache-2.0 license.

Is Observal Ops maintained?

The repository's most recent commit was on Oct 6, 2026. Its latest release is v1.14.0. appsgit only lists skills from repositories with a commit in the last six months.