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Operator skill (AI agents)

Quack on Demand ships its operator runbook as an agent skill: a SKILL.md playbook that coding agents such as Claude Code, GitHub Copilot, and Gemini CLI load on demand and follow. With the skill installed, asking your agent "create a pool for tenant acme" or "why is auth failing" makes it drive a live manager through the qod CLI with the project's own recipes: boot and stop (qod start / qod stop), tenant, database, and pool lifecycle, RBAC grants and row/column policies, node health and telemetry, ad-hoc SQL through qod sql, and the known failure modes with their fixes.

The skill is self-contained: it assumes only an installed qod CLI (it checks the version, installs or upgrades it when needed, and logs in before operating), never a source checkout.

It complements the MCP server: MCP gives an agent authenticated tools on the manager itself (schema discovery, governed SQL, pool operations over /mcp), while the skill gives it the operational playbook for the CLI. They work independently and combine well.

Install with the CLI

The qod wheel bundles the skill; one command copies it where your agent tooling discovers skills:

qod skill install
# Install the skill for which LLM? (claude, copilot, gemini, all) [claude]:

The prompt picks the target platform; each installs into that platform's per-user skills directory:

AnswerTarget
claude (default)~/.claude/skills/quack-on-demand/ (Claude Code)
copilot~/.copilot/skills/quack-on-demand/ (GitHub Copilot)
gemini~/.gemini/skills/quack-on-demand/ (Gemini CLI)
allAll three

Flags for scripted installs and other targets:

  • --platform claude|copilot|gemini|all skips the prompt (repeatable, or comma-separated: --platform claude,gemini). A non-interactive run with no flag defaults to claude, so pipelines never hang on the prompt.
  • --project installs into ./.{platform}/skills of the current directory instead, scoping the skill to one project.
  • --dir <path> names an exact skills directory and bypasses the platform choice entirely.

New agent sessions pick the skill up automatically. Re-run qod skill install after upgrading the CLI to refresh the copy; qod skill path prints where the bundled skill lives inside the installed package. If the target already exists as a symlink (for example pointing into a git checkout), the install refuses rather than writing through it.

Install as a Claude Code plugin

For Claude Code specifically, the same skill is also published as a plugin, which manages its own updates:

/plugin marketplace add starlake-ai/quack-on-demand
/plugin install quack-on-demand@quack-on-demand

Update later with /plugin marketplace update quack-on-demand. Pick one channel per machine: the plugin and a qod skill install copy would both offer the same skill.