Guides an autonomous blog manager agent to propose topics, draft articles, and skip topics with structured JSON output for a Leaflet.pub publication.
Design and build AI agents with persistent memory, tool use, and multi-turn conversation. Covers architecture selection, memory design, model selection, tool configuration, and implementation patterns across agent frameworks. Use when creating, debugging, or improving AI agents.
Automate configuration management and application deployment with Ansible. Use when tasks mention ansible-playbook, inventory files, Ansible roles, ad-hoc commands, ansible-galaxy, or agentless SSH automation.
Deploy Kubernetes apps declaratively with Argo CD applications and projects. Use when tasks mention argocd, Argo CD, argocd app sync, Application CRD, AppProject, or GitOps with Argo CD.
Query Datadog observability data including logs, metrics, monitors, dashboards, hosts, APM spans, and incidents via direct API. Use when investigating production issues, checking monitors, searching logs, alerting, or accessing Datadog data.
Build, run, debug, and manage Docker containers, images, compose files, networking, volumes, registries, Buildx/Bake, Scout/SBOM, Swarm, and Docker AI tooling. Use when the user mentions docker, containers, containerizing, Dockerfile, compose, image registry, volumes, or any docker subcommand.
Write and maintain GitHub Actions CI workflows, including workflow YAML structure, triggers, runners, matrix builds, caching, testing patterns, and secrets management. Use when working with .github/workflows, GitHub Actions, CI pipelines, workflow dispatch, or action configuration.
GitHub operations via `gh` CLI for issues, PRs, CI runs, code review, and API queries. Use when checking PR status or CI, creating or commenting on issues, listing or filtering PRs and issues, or viewing run logs.