Twelve Agent Skills that close the AI Agent Feedback loop on Kubernetes: real env vars, real DNS, real network, real traffic, real databases, real Kafka, real Temporal task queues, real preview environment, multi-service local sessions, real failure conditions, the header propagation that let the session follow the request throughout services and queues, and discovery of what your cluster already propagates so the filter can use it. MetalBear가 미러링과 함께 사용하도록 제작되었습니다.

AI 코딩 에이전트는 자신의 컨텍스트 창에서 작업합니다. 쿠버네티스 클러스터는 하지 않는 상태의 전체입니다. 이 기술은 에이전트를 어떻게 가르치고 미러링 할 때 그래서 코드를 사용하여 라이브 인프라에 대한 쓰기는 알려지지 않은 추측.

설치

Claude 코드

코드

그런 다음 mirrord] 플러그인을 /plugins에서 설치합니다. 모든 12 기술이 함께 제공됩니다.

오픈코드

OpenCode는 기본적으로 기술을로드하므로 등록 할 필요가 없습니다. 디스크에 있어야합니다.

그것은 12 개의 기술 폴더를 ~/.config/opencode/skills/로 씁니다. Restart OpenCode 및 사용할 수 있습니다. 업데이트 할 때마다 다시 실행 - 그것은 mirrord-*] 폴더를 대체하고 다른 기술을 혼자 나눕니다.

mirrord Agent Skills

Twelve Agent Skills that close the AI agent feedback loop on Kubernetes: real env vars, real DNS, real network, real traffic, real databases, real Kafka, real Temporal task queues, real preview environments, multi-service local sessions, real failure conditions, the header propagation that lets a session follow a request across services and queues, and the discovery of what your cluster already propagates so a filter can use it. Built by MetalBear to be used with mirrord.

AI coding agents work from what’s in their context window. Your Kubernetes cluster is full of state that isn’t. These skills teach your agent how and when to use mirrord so the code it writes against your live infrastructure stops being informed guessing.

Installation

Claude Code

/plugin marketplace add metalbear-co/skills
/plugin install mirrord@mirrord-skills

Codex

codex plugin marketplace add metalbear-co/skills

Then install the mirrord plugin from /plugins. All twelve skills come with it.

OpenCode

OpenCode loads skills natively, so there’s nothing to register — the skills just need to be on disk:

curl -fsSL https://raw.githubusercontent.com/metalbear-co/skills/main/install.sh | sh

That writes the twelve skill folders into ~/.config/opencode/skills/. Restart OpenCode and they’re available. Re-run it any time to update — it replaces the mirrord-* folders and leaves your other skills alone.

The same script serves any agent that reads a skills directory:

sh install.sh --agent codex     # ~/.agents/skills
sh install.sh --agent devin     # ~/.agents/skills
sh install.sh --agent claude    # ~/.claude/skills
sh install.sh --dest       # anywhere else

Cursor, Gemini, or any other Agent Skills-compatible agent

npx skills add metalbear-co/skills

GitHub Copilot, Cline, and other rules-file agents

The ports/ directory carries the same core content as drop-in rules files: copy ports/github-copilot/copilot-instructions.md into your repo’s .github/, or ports/cline/.clinerules into your repo root. Want another format? Open an issue with the target you’d like next.

The twelve skills