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metalbear-co/mirrord

metalbear-co / mirrord

Agent SkillsRustMIT

Run any process, on your machine or in an AI agent's environment, as if it were a pod in your Kubernetes cluster: real env vars, DNS, network, traffic.

5.4kstars
220forks
78open issues
2026-10-02last pushed
MITlicense

What it is, and how people use it

Run any process, on your machine or in an AI agent's environment, as if it were a pod in your Kubernetes cluster: real env vars, DNS, network, traffic. It sits on the Agent Skills shelf of the catalog, maintained by @metalbear-co.

✓Drop-in for Claude Code, Codex CLI and Cursor - install and it just runs.
✓Read the SKILL.md / README first; most setups are one command from the docs.
✓Teams use it to standardise how agents behave across every repo in the org.
agent-skillsai-agentsai-codingapibackend
metalbear.com/mirrord

Why builders keep it installedAgent Skills benefits

Your agent stops guessing the workflow

A skill packages the exact steps, file conventions and checklists an expert would follow. The model spends its context on your feature instead of figuring out how the tool works.

One install, every repo behaves the same

Commit the skill to your project and every teammate's Claude Code, Codex or Cursor run inherits the same quality bar - including the new teammate on day one.

Cheaper runs, fewer retries

Tuned instructions cut failed attempts and half-baked output. Fewer retries means fewer tokens burned and noticeably shorter sessions on paid model plans.

Survives the next model release

Skills are plain markdown and scripts the community versions together. A model upgrade changes behaviour, not your workflow - unlike a bespoke prompt that breaks silently.

Contributorsloading from GitHub…

Languagesestimated from snapshot

  • Rust 87.6%
  • Shell 12.4%

Community pulsesnapshot ratios, normalized

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