
CLI, skill, and raw API are not three separate products. They are three different entry points. This article explains which one fits which stage.

md2wechat becomes much steadier when agents inspect the current capability surface first, then choose mode, modules, and resources before execution.

Many advanced layout failures start before execution. They begin when agents write from memory instead of checking the current module catalog first.

A practical release note for md2wechat 2.0.6, focused on npm installation, shared GitHub Release binaries, checksum verification, and why this matters for Claude Code, Codex, OpenCode, and other agent workflows.

A practical release note for md2wechat 2.0.7, covering Volcengine / volc support, Doubao Seedream models, provider-aware image defaults, provider discovery, and clearer ModelNotOpen troubleshooting.

A practical release note for md2wechat 2.0.5, focused on inspect, preview, cleaner JSON output, better error guidance, and why this release is more about trust than about adding more features.