teaql/teaql-agent-kit: README-based editorial guide

teaql/teaql-agent-kit describes itself in the README as "A model-mediated harness for reliable agentic software development.". This article keeps to facts that can be checked in the repository. Stars, forks, and promotional badges are signals of attention, not proof of quality. Under "TeaQL Agent Kit", the README says: > A model-mediated harness for reliable agentic software development.. That establishes the project's stated boundary, not a production test.

The README's "TeaQL Generation Service" section gives a useful starting point for deciding whether the project fits: Runtime and tool guides generated for the current domain. If that problem is not yours, popularity is a poor reason to adopt it. Project names, commands, and component names are kept as written so a reader can return to the primary source without guessing at terminology. Another checkable README item is: Object-specific query, create, update, delete, and expression assist. It can shape a first test, but it does not replace testing in the intended environment.

The operating model is spread across sections such as "TeaQL Agent Kit". The source evidence includes: The model becomes an inspectable intermediate representation. A deterministic evaluation service checks it and provides repair guidance.. This article does not turn missing architecture, performance, or security details into claims. A real deployment still needs a look at the repository layout, configuration files, and release history.

Start installation from the README's documented entry point. A command that can be checked in the source is: README 没有给出可直接复制的安装命令。 When the README contains no runnable command, this article does not invent one. Open its "Two Layers of Reliability" section and confirm system dependencies, default ports, and first-run initialization before using a public server.