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AI can speed up a WordPress project’s documentation by drafting README sections, explaining code for review, organizing notes, and suggesting test cases. Treat its output as a starting point: compare every technical claim with the actual code and official references before sharing it. If you contribute to WordPress itself, follow the project’s specific AI disclosure and licensing guidance; those rules are not automatically a policy for every private WordPress site.
Where AI fits in WordPress documentation
Documentation is useful only when it describes the project as it exists. An AI assistant can help turn supplied facts into a first draft, but it may invent APIs, links, behavior, or requirements when context is missing. Start by giving it reliable project information and a clearly defined task.
Gather the facts before prompting
- Identify the project and intended reader, such as site administrators, plugin users, theme developers, or contributors.
- Point to the relevant code paths and list supported WordPress and PHP versions, dependencies, and any important configuration.
- Specify the document or section you need: for example, a README installation guide, a usage example, an inline comment, or a contributor note.
- Provide verified behavior and constraints. Ask the assistant to flag missing information rather than fill gaps with assumptions.
WordPress’s AI Guidelines warn contributors against fabricated references and documentation that does not reflect the implementation. Use the same discipline for private projects: check each API, hook, option, link, and behavior claim against the source code or an authoritative reference.
Good first-draft tasks
- Draft a README section from project facts you provide.
- Explain a function in plain language for a human reviewer to edit into an inline comment.
- Turn verified setup notes into ordered installation steps.
- Suggest test cases for a documented feature or reorganize existing notes into a clearer structure.
- Draft comments or documentation alongside code and tests, then review them as part of the change.
For contributions to the WordPress project, the guidelines permit AI assistance with inline documentation and comments, as well as code and tests, provided the contributor understands and validates the result. The guidance is explicit: “You are responsible for your contributions.”
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Choose a workflow for the job
A general AI assistant and the WordPress AI plugin serve different purposes. The assistant can help draft developer-facing project documents when you supply accurate context; the documented Connectors workflow is for selected content-generation tasks in the WordPress editor and requires a valid AI connector.
| Workflow | Useful for | What to check |
|---|---|---|
| General AI assistant | Drafting README sections, explaining code for review, outlining setup steps, and reorganizing project notes. | Supply verified project details; check technical claims and links against code and official references. |
| WordPress AI plugin with Connectors | Selected editor tasks such as generating featured images, alt text, titles, and excerpts. | A valid AI connector is required. The documented Connectors screen lists featured Anthropic, Google, and OpenAI connectors; availability can vary by installation and future versions. |
Connectors and API-key handling
The WordPress documentation for Settings > Connectors says keys saved through the screen are stored in the database. The interface masks them, but they are not encrypted. If you do not want keys stored in the database, the documentation says you can define them as environment variables or PHP constants. Treat this as a specific credential-handling detail for that screen, not a guarantee about other plugins or integrations.
Rank #2
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Verify AI-written documentation before sharing it
Do not publish a draft just because it reads smoothly. Compare it with the implementation and test the instructions in the environment the document claims to support.
- Open every link. Confirm the destination exists and supports the claim attached to it.
- Match names to the code. Check every function, hook, option, shortcode, command, and file path for spelling and actual use.
- Confirm behavior. Remove or correct any statement about features, defaults, permissions, or data handling that the implementation does not provide.
- Test the instructions. Follow setup and usage steps on the stated WordPress and PHP versions, and run relevant tests when documentation accompanies a code change.
- Get another review when stakes are high. Ask a contributor to check documentation that affects security, data handling, migrations, or release-critical behavior.
For WordPress project contributions, AI cannot be the sole reviewer: the guidelines say human review is required for acceptance. They also state that AI use should be disclosed in a pull request description and/or Trac ticket comment when it meaningfully contributed. Trivial help, such as suggesting a variable name or reordering imports, does not require disclosure under that guidance. This is a policy for contributions to the WordPress project, not a universal rule for every site owner.
Rank #3
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- What You Get: Anker USB-C Hub (7-in-1), welcome guide, 18-month warranty, and our friendly customer service.
Use WordPress tools for prototypes and plugin preparation
Try configurations in WordPress Playground
WordPress Playground is a browser-based environment for trying a WordPress site, block, theme, plugin, or WordPress/PHP version. Its documentation also describes an AI-agent workflow. Playground runs client-side in WebAssembly, needs no authentication or backend, and is isolated from persistent side effects outside its sandbox. That makes it useful for demonstrations and prototypes; it does not replace checking the result or reviewing generated documentation.
Use the MCP server for WordPress.org plugin tasks
The WordPress.org MCP Server lets compatible AI tools access plugin guidelines and perform specific tasks, including validating a readme, retrieving submission status, and submitting a plugin for review. Its documented prerequisites include Node.js version 18 or later. The server does not waive WordPress’s normal plugin standards or review process: developers remain responsible for AI-produced work.
Rank #4
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WordPress’s broader AI handbook also lists projects such as the Abilities API, MCP Adapter, PHP AI Client, WP AI Client, AI Experiments Plugin, WP Bench, and Agent Skills. These indicate an evolving set of tools and projects, not a promise that every item is a stable, end-user feature.
Respect licensing and document data practices
For contributions to WordPress, the AI Guidelines require compatibility with GPLv2 or later, including documentation and non-code assets. Do not use tools whose terms forbid GPL-compatible licensing of output or impose additional redistribution restrictions. Keep existing license headers and attribution, and do not use AI to disguise material whose license is incompatible.
Best Value
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- Powerful Pass-Through Charging: Supports up to 85W pass-through charging so you can power up your laptop while you use the hub. Note: Pass-through charging requires a charger (not included). Note: To achieve full power for iPad, we recommend using a 45W wall charger.
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- HD Display: Connect to the HDMI port to stream or mirror content to an external monitor in resolutions of up to 4K@30Hz. Note: The USB-C ports do not support video output.
- What You Get: Anker 332 USB-C Hub (5-in-1), welcome guide, our worry-free 18-month warranty, and friendly customer service.
If you maintain a plugin, describe its data collection and use accurately. WordPress’s Detailed Plugin Guidelines recommend putting this information in the plugin readme, preferably with a clearly stated privacy policy. Generate wording only from what the plugin actually does, then verify it against the code and service configuration.
Quick Recap
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