How to Build a WordPress AI Task Coverage Matrix

A task coverage matrix should distinguish documented, exposed, permissioned, tested and verified WordPress operations instead of presenting a marketing list as proof that every assistant can perform every task.

AI is most useful here as an evidence organizer, comparison engine and drafting assistant. It can make a complex WordPress task easier to inspect, but it cannot create missing authority, certify facts it did not observe or silently convert a recommendation into permission to act.

In one sentence: A task coverage matrix should distinguish documented, exposed, permissioned, tested and verified WordPress operations instead of presenting a marketing list as proof that every assistant can perform every task.

What this guide helps you accomplish

Create a versioned matrix connecting WordPress tasks to evidence sources, connection methods, identities, capabilities, clients, test status and known limitations.

• A canonical taxonomy of WordPress task families and atomic actions.
• A matrix of documented, available, permitted, tested and verified states.
• A gap queue for untested combinations and unsupported claims.
• A publication projection that exposes limits without leaking sensitive implementation details.

The finished artifact should be understandable by the person responsible for the decision and reproducible by someone who did not participate in the original prompt. A fluent answer is not enough. Every material conclusion needs a source, a scope and a verification path. When the evidence cannot establish something, the correct output is an explicit unknown or a testable hypothesis.

Evidence and inputs to prepare

• The product coverage contract and distributed version.
• REST routes, abilities, profiles and permission-test evidence.
• Client and connection documentation with tested versions.
• Task benchmark runs and known failure records.
• Rules for public, internal and preliminary coverage labels.

Before supplying evidence to an assistant, remove credentials, secret values and unrelated personal information. Preserve the identifiers, versions, timestamps, locale, units and source labels needed to interpret what remains. A screenshot without a URL, state or date may be useful context, but it is rarely sufficient authority for a production decision.

Do not begin with a broad request such as “review this,” “fix this” or “make it better.” Define the decision the work must support, the population included, the source that is authoritative for each field, the allowed operations and the actions that remain forbidden. The planning or research stage should use a local repository, isolated fixture or exported evidence and does not require production WordPress access.

Coverage has multiple dimensions

An operation can exist in WordPress but be unavailable through the chosen connection, blocked for the identity, untested in the client or unsupported by the product contract.

Task names should decompose

Manage content is too broad. Reading a post, creating a draft, editing another author’s post and publishing are different actions with different permissions.

Unknown is a valid state

A blank cell should not be converted to yes by inference. Record why the combination has not been tested.

Keep observation, inference and authority separate

A controlled review should distinguish at least four states:

1. Observed: directly present in a named record, file, response, rendered page or executed test.
2. Inferred: a plausible interpretation supported by evidence but not directly established.
3. Recommended: a proposed human decision or next action.
4. Authorized and verified: a separately approved change that was executed and then checked against acceptance criteria.

AI output usually begins in the first three states. It does not become authorized merely because it is detailed, internally consistent or technically convincing. Preserve this distinction in tables, reports, tickets and public case studies.

A safe workflow

1. Define atomic task, object, state and side-effect vocabulary.
2. Import documented operations and product coverage without converting documentation into test evidence.
3. Map required connection methods and identities.
4. Attach permission and benchmark evidence to tested cells.
5. Classify each cell as documented, exposed, permitted, tested, verified, refused, unsupported or unknown.
6. Review public claims against the distributed product version.
7. Generate sanitized tables and guide links from the canonical matrix.
8. Recompute the matrix after every relevant product, WordPress or client change.

This sequence deliberately places accountable review between analysis and implementation. If a later stage needs broader access, create a new task, a new identity or an explicit permission change. Do not quietly upgrade the analytical identity because it reached a correct boundary.

Prompt recipe

Replace every value in square brackets before using the prompt. Do not paste passwords, API keys, authentication cookies, private customer records or unrelated personal information.

You are reviewing [TASK SCOPE] for [SITE, REPOSITORY OR DATASET] using only the supplied evidence.

Objective:
Create a versioned matrix connecting WordPress tasks to evidence sources, connection methods, identities, capabilities, clients, test status and known limitations.

Return the following fields:
- Task ID
- Object
- State
- Side effect
- Connection
- Identity
- Capability
- Client
- Documented
- Exposed
- Permitted
- Tested
- Verified
- Evidence
- Limit

Rules:
1. Do not collapse distinct actions into broad marketing categories.
2. Separate documentation from executed evidence.
3. Tie every verified cell to a version and artifact.
4. Leave untested combinations unknown.
5. Do not expose internal or sensitive capability details publicly without review.

For every finding:
- identify the exact source, record, URL, file, line, object ID, state or dataset row;
- preserve dates, versions, units, locale, identifiers and denominators;
- separate observation, inference, recommendation and unknown;
- state what evidence was not available;
- do not change WordPress, source code, commerce data, analytics, external systems or published content.

Why this prompt is structured this way

The prompt creates an evidence contract before asking for recommendations. It makes missing data visible, reduces the chance that a model will complete an incomplete record with plausible prose and produces an output that can be reviewed systematically. Structured fields also make it easier to compare repeated runs or hand an approved subset to a later implementation workflow.

A production implementation may add JSON schema, typed tool inputs or automated validation. Those mechanisms improve consistency, but they do not establish that the source evidence is true, complete or current. Human review and system-specific verification remain required.

Recommended access boundary

Use No WordPress access during the planning or research stage for the stage described in this guide. The exact capabilities available to an identity must come from the installed product version, the published coverage contract and the connection method actually in use.

What must remain outside this task

• Automatic capability enablement
• Marketing inflation
• Assumed client compatibility
• Version-free claims
• Unknown-to-supported conversion

A refused action can be useful evidence that the control boundary is working. Do not respond to an expected refusal by granting a broad administrator account or Full Power. First determine whether the action belongs in the current mandate at all. If it does, create a separately authorized stage with the narrowest required capability.

How WP Agent Control fits

This is a general WordPress workflow, not a promise that Agent Control can edit every object or integration discussed here. For the guided path, start with public pages; plugin, theme, user, setting, file, deletion, WooCommerce, ACF and builder operations are not native guided tasks. Use separately qualified tools and permissions where required.

Get structured site information and inspect selected published pages after connecting. No temporary task is needed for this public reading. You can also browse public pages without the plugin; Agent Control adds structured access and a path toward authorized WordPress work.

Connect your AI: docs first profile · See features and compatibility: coverage

Verification checklist

• ☐ The task, population, period, environment and decision are explicit.
• ☐ Every material observation is linked to exact evidence or labelled as a hypothesis.
• ☐ Stable IDs, URLs, versions, dates, units, locales and denominators are preserved.
• ☐ Missing evidence and coverage limits remain visible.
• ☐ The analytical or research identity performed no prohibited mutation.
• ☐ A qualified owner reviewed security, accessibility, legal, commerce or release implications where applicable.
• ☐ Any implementation has a separate mandate, access level, backup and verification plan.
• ☐ Temporary identities, fixtures and sensitive evidence are revoked, reset or disposed of after the task.

Common failure modes

• Boolean oversimplification: One yes or no hides transport, identity, state and evidence differences.
• Documentation equals tested: An official API description is presented as proof that the product and client path works.
• Version drift: The matrix remains public after an endpoint, model or profile changes.
• Coverage by anecdote: One successful run establishes support for a whole task family.

A recurring cross-cutting failure is permission drift: the initial task encounters a limit, and the operator broadens access before determining whether the missing operation is necessary, supported or safe. This destroys the evidence value of the refusal and makes later results difficult to attribute.

Research status and publication gate

This page defines a protocol, not a completed study. It contains no benchmark values, provider rankings, success rates or empirical conclusions.

Before public release, the study needs a pre-registered protocol, a frozen fixture, an approved budget, repeated runs, deterministic verification, reviewer rules and a sanitized evidence package. Any result must state its numerator, denominator, missing runs, exact version set and uncertainty. A later model, client, WordPress release or permission profile is a different treatment and should not inherit the earlier conclusion automatically.

Advanced note

The matrix can become a generated projection of versioned capability, policy and evidence objects. Public documentation then remains synchronized without allowing a presentation layer to enlarge actual support.

Related guides

• Claude Code vs Codex for WordPress Tasks: A Controlled Evaluation Protocol
• REST vs MCP for WordPress Tasks: A Controlled Benchmark Protocol
• How to Build a WordPress Permission Test Matrix for AI Agents
• WordPress AI Failure Patterns: A Research and Classification Protocol

Next step

Continue with the most relevant supporting guide and use the access-level guide before any authenticated task. When temporary WordPress access is no longer needed, finish by revoking the identity.