PublishPress Permissions adds a layer above WordPress roles. It uses its own tables, pp_groups for permission groups, pp_group_members for who belongs to which group, and pp_permissions for the actual capability and item rules. Groups can grant or block capabilities on specific post types, categories, or individual posts. That power is genuinely useful but it makes troubleshooting harder for everyone except the person who set it up.

SleekAI maps those tables and the current user's group memberships into the prompt. The bot can answer why a user can edit one category but not another, why a contributor can submit but not save drafts in a specific section, and which group grants the missing capability. Display conditions scope the bot to logged-in administrators and conversations log model, token count, and origin.

Generic chatbots only know WordPress core roles. They have no concept of permission groups, item-level rules, or the difference between additive and restrictive policies. They send users to the wrong screen, and the right screen, the PublishPress Permissions group editor, ends up untouched. SleekAI grounds the answer in the actual tables, so the bot tells the truth.

PublishPress Permissions is the most capable open source granular access plugin for WordPress. It supports per-group, per-term, per-item, and per-status rules, with both additive and restrictive policies. That capability surface is hard for humans to keep in their head, and impossible for a generic chatbot to answer.

The result on most teams is the same: only the person who set the rules can explain them, everyone else asks them, and the rules slowly become a fragile black box. SleekAI rebuilds that intuition for the whole team. The bot reads pp_groups, pp_group_members, and pp_permissions live, so its answers reflect what the plugin actually enforces.

When a writer is blocked, the bot can point to the specific group and rule type, including additive versus restrictive, and suggest the cleanest fix. Custom post types, custom taxonomies, and PublishPress Statuses integrations work out of the box if you expose the right fields. The trade-offs stay simple.

The bot does not modify rules, it reads them, so policy changes still go through the admin UI by an administrator. Display conditions restrict the bot to admins so visitors never see internal groups. The guideline filter blocks the bot from echoing raw rows.

Conversations log model and token usage per call so the team can see exactly how much it costs to keep permissions transparent.