Title: LolaCore – AI Admin Agent
Author: Fran Barbero
Published: <strong>May 22, 2026</strong>
Last modified: May 22, 2026

---

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# LolaCore – AI Admin Agent

 By [Fran Barbero](https://profiles.wordpress.org/vanguardhive/)

[Download](https://downloads.wordpress.org/plugin/lolacore.1.4.1.zip)

 * [Details](https://wordpress.org/plugins/lolacore/#description)
 * [Reviews](https://wordpress.org/plugins/lolacore/#reviews)
 *  [Installation](https://wordpress.org/plugins/lolacore/#installation)
 * [Development](https://wordpress.org/plugins/lolacore/#developers)

 [Support](https://wordpress.org/support/plugin/lolacore/)

## Description

Every AI tool you’ve used to manage WordPress has the same problem: amnesia. You
open a chat, explain your setup, get a useful answer — and tomorrow it’s all gone.
New session, same questions, same context dump. Multiply that by 10 client sites
and you’ve lost your morning.

LolaCore fixes this with something no other AI plugin for WordPress has: **a memory
that persists across sessions, built natively on the WordPress 7.0 AI Client and
the new Abilities API.**

Her name is Lola. She lives inside your wp-admin, scans your site on first launch,
and remembers what she finds — not for one conversation, but permanently. Plugin
conflicts from last month. Database cleanup you ran on Tuesday. The SEO fix you 
asked about in March. She retains it all, and the irrelevant stuff fades naturally
over time. Important events anchor themselves. Noise disappears.

The result: **every conversation picks up where the last one left off.** No context
window resets. No copy-pasting your plugin list into ChatGPT for the fifth time 
this week.

#### What Lola is NOT

Lola is not a content generator. She doesn’t write blog posts, invent marketing 
copy, or hallucinate data she doesn’t have. She doesn’t browse the web, scrape pages,
or fetch arbitrary URLs. She doesn’t touch your theme files or edit PHP.

Lola is a site admin who happens to be an AI. She reads real data from your WordPress
database, reasons about it, and executes real actions — with your explicit approval,
every single time.

If you want an AI that writes articles for you, this is the wrong plugin. If you
want an AI that actually knows your site and manages it through conversation, keep
reading.

For the complete picture — memory mechanics, ability reference, prompt library, 
and configuration walkthrough — see the [full documentation](https://lolacore.com/documentation/).

#### Persistent memory

This is the part that changes how you work.

Lola remembers facts across sessions. Plugin conflicts, security findings, your 
preferences, decisions you’ve made — stored locally in your WordPress database.

Her memory works the way human memory works: recent and important findings stay 
sharp, trivial details from months ago fade out, and critical events — like a fatal
plugin conflict — stay forever.

When you start a new conversation, Lola already knows what happened last time. You
don’t re-explain your stack. You don’t repeat what was decided last month. You pick
up the thread.

How decay, boosting, and export/import work under the hood: [persistent memory guide](https://lolacore.com/documentation/#persistent-memory).

#### 52 abilities. 8 domains. One chat.

Lola ships with 52 built-in abilities split across 8 functional domains:

**Site diagnostics** — WordPress version, PHP status, HTTPS, database size, permalink
structure, security headers, SEO audit, debug mode detection. Lola tells you what’s
broken before your client does.

**Plugins** — Search WordPress.org, install, activate, deactivate, update one or
all at once. “Update all plugins” — done in one sentence. No clicking through 14
update screens.

**Content & metadata** — Create pages, edit posts, change status, update slugs, 
read and write post meta. “Create a draft page called Services with this text” —
done. “Change the SEO title of post 42” — done. Works with Yoast, RankMath, and 
any plugin that stores data in post meta.

**Users** — Create accounts, change roles, remove users with automatic content reassignment.
The kind of admin task that takes 6 clicks, solved in one sentence.

**Database maintenance** — Clean post revisions, expired transients, orphaned cron
jobs, spam comments. The cleanup WordPress never does for you.

**Taxonomies, comments, media, menus, themes, options** — Read and manage across
the board. Every write action requires your confirmation first.

Full breakdown of every ability with domain details: [ability reference](https://lolacore.com/documentation/#what-lola-can-do).

#### WooCommerce: 13 dedicated tools

If WooCommerce is active, Lola detects it automatically and unlocks 13 additional
abilities:

 * List and inspect products with price, stock, SKU, and status
 * Get full order details — line items, billing, shipping, payment method
 * View customer history — total spent, order count, registration date
 * Browse product categories with hierarchy and product counts
 * Manage coupons — create, edit, delete with discount type, limits, and expiration
 * Sales reports — total revenue, net sales, taxes, items sold, and top 5 products
   for any period
 * Create products, update prices, change order status — all from the chat

“How much revenue did we do this week?” — Lola pulls the number from your actual
WooCommerce data. No dashboard required.

Full WooCommerce tool reference with examples: [WooCommerce abilities](https://lolacore.com/documentation/#woocommerce-core).

#### How Lola stays safe

**Your data never touches our servers.** There are no LolaCore servers. No telemetry.
No analytics. No “anonymous usage data.” Your conversations go from your hosting
to your AI provider. That’s it.

**Nothing happens without your approval.** Every write action — every plugin update,
every post edit, every database cleanup — shows a preview card with exactly what
Lola is about to do. You confirm or cancel. No background operations. No surprises.

**Every change is logged.** Before/after snapshots for every action executed. If
something goes wrong, you know exactly what changed and when.

**Admin-only by design.** Lola only appears for users with full administrator capabilities.
No accidental exposure to editors, authors, or subscribers.

#### Any model, your choice

Lola works natively with whatever AI provider you configure in your WordPress 7.0
settings. You are never locked into a single ecosystem. We highly recommend these
agentic models for optimal performance:

 * **OpenAI** — GPT-5.5, GPT-5.5 Pro
 * **DeepSeek** — DeepSeek V4 Pro, DeepSeek V4 Flash
 * **Anthropic** — Claude 4.6 Sonnet, Claude Opus 4.7

However, because Lola relies on the native WordPress connector, you can also use
Gemini, Grok, local models via Ollama, or access thousands of models (including 
free ones) through OpenRouter.

You pay your provider directly. LolaCore doesn’t charge per token and doesn’t add
a markup. The conversation goes from your WordPress server directly to your configured
AI provider. Nobody else sees it.

Step-by-step setup for providers: [connecting your AI provider](https://lolacore.com/documentation/#api-provider-setup).

#### Native to WordPress 7.0

LolaCore runs entirely on the native WordPress AI Client and Abilities API introduced
in WordPress 7.0. No external HTTP libraries. No custom credential vaults maintained
by one developer. No vendor folder full of third-party packages.

When WordPress updates its AI infrastructure, LolaCore updates with it. That’s why
we require WordPress 7.0 — and that’s why the plugin stays small, fast, and current.

#### Lola’s lane

A tool that does everything does nothing well. Lola is built narrow on purpose.

 * She doesn’t edit code — no PHP, no theme files, no server config
 * She doesn’t see your frontend — Lola lives inside wp-admin
 * She works on one site at a time — multi-site management is on the roadmap

Why these boundaries exist and what’s on the roadmap: [what Lola cannot do](https://lolacore.com/documentation/#what-lola-cannot-do).

#### MCP compatible — use Lola from your IDE

Every one of Lola’s 52 abilities is exposed through the WordPress Abilities API.
If you have the MCP Adapter installed, Lola becomes a full MCP server.

That means you can connect Claude Desktop, Cursor, or any MCP-compatible client 
and use Lola’s memory, scanner, and all 52 tools without opening your browser.

One engine. Two doors. The chat widget for people who think in conversations. The
MCP endpoint for people who think in terminals.

#### Skills: teach Lola new behaviors

Skills are short behavioral guides written in plain Markdown. When a conversation
matches certain triggers, the relevant skill loads — shaping how Lola approaches
the task without granting new abilities or data access.

LolaCore ships with 10 built-in skills, active by default. You can also create your
own: write a Markdown file with YAML frontmatter, import it through the settings
panel, or ask Lola to build one for you directly in the chat.

Skills are Lola’s judgment layer. Abilities define what she can do. Skills define
how she thinks about doing it.

How skills work, trigger conditions, and the custom skills beta: [skills guide](https://lolacore.com/documentation/#skills).

#### Don’t know what to say? Start here.

Lola understands natural language — no commands, no syntax. But if you want a head
start, here are six prompts you can copy and paste right now:

> “Give me a quick briefing on the site — anything that needs attention today.”
> “Run a complete security audit. Tell me what actually needs attention, not just
> a checklist.”
> “Update all plugins except Elementor and [plugin name]. Show me the list first.”
> “How much have we sold this week? Compare it to last week.”
> “Check the database and tell me what’s worth cleaning up.”
> “Remember that [important fact about your site or client preference].”

These six cover diagnostics, security, plugins, WooCommerce, database, and memory.
There are 42 more in the complete library — daily check-ins, content workflows, 
and multi-step session combos: [prompt library](https://lolacore.com/documentation/#prompt-library).

### Documentation & Resources

This readme covers the essentials. The full documentation goes deeper — memory mechanics,
the complete ability catalog with examples, a prompt library with 42 ready-to-use
conversation starters, and a detailed settings walkthrough.

**[LolaCore Documentation](https://lolacore.com/documentation/)**

Key sections:

 * [What is LolaCore?](https://lolacore.com/documentation/#what-is-lolacore) — Architecture,
   philosophy, and the agent-vs-chatbot distinction
 * [Persistent Memory](https://lolacore.com/documentation/#persistent-memory) — 
   How decay, boosting, and fact scoring work
 * [Settings Panel Reference](https://lolacore.com/documentation/#settings-panel)—
   Every option explained
 * [Ability Reference](https://lolacore.com/documentation/#what-lola-can-do) — The
   full table of every tool across all domains
 * [Prompt Library](https://lolacore.com/documentation/#prompt-library) — 42 conversation
   starters organized by task
 * [Frequently Asked Questions](https://lolacore.com/documentation/#faq) — 45+ answers
   across 12 categories
 * [Extending Lola with addons](https://lolacore.com/add-ons/) — How Lola’s capabilities
   extend into specialized domains

### External Services

LolaCore connects to the following external services. Each connection is documented
below with what triggers it, what data is sent, and links to the relevant terms 
and privacy policies.

#### AI Providers (Chat Feature)

When you use the chat widget, your messages are sent to whichever AI provider you
have configured in WordPress’s built-in AI settings (Settings  AI). LolaCore does
not operate its own servers and does not route data through any intermediary.

**Data sent to your provider:**
 – Your chat messages – A summary of your site scan(
WordPress version, active plugin list, PHP version) – Relevant memory facts (site
observations stored in your local database)

**Data never sent:**
 – Passwords, API keys, wp-config values, or database credentials–
Personal user data (emails, addresses, payment info)

**When this happens:** Only when you actively send a message in the chat widget.
No background calls.

**Supported providers:**
 – OpenAI — [https://openai.com](https://openai.com) | 
[Terms of Use](https://openai.com/policies/terms-of-use) | [Privacy Policy](https://openai.com/privacy)–
Anthropic — [https://anthropic.com](https://anthropic.com) | [Terms of Service](https://www.anthropic.com/legal/consumer-terms)
| [Privacy Policy](https://www.anthropic.com/privacy) – DeepSeek — [https://deepseek.com](https://deepseek.com)
| [Terms of Use](https://chat.deepseek.com/downloads/DeepSeek%20Terms%20of%20Use.html)
| [Privacy Policy](https://chat.deepseek.com/downloads/DeepSeek%20Privacy%20Policy.html)

#### Wordfence Vulnerability API

LolaCore can check your installed plugins against the public Wordfence vulnerability
database to identify known security issues.

**Endpoint:** `https://www.wordfence.com/api/intelligence/v2/vulnerabilities/scanner`

**Data sent:** An HTTP GET request with no request body. LolaCore sends only a User-
Agent header identifying itself (`LolaCore WordPress Plugin`). No plugin lists, 
site URLs, or user data are transmitted to Wordfence.

**Data received:** A public JSON feed of known WordPress plugin vulnerabilities.
LolaCore compares this list locally against your installed plugin slugs and versions
to surface relevant findings.

**When this happens:** Only when you explicitly request a vulnerability check through
the chat (e.g., “check my plugins for vulnerabilities”). This call is never made
automatically during plugin activation, scheduled scans, or background operations.

**Service links:**
 – Wordfence — [https://www.wordfence.com](https://www.wordfence.com)
| [Terms of Service](https://www.wordfence.com/terms-of-use-and-privacy-policy/)
| [Privacy Policy](https://www.wordfence.com/privacy-policy/)

#### WordPress.org Plugin API

When you ask Lola to search for or install plugins, LolaCore queries the official
WordPress.org Plugin API.

**Data sent:** Plugin search keywords or slug identifiers.
 **Data received:** Plugin
metadata, descriptions, and download URLs from the WordPress.org repository.

**When this happens:** Only when you use plugin search or install features through
the chat.

 * Service: [https://wordpress.org](https://wordpress.org) | [API Documentation](https://codex.wordpress.org/WordPress.org_API)

#### Google Fonts

The admin settings page loads two font families (Plus Jakarta Sans and JetBrains
Mono) from Google Fonts for the plugin’s admin interface.

**Data sent:** Standard HTTP font file requests. Google receives the requesting 
IP address and browser User-Agent.
 **When this happens:** Each time an administrator
opens the LolaCore settings page.

 * Service: [https://fonts.google.com](https://fonts.google.com) | [Terms of Service](https://developers.google.com/terms)
   | [Privacy Policy](https://policies.google.com/privacy)

## Screenshots

 * [[
 * Lola’s first scan — a specific, actionable report about your site, not a generic
   greeting.
 * [[
 * Security audit results with severity flags and fix suggestions.
 * [[
 * Plugin installation through chat — Lola finds, downloads, and asks before installing.
 * [[
 * Action confirmation flow — every write operation shows a preview and requires
   approval before executing.
 * [[
 * The ability panel — 52 abilities across 8 domains, each toggleable from the settings
   page.

## Installation

 1. Upload the `lolacore` folder to `/wp-content/plugins/` or install via the WordPress
    plugin screen.
 2. Activate the plugin through the “Plugins” screen in WordPress.
 3. Configure your AI provider through WordPress’s built-in AI settings (Settings  
    AI).
 4. Open the floating chat widget in your admin dashboard.
 5. Start managing your site through conversation.

#### Requirements

 * WordPress 7.0 or higher
 * PHP 8.1 or higher
 * MySQL 5.7+ or MariaDB 10.3+ (JSON column support required)
 * An AI provider configured through WordPress’s AI Client settings
 * WooCommerce 8.0+ (optional — for store management abilities)

Detailed setup instructions and first-conversation tips: [getting started guide](https://lolacore.com/documentation/#installation).

## FAQ

### Where is my data stored?

All data — memory facts, chat history, configuration — is stored in your WordPress
database. Five dedicated tables are created on activation. Nothing is sent to external
servers except your chat messages to your configured AI provider when you actively
use the chat.

### What data is sent to AI providers?

When you chat with Lola: your messages, a summary of your site scan (WordPress version,
plugin list, PHP version), and relevant memory facts. Passwords, API keys, and personal
user data are never included in the AI context.

### Can Lola break my site?

Every write action requires explicit confirmation. Lola shows you exactly what she
is about to do, and you approve or cancel. Safety guards prevent deactivating LolaCore
itself, deleting the last administrator, and permanent content deletion without 
warning. All executed actions are logged with before/after snapshots.

### What happens when I deactivate the plugin?

Deactivation clears scheduled cron events but preserves all your data. Uninstalling
the plugin permanently deletes all database tables and stored options. Your choice.

### Does LolaCore work with WooCommerce?

Yes. If WooCommerce is active, Lola automatically detects it and enables 13 additional
abilities for product management, order tracking, customer data, coupons, categories,
and sales reporting.

### Does LolaCore work with other plugins?

Lola reads and writes standard WordPress data — options, post meta, users. She works
alongside Yoast SEO, RankMath, ACF, Contact Form 7, and any plugin that stores data
in the WordPress database.

### Can I use LolaCore for client sites?

Yes. Install LolaCore on each client site independently. Each installation has its
own memory, its own logs, its own context. Many consultants use it to speed up monthly
maintenance and generate faster client reports.

### Does LolaCore work with MCP clients?

Yes. LolaCore exposes all 52 abilities through the WordPress Abilities API. With
the MCP Adapter plugin installed, Lola works as a full MCP server compatible with
Claude Desktop, Cursor, and any MCP client.

### Why does LolaCore require WordPress 7.0?

LolaCore is built entirely on the native AI Client introduced in WordPress 7.0. 
This eliminates external HTTP dependencies, uses WordPress’s own credential management,
and ensures long-term compatibility as the platform evolves. No shims, no polyfills,
no fallback layers.

These are the quick answers. For 45+ questions across memory, skills, licensing,
safety, and troubleshooting, see the [complete FAQ](https://lolacore.com/documentation/#faq).

## Reviews

There are no reviews for this plugin.

## Contributors & Developers

“LolaCore – AI Admin Agent” is open source software. The following people have contributed
to this plugin.

Contributors

 *   [ Fran Barbero ](https://profiles.wordpress.org/vanguardhive/)

[Translate “LolaCore – AI Admin Agent” into your language.](https://translate.wordpress.org/projects/wp-plugins/lolacore)

### Interested in development?

[Browse the code](https://plugins.trac.wordpress.org/browser/lolacore/), check out
the [SVN repository](https://plugins.svn.wordpress.org/lolacore/), or subscribe 
to the [development log](https://plugins.trac.wordpress.org/log/lolacore/) by [RSS](https://plugins.trac.wordpress.org/log/lolacore/?limit=100&mode=stop_on_copy&format=rss).

## Changelog

#### 1.4.1

 * Fix: Resolved a critical “Bad Request (400)” error triggered by orphan tool_call_ids
   during multi-tool execution (e.g. bulk plugin updates). The root cause was non-
   deterministic message ordering — MySQL’s 1-second datetime resolution caused 
   tool responses to appear out of sequence when multiple tools executed within 
   the same second.
 * Fix: Message history query now uses the auto-increment primary key for ordering
   instead of the datetime column, guaranteeing insertion-order fidelity regardless
   of timestamp collisions.
 * Fix: The history sanitizer now detects and drops stale tool messages that reference
   tool_call_ids never declared by any assistant message in the session.
 * Improvement: Added a defense-in-depth architecture for tool_call/tool_response
   pairing with four validation layers: deterministic DB ordering, history sanitizer
   with per-ID logging, post-sanitization assertion, and an HTTP-layer safety net
   that patches orphans in the final API request body.
 * Improvement: Sanitizer telemetry now logs the exact orphaned tool_call_ids and
   function names, replacing the previous generic message.

#### 1.4.0

 * Feature: Skills.MD — Lola can now author, store and apply behavioral skills described
   in plain Markdown with YAML frontmatter. Skills inject specialized instructions
   into Lola’s reasoning under deterministic conditions (always-on, keyword triggers,
   or environment conditions) without touching PHP.
 * Feature: Skills are loaded from four sources with documented precedence (built-
   in, addon-registered, user filesystem at `wp-content/lolacore-skills/`, and database).
   The `lolacore_register_skills` filter lets addons register their own skill directories.
 * Feature: Settings  Skills panel — visualize every loaded skill grouped by origin,
   toggle each one on or off, view the source markdown, import skills from .md files,
   and configure advanced parameters (max active, char budget, max per prompt).
 * Feature: Conversational skill authoring — ask Lola “create a skill that…” and
   she generates the markdown, saves it inactive, and asks before activating. Full
   toolset: `addSkill`, `activateSkill`, `deactivateSkill`, `updateSkill`, `deleteSkill`,`
   listSkills`.
 * Architecture: Single-axis state model for skills. Each skill is either `active`(
   firing) or `inactive` (off) — managed by one toggle in the admin, one verb in
   the chat. Runtime diagnostics (`no-triggers`, `incompatible`, `unmet-dependencies`)
   surface as informational badges, not as states the user manipulates.
 * Architecture: Two-layer skill cache — hot transient with filesystem-hash validation
   and cold snapshot in `wp_lolacore_config` (capped at 1 MB serialized) — keeps
   the loader budget under 5 ms on the cache-hit path.
 * Architecture: Skills system is gated behind a master toggle (Beta) so the entire
   feature can be disabled with a single switch without uninstalling.
 * Database: Migration to schema version 0.3.0 — adds the `wp_lolacore_skills` table
   and consolidates legacy in-progress states into the unified `active`/`inactive`
   model.
 * Improvement: `SystemPromptBuilder` enforces a ground-truth rule (`listSkills`
   before answering any state question) that prevents Lola from confabulating phantom
   skills from stale session summaries.
 * Improvement: Session summaries now respect the language the user spoke in during
   the conversation rather than forcing a single locale.

#### 1.3.0

 * Performance: Memory fact extraction (`extractFacts`) is now deferred out of the
   user-facing response path via a non-blocking background request. Reduces perceived
   response time by ~5–19s on fact-heavy sessions (47% of observed median latency).
   Compatible with all PHP SAPIs — uses `fastcgi_finish_request()` on PHP-FPM (Linux/
   production) and `wp_remote_post(blocking=false)` with HMAC authentication on 
   CGI/other environments.
 * Performance: DeepSeek V4 think-mode is now disabled for the intent classifier
   call. The classifier task is pure JSON categorization — disabling reasoning reduces
   classifier latency by ~34% with no accuracy regression.
 * Fix: Meta-tool query patterns (“¿qué puedes hacer?”, “¿qué funciones tienes?”)
   were stored with mojibake-encoded characters that never matched real UTF-8 input.
   Replaced with accent-agnostic character classes (`qu[eé]`, `cu[aá]ntas`, etc.).
 * Fix: Holistic and meta-intent detectors now inspect only the current user message,
   not the conversation history window. Eliminates false positives on subsequent
   turns when a prior message happened to contain a capability-query phrase.

#### 1.2.0

 * Feature: Memory Bootstrap — Lola now seeds baseline facts from each active addon
   on activation and refreshes them every 6 hours via a unified background job. 
   Compatible addons (WooCommerce Pro, WPCode Snippets, Fluent Support) contribute
   live site-state data so Lola has meaningful context from the very first conversation,
   with no manual “remember this” prompting required.
 * Feature: Holistic monitoring queries (“what needs my attention?”, “give me a 
   full site overview”, “morning briefing”) now automatically activate the full 
   tool set across all active domains without requiring a round-trip escalation.
   Extensible via the `lolacore_holistic_monitoring_patterns` filter.
 * Architecture: Added `MemoryBootstrapInterface` and `MemoryBootstrapRunner` with
   an adaptive global budget (24 baseline facts, minimum 2 guaranteed per addon,
   competitive allocation by importance score). Bootstrap facts are immune to the
   memory decay engine and capped at 40% of the context window to prevent crowding
   out conversational memory.
 * Improvement: Category affinity map expanded with bidirectional links across all
   Business Bundle domains (WooCommerce Pro  WPCode Snippets  Fluent Support). Cross-
   addon queries now resolve in a single pass without requiring a follow-up escalation.
 * Improvement: The semantic intent classifier maximum category cap is now adaptive—
   scales from 3 to 5 based on the number of active addon domains, allowing genuine
   multi-domain queries (e.g., “compare my WooCommerce revenue against open support
   tickets”) to resolve correctly on complex sites.
 * Fix: Resolved “insufficient tool messages following tool_calls message” (HTTP
   400) errors that could surface after an abandoned write confirmation, leaving
   the chat session permanently broken until reload. Affected DeepSeek and OpenAI-
   compatible providers.
 * Fix: Added a defensive history sanitizer that detects orphan `tool_call_id`s 
   in stored conversation history and injects synthetic placeholders before each
   provider request, preserving the assistanttool pairing contract required by the
   OpenAI message format.
 * Fix: Widened executor exception capture from `\Exception` to `\Throwable` so 
   that a `TypeError` in any Domain Handler still produces a valid `tool` message
   instead of orphaning the assistant’s `tool_call`.
 * Fix: Provider responses with missing or null `tool_call_id` are now backfilled
   with a synthetic UUID, preventing silent round-trip pairing failures.
 * Fix: Memory extraction job now uses an explicit 30-second transport timeout, 
   eliminating silent extraction failures (`cURL error 28`) on reasoning-capable
   providers such as DeepSeek.
 * Fix: DeepSeek V4 `reasoning_content` is now re-injected only when the assistant
   message includes `tool_calls`, following the V4 spec exactly. Previously re-injected
   unconditionally, wasting 500–2,000 tokens per conversational turn.
 * Improvement: DeepSeek V4 models (`deepseek-v4-pro`, `deepseek-v4-flash`) now 
   appear first in the model selector. Legacy V3 models (`deepseek-chat`, `deepseek-
   reasoner`, deprecated 2026-07-24) are sorted last.
 * Improvement: Reduced average token usage per request by ~30–40% through four 
   independent optimizations: system prompt restructuring to maximise prefix cache
   hits, site scan summary compression (JSON  compact text), adaptive memory budget
   that scales with message length (10/20/30 facts), and tool schema description
   compression for always-present tools.

#### 1.1.3

 * Architecture: Major overhaul of the Long-Term Memory persistence pipeline to 
   prevent “amnesia” and ensure context retention across sessions.
 * Architecture: Introduced “Immortal Facts” (is_pinned schema column). Important
   memory facts can now be pinned, making them permanently immune to the decay relevance
   engine.
 * Architecture: Importance-Aware Decay. The memory decay formula now scales mathematically
   based on fact importance — critical facts decay 2x slower than trivial observations.
 * Feature: Proactive Memory Directives. Lola is now instructed at the system-prompt
   level to automatically save structural decisions, stack choices, and business
   preferences without waiting to be told “remember this”.
 * Feature: Contextual Fact Boosting. The retrieval engine now dynamically filters
   and boosts memory relevance in real-time based on keyword matches with your current
   chat message.
 * Feature: Session Summary Persistence. Chat session summaries are now preserved
   as high-priority memory facts instead of being destructively overwritten by the
   newest session.
 * Fix: Multi-Turn Memory Extraction. The background memory extraction job now observes
   the last 5 conversation turns (instead of just 1), preventing blind spots in 
   extended discussions.
 * Fix: Model Desync. Memory extraction now actively resolves the selected AI provider/
   model from settings, fixing a bug where extraction would fail silently on non-
   default models like DeepSeek.
 * Fix: Scanner Budgeting. Scanner-generated facts (site_state) are now hard-capped
   at 35% of the memory window, preventing plugin lists from crowding out actual
   conversational memory.
 * Fix: Added robust local PHP diagnostic logging (via error_log) to the memory 
   extraction background job to eliminate silent failures.
 * Compliance: Replaced hardcoded AJAX endpoint with dynamically localized URL via
   wp_localize_script.
 * Compliance: Migrated widget state injection from inline script tag to wp_add_inline_script
   for WordPress enqueue standards.
 * Compliance: Updated DOMPurify to 3.4.2 and marked.js to 18.0.3 (latest stable
   releases).
 * Compliance: Escaped all dynamic values in exception messages across all Domain
   Handlers (esc_html).
 * Compliance: Converted raw DB_NAME concatenation to $wpdb->prepare() in database
   size query.
 * Compliance: Fixed translators comment placement for PHPCS MissingTranslatorsComment
   compliance.
 * Compliance: Removed development-only files (scratch.php, extractor.php) from 
   plugin root.

#### 1.1.2

 * Architecture: Complete refactoring of ActionExecutor into 12 modular Domain Handlers(
   ContentHandler, PluginHandler, UserHandler, SystemHandler, MediaHandler, MetaHandler,
   TaxonomyHandler, CommentHandler, NavigationHandler, MemoryHandler, WooReadHandler,
   WooWriteHandler) behind a HandlerRouter with ActionHandlerInterface contract.
 * Architecture: Introduced HandlerRouter with deterministic dispatch — each handler
   declares its owned actions via getSupportedActions(), eliminating the monolithic
   switch/case in ActionExecutor.
 * Feature: Added getDiscoveredAbilities tool for Lola to introspect all registered
   WordPress Abilities at runtime.
 * Feature: Added manageRoles tool enabling Lola to create, delete, and modify WordPress
   user roles and capabilities from chat.
 * Fix: Intent Router reordering — meta-intent detection (Layer 0.5) now executes
   before keyword matching (Layer 1), preventing false-positive category captures
   on meta-queries like “What tools do you have?”.
 * Fix: Enabled ‘meta’ as a valid category in the semantic classifier (Layer 2),
   providing a second safety net for meta-queries that bypass Layer 0.5.
 * Fix: Plugin search (searchPlugins) now handles both object and array response
   formats from the WordPress.org plugins_api(), resolving empty results on certain
   PHP/WP versions.
 * Fix: Chat UI now auto-links plain-text URLs in assistant responses, converting
   them into clickable links.
 * Fix: Export download links (.xml, .json, .csv, .zip) now include the HTML download
   attribute, forcing browser download instead of inline rendering.
 * Fix: URL autolink regex excludes backtick characters to prevent trailing %60 
   in generated links.
 * Improvement: Keyword inference from tool descriptions is now isolated from meta-
   query routing, reducing false-positive matches in the intent router.
 * Improvement: Removed legacy direct-method dispatch from ActionExecutor — all 
   51 actions now route exclusively through Domain Handlers.
 * Improvement: Addon integration updated — WooCommerce Pro tools route through 
   category affinity system for reliable domain escalation.
 * Architecture: New `LolaCore\I18n` namespace with `ErrorMessages` and `StatusMessages`
   classes — every user-facing string is now centralized and WordPress i18n-ready(`
   __()` wrappers for future translation).
 * Architecture: Backend error sanitization via `ErrorMessages::wrapServerError()`—
   stack traces, PHP class names, and raw exception details are filtered before 
   reaching the frontend.
 * Improvement: Chat error messages rewritten for cognitive ergonomics — first-person
   voice, no jargon, actionable next step in every message.
 * Improvement: Replaced emoji-prefixed error indicators (`⚠️`) with CSS-driven 
   visual treatment (`.lola-error-message` class with salmon accent border and tinted
   background).
 * Improvement: `appendMessage()` in chat JS now accepts an `isError` flag for proper
   error styling without breaking Markdown rendering or autolink functionality.
 * Improvement: All hardcoded error strings in `Controller.php`, `Settings.php`,
   and `WPAIClientAdapter.php` replaced with centralized `ErrorMessages` / `StatusMessages`
   method calls.

#### 1.1.1

 * Fix: Added full taxonomy assignment support (categories and tags) to createContent
   and editContent.
 * Fix: Added featured_image assignment support to createContent and editContent.
 * Feature: Added uploadMedia tool to allow autonomous sideloading of external images
   into the Media Library.

#### 1.1.0

 * UI Redesign: Complete overhaul of the settings panel to match LolaCore’s design
   system.
 * Feature: Added ability to manage Lola’s persistent memory directly from the settings
   panel (Maintenance ops: Scan, Export, Import, Compact).
 * Feature: Autonomous Tool Escalation added. Lola can now dynamically break out
   of restricted domains when she determines a tool is needed but restricted.
 * Improvement: Modularized system prompt generation and unified safety toggles 
   using a SafetyConfig architecture.
 * Improvement: Integrated addon infrastructure (Door 4 & 5) enabling unified management
   and license validation for extensions like WPCode.
 * Improvement: Minor UI updates and padding adjustments for broader screen compatibility.

#### 1.0.2

 * Fix: Preserved raw HTML/code syntax in user chat messages without stripping tags.
 * Enhancement: Implemented Markdown rendering in chat UI for rich text, tables,
   and formatted code blocks (ChatGPT-like experience).
 * Enhancement: Enqueued marked.js and DOMPurify for secure frontend Markdown parsing.

#### 1.0.1

 * Added: `lolacore_execute_external_action` filter for external addon action dispatch.
 * Added: `lolacore_sop_map` filter for dynamic SOP injection by addon plugins.
 * Improvement: LolaCore is now fully extensible for third-party addon plugins.

#### 1.0.0

 * Initial public release.
 * 51 abilities across 13 domains (27 read + 24 write).
 * Persistent memory engine with decay-based relevance scoring.
 * Algorithmic site scanner with 11 data collection modules.
 * 13 dedicated WooCommerce tools — products, orders, customers, coupons, categories,
   sales reports.
 * Built on the WordPress 7.0 native AI Client — zero external production dependencies.
 * All abilities exposed via the WordPress Abilities API.
 * MCP server compatibility — works with Claude Desktop and any MCP client.
 * Intent router — filters abilities per message to reduce token usage and improve
   accuracy.
 * Floating chat widget with drag, minimize, and session persistence.
 * Preview  Confirm  Execute pattern for all write operations.
 * Safety guards: self-deactivation block, last-admin protection, delete limit warnings.
 * Three AI providers supported: Anthropic, OpenAI, DeepSeek.

## Meta

 *  Version **1.4.1**
 *  Last updated **6 hours ago**
 *  Active installations **Fewer than 10**
 *  WordPress version ** 7.0 or higher **
 *  Tested up to **7.0**
 *  PHP version ** 8.1 or higher **
 * Tags
 * [admin](https://wordpress.org/plugins/tags/admin/)[AI agent](https://wordpress.org/plugins/tags/ai-agent/)
   [ai assistant](https://wordpress.org/plugins/tags/ai-assistant/)[automation](https://wordpress.org/plugins/tags/automation/)
   [woocommerce](https://wordpress.org/plugins/tags/woocommerce/)
 *  [Advanced View](https://wordpress.org/plugins/lolacore/advanced/)

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## Contributors

 *   [ Fran Barbero ](https://profiles.wordpress.org/vanguardhive/)

## Support

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