v9.2 was intense. Five releases in three weeks. WordPress integration, custom auto-updater, the Playground beta, memory consolidation, browser control rewrites, and a hundred smaller fixes. It was the bridge between Skales as an experiment and Skales as a platform.

WordPress Integration (v9.2.0)

Full CMS agent support. Deploy Skales to manage WordPress sites:

Skales Connector Plugin — token-based authentication, REST API with Skales-specific endpoints.
CMS Agent — create posts, manage media, update settings, optimize on-page SEO.
Full plugin ecosystem support — Elementor, WooCommerce, RankMath, Yoast integrated.
Media upload — handle images, PDFs, and files natively.
AI Command Bar — quick commands in the WordPress editor powered by Skales.

This opened up WordPress users to Skales. Suddenly, content creators had an AI agent that lived in their CMS.

Custom Auto-Updater

Electron-updater was slow and fragile. We built our own:

SHA-512 verification — download integrity guaranteed.
Streaming downloads — large files download efficiently without blocking.
Progress UI — you see exactly how far the download has gone.
Zero crashes — no more update failures halfway through.

Updates became a transparent part of the background. You see a notification, click install, and Skales updates while you keep working.

Advisor Strategy: Dual-Model Planning

We formalized the strategy that works: Opus (or GPT-4) plans the approach, Haiku (or GPT-3.5) executes each step. This two-tier thinking — strategic + tactical — turns out to be more reliable than a single model trying to do both.

Opus costs more but thinks better. Haiku is cheap and fast. Together, they're the sweet spot.

Memory Consolidation (Dreaming)

Skales stores everything: conversations, searches, files touched, decisions made. Over time, that memory gets cluttered. We built a three-phase overnight memory engine:

Phase 1 — Extract key facts from raw conversation.
Phase 2 — Consolidate related facts into themes.
Phase 3 — Generate a Dream Diary entry summarizing the day.

Your memory stays sharp. Old conversations fade into summarized knowledge. New conversations stay sharp and retrievable.

Browser Control v2

Browser automation got smarter. We switched to semantic element detection via accessibility trees instead of DOM crawling. Agents can now find and click buttons by meaning ("submit your form") instead of selectors. More robust. More human-like.

ReAct Loop Hardened

The reasoning loop that agents use became more reliable:

MAX_LOOPS: 20 → 10 — prevent endless loops.
Tool name cap at 3 — focus on three things, not scatter across ten.
Stall detection — if an agent repeats itself, break it.

v9.2.1: Tool Slider & Commands

Tool slider from v9.1.1 got refined. 13 slash commands became standard. Ollama stability improved through iterative fixes.

v9.2.2: Networking & Stability

HOSTNAME fix — Skales now binds to 0.0.0.0, making it accessible over Tailscale and LAN. Perfect for multi-device setups.

Auto-updater progress bar — you can see download speed and ETA.

Playwright install fix — browser automation now installs correctly on first run.

v9.2.3: File Tool Routing

File tools (read, write, delete, move) were scattered across the codebase. We unified the routing and added tilde expansion everywhere. Your file operations became consistent and predictable.

v9.2.5: Playground & Video Generation

The big one. Playground beta launched with:

Deep onboarding — new users see an interactive guide to Skales features.
AI-powered Spaces — isolated workspaces for different projects.
Glassmorphism UI — beautiful, modern interface.
Download file tool — agents can now download files from URLs.
Studio providers — Veo 3.0, Imagen 4, GPT Image 1, Kling v2, Runway Gen4 Turbo all integrated.
WordPress v2.0 — shipped with a 96KB Design Skill for content creators.

Playground was the future landing. People could try Skales without installing anything, onboard visually, and understand the power before committing.

The Bridge

v9.2 was the bridge: from experiment to platform, from feature dump to coherent product, from scrappy startup vibe to something real people could rely on. WordPress users got a CMS agent. Auto-updater became invisible. Memory stayed sharp. Agents reasoned better. Video generation worked.

Every release in this cycle fixed two things and added one big thing. The velocity was sustained. The quality went up. By v9.2.5, Skales felt complete in ways it hadn't before.

Download Skales or try the Playground online.

— Mario 🦎