v2: Forge Console + Open WebUI artifacts + Docker

- web/: Local chat UI (Express + WS → Codex bridge)
- openwebui/: Preset, pipelines, knowledge manifest
- Dockerfile + docker-compose.yml
- Updated README with 3 frontend options
- CLI-agnostic: works with Codex, Claude Code, Kiro, Gemini

skills/factory-standards/SKILL.md

@@ -0,0 +1,31 @@
+---
+name: factory-standards
+description: Manage and access the Transparent Factory engineering and product tenets from Bitbucket.
+tools:
+  - name: factory_update
+    description: Clone or pull the latest Transparent Factory rules and PR/FAQ from the central repository.
+    entry:
+      type: python
+      path: manager.py
+      args: ["update"]
+  - name: factory_list
+    description: List available tenets, standards, and guidelines in the Transparent Factory repository.
+    entry:
+      type: python
+      path: manager.py
+      args: ["list"]
+---
+
+# Transparent Factory Standards Manager
+
+This skill synchronizes the definitive **Transparent Factory** architectural and product rules into your local project from the central Bitbucket repository.
+
+## Capabilities
+- **Update/Install:** Automatically clones `reltio-ondemand/transparent-factory.git` if missing, or pulls latest changes if present.
+- **List:** Enumerates available tenets (`content/`), PR/FAQ documents, and exported factory skills.
+
+## Architecture
+Managed files are auto-cloned to `.standards/factory/` relative to the root of your project workspace (e.g., if this skill is in `skills/factory-standards/`, it clones to `../../.standards/factory/`).
+
+## How to use in AI Prompts
+If you are an AI agent, you must run `factory_update` to ensure the local `.standards/factory/` directory is present and up-to-date before writing any Product Requirements Documents, Epics, or technical specifications.