Introduce AutoMetabuilder core components and workflow packages:

- Implement core components: CLI argument parsing, environment loading, GitHub service creation, and logging configuration.
- Add support for OpenAI client setup and model resolution.
- Develop SDLC context loader from GitHub and repository files.
- Implement workflow context and engine builders.
- Introduce major workflow packages: `game_tick_loop` and `contextual_iterative_loop`.
- Update localization files with new package descriptions and labels.
- Streamline web navigation by loading items from a dedicated JSON file.

PROMPT.md

@@ -0,0 +1,51 @@
+Always build and test. 
+Maintain the full testing pyramid: unit tests, static analysis, 
+linters, integration tests, and end-to-end coverage. 
+Continuously execute against the roadmap.
+
+Keep files small and focused. 
+Target <100 LOC per file unless there is a clear and 
+documented reason otherwise. 
+Enforce one responsibility per file.
+
+Decompose aggressively. 
+Break up large blobs of logic into composable units. 
+Large files are a smell.
+
+Use structured architecture. 
+Prefer plugin / service / controller patterns with explicit dependency injection.
+
+Favor declarative designs. 
+Declarative workflows are strongly preferred over imperative glue code.
+
+Everything as a workflow. 
+If something is not part of a workflow, question whether it should be executed at all. 
+Even complex systems (including game engines) can be expressed this way.
+
+Eliminate repetition. 
+Loop, parameterize, and abstract instead of copy-pasting similar code.
+
+Externalize data. 
+If you see a list, map, or configuration embedded in code, 
+it likely belongs in JSON (or equivalent).
+
+Modular configuration. 
+If JSON files grow large, 
+split them and reference them hierarchically.
+
+Ship templates, not chores. 
+Package concepts as reusable templates instead of forcing users to configure from scratch.
+
+Logging is mandatory. 
+Use structured logging with clear 
+levels (DEBUG / INFO / TRACE / ERROR) throughout the system.
+
+Declarative workflows first. 
+Increase usage wherever possible.
+
+Innovate continuously. 
+Avoid stagnation; improve structure, clarity, and expressiveness over time.
+
+Roadmap discipline. 
+If you run out of ROADMAP.md tasks, stop and report. 
+We should reassess priorities before inventing work.

src/autometabuilder/messages_en.json

@@ -182,8 +182,18 @@
   "meta.settings.litellm_api_key.description": "Alternative API key if using LiteLLM proxy for multiple LLM providers.",
   "meta.settings.log_level.label": "Log Level",
   "meta.settings.log_level.description": "Controls how much detail is written to logs. DEBUG shows everything, ERROR shows only errors.",
+  "meta.settings.log_level.options.trace": "Trace",
+  "meta.settings.log_level.options.debug": "Debug",
+  "meta.settings.log_level.options.info": "Info",
+  "meta.settings.log_level.options.warning": "Warning",
+  "meta.settings.log_level.options.error": "Error",
   "meta.settings.app_lang.label": "Application Language",
   "meta.settings.app_lang.description": "Language for bot messages and UI text.",
+  "meta.settings.app_lang.options.en": "English",
+  "meta.settings.app_lang.options.es": "Spanish",
+  "meta.settings.app_lang.options.fr": "French",
+  "meta.settings.app_lang.options.nl": "Dutch",
+  "meta.settings.app_lang.options.pirate": "Pirate",
   "meta.settings.prompt_path.label": "Prompt File Path",
   "meta.settings.prompt_path.description": "Path to the YAML file containing the system prompt configuration.",
   "meta.settings.web_user.label": "Web UI Username",
@@ -378,6 +388,16 @@
   "ui.workflow.templates.loaded": "Template loaded.",
   "ui.workflow.templates.error": "Unable to load templates.",
   "ui.workflow.templates.error_load": "Unable to load the selected template.",
+  "ui.workflow.palette.title": "Node Palette",
+  "ui.workflow.palette.search_label": "Find nodes",
+  "ui.workflow.palette.search_placeholder": "Search nodes or keywords...",
+  "ui.workflow.palette.loading": "Loading nodes...",
+  "ui.workflow.palette.empty": "No matching nodes.",
+  "ui.workflow.palette.group.core": "Core",
+  "ui.workflow.palette.group.tools": "Tools",
+  "ui.workflow.palette.group.utils": "Utilities",
+  "ui.workflow.palette.group.control": "Control",
+  "ui.workflow.palette.group.other": "Other",
   "meta.workflow_packages.blank.label": "Blank Canvas",
   "meta.workflow_packages.blank.description": "Start with an empty workflow.",
   "meta.workflow_packages.iterative_loop.label": "Iterative Agent Loop",

src/autometabuilder/web/static/css/workflow_palette.css

@@ -0,0 +1,55 @@
+.amb-workflow-palette-list {
+    margin-top: 0.75rem;
+    display: flex;
+    flex-direction: column;
+    gap: 1rem;
+    max-height: 420px;
+    overflow-y: auto;
+    padding-right: 0.25rem;
+}
+
+.amb-workflow-palette-group {
+    display: flex;
+    flex-direction: column;
+    gap: 0.5rem;
+}
+
+.amb-workflow-palette-heading {
+    font-size: 0.7rem;
+    letter-spacing: 0.08em;
+    text-transform: uppercase;
+    color: var(--amb-text-muted);
+}
+
+.amb-workflow-palette-items {
+    display: flex;
+    flex-direction: column;
+    gap: 0.5rem;
+}
+
+.amb-workflow-palette-item {
+    text-align: left;
+    background: var(--amb-bg-secondary);
+    border: 1px solid var(--amb-border-color);
+    border-radius: 0.75rem;
+    padding: 0.6rem 0.75rem;
+    transition: border-color 0.2s ease, box-shadow 0.2s ease, transform 0.2s ease;
+}
+
+.amb-workflow-palette-item:hover {
+    border-color: var(--amb-text-secondary);
+    box-shadow: 0 0.4rem 1rem rgba(0, 0, 0, 0.08);
+    transform: translateY(-1px);
+}
+
+.amb-workflow-palette-title {
+    display: block;
+    font-weight: 600;
+    color: var(--amb-text-primary);
+}
+
+.amb-workflow-palette-subtitle {
+    display: block;
+    font-size: 0.75rem;
+    color: var(--amb-text-muted);
+}