ComfyUI-Lora-Manager/AGENTS.md

AGENTS.md

This file provides guidance for agentic coding assistants working in this repository.

Overview

ComfyUI LoRA Manager is a comprehensive LoRA management system for ComfyUI that combines a Python backend with browser-based widgets. It provides model organization, downloading from CivitAI/CivArchive, recipe management, and one-click workflow integration.

Development Commands

Backend Development

# Install dependencies
pip install -r requirements.txt
pip install -r requirements-dev.txt

# Run standalone server (port 8188 by default)
python standalone.py --port 8188

# Run all backend tests
pytest

# Run specific test file
pytest tests/test_recipes.py

# Run specific test function
pytest tests/test_recipes.py::test_function_name

# Run backend tests with coverage
COVERAGE_FILE=coverage/backend/.coverage pytest \
  --cov=py --cov=standalone \
  --cov-report=term-missing \
  --cov-report=html:coverage/backend/html \
  --cov-report=xml:coverage/backend/coverage.xml \
  --cov-report=json:coverage/backend/coverage.json

Frontend Development (LoRA Manager Web UI)

# Install dependencies (root and Vue widgets)
npm install
cd vue-widgets && npm install && cd ..

npm test                    # Run all tests (JS + Vue)
npm run test:js             # Run JS tests only
npm run test:vue            # Run Vue widget tests only
npm run test:watch          # Watch mode (JS tests only)
npm run test:coverage       # Generate coverage report

Vue Widget Development

cd vue-widgets
npm install
npm run dev                 # Build in watch mode
npm run build               # Build production bundle
npm run typecheck           # Run TypeScript type checking
npm test                    # Run Vue widget tests
npm run test:watch          # Watch mode
npm run test:coverage       # Generate coverage report

Localization

# Sync translation keys after UI string updates
python scripts/sync_translation_keys.py

Locale files are in locales/ (en, zh-CN, zh-TW, ja, ko, fr, de, es, ru, he).

Code Style

Python

Imports & Formatting

• Use from __future__ import annotations for forward references
• Group imports: standard library, third-party, local (blank line separated)
• Use TYPE_CHECKING guard for type-checking-only imports
• Absolute imports within py/: from ..services import X
• PEP 8 with 4-space indentation, type hints required

Naming Conventions

• Files: snake_case.py, Classes: PascalCase, Functions/vars: snake_case
• Constants: UPPER_SNAKE_CASE, Private: _protected, __mangled

Error Handling & Async

• Use logging.getLogger(__name__), define custom exceptions in py/services/errors.py
• async def for I/O, @pytest.mark.asyncio for async tests
• Singleton with asyncio.Lock: see ModelScanner.get_instance()
• Return aiohttp.web.json_response or web.Response

JavaScript/TypeScript

Imports & Modules

• ES modules: import { app } from "../../scripts/app.js" for ComfyUI
• Vue: import { ref, computed } from 'vue', type imports: import type { Foo }
• Export named functions: export function foo() {}

Naming & Formatting

• camelCase for functions/vars/props, PascalCase for classes
• Constants: UPPER_SNAKE_CASE, Files: snake_case.js or kebab-case.js
• 2-space indentation preferred (follow existing file conventions)
• Vue Single File Components: <script setup lang="ts"> preferred

Widget Development

• Prefer vanilla JS for web/comfyui/ widgets; avoid framework dependencies (except the Vue widgets in vue-widgets/)
• ComfyUI: app.registerExtension(), node.addDOMWidget(name, type, element, options)
• Event handlers via addEventListener or widget callbacks
• Shared utilities: web/comfyui/utils.js
• Dual-mode rendering patterns (canvas vs Vue): see docs/comfyui-dual-mode-widgets.md

Vue Composables Pattern

• Use composition API: useXxxState(widget), return reactive refs and methods
• Guard restoration loops with flag: let isRestoring = false
• Build config from state: const buildConfig = (): Config => { ... }

Architecture

Dual Mode Operation

The system runs in two modes:

• ComfyUI plugin mode: Integrates with ComfyUI's PromptServer, uses folder_paths for model discovery
• Standalone mode: standalone.py mocks ComfyUI dependencies, reads paths from settings.json
• Detection: os.environ.get("LORA_MANAGER_STANDALONE", "0") == "1"

Backend Entry Points

• __init__.py — ComfyUI plugin entry: registers nodes via NODE_CLASS_MAPPINGS, sets WEB_DIRECTORY, calls LoraManager.add_routes()
• standalone.py — Standalone server: mocks folder_paths and node modules, starts aiohttp server
• py/lora_manager.py — Main LoraManager class that registers all HTTP routes

Service Layer

• ServiceRegistry singleton for DI, services use get_instance() classmethod
• BaseModelService abstract base → LoraService, CheckpointService, EmbeddingService
• ModelScanner base → LoraScanner, CheckpointScanner, EmbeddingScanner for file discovery with hash-based deduplication
• PersistentModelCache (SQLite) for metadata persistence
• MetadataSyncService — background sync from CivitAI/CivArchive APIs
• SettingsManager — settings with schema migration support
• WebSocketManager — real-time progress broadcasting
• ModelServiceFactory — creates the right service for each model type
• Use cases in py/services/use_cases/ orchestrate complex business logic (auto-organize, bulk refresh, downloads)
• Separate scanners (discovery) from services (business logic)
• Handlers in py/routes/handlers/ are pure functions with deps as params

Model Types & Routes

• API endpoints follow /loras/*, /checkpoints/*, /embeddings/* patterns
• Route registrars organize endpoints by domain: ModelRouteRegistrar, RecipeRouteRegistrar, etc.
• Request handlers in py/routes/handlers/ implement route logic
• All routes use aiohttp, return web.json_response or web.Response

Recipe System

• Base: py/recipes/base.py, Enrichment: RecipeEnrichmentService in py/recipes/enrichment.py
• Parsers: py/recipes/parsers/ for PNG metadata, JSON, and workflow formats

Custom Nodes

• Location: py/nodes/, all nodes registered in __init__.py
• Each node class has a NAME class attribute used as key in NODE_CLASS_MAPPINGS
• Standard ComfyUI node pattern: INPUT_TYPES() classmethod, RETURN_TYPES, FUNCTION

Configuration

• py/config.py manages folder paths for models and handles symlink mappings
• Auto-saves paths to settings.json in ComfyUI mode

Frontend UI Architecture

1. LoRA Manager Web UI

• Location: ./static/ (JS/CSS) and ./templates/ (HTML)
• Tech: Vanilla JS + CSS, served by the hosting server (ComfyUI app in plugin mode, standalone.py in standalone mode)
• Tests: tests/frontend/**/*.test.js (vitest + jsdom)

2. ComfyUI Custom Node Widgets

• Location: ./web/comfyui/ (Vanilla JS) + ./vue-widgets/ (Vue)
• Primary styles: ./web/comfyui/lm_styles.css (NOT ./static/css/)
• Vue widgets: Vue 3 + TypeScript + PrimeVue + vue-i18n, e.g. LoraPoolWidget, LoraRandomizerWidget, LoraCyclerWidget, AutocompleteTextWidget
• Vue builds to ./web/comfyui/vue-widgets/; auto-built on ComfyUI startup via py/vue_widget_builder.py, typecheck via vue-tsc
• Widget registration: app.registerExtension() and getCustomWidgets hooks; node.addDOMWidget(...) embeds HTML in LiteGraph nodes
• See docs/dom_widget_dev_guide.md for the DOMWidget development guide

Testing

Backend (pytest)

• Config in pytest.ini: --import-mode=importlib, testpaths=tests
• Fixtures in tests/conftest.py mock ComfyUI dependencies; use tmp_path_factory for isolation
• Markers: @pytest.mark.asyncio, @pytest.mark.no_settings_dir_isolation (tests needing real settings paths)

Frontend (vitest)

• Vanilla JS tests: tests/frontend/**/*.test.js with jsdom; setup in tests/frontend/setup.js
• Vue widget tests: vue-widgets/tests/**/*.test.ts with jsdom + @vue/test-utils

Key Integration Points

• Settings: Stored in the user config directory (via platformdirs) or portable mode ("use_portable_settings": true)
• CivitAI/CivArchive: API clients for metadata sync and model downloads; CivitAI API key stored in settings
• Symlinks: Config scans symlinks to map virtual→physical paths; fingerprinting prevents redundant rescans
• WebSocket: Broadcasts real-time progress for downloads, scans, and metadata sync
• Model scanning flow: Walk folders → compute hashes → deduplicate → extract safetensors metadata → cache in SQLite → background CivitAI sync → WebSocket broadcast

Important Notes

• ALWAYS use English for comments (per copilot-instructions.md)
• Run python scripts/sync_translation_keys.py after adding UI strings to locales/en.json
• Symlinks require normalized paths. Business paths vs real paths: All stored paths and operation routing use the original paths as they appear under configured model roots — symlinks are NOT resolved. os.path.realpath is only for scanner dedup and the symlink cache. Any path passed to os.remove/os.rename/shutil.move or validated by a containment check MUST use the business path (i.e. os.path.abspath, not realpath).

Git / Commit Messages

• Follow the style of recent repository commits when writing commit messages
• Prefer the repo's existing feat(...), fix(...), chore: style where applicable
• If the user has provided a GitHub issue link or issue ID for the task, mention that issue in the commit message, for example (#871)
• When unrelated local changes exist, stage and commit only the files relevant to the requested task