refactor(docs): code analysis engine

changes:
  - file: llx_refactor.py
    area: core
    added: [main, build_prompt, run_refactor, git_tracked_python_files, select_llx_model, build_parser]
  - file: browser.py
    area: core
    added: [site_explorer, form_data_loader, get_form_data_loader]
    modified: [__init__, _has_extract_companies_action, _has_form_action, _has_type_action, _has_extract_article_action, BrowserAdapter, +8 more]
  - file: browser_connector.py
    area: service
    modified: [BrowserConnector, connect]
  - file: backend_detector.py
    area: core
    modified: [detect, detect_with_fallback, BackendDetector]
  - file: browser_controller.py
    area: core
    modified: [check_session, BrowserController]
  - file: registry.py
    area: core
    added: [_register_default_actions]
    modified: [clear, ActionRegistry]
  - file: pipeline_runner_plans.py
    area: core
    added: [_initialize_plan_variables, _inject_replacement_steps, _build_service_context, _detect_desktop_steps, _summarize_results]
    modified: [execute_action_plan, PlanExecutionMixin]
  - file: conftest.py
    area: test
    added: [_session_event_loop, _default_event_loop]
    modified: [nlp2cmd_sql, pytest_configure, kubernetes_adapter, sql_adapter, docker_adapter, schema_registry, +7 more]
  - file: conftest_browser.py
    area: test
    added: [mock_site_explorer, mock_browser_adapter, sample_browser_irs, pytest_collection_modifyitems]
  - file: test_llm_router_live.py
    area: api
    added: [require_openrouter, require_ollama, _ollama_models]
    modified: [_has_ollama_model, TestLiveOpenRouter, TestLiveOllama, TestFallbackChain, test_vision_local_qwen_vl, _ollama_available]
  - file: test_form_detection.py
    area: test
    modified: [test_form_detection]
  - file: test_search_skill.py
    area: test
    modified: [TestSearchIntegration]

dependencies:
  flow: "conftest→pytest, conftest_browser→pytest, desktop_action_executor→backend_detector, test_form_detection→pytest, test_llm_router_live→pytest, test_search_skill→pytest, test_service→pytest"
  - desktop_action_executor.py -> backend_detector.py
  - desktop_action_executor.py -> browser_controller.py
  - conftest.py -> pytest.py
  - conftest_browser.py -> pytest.py
  - test_llm_router_live.py -> pytest.py
  - test_form_detection.py -> pytest.py
  - test_search_skill.py -> pytest.py
  - test_service.py -> pytest.py

stats:
  lines: "+78819/-15392 (net +63427)"
  files: 56
  complexity: "+170% complexity (monitor)"

Author: tom-sapletta-com

.pyqual/pipeline.db

@@ -97,9 +97,18 @@ setup-dev: ## Complete development setup
 # Testing
 # =============================================================================
 
-test: ## Run all tests
+test: ## Run all tests (fast, parallel)
 	$(PYTEST) tests/ -v --tb=short
 
+test-fast: ## Run fast tests only (excludes slow, e2e, browser)
+	$(PYTEST) tests/ -v --tb=short -m "not e2e and not slow and not browser"
+
+test-slow: ## Run slow tests (including browser automation)
+	$(PYTEST) tests/ -v --tb=short -m "slow"
+
+test-parallel: ## Run tests with explicit parallelization
+	$(PYTEST) tests/ -v --tb=short -n auto --dist=loadscope
+
 test-unit: ## Run unit tests only
 	$(PYTEST) tests/unit/ -v --tb=short
 

CHANGELOG.md

@@ -7,6 +7,21 @@
 [![PyPI Version](https://img.shields.io/pypi/v/nlp2cmd.svg)](https://pypi.org/project/nlp2cmd/)
 [![1543+ Tests](https://img.shields.io/badge/tests-1543%2B-brightgreen.svg)](https://github.com/wronai/nlp2cmd)
 
+
+## AI Cost Tracking
+
+![PyPI](https://img.shields.io/badge/pypi-costs-blue) ![Version](https://img.shields.io/badge/version-1.1.6-blue) ![Python](https://img.shields.io/badge/python-3.9+-blue) ![License](https://img.shields.io/badge/license-Apache--2.0-green)
+![AI Cost](https://img.shields.io/badge/AI%20Cost-$7.50-orange) ![Human Time](https://img.shields.io/badge/Human%20Time-95.8h-blue) ![Model](https://img.shields.io/badge/Model-openrouter%2Fqwen%2Fqwen3--coder--next-lightgrey)
+
+- 🤖 **LLM usage:** $7.5000 (273 commits)
+- 👤 **Human dev:** ~$9584 (95.8h @ $100/h, 30min dedup)
+
+Generated on 2026-03-30 using [openrouter/qwen/qwen3-coder-next](https://openrouter.ai/qwen/qwen3-coder-next)
+
+---
+
+
+
 **Natural Language → Domain-Specific Commands** — production-ready framework for transforming natural language (Polish + English) into shell, SQL, Docker, Kubernetes, browser automation, and desktop GUI commands.
 
 ## Quick Start
@@ -355,8 +370,7 @@ pytest --cov=nlp2cmd --cov-report=html  # With coverage
 
 ## License
 
-Apache License 2.0 - see [LICENSE](LICENSE) for details.
-
+Licensed under Apache-2.0.
 ## Author
 
-Created by **Tom Sapletta** - [tom@sapletta.com](mailto:tom@sapletta.com)
+Tom Sapletta

Makefile

@@ -1 +1 @@
-1.1.5
+1.1.6