docs: development standards, Makefile, GitHub Pages landing page

- Remove stale STATUS.md and DEVELOPMENT_REPORT.md (content superseded)
- Rewrite README.md to reflect v2 state (228 tests, swarm, L402, voice,
  WebSocket, mobile; Makefile commands; updated architecture diagram)
- Add AGENTS.md — per-agent development standards for Claude, Kimi, and
  Manus; coding conventions, architecture patterns, roadmap, file layout
- Add Makefile — install, dev, test, test-cov, watch, lint, clean targets
- Add docs/index.html — GitHub Pages landing page (dark mission-control
  theme, scanline overlay, feature grid, architecture diagram, quickstart
  steps, agent team cards, roadmap, stats bar)

https://claude.ai/code/session_0181LU8dCresHiLzYxjK4vUC

Makefile

@@ -0,0 +1,69 @@
+.PHONY: install install-bigbrain dev test test-cov watch lint clean help
+
+VENV        := .venv
+PYTHON      := $(VENV)/bin/python
+PIP         := $(VENV)/bin/pip
+PYTEST      := $(VENV)/bin/pytest
+UVICORN     := $(VENV)/bin/uvicorn
+SELF_TDD    := $(VENV)/bin/self-tdd
+
+# ── Setup ─────────────────────────────────────────────────────────────────────
+
+install: $(VENV)/bin/activate
+	$(PIP) install --quiet -e ".[dev]"
+	@echo "✓ Ready. Run 'make dev' to start the dashboard."
+
+install-bigbrain: $(VENV)/bin/activate
+	$(PIP) install --quiet -e ".[dev,bigbrain]"
+	@if [ "$$(uname -m)" = "arm64" ] && [ "$$(uname -s)" = "Darwin" ]; then \
+	    $(PIP) install --quiet "airllm[mlx]"; \
+	    echo "✓ AirLLM + MLX installed (Apple Silicon detected)"; \
+	else \
+	    echo "✓ AirLLM installed (PyTorch backend)"; \
+	fi
+
+$(VENV)/bin/activate:
+	python3 -m venv $(VENV)
+
+# ── Development ───────────────────────────────────────────────────────────────
+
+dev:
+	$(UVICORN) dashboard.app:app --reload --host 0.0.0.0 --port 8000
+
+watch:
+	$(SELF_TDD) watch --interval 60
+
+# ── Testing ───────────────────────────────────────────────────────────────────
+
+test:
+	$(PYTEST) tests/ -q --tb=short
+
+test-cov:
+	$(PYTEST) tests/ --cov=src --cov-report=term-missing --cov-report=xml -q
+
+# ── Code quality ──────────────────────────────────────────────────────────────
+
+lint:
+	@$(PYTHON) -m ruff check src/ tests/ 2>/dev/null || \
+	 $(PYTHON) -m flake8 src/ tests/ 2>/dev/null || \
+	 echo "No linter installed — run: pip install ruff"
+
+# ── Housekeeping ──────────────────────────────────────────────────────────────
+
+clean:
+	find . -type d -name __pycache__ -exec rm -rf {} + 2>/dev/null || true
+	find . -type d -name "*.egg-info" -exec rm -rf {} + 2>/dev/null || true
+	find . -name "*.pyc" -delete 2>/dev/null || true
+	rm -rf .pytest_cache htmlcov .coverage coverage.xml
+
+help:
+	@echo ""
+	@echo "  make install          create venv + install dev deps"
+	@echo "  make install-bigbrain install with AirLLM (big-model backend)"
+	@echo "  make dev              start dashboard at http://localhost:8000"
+	@echo "  make test             run all 228 tests"
+	@echo "  make test-cov         tests + coverage report"
+	@echo "  make watch            self-TDD watchdog (60s poll)"
+	@echo "  make lint             run ruff or flake8"
+	@echo "  make clean            remove build artefacts and caches"
+	@echo ""