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 # Project-specific
 *.db
+.claude/
@@ -1,59 +1,114 @@
 # CLAUDE.md
 
-Queryable analytics for Claude Code session logs, exposed as an MCP server.
+Queryable analytics for Claude Code session logs, exposed as an MCP server and CLI.
 
 ## Project Overview
 
 This MCP server replaces the bash script `~/.claude/contrib/parse-session-logs.sh` with a persistent, queryable analytics layer. It parses JSONL session logs from `~/.claude/projects/` and provides:
 
-- **User-centric timeline**: Events across conversations, organized by timestamp
-- **Rich querying**: Tool frequency, command breakdown, sequences, permission gaps
-- **Persistent storage**: SQLite at `~/.claude/contrib/analytics/data.db`
-- **Auto-refresh**: Queries automatically refresh stale data (>5 min old)
-- **CLI access**: Full CLI for shell scripts and hooks
+- **Tool frequency analysis**: Which tools you use most (Read, Edit, Bash, etc.)
+- **Command breakdown**: Bash command patterns (git, make, cargo, etc.)
+- **Workflow sequences**: Common tool chains like Read → Edit → Bash
+- **Permission gap detection**: Commands that should be added to settings.json
+- **Token usage tracking**: Usage by day, session, or model
+- **Session timeline**: Events across conversations, organized by timestamp
 
 ## Architecture
 
-Follows the `claude-event-bus` pattern:
-- FastMCP for MCP server implementation
-- SQLite for persistence
-- LaunchAgent for always-on availability
-- CLI wrapper for shell access
+```
+~/.claude/projects/**/*.jsonl  →  SQLite DB  →  MCP Server / CLI
+                                     ↓
+                           ~/.claude/contrib/analytics/data.db
+```
+
+Key components:
+- **FastMCP** for MCP server implementation
+- **SQLite** for persistent storage with incremental ingestion
+- **Auto-refresh** queries automatically refresh stale data (>5 min old)
+- **LaunchAgent** for always-on availability (macOS)
 
 ## Commands
 
 ```bash
-make check      # Run fmt, lint, test
+make check      # Run fmt, lint, test (84 tests)
 make install    # Install LaunchAgent + CLI
 make uninstall  # Remove LaunchAgent + CLI
 make dev        # Run in dev mode with auto-reload
 ```
 
 ## Key Files
 
-- `src/session_analytics/server.py` - MCP tools + entry point
-- `src/session_analytics/storage.py` - SQLite backend
-- `src/session_analytics/ingest.py` - JSONL parsing
-- `src/session_analytics/queries.py` - Query implementations
-- `src/session_analytics/patterns.py` - Pattern detection
+| File | Purpose |
+|------|---------|
+| `src/session_analytics/server.py` | MCP tools + HTTP server entry point |
+| `src/session_analytics/cli.py` | CLI with formatter registry for output |
+| `src/session_analytics/storage.py` | SQLite backend with migration support |
+| `src/session_analytics/ingest.py` | JSONL parsing with incremental updates |
+| `src/session_analytics/queries.py` | Query implementations with `build_where_clause()` helper |
+| `src/session_analytics/patterns.py` | Pattern detection (sequences, permission gaps) |
+
+## Architecture Patterns
+
+- **Public API**: Use `storage.execute_query()` / `execute_write()` for raw SQL; avoid `_connect()`
+- **Formatter Registry**: CLI uses `@_register_formatter(predicate)` decorator pattern
+- **Schema Migrations**: Use `@migration(version, name)` decorator in storage.py for DB changes
+- **Module Imports**: server.py uses `from session_analytics import queries, patterns, ingest`
 
 ## MCP Tools
 
 | Tool | Purpose |
 |------|---------|
+| `get_status` | Database stats and last ingestion time |
 | `ingest_logs` | Refresh data from JSONL files |
-| `query_timeline` | Events in time window |
-| `query_tool_frequency` | Tool usage counts |
-| `query_commands` | Bash command breakdown |
-| `query_sequences` | Common tool patterns |
-| `query_permission_gaps` | Commands needing settings.json |
-| `query_sessions` | Session metadata |
-| `query_tokens` | Token usage analysis |
+| `query_tool_frequency` | Tool usage counts (Read, Edit, Bash, etc.) |
+| `query_timeline` | Events in time window with filtering |
+| `query_commands` | Bash command breakdown with prefix filter |
+| `query_sessions` | Session metadata and token totals |
+| `query_tokens` | Token usage by day, session, or model |
+| `query_sequences` | Common tool patterns (n-grams) |
+| `query_permission_gaps` | Commands needing settings.json entries |
 | `get_insights` | Pre-computed patterns for /improve-workflow |
-| `get_status` | Ingestion status + DB stats |
+
+## CLI Commands
+
+All commands support `--json` for machine-readable output:
+
+```bash
+session-analytics-cli status              # DB stats
+session-analytics-cli ingest --days 30    # Refresh data
+session-analytics-cli frequency           # Tool usage
+session-analytics-cli commands --prefix git  # Command breakdown
+session-analytics-cli sessions            # Session info
+session-analytics-cli tokens --by model   # Token usage
+session-analytics-cli sequences           # Tool chains
+session-analytics-cli permissions         # Permission gaps
+session-analytics-cli insights            # For /improve-workflow
+```
+
+## Integration
+
+### With /improve-workflow
+
+The `get_insights` tool (or `session-analytics-cli insights`) provides pre-computed patterns:
+- Tool frequency for identifying high-value automations
+- Command frequency for settings.json additions
+- Tool sequences for workflow optimization
+- Permission gaps with ready-to-use suggestions
+
+### With session-start hook
+
+Can be used to auto-ingest on session start:
+```bash
+session-analytics-cli ingest --days 1 --json 2>/dev/null || true
+```
+
+## Data Model
+
+**Events table**: Individual tool uses with timestamps, tokens, commands
+**Sessions table**: Aggregated session metadata
+**Patterns table**: Pre-computed patterns for fast querying
+**Ingested files table**: Tracks file mtime/size for incremental updates
 
 ## Reference
 
 Full implementation plan: `~/.claude/plans/precious-crunching-crescent.md`
-
-Reference implementation: `~/Documents/projects/claude-event-bus/`
 
@@ -0,0 +1,73 @@
+.PHONY: check fmt lint test clean install uninstall dev venv
+
+# Run all quality gates (format check, lint, tests)
+check: fmt lint test
+
+# Check/fix formatting with ruff
+fmt:
+	ruff format --check .
+
+# Run linter with ruff
+lint:
+	ruff check .
+
+# Run tests
+test:
+	pytest tests/ -v
+
+# Clean build artifacts
+clean:
+	rm -rf build/ dist/ *.egg-info .pytest_cache .ruff_cache
+	find . -type d -name __pycache__ -exec rm -rf {} + 2>/dev/null || true
+
+# Create virtual environment (requires Python 3.10+)
+venv:
+	@if [ ! -d .venv ]; then \
+		echo "Creating virtual environment..."; \
+		PYTHON=$$(command -v python3.12 || command -v python3.11 || command -v python3.10 || echo "python3"); \
+		$$PYTHON -m venv .venv && .venv/bin/pip install --upgrade pip; \
+	fi
+
+# Install with dev dependencies (for development)
+dev: venv
+	.venv/bin/pip install -e ".[dev]"
+
+# Full installation: venv + deps + LaunchAgent + CLI + MCP
+install: venv
+	@echo "Installing dependencies..."
+	.venv/bin/pip install -e .
+	@echo ""
+	@echo "Installing LaunchAgent..."
+	./scripts/install-launchagent.sh
+	@echo ""
+	@echo "Adding to Claude Code..."
+	@CLAUDE_CMD=$$(command -v claude || echo "$$HOME/.local/bin/claude"); \
+	if [ -x "$$CLAUDE_CMD" ]; then \
+		$$CLAUDE_CMD mcp add --transport http --scope user session-analytics http://localhost:8081/mcp 2>/dev/null && \
+			echo "Added session-analytics to Claude Code" || \
+			echo "session-analytics already configured in Claude Code"; \
+	else \
+		echo "Note: claude not found. Run manually:"; \
+		echo "  claude mcp add --transport http --scope user session-analytics http://localhost:8081/mcp"; \
+	fi
+	@echo ""
+	@echo "Installation complete!"
+	@echo ""
+	@echo "Make sure ~/.local/bin is in your PATH:"
+	@echo '  export PATH="$$HOME/.local/bin:$$PATH"'
+
+# Uninstall: LaunchAgent + CLI + MCP config
+uninstall:
+	@echo "Uninstalling..."
+	./scripts/uninstall-launchagent.sh
+	@echo ""
+	@echo "Removing from Claude Code..."
+	@CLAUDE_CMD=$$(command -v claude || echo "$$HOME/.local/bin/claude"); \
+	if [ -x "$$CLAUDE_CMD" ]; then \
+		$$CLAUDE_CMD mcp remove --scope user session-analytics 2>/dev/null && \
+			echo "Removed session-analytics from Claude Code" || \
+			echo "session-analytics not found in Claude Code"; \
+	fi
+	@echo ""
+	@echo "Uninstall complete!"
+	@echo "Note: venv and source code remain in place."
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`38`	`38`
`39`	`39`	`# Project-specific`
`40`	`40`	`*.db`
	`41`	`+.claude/`