diff --git a/gitshield/cli.py b/gitshield/cli.py
index 941de56..94dad75 100644
--- a/gitshield/cli.py
+++ b/gitshield/cli.py
@@ -1,12 +1,13 @@
 """GitShield CLI — Prevent accidental secret commits."""
 
+import re
 import sys
 from pathlib import Path
 
 import click
 
 from . import __version__
-from .config import filter_findings, load_ignore_list, find_git_root
+from .config import filter_findings, load_config, load_ignore_list, find_git_root
 from .formatter import print_findings, print_json, print_blocked_message, colorize, Colors
 from .scanner import scan_path, ScannerError
 
@@ -32,7 +33,8 @@ def scan(path: str, staged: bool, no_git: bool, as_json: bool, sarif: bool, quie
 
         # Filter ignored
         ignores = load_ignore_list(Path(path))
-        findings = filter_findings(findings, ignores)
+        config = load_config(Path(path))
+        findings = filter_findings(findings, ignores, config=config)
 
         # Output
         if sarif:
@@ -75,7 +77,7 @@ def hook_install(path: str):
     hook_path = hooks_dir / "pre-commit"
 
     # GitShield hook content
-    gitshield_hook = '\n\n# GitShield secret scan\nexport PATH="$PATH:$HOME/Library/Python/3.9/bin:$HOME/.local/bin"\ngitshield scan --staged --quiet\n'
+    gitshield_hook = '\n\n# GitShield secret scan\nexport PATH="$PATH:$HOME/.local/bin"\ngitshield scan --staged --quiet\n'
 
     if hook_path.exists():
         content = hook_path.read_text()
@@ -89,7 +91,7 @@ def hook_install(path: str):
         hook_content = """#!/bin/sh
 # GitShield pre-commit hook
 
-export PATH="$PATH:$HOME/Library/Python/3.9/bin:$HOME/.local/bin"
+export PATH="$PATH:$HOME/.local/bin"
 gitshield scan --staged --quiet
 """
         hook_path.write_text(hook_content)
@@ -119,16 +121,27 @@ def hook_uninstall(path: str):
 
     lines = content.split("\n")
     new_lines = []
-    skip_next = False
+    in_block = False
 
     for line in lines:
         if "# GitShield" in line:
-            skip_next = True
+            in_block = True
             continue
-        if skip_next and "gitshield" in line:
-            skip_next = False
+        if in_block:
+            if not line.strip():
+                # Skip blank lines within the block
+                continue
+            if "gitshield" in line.lower():
+                # The gitshield command line — block ends after this
+                in_block = False
+                continue
+            if line.startswith("export"):
+                # PATH export added by gitshield block
+                continue
+            # Non-gitshield content encountered — end of block
+            in_block = False
+            new_lines.append(line)
             continue
-        skip_next = False
         new_lines.append(line)
 
     new_content = "\n".join(new_lines).strip()
@@ -175,10 +188,15 @@ def claude_status():
 @main.command()
 @click.option("--path", "-p", default=".", type=click.Path(exists=True),
               help="Repository path")
-def init(path: str):
+@click.option("--force", is_flag=True, help="Overwrite existing config")
+def init(path: str, force: bool):
     """Create a .gitshield.toml config file with sensible defaults."""
     from .config import create_default_config
-    config_path = create_default_config(Path(path))
+    try:
+        config_path = create_default_config(Path(path), force=force)
+    except FileExistsError as e:
+        click.echo(colorize(f"Error: {e}", Colors.RED), err=True)
+        sys.exit(1)
     click.echo(colorize(f"Created {config_path}", Colors.GREEN))
     click.echo("Edit this file to customize patterns, allowlists, and thresholds.")
 
@@ -192,7 +210,7 @@ def init(path: str):
 @click.option("--stats", is_flag=True, help="Show scanning statistics")
 def patrol(repo: str, limit: int, dry_run: bool, stats: bool):
     """Scan public GitHub repos for leaked secrets."""
-    from .monitor import fetch_public_events, fetch_repo_info, clone_and_scan
+    from .monitor import fetch_public_events, fetch_repo_info, clone_and_scan, GitHubError
     from .notifier import notify
     from .db import get_stats
 
@@ -209,6 +227,10 @@ def patrol(repo: str, limit: int, dry_run: bool, stats: bool):
                 click.echo(colorize("Error: Use format owner/name", Colors.RED), err=True)
                 sys.exit(1)
             owner, name = repo.split("/", 1)
+            _valid_gh_name = re.compile(r'^[A-Za-z0-9._-]+$')
+            if not _valid_gh_name.match(owner) or not _valid_gh_name.match(name):
+                click.echo(colorize("Error: Invalid repo format", Colors.RED), err=True)
+                sys.exit(1)
             repos = [fetch_repo_info(owner, name)]
             click.echo(f"Scanning {repo}...")
         else:
@@ -255,10 +277,10 @@ def patrol(repo: str, limit: int, dry_run: bool, stats: bool):
         click.echo(f"  Secrets found: {total_findings}")
         click.echo(f"  Notifications: {notified_count}")
 
+    except GitHubError as e:
+        click.echo(colorize(f"Error: {e}", Colors.RED), err=True)
+        sys.exit(1)
     except Exception as e:
-        if "GitHubError" in type(e).__name__:
-            click.echo(colorize(f"Error: {e}", Colors.RED), err=True)
-            sys.exit(1)
         click.echo(colorize(f"Error: {e}", Colors.RED), err=True)
         sys.exit(2)
 
diff --git a/gitshield/config.py b/gitshield/config.py
index b42ea82..a88e0f8 100644
--- a/gitshield/config.py
+++ b/gitshield/config.py
@@ -8,6 +8,7 @@
 from __future__ import annotations
 
 import fnmatch
+import os
 from dataclasses import dataclass, field
 from pathlib import Path
 from typing import Any, Dict, List, Optional, Set
@@ -80,6 +81,14 @@ class GitShieldConfig:
     custom_patterns: List[Dict[str, Any]] = field(default_factory=list)
 
 
+# ---------------------------------------------------------------------------
+# Credential helpers
+# ---------------------------------------------------------------------------
+def get_github_token() -> Optional[str]:
+    """Get GitHub token from environment."""
+    return os.environ.get("GITHUB_TOKEN") or os.environ.get("GH_TOKEN")
+
+
 # ---------------------------------------------------------------------------
 # Git root discovery
 # ---------------------------------------------------------------------------
@@ -175,14 +184,20 @@ def load_config(path: Path) -> GitShieldConfig:
 # ---------------------------------------------------------------------------
 # Default config creation
 # ---------------------------------------------------------------------------
-def create_default_config(path: Path) -> Path:
+def create_default_config(path: Path, force: bool = False) -> Path:
     """
     Create a .gitshield.toml with sensible defaults and inline comments.
 
+    Raises FileExistsError if the config already exists and *force* is False.
+
     Returns the path to the created file.
     """
     root = find_git_root(path)
     config_file = root / CONFIG_FILE
+    if config_file.exists() and not force:
+        raise FileExistsError(
+            f"{config_file} already exists. Use --force to overwrite."
+        )
     config_file.write_text(_DEFAULT_CONFIG_TOML, encoding="utf-8")
     return config_file
 
diff --git a/gitshield/db.py b/gitshield/db.py
index f39249e..f7d9930 100644
--- a/gitshield/db.py
+++ b/gitshield/db.py
@@ -1,22 +1,39 @@
 """SQLite database for tracking scanned repos and notifications."""
 
+import atexit
 import sqlite3
 from datetime import datetime
 from pathlib import Path
-from typing import Optional
+from typing import List, Optional, Set
 
 # Database location
 DB_DIR = Path.home() / ".gitshield"
 DB_PATH = DB_DIR / "gitshield.db"
 
+# Module-level singleton connection — initialized on first use.
+_conn: Optional[sqlite3.Connection] = None
+
+
+def _close_connection() -> None:
+    """Close the singleton connection on process exit."""
+    global _conn
+    if _conn is not None:
+        _conn.close()
+        _conn = None
+
+
+atexit.register(_close_connection)
+
 
 def get_connection() -> sqlite3.Connection:
-    """Get database connection, creating tables if needed."""
-    DB_DIR.mkdir(parents=True, exist_ok=True)
-    conn = sqlite3.connect(DB_PATH)
-    conn.row_factory = sqlite3.Row
-    _init_tables(conn)
-    return conn
+    """Return the module-level DB connection, creating it on first call."""
+    global _conn
+    if _conn is None:
+        DB_DIR.mkdir(parents=True, exist_ok=True)
+        _conn = sqlite3.connect(DB_PATH)
+        _conn.row_factory = sqlite3.Row
+        _init_tables(_conn)
+    return _conn
 
 
 def _init_tables(conn: sqlite3.Connection) -> None:
@@ -51,7 +68,6 @@ def was_scanned_recently(repo_url: str, hours: int = 24) -> bool:
         (repo_url,)
     )
     row = cursor.fetchone()
-    conn.close()
 
     if not row:
         return False
@@ -72,7 +88,6 @@ def mark_scanned(repo_url: str, findings_count: int = 0) -> None:
             findings_count = excluded.findings_count
     """, (repo_url, datetime.now().isoformat(), findings_count))
     conn.commit()
-    conn.close()
 
 
 def was_notified(repo_url: str, fingerprint: str) -> bool:
@@ -82,9 +97,7 @@ def was_notified(repo_url: str, fingerprint: str) -> bool:
         "SELECT id FROM notifications WHERE repo_url = ? AND fingerprint = ?",
         (repo_url, fingerprint)
     )
-    result = cursor.fetchone() is not None
-    conn.close()
-    return result
+    return cursor.fetchone() is not None
 
 
 def mark_notified(
@@ -101,7 +114,19 @@ def mark_notified(
         VALUES (?, ?, ?, ?, ?)
     """, (repo_url, email, fingerprint, datetime.now().isoformat(), method))
     conn.commit()
-    conn.close()
+
+
+def get_notified_fingerprints(repo_url: str, fingerprints: List[str]) -> Set[str]:
+    """Return the subset of *fingerprints* that have already been notified."""
+    if not fingerprints:
+        return set()
+    conn = get_connection()
+    placeholders = ",".join("?" * len(fingerprints))
+    cursor = conn.execute(
+        f"SELECT fingerprint FROM notifications WHERE repo_url = ? AND fingerprint IN ({placeholders})",
+        (repo_url, *fingerprints),
+    )
+    return {row["fingerprint"] for row in cursor.fetchall()}
 
 
 def get_stats() -> dict:
@@ -112,8 +137,6 @@ def get_stats() -> dict:
     findings = conn.execute("SELECT SUM(findings_count) FROM scanned_repos").fetchone()[0] or 0
     notifications = conn.execute("SELECT COUNT(*) FROM notifications").fetchone()[0]
 
-    conn.close()
-
     return {
         "repos_scanned": repos,
         "total_findings": findings,
diff --git a/gitshield/engine.py b/gitshield/engine.py
index a2b8503..b4a050f 100644
--- a/gitshield/engine.py
+++ b/gitshield/engine.py
@@ -5,12 +5,13 @@
 """
 
 import fnmatch
+import os
 import subprocess
 from pathlib import Path
-from typing import List, Set, Union
+from typing import List, Optional, Set, Union
 
+from .models import Finding
 from .patterns import entropy, PATTERNS
-from .scanner import Finding
 
 # Directories to always skip during tree walks.
 _SKIP_DIRS: Set[str] = {
@@ -115,6 +116,7 @@ def scan_text(
     text: str,
     filename: str = "<stdin>",
     line_offset: int = 0,
+    config_threshold: Optional[float] = None,
 ) -> List[Finding]:
     """Scan a text string line-by-line against all patterns.
 
@@ -146,8 +148,12 @@ def scan_text(
                 ent = entropy(matched_text)
                 if ent < pattern.entropy_threshold:
                     continue
-            else:
+            elif config_threshold is not None:
                 ent = entropy(matched_text)
+                if ent < config_threshold:
+                    continue
+            else:
+                ent = 0.0
 
             line_number = idx + line_offset
 
@@ -224,28 +230,35 @@ def scan_directory(
 
     findings: List[Finding] = []
 
-    for file_path in root.rglob("*"):
-        if not file_path.is_file():
-            continue
+    for dirpath, dirnames, filenames in os.walk(root):
+        # Prune skip directories in-place to prevent descending into them.
+        dirnames[:] = [d for d in dirnames if d not in _SKIP_DIRS]
 
-        if _should_skip_path(file_path):
-            continue
+        for filename in filenames:
+            file_path = Path(dirpath) / filename
 
-        # Gitignore filtering.
-        if ignore_patterns:
-            try:
-                rel = str(file_path.relative_to(root))
-            except ValueError:
-                rel = str(file_path)
-            if _matches_gitignore(rel, ignore_patterns):
+            if _should_skip_path(file_path):
                 continue
 
-        findings.extend(scan_file(file_path))
+            # Gitignore filtering.
+            if ignore_patterns:
+                try:
+                    rel = str(file_path.relative_to(root))
+                except ValueError:
+                    rel = str(file_path)
+                if _matches_gitignore(rel, ignore_patterns):
+                    continue
+
+            findings.extend(scan_file(file_path))
 
     return findings
 
 
-def scan_content(content: str, context: str = "content") -> List[Finding]:
+def scan_content(
+    content: str,
+    context: str = "content",
+    config_threshold: Optional[float] = None,
+) -> List[Finding]:
     """Quick scan of arbitrary content (convenience wrapper for hooks).
 
     No file I/O — purely in-memory.
@@ -253,11 +266,12 @@ def scan_content(content: str, context: str = "content") -> List[Finding]:
     Args:
         content: The text to scan.
         context: Label used as the ``file`` field in findings.
+        config_threshold: Entropy threshold override for patterns without a threshold.
 
     Returns:
         List of Finding objects.
     """
-    return scan_text(content, filename=context)
+    return scan_text(content, filename=context, config_threshold=config_threshold)
 
 
 # ---------------------------------------------------------------------------
@@ -284,7 +298,9 @@ def _scan_staged(root: Path) -> List[Finding]:
         rel_name = rel_name.strip()
         if not rel_name:
             continue
-        file_path = root / rel_name
+        file_path = (root / rel_name).resolve()
+        if not file_path.is_relative_to(root):
+            continue
         if _should_skip_path(file_path):
             continue
         findings.extend(scan_file(file_path))
diff --git a/gitshield/formatter.py b/gitshield/formatter.py
index d99db3c..99209f6 100644
--- a/gitshield/formatter.py
+++ b/gitshield/formatter.py
@@ -1,6 +1,7 @@
 """Pretty terminal output for scan results."""
 
 import json
+import shlex
 import sys
 from typing import List
 
@@ -66,31 +67,13 @@ def print_findings(findings: List[Finding], quiet: bool = False) -> None:
     print(colorize("  False positive? Copy & paste to ignore:", Colors.YELLOW))
     print()
     for f in findings:
-        cmd = f'echo "{f.fingerprint}" >> .gitshieldignore'
+        cmd = f'echo {shlex.quote(f.fingerprint)} >> .gitshieldignore'
         print(colorize(f"    {cmd}", Colors.DIM))
     print()
 
 
-def print_json(findings: List[Finding]) -> None:
-    """Print findings as JSON."""
-    data = [
-        {
-            "file": f.file,
-            "line": f.line,
-            "rule_id": f.rule_id,
-            "secret": f.secret,
-            "fingerprint": f.fingerprint,
-        }
-        for f in findings
-    ]
-    print(json.dumps(data, indent=2))
-
-
 def format_findings_json(findings: List[Finding]) -> str:
-    """Return findings as a JSON string.
-
-    Same data as print_json but returns the string instead of printing.
-    """
+    """Return findings as a JSON string."""
     data = [
         {
             "file": f.file,
@@ -104,6 +87,11 @@ def format_findings_json(findings: List[Finding]) -> str:
     return json.dumps(data, indent=2)
 
 
+def print_json(findings: List[Finding]) -> None:
+    """Print findings as JSON."""
+    print(format_findings_json(findings))
+
+
 def _severity_to_sarif_level(severity: str) -> str:
     """Map gitshield severity to SARIF level.
 
diff --git a/gitshield/hook.py b/gitshield/hook.py
index 567be2e..7be188d 100644
--- a/gitshield/hook.py
+++ b/gitshield/hook.py
@@ -149,9 +149,10 @@ def main() -> None:
         input_data = json.loads(raw)
         result = handle_hook(input_data)
         print(json.dumps(result))
-    except Exception:
+    except Exception as e:
         # Fail open — never block on hook errors
         print(json.dumps({"result": "approve"}))
+        print(f"gitshield hook error: {e}", file=sys.stderr)
     sys.exit(0)
 
 
diff --git a/gitshield/models.py b/gitshield/models.py
new file mode 100644
index 0000000..cee63d2
--- /dev/null
+++ b/gitshield/models.py
@@ -0,0 +1,31 @@
+"""Core data types shared across the GitShield package.
+
+Extracted to break the circular import between scanner.py and engine.py.
+"""
+
+from dataclasses import dataclass
+from typing import Optional
+
+
+@dataclass
+class Finding:
+    """A detected secret."""
+    file: str
+    line: int
+    rule_id: str
+    secret: str
+    fingerprint: str
+    entropy: float = 0.0
+    commit: Optional[str] = None
+    author: Optional[str] = None
+    severity: str = "medium"
+
+
+class ScannerError(Exception):
+    """Scanner-related errors."""
+    pass
+
+
+class GitleaksNotFound(ScannerError):
+    """Gitleaks binary not installed (non-fatal — native engine still works)."""
+    pass
diff --git a/gitshield/monitor.py b/gitshield/monitor.py
index 05723e3..69bd3c2 100644
--- a/gitshield/monitor.py
+++ b/gitshield/monitor.py
@@ -1,6 +1,5 @@
 """GitHub Events API client for monitoring public repos."""
 
-import os
 import shutil
 import tempfile
 from dataclasses import dataclass
@@ -10,6 +9,7 @@
 
 import requests
 
+from .config import get_github_token
 from .db import was_scanned_recently, mark_scanned
 from .scanner import scan_path, Finding
 
@@ -30,11 +30,6 @@ class GitHubError(Exception):
     pass
 
 
-def get_github_token() -> Optional[str]:
-    """Get GitHub token from environment."""
-    return os.environ.get("GITHUB_TOKEN") or os.environ.get("GH_TOKEN")
-
-
 def fetch_public_events(limit: int = 30) -> List[RepoInfo]:
     """
     Fetch recent public push events from GitHub.
@@ -148,8 +143,8 @@ def clone_and_scan(repo: RepoInfo, skip_recent: bool = True) -> List[Finding]:
     if skip_recent and was_scanned_recently(repo.url):
         return []
 
-    # Create temp directory for clone
-    temp_dir = tempfile.mkdtemp(prefix="gitshield_")
+    # Create temp directory for clone; resolve to handle /tmp -> /private/tmp on macOS.
+    temp_dir = str(Path(tempfile.mkdtemp(prefix="gitshield_")).resolve())
 
     try:
         # Shallow clone (faster, less disk space)
diff --git a/gitshield/notifier.py b/gitshield/notifier.py
index cf963e8..9fea428 100644
--- a/gitshield/notifier.py
+++ b/gitshield/notifier.py
@@ -1,13 +1,14 @@
 """Send notifications via email and GitHub issues."""
 
 import os
-from typing import List, Optional
+from typing import List, Optional, Set
 
 import requests
 
+from .config import get_github_token
 from .scanner import Finding
 from .monitor import RepoInfo
-from .db import was_notified, mark_notified
+from .db import was_notified, mark_notified, get_notified_fingerprints
 
 
 class NotifierError(Exception):
@@ -20,11 +21,6 @@ def get_resend_key() -> Optional[str]:
     return os.environ.get("RESEND_API_KEY")
 
 
-def get_github_token() -> Optional[str]:
-    """Get GitHub token from environment."""
-    return os.environ.get("GITHUB_TOKEN") or os.environ.get("GH_TOKEN")
-
-
 def send_email(
     repo: RepoInfo,
     findings: List[Finding],
@@ -203,11 +199,10 @@ def notify(
 
     Returns dict with results.
     """
-    # Filter out already-notified findings
-    new_findings = [
-        f for f in findings
-        if not was_notified(repo.url, f.fingerprint)
-    ]
+    # Filter out already-notified findings (single batch query)
+    fingerprints = [f.fingerprint for f in findings]
+    already_notified = get_notified_fingerprints(repo.url, fingerprints)
+    new_findings = [f for f in findings if f.fingerprint not in already_notified]
 
     if not new_findings:
         return {"skipped": True, "reason": "already_notified"}
diff --git a/gitshield/scanner.py b/gitshield/scanner.py
index 0fb36c1..f9a6b9f 100644
--- a/gitshield/scanner.py
+++ b/gitshield/scanner.py
@@ -4,33 +4,12 @@
 import shutil
 import subprocess
 import tempfile
-from dataclasses import dataclass
 from pathlib import Path
 from typing import List, Optional
 
-
-@dataclass
-class Finding:
-    """A detected secret."""
-    file: str
-    line: int
-    rule_id: str
-    secret: str
-    fingerprint: str
-    entropy: float = 0.0
-    commit: Optional[str] = None
-    author: Optional[str] = None
-    severity: str = "medium"
-
-
-class ScannerError(Exception):
-    """Scanner-related errors."""
-    pass
-
-
-class GitleaksNotFound(ScannerError):
-    """Gitleaks binary not installed (non-fatal — native engine still works)."""
-    pass
+# Re-export from models.py so existing imports of Finding/ScannerError/GitleaksNotFound
+# from .scanner continue to work without modification.
+from .models import Finding, GitleaksNotFound, ScannerError  # noqa: F401
 
 
 def _has_gitleaks() -> Optional[str]:
@@ -42,17 +21,18 @@ def _scan_with_gitleaks(
     path: str,
     staged_only: bool = False,
     no_git: bool = False,
+    gitleaks_path: Optional[str] = None,
 ) -> List[Finding]:
     """Run gitleaks and return findings. Raises GitleaksNotFound if missing."""
-    gitleaks = _has_gitleaks()
+    gitleaks = gitleaks_path or _has_gitleaks()
     if not gitleaks:
         raise GitleaksNotFound(
             "gitleaks not found. Install with: brew install gitleaks\n"
             "  (GitShield's native engine is still active)"
         )
 
-    with tempfile.NamedTemporaryFile(suffix=".json", delete=False) as f:
-        report_path = f.name
+    tmp_dir = tempfile.mkdtemp()
+    report_path = str(Path(tmp_dir) / "report.json")
 
     try:
         cmd = [gitleaks]
@@ -102,7 +82,7 @@ def _scan_with_gitleaks(
         return findings
 
     finally:
-        Path(report_path).unlink(missing_ok=True)
+        shutil.rmtree(tmp_dir, ignore_errors=True)
 
 
 def scan_path(
@@ -134,9 +114,10 @@ def scan_path(
 
     # Try gitleaks as supplement (not required)
     gitleaks_findings: List[Finding] = []
-    if _has_gitleaks():
+    gitleaks_bin = _has_gitleaks()
+    if gitleaks_bin:
         try:
-            gitleaks_findings = _scan_with_gitleaks(path, staged_only, no_git)
+            gitleaks_findings = _scan_with_gitleaks(path, staged_only, no_git, gitleaks_path=gitleaks_bin)
         except (ScannerError, GitleaksNotFound):
             pass  # Native engine already has results
 
diff --git a/tests/test_db.py b/tests/test_db.py
new file mode 100644
index 0000000..a31dd52
--- /dev/null
+++ b/tests/test_db.py
@@ -0,0 +1,156 @@
+"""Tests for db.py — SQLite connection management and all public functions."""
+
+import sqlite3
+from datetime import datetime, timedelta
+
+import pytest
+
+import gitshield.db as db_module
+from gitshield.db import (
+    get_connection,
+    get_stats,
+    mark_notified,
+    mark_scanned,
+    was_notified,
+    was_scanned_recently,
+)
+
+
+# ---------------------------------------------------------------------------
+# Fixture: isolated DB per test
+# ---------------------------------------------------------------------------
+
+@pytest.fixture(autouse=True)
+def isolated_db(tmp_path, monkeypatch):
+    """Redirect DB_DIR/DB_PATH to a tmp dir and reset the singleton per test."""
+    test_db = tmp_path / "test.db"
+    monkeypatch.setattr(db_module, "DB_DIR", tmp_path)
+    monkeypatch.setattr(db_module, "DB_PATH", test_db)
+    # Reset singleton so get_connection() opens a fresh connection to test_db
+    monkeypatch.setattr(db_module, "_conn", None)
+    yield
+    # Close connection after each test to release the file
+    if db_module._conn is not None:
+        db_module._conn.close()
+        db_module._conn = None
+
+
+# ---------------------------------------------------------------------------
+# get_connection — singleton and table creation
+# ---------------------------------------------------------------------------
+
+class TestGetConnection:
+    def test_returns_sqlite_connection(self):
+        conn = get_connection()
+        assert isinstance(conn, sqlite3.Connection)
+
+    def test_singleton_same_object(self):
+        conn1 = get_connection()
+        conn2 = get_connection()
+        assert conn1 is conn2
+
+    def test_creates_scanned_repos_table(self):
+        conn = get_connection()
+        result = conn.execute(
+            "SELECT name FROM sqlite_master WHERE type='table' AND name='scanned_repos'"
+        ).fetchone()
+        assert result is not None
+
+    def test_creates_notifications_table(self):
+        conn = get_connection()
+        result = conn.execute(
+            "SELECT name FROM sqlite_master WHERE type='table' AND name='notifications'"
+        ).fetchone()
+        assert result is not None
+
+
+# ---------------------------------------------------------------------------
+# mark_scanned + was_scanned_recently
+# ---------------------------------------------------------------------------
+
+class TestMarkAndWasScanned:
+    def test_round_trip(self):
+        mark_scanned("https://github.com/user/repo")
+        assert was_scanned_recently("https://github.com/user/repo") is True
+
+    def test_not_scanned_returns_false(self):
+        assert was_scanned_recently("https://github.com/user/never") is False
+
+    def test_hours_zero_always_recent(self):
+        mark_scanned("https://github.com/user/repo")
+        # hours=0 means any scan is "within 0 hours" — boundary: age < 0 is False
+        # but a just-scanned repo has age ~0, which is < 24 (default)
+        assert was_scanned_recently("https://github.com/user/repo", hours=24) is True
+
+    def test_upsert_updates_timestamp(self):
+        mark_scanned("https://github.com/user/repo", findings_count=3)
+        mark_scanned("https://github.com/user/repo", findings_count=7)
+        conn = get_connection()
+        row = conn.execute(
+            "SELECT findings_count FROM scanned_repos WHERE repo_url = ?",
+            ("https://github.com/user/repo",),
+        ).fetchone()
+        assert row["findings_count"] == 7
+
+    def test_old_scan_not_recent(self):
+        # Insert a scan timestamped 48 hours ago
+        old_time = (datetime.now() - timedelta(hours=48)).isoformat()
+        conn = get_connection()
+        conn.execute(
+            "INSERT INTO scanned_repos (repo_url, scanned_at, findings_count) VALUES (?, ?, ?)",
+            ("https://github.com/user/old", old_time, 0),
+        )
+        conn.commit()
+        assert was_scanned_recently("https://github.com/user/old", hours=24) is False
+
+
+# ---------------------------------------------------------------------------
+# mark_notified + was_notified
+# ---------------------------------------------------------------------------
+
+class TestMarkAndWasNotified:
+    def test_round_trip(self):
+        mark_notified("https://github.com/user/repo", "fp1")
+        assert was_notified("https://github.com/user/repo", "fp1") is True
+
+    def test_not_notified_returns_false(self):
+        assert was_notified("https://github.com/user/repo", "fp-missing") is False
+
+    def test_dedup_insert_or_ignore(self):
+        mark_notified("https://github.com/user/repo", "fp1", method="email")
+        mark_notified("https://github.com/user/repo", "fp1", method="github")
+        conn = get_connection()
+        count = conn.execute(
+            "SELECT COUNT(*) FROM notifications WHERE repo_url = ? AND fingerprint = ?",
+            ("https://github.com/user/repo", "fp1"),
+        ).fetchone()[0]
+        assert count == 1
+
+    def test_different_fingerprints_both_stored(self):
+        mark_notified("https://github.com/user/repo", "fp1")
+        mark_notified("https://github.com/user/repo", "fp2")
+        assert was_notified("https://github.com/user/repo", "fp1") is True
+        assert was_notified("https://github.com/user/repo", "fp2") is True
+
+
+# ---------------------------------------------------------------------------
+# get_stats
+# ---------------------------------------------------------------------------
+
+class TestGetStats:
+    def test_empty_db(self):
+        stats = get_stats()
+        assert stats["repos_scanned"] == 0
+        assert stats["total_findings"] == 0
+        assert stats["notifications_sent"] == 0
+
+    def test_populated_db(self):
+        mark_scanned("https://github.com/user/repo1", findings_count=3)
+        mark_scanned("https://github.com/user/repo2", findings_count=5)
+        mark_notified("https://github.com/user/repo1", "fp1")
+        mark_notified("https://github.com/user/repo1", "fp2")
+
+        stats = get_stats()
+        assert stats["repos_scanned"] == 2
+        assert stats["total_findings"] == 8
+        assert stats["notifications_sent"] == 2
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..fe0e184
--- /dev/null
+++ b/uv.lock
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