Add commands subpackage

.cli_memory/commands/suggestions.py

@@ -0,0 +1,112 @@
+import click
+from rich import print as rprint
+from rich.panel import Panel
+from rich.table import Table
+
+from ..config import Config
+from ..database import Database
+from ..suggestions import SuggestionEngine
+
+
+@click.group()
+def suggest():
+    """Get smart command suggestions."""
+    pass
+
+
+@suggest.command()
+@click.argument("prefix")
+@click.option("--project", "-p", help="Project ID")
+@click.option("--limit", "-l", default=5, help="Maximum suggestions")
+def next(prefix, project, limit):
+    """Get suggestions for next command."""
+    db = Database()
+    engine = SuggestionEngine(db=db)
+
+    project_id = int(project) if project else None
+    suggestions = engine.get_suggestions(prefix, project_id=project_id, limit=limit)
+
+    db.close()
+
+    if not suggestions:
+        rprint(f"[yellow]No suggestions for: {prefix}[/yellow]")
+        return
+
+    table = Table(title=f"Suggestions for: {prefix}")
+    table.add_column("Command", style="cyan")
+    table.add_column("Confidence", style="magenta")
+    table.add_column("Frequency", style="green")
+
+    for s in suggestions:
+        table.add_row(
+            s.command,
+            f"{s.confidence:.2%}",
+            str(s.frequency),
+        )
+
+    rprint(Panel(table, title="Suggestions"))
+
+
+@suggest.command()
+@click.argument("prefix")
+@click.option("--project", "-p", help="Project ID")
+def autocomplete(prefix, project):
+    """Get autocomplete candidates."""
+    db = Database()
+    engine = SuggestionEngine(db=db)
+
+    project_id = int(project) if project else None
+    candidates = engine.get_autocomplete_candidates(prefix, project_id)
+
+    db.close()
+
+    if candidates:
+        rprint("[cyan]Autocomplete candidates:[/cyan]")
+        for c in candidates:
+            rprint(f"  {c}")
+    else:
+        rprint(f"[yellow]No autocomplete candidates for: {prefix}[/yellow]")
+
+
+@suggest.command()
+def train():
+    """Train suggestion engine."""
+    db = Database()
+    engine = SuggestionEngine(db=db)
+
+    engine.train()
+
+    db.close()
+
+    rprint("[green]Suggestion engine trained successfully![/green]")
+
+
+@suggest.command()
+@click.option("--project", "-p", help="Project ID")
+def patterns(project):
+    """Show detected patterns."""
+    db = Database()
+    engine = SuggestionEngine(db=db)
+
+    project_id = int(project) if project else None
+    patterns = engine.get_pattern_suggestions(project_id)
+
+    db.close()
+
+    if not patterns:
+        rprint("[yellow]No patterns detected yet[/yellow]")
+        return
+
+    table = Table(title="Detected Patterns")
+    table.add_column("Name", style="cyan")
+    table.add_column("Commands", style="magenta")
+    table.add_column("Occurrences", style="green")
+    table.add_column("Confidence", style="yellow")
+
+    for p in patterns[:20]:
+        cmds = " | ".join(p.command_sequence[:3])
+        if len(p.command_sequence) > 3:
+            cmds += " | ..."
+        table.add_row(p.name, cmds, str(p.occurrences), f"{p.confidence:.2%}")
+
+    rprint(Panel(table, title="Patterns"))