feat: structured skill packages with config overrides, chaining, and TUI integration

Add a skill package system where each skill is a directory with a skill.yaml
manifest and prompt markdown files. Skills support /command triggers, scoped
config overrides (temperature, max_tokens, tool filtering), chain dependencies
with cycle-safe resolution, and a finish_skill completion signal.

Includes four built-in skills: explore, brainstorm, write-document, and plan.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

app/ui/app.py

@@ -10,7 +10,7 @@ from rich.panel import Panel
 from rich.text import Text
 from textual.app import App, ComposeResult
 from textual.binding import Binding
-from textual.widgets import Header, RichLog
+from textual.widgets import Header, Input, RichLog
 from textual import work
 
 from app.agent.context import SessionContext
@@ -58,6 +58,7 @@ class SneakyCodeApp(App):
         self._permissions: PermissionsService | None = None
         self._debug_logger = None
         self._skills_manager = None
+        self._skill_runner = None
         self._current_worker: Worker | None = None
         self._cancel_count = 0
         self.sub_title = config.llm.model
@@ -95,12 +96,31 @@ class SneakyCodeApp(App):
                 self._config.skills, self._config.agent.workspace_root
             )
 
+        # Create tool registry (SkillRunner wired after registry exists)
         self._tool_registry = create_default_registry(
             self._config.agent.workspace_root,
             self._config,
             skills_manager=self._skills_manager,
         )
 
+        # Create SkillRunner and late-bind it to skill tools
+        if self._skills_manager is not None and self._tool_registry is not None:
+            from app.services.skill_runner import SkillRunner
+
+            self._skill_runner = SkillRunner(
+                self._skills_manager,
+                self._config,
+                self._ctx,
+                self._tool_registry,
+            )
+            # Late-bind runner to skill tools already in the registry
+            load_tool = self._tool_registry.get("load_skill")
+            if load_tool and hasattr(load_tool, "set_skill_runner"):
+                load_tool.set_skill_runner(self._skill_runner)
+            finish_tool = self._tool_registry.get("finish_skill")
+            if finish_tool and hasattr(finish_tool, "set_skill_runner"):
+                finish_tool.set_skill_runner(self._skill_runner)
+
         # Set up permission prompt callback
         async def permission_prompt(tool_name: str, description: str) -> bool:
             return await self._show_permission_modal(tool_name, description)
@@ -152,7 +172,24 @@ class SneakyCodeApp(App):
     async def _handle_slash_command(self, command: str, log: RichLog) -> None:
         """Process slash commands."""
         cmd = command.lower()
-        if cmd == "/quit":
+        if cmd == "/help":
+            from rich.table import Table
+
+            table = Table(title="SneakyCode Commands", show_lines=False)
+            table.add_column("Command", style="cyan", no_wrap=True)
+            table.add_column("Description")
+            table.add_row("/help", "Show this help message")
+            table.add_row("/quit, /exit, /bye", "Save session and exit")
+            table.add_row("/clear", "Clear conversation history")
+            table.add_row("/history", "Show conversation history")
+            table.add_row("/save", "Manually save session")
+            table.add_row("/session", "Show session info (messages, tokens, start time)")
+            table.add_row("/models", "List available Ollama models")
+            table.add_row("/models <name>", "Switch to a different model")
+            table.add_row("/skills", "List available skills")
+            table.add_row("/<skill>", "Load a skill by name")
+            log.write(table)
+        elif cmd in ("/quit", "/exit", "/bye"):
             self._save_session()
             self.exit()
         elif cmd == "/clear":
@@ -221,7 +258,24 @@ class SneakyCodeApp(App):
             else:
                 log.write(Text("Skills system is disabled", style="yellow"))
         else:
-            # Try as skill invocation
+            # Try as skill trigger (package skill via SkillRunner)
+            if self._skill_runner and self._skills_manager:
+                skill = self._skills_manager.get_skill_by_trigger(cmd.lstrip("/"))
+                if skill is not None:
+                    content = self._skill_runner.activate(skill.name)
+                    status_bar = self.query_one(StatusBar)
+                    status_bar.set_active_skill(skill.name)
+                    log.write(Text(f"Skill activated: {skill.name}", style="bold green"))
+                    # Run an agent turn so the LLM sees the skill context
+                    self._cancel_count = 0
+                    self._current_worker = self.run_worker(
+                        self._run_agent_turn(f"[Skill activated: {skill.name}]"),
+                        name="agent-turn",
+                        exclusive=True,
+                    )
+                    return
+
+            # Try as legacy skill invocation
             skill_name = cmd.lstrip("/")
             if self._skills_manager:
                 content = self._skills_manager.load_skill(skill_name)
@@ -230,7 +284,7 @@ class SneakyCodeApp(App):
                         self._ctx.add_message("system", f"[Skill: {skill_name}]\n{content}")
                     log.write(Text(f"Loaded skill: {skill_name}", style="bold green"))
                     return
-            log.write(Text(f"⚠ Unknown command: {command}", style="yellow"))
+            log.write(Text(f"Unknown command: {command}", style="yellow"))
 
     async def _run_agent_turn(self, user_input: str) -> None:
         """Run a single agent turn (called as a worker)."""
@@ -270,12 +324,19 @@ class SneakyCodeApp(App):
             self._tool_registry, self._permissions, display,
             debug_logger=self._debug_logger,
             skills_manager=self._skills_manager,
+            skill_runner=self._skill_runner,
         )
 
         await agent.run_turn(user_input)
 
         status_bar.stop_streaming()
 
+        # Update skill indicator (skill may have been deactivated via finish_skill)
+        if self._skill_runner and not self._skill_runner.is_active:
+            status_bar.set_active_skill(None)
+        elif self._skill_runner and self._skill_runner.is_active:
+            status_bar.set_active_skill(self._skill_runner.active_skill_name)
+
         # Auto-save
         if self._config.session.auto_save:
             self._save_session()