feat: Add evaluation hooks, skill adaptation and team pipeline config

- Add EvaluationHook for post-execution agent evaluation
- Add SkillAdaptationHook for dynamic skill adaptation
- Add team/ directory with team coordination logic
- Add TEAM_PIPELINE.yaml for smoke_fullstack pipeline config
- Update RuntimeView, TraderView and RuntimeSettingsPanel UI
- Add runtimeApi and websocket services
- Add runtime_state.json to smoke_fullstack state

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

backend/cli.py

@@ -8,6 +8,7 @@ and frontend development server.
 """
 # flake8: noqa: E501
 # pylint: disable=R0912, R0915
+import logging
 import os
 import shutil
 import subprocess
@@ -17,7 +18,10 @@ from pathlib import Path
 from typing import Optional
 from zoneinfo import ZoneInfo
 
+logger = logging.getLogger(__name__)
+
 import typer
+import yaml
 from rich.console import Console
 from rich.panel import Panel
 from rich.prompt import Confirm
@@ -27,7 +31,12 @@ from dotenv import load_dotenv
 from backend.agents.agent_workspace import load_agent_workspace_config
 from backend.agents.prompt_loader import PromptLoader
 from backend.agents.skills_manager import SkillsManager
+from backend.agents.team_pipeline_config import (
+    ensure_team_pipeline_config,
+    load_team_pipeline_config,
+)
 from backend.agents.workspace_manager import WorkspaceManager
+from backend.config.constants import ANALYST_TYPES
 from backend.data.market_ingest import ingest_symbols
 from backend.data.market_store import MarketStore
 from backend.enrich.llm_enricher import get_explain_model_info, llm_enrichment_enabled
@@ -42,6 +51,8 @@ ingest_app = typer.Typer(help="Ingest Polygon market data into the research ware
 app.add_typer(ingest_app, name="ingest")
 skills_app = typer.Typer(help="Inspect and manage per-agent skills.")
 app.add_typer(skills_app, name="skills")
+team_app = typer.Typer(help="Inspect and manage run-scoped team pipeline config.")
+app.add_typer(team_app, name="team")
 
 console = Console()
 _prompt_loader = PromptLoader()
@@ -95,8 +106,8 @@ def handle_history_cleanup(config_name: str, auto_clean: bool = False) -> None:
             )
         else:
             console.print(f"   Directory size: [cyan]{size_mb:.1f} MB[/cyan]")
-    except Exception:
-        pass
+    except Exception as e:
+        logger.debug(f"Could not calculate directory size: {e}")
 
     # Show last modified time
     state_dir = base_data_dir / "state"
@@ -197,7 +208,8 @@ def run_data_updater(project_root: Path) -> None:
             console.print(
                 "[yellow]  Data updater module not available, skipping update[/yellow]\n",
             )
-    except Exception:
+    except Exception as e:
+        logger.debug(f"Data updater check failed: {e}")
         console.print(
             "[yellow]  Data updater check failed, skipping update[/yellow]\n",
         )
@@ -777,6 +789,78 @@ def skills_disable(
     console.print(f"Disabled skills: {', '.join(result['disabled_skills']) or '-'}")
 
 
+@skills_app.command("install")
+def skills_install(
+    agent_id: str = typer.Option(..., "--agent-id", "-a", help="Target agent id."),
+    source: str = typer.Option(
+        ...,
+        "--source",
+        "-s",
+        help="External skill source: directory path, zip path, or http(s) zip URL.",
+    ),
+    config_name: str = typer.Option(
+        "default",
+        "--config-name",
+        "-c",
+        help="Run config name.",
+    ),
+    name: Optional[str] = typer.Option(
+        None,
+        "--name",
+        help="Optional override skill name.",
+    ),
+    activate: bool = typer.Option(
+        True,
+        "--activate/--no-activate",
+        help="Enable the skill for this agent immediately.",
+    ),
+):
+    """Install an external skill into one agent's local skill directory."""
+    _require_agent_asset_dir(config_name, agent_id)
+    skills_manager = SkillsManager(project_root=get_project_root())
+    result = skills_manager.install_external_skill_for_agent(
+        config_name=config_name,
+        agent_id=agent_id,
+        source=source,
+        skill_name=name,
+        activate=activate,
+    )
+    console.print(
+        f"[green]Installed[/green] `{result['skill_name']}` to `{agent_id}`",
+    )
+    console.print(f"Path: {result['target_dir']}")
+    console.print(f"Activated: {result['activated']}")
+    warnings = result.get("warnings") or []
+    if warnings:
+        console.print(f"Warnings: {'; '.join(warnings)}")
+
+
+@team_app.command("show")
+def team_show(
+    config_name: str = typer.Option(
+        "default",
+        "--config-name",
+        "-c",
+        help="Run config name.",
+    ),
+):
+    """Show TEAM_PIPELINE.yaml for one run."""
+    project_root = get_project_root()
+    ensure_team_pipeline_config(
+        project_root=project_root,
+        config_name=config_name,
+        default_analysts=list(ANALYST_TYPES.keys()),
+    )
+    config = load_team_pipeline_config(project_root, config_name)
+    console.print(
+        Panel.fit(
+            yaml.safe_dump(config, allow_unicode=True, sort_keys=False),
+            title=f"TEAM_PIPELINE ({config_name})",
+            border_style="cyan",
+        ),
+    )
+
+
 @app.command()
 def backtest(
     start: Optional[str] = typer.Option(