[Feature & Refactor] Add feishu CLI and enhance context compression

AGENTS.md

@@ -51,6 +51,7 @@ This document is the LeapFlow engineering collaboration contract. It is not only
 - Consider affected user journeys before changing shared flows; do not introduce regressions, broken links, or worse experiences in adjacent paths
 - Keep common paths transparent: long-running work must stream progress, surface recoverable errors clearly, and avoid silent stalls.
 - For context assembly, prefer manifest-driven progressive disclosure over shortcuts or intent-handler sprawl: expose compact capability indexes, selected schemas, and targeted memory only when the current plan needs them.
+- Avoid rule-based natural-language fitting by default. Do not add keyword/action-verb/alias enumerations, intent-handler taxonomies, or brittle routing rules when LLM-native capability disclosure, manifests, schemas, protocols, or configuration-driven contracts can solve the problem. If a rule-based method is truly unavoidable for a stable protocol boundary, offline fallback, or safety hard gate, explain the necessity, scope, alternatives, and rollback path to a human and obtain explicit second confirmation before implementation.
 - Preserve security and audit paths: dangerous actions, file writes, outbound messages, credentials, and path access must flow through the existing policy, approval, redaction, and audit mechanisms.
 - Maintain backward-compatible migrations for persistent state, configuration, skills, trajectories, sessions, and profile data.
 - Write unit tests before or alongside the implementation
@@ -62,6 +63,7 @@ This document is the LeapFlow engineering collaboration contract. It is not only
 ## Review Requirements
 
 - **Deep review for large changes**: When a change substantially affects architecture, runtime behavior, user flows, persistence, safety, or multiple modules, perform an additional deep review before considering the work complete.
+- **Human confirmation for TUI changes**: Any TUI layout or interaction-logic change requires a second human confirmation before it is considered ready.
 - **Design goal check**: Verify that the implementation actually achieves the intended design goal and is not just a local patch.
 - **Optimality check**: Evaluate whether the solution is the simplest robust design, avoids unnecessary abstractions, and fits the existing architecture.
 - **Regression impact check**: Inspect affected modules and user journeys for logic bugs, degraded UX, broken compatibility, slower feedback, weaker diagnostics, or worse failure recovery.
@@ -90,7 +92,7 @@ This document is the LeapFlow engineering collaboration contract. It is not only
 - Hardcoded paths, URLs, thresholds without config escape hatch
 - Chinese comments in source code (English only)
 - Speculative infrastructure: no hooks or extension points without a concrete consumer
-- Shortcut-style natural-language fitting and large intent-handler taxonomies; use stable runtime gates plus capability manifests instead.
+- Shortcut-style natural-language fitting and large intent-handler taxonomies; use stable runtime gates plus capability manifests instead. Rule-based keyword/action-verb/alias matching is prohibited by default and requires explicit human second confirmation before implementation when unavoidable.
 - Bare `except:` clauses — always specify the exception type
 - `# TODO: implement` stubs — implement or don't commit
 

pyproject.toml

@@ -54,6 +54,9 @@ version = {attr = "leapflow.version.__version__"}
 where = ["src"]
 include = ["leapflow*"]
 
+[tool.setuptools.package-data]
+"leapflow.gateway.action_packs" = ["*.yaml"]
+
 [tool.pytest.ini_options]
 asyncio_mode = "auto"
 pythonpath = ["src", "tests"]

src/leapflow/cli/commands/interactive.py

@@ -31,6 +31,11 @@
 _last_hint: Optional["PredictionCandidate"] = None
 
 
+def _is_app_command(canonical: str) -> bool:
+    """Return true only for `/app` or `/app ...`, not `/apple`."""
+    return canonical == "app" or canonical.startswith("app ")
+
+
 async def _prompt_stop_daemon_on_exit(
     client: "DaemonClient",
     settings: Any,
@@ -253,6 +258,7 @@ async def cmd_interactive(ctx: "Context", *, resume_id: Optional[str] = None) ->
         handle_model,
         handle_clear,
         handle_gateway,
+        handle_app,
     )
     from leapflow.utils.terminal_io import TerminalIOProvider
     from leapflow.engine.session import SessionMode
@@ -570,6 +576,12 @@ async def handle_input(text: str) -> None:
                 handle_gateway(ctx, console, cmd_args)
                 return
 
+            if _is_app_command(canonical):
+                app_args = cmd_text[len("app"):].strip()
+                await handle_app(ctx, console, app_args)
+                _update_status()
+                return
+
             if canonical == "usage":
                 handle_usage(ctx, console, cmd_args)
                 return
@@ -808,6 +820,7 @@ async def cmd_interactive_daemon(
     from leapflow.cli.commands.registry import completion_entries
     from leapflow.cli.commands.router import CommandRouter, render_command_result
     from leapflow.cli.commands.slash_handlers import (
+        render_app_payload,
         render_model_payload,
         render_tools_payload,
         render_usage_payload,
@@ -1155,6 +1168,18 @@ async def handle_input(text: str) -> None:
                     return
                 render_model_payload(console, payload)
                 return
+            if _is_app_command(canonical):
+                app_args = invocation.text[len("app"):].strip()
+                try:
+                    payload = await bridge.call(
+                        lambda current_client: current_client.app_command(app_args),
+                        description="app command",
+                    )
+                except Exception as exc:
+                    console.warning(f"App Connector unavailable: {exc}")
+                    return
+                render_app_payload(console, payload)
+                return
             if canonical == "run":
                 if not cmd_args:
                     console.warning("Usage: /run <trigger>")

src/leapflow/cli/commands/registry.py

@@ -117,6 +117,16 @@ def supports_runtime(self, runtime: CommandRuntime) -> bool:
     # Gateway
     CommandDef("gateway", "Show connected platforms and gateway status", "Gateway", effect=CommandEffect.EXTERNAL),
 
+    # App Connector
+    CommandDef("app", "List supported external apps or open an app setup guide", "App Connector", args_hint="[platform]", supports_daemon=True),
+    CommandDef("app list", "List supported external apps", "App Connector", supports_daemon=True),
+    CommandDef("app status", "Show App Connector status", "App Connector", args_hint="[platform]", supports_daemon=True),
+    CommandDef("app connect", "Connect a supported external app", "App Connector", args_hint="<platform> [--option value]", effect=CommandEffect.EXTERNAL, execution=CommandExecution.SHORT_OPERATION),
+    CommandDef("app disconnect", "Disconnect an external app but keep configuration", "App Connector", args_hint="<platform>", effect=CommandEffect.EXTERNAL, execution=CommandExecution.SHORT_OPERATION),
+    CommandDef("app remove", "Remove an app configuration", "App Connector", args_hint="<platform>", effect=CommandEffect.DESTRUCTIVE, execution=CommandExecution.SHORT_OPERATION),
+    CommandDef("app events", "Inspect or control an app event source", "App Connector", args_hint="[status|start|stop] <platform>", effect=CommandEffect.EXTERNAL, execution=CommandExecution.SHORT_OPERATION),
+    CommandDef("app actions", "List App Connector action domains", "App Connector", args_hint="<platform>", supports_daemon=True),
+
     # Scheduler
     CommandDef("arm", "Schedule a skill for timed execution", "Scheduler", args_hint="<skill> <cron>"),
     CommandDef("tasks", "List scheduled tasks", "Scheduler"),