feat(chat): stream paseo tool calls

.env.example

@@ -26,7 +26,7 @@ FLUE_DB_TOKEN=replace-with-a-long-random-token
 
 # Agent model provider
 AGENT_MODEL_PROVIDER=cheaptricks
-AGENT_MODEL_NAME=minimax-m3
+AGENT_MODEL_NAME=glm-5.2
 AGENT_MODEL_API=openai-completions
 AGENT_MODEL_BASE_URL=https://ai.example.com/v1
 AGENT_MODEL_API_KEY=replace-with-provider-api-key

apps/web/src/components/chat/chat-message.tsx

@@ -7,13 +7,14 @@ import { getMessageText, isMessageStreaming } from "@/lib/chat/transforms";
 import type { ChatMessageProps } from "@/lib/chat/types";
 
 import { AssistantIdentity } from "./assistant-identity";
+import { ChatToolCall } from "./chat-tool-call";
 
 export const ChatMessage = ({ message }: ChatMessageProps) => {
   const isUser = message.role === "user";
   const isStreaming = isMessageStreaming(message);
   const text = getMessageText(message);
 
-  if (!text && !isStreaming) {
+  if (message.parts.length === 0 && !isStreaming) {
     return null;
   }
 
@@ -63,6 +64,11 @@ export const ChatMessage = ({ message }: ChatMessageProps) => {
                 : "w-full max-w-none overflow-visible leading-7 text-foreground/95"
             }
           >
+            {message.parts.map((part) =>
+              part.type === "dynamic-tool" ? (
+                <ChatToolCall key={part.toolCallId} part={part} />
+              ) : null
+            )}
             {content}
           </BubbleContent>
         </Bubble>

apps/web/src/components/chat/chat-tool-call.tsx

@@ -0,0 +1,41 @@
+import { Check, LoaderCircle, Terminal, TriangleAlert } from "lucide-react";
+
+import type { ChatToolCallProps } from "@/lib/chat/types";
+
+export const ChatToolCall = ({ part }: ChatToolCallProps) => {
+  let detail =
+    typeof part.input === "string"
+      ? part.input
+      : JSON.stringify(part.input, null, 2);
+  let Icon = LoaderCircle;
+  let status = "Running";
+  if (part.state === "output-available") {
+    detail =
+      typeof part.output === "string"
+        ? part.output
+        : JSON.stringify(part.output, null, 2);
+    Icon = Check;
+    status = "Completed";
+  } else if (part.state === "output-error") {
+    detail = part.errorText;
+    Icon = TriangleAlert;
+    status = "Failed";
+  }
+  const isRunning = part.state === "input-available";
+
+  return (
+    <details className="group/tool overflow-hidden rounded-xl border border-border/60 bg-card/45 text-xs">
+      <summary className="flex cursor-pointer list-none items-center gap-2 px-3 py-2 text-muted-foreground marker:hidden">
+        <Terminal className="size-3.5 shrink-0" />
+        <span className="min-w-0 flex-1 truncate font-medium text-foreground/85">
+          {part.toolName}
+        </span>
+        <span>{status}</span>
+        <Icon className={`size-3.5 ${isRunning ? "animate-spin" : ""}`} />
+      </summary>
+      <pre className="max-h-72 overflow-auto border-t border-border/50 bg-background/60 px-3 py-2 font-mono text-[11px] leading-5 whitespace-pre-wrap text-muted-foreground">
+        {detail}
+      </pre>
+    </details>
+  );
+};

apps/web/src/lib/chat/constants.ts

@@ -6,7 +6,7 @@ export const CHAT_AGENT = {
   name: "zopu",
 } as const;
 
-export const MODEL_LABEL = "MiniMax M3";
+export const MODEL_LABEL = "GLM-5.2";
 
 export const SUGGESTIONS = [
   ["Think it through", "Help me make a difficult decision"],

apps/web/src/lib/chat/transforms.ts

@@ -24,11 +24,15 @@ export const getMessageText = (message: FlueConversationMessage): string =>
   );
 
 export const isMessageStreaming = (message: FlueConversationMessage): boolean =>
-  message.parts.some(
+  message.parts.some((part) => {
-    (part) =>
+    if (part.type === "dynamic-tool") {
+      return part.state === "input-available";
+    }
+    return (
       (part.type === "text" || part.type === "reasoning") &&
       part.state === "streaming"
-  );
+    );
+  });
 
 export const getStatusDotClass = (status: AgentStatus): string => {
   if (status === "error") {

apps/web/src/lib/chat/types.ts

@@ -1,4 +1,8 @@
-import type { AgentStatus, FlueConversationMessage } from "@flue/react";
+import type {
+  AgentStatus,
+  FlueConversationMessage,
+  FlueConversationPart,
+} from "@flue/react";
 
 export interface ChatAgentState {
   error?: Error;
@@ -29,4 +33,8 @@ export interface ChatMessageProps {
   message: FlueConversationMessage;
 }
 
+export interface ChatToolCallProps {
+  part: Extract<FlueConversationPart, { type: "dynamic-tool" }>;
+}
+
 export type AssistantResponseState = "thinking" | "writing";

packages/agents/src/agents/zopu.ts

@@ -3,6 +3,7 @@ import { defineAgent } from "@flue/runtime";
 import type { AgentRouteHandler } from "@flue/runtime";
 import { local } from "@flue/runtime/node";
 
+import paseo from "../skills/paseo/SKILL.md" with { type: "skill" };
 import { paseoCli } from "../tools/paseo";
 
 export const route: AgentRouteHandler = (_context, next) => next();
@@ -16,6 +17,7 @@ export default defineAgent(({ env }) => {
       "You are Zopu, a concise and helpful assistant. Answer the user's request directly. Ask a clarifying question only when the request cannot be completed without one.",
     model: `${AGENT_MODEL_PROVIDER}/${AGENT_MODEL_NAME}`,
     sandbox: local({ cwd: "/workspace/code" }),
+    skills: [paseo],
     tools: [paseoCli],
   };
 });

packages/agents/src/skills/paseo/SKILL.md

@@ -0,0 +1,143 @@
+---
+name: paseo
+description: Paseo reference for managing workspaces, agents, schedules, and heartbeats.
+---
+
+Paseo is a daemon that supervises AI coding agents on your machine. Control it through tools or a CLI.
+
+## Workspaces
+
+**`create_workspace`** — create a workspace independently of any agent. Required: `isolation` (`local` or `worktree`). Worktree isolation supports `mode: "branch-off" | "checkout-branch" | "checkout-pr"`: use `branchName`/`baseBranch` for a new branch, `branch` for an existing branch, or `prNumber` plus optional `forge`/`projectPath` for a change request. `worktreeSlug` controls the managed path. Returns the workspace descriptor centered on `workspaceId`.
+
+**`list_workspaces`** — list active workspaces.
+
+**`archive_workspace`** — `{ workspaceId }`. Archives the workspace, its agents, and its terminals. Local directories remain; Paseo removes an owned worktree only after its final active workspace reference is archived.
+
+Worktree creation and reference accounting are implementation details of `isolation: "worktree"`.
+
+## Agents
+
+**`create_agent`** — required: `title`, `provider` (`claude/opus`, `codex/gpt-5.4`, …), `initialPrompt`. Optional: `workspaceId`, `notifyOnFinish`, `settings`, `labels`. Returns `{ agentId, workspaceId, … }`.
+
+Initial runtime settings live under `settings`: `modeId`, `thinkingOptionId`, and provider-specific `features`. For Codex fast mode, pass `settings: { features: { "fast_mode": true } }` when creating the agent.
+
+Agent-scoped creation always creates your subagent. Omit `workspaceId` to use your current workspace; pass a workspace returned by `create_workspace` for isolated delegation. Placement never changes parentage.
+
+Detach is an explicit user action in the subagents track, not an agent tool. A cross-workspace child remains your subagent even though it also appears as a normal tab in its workspace.
+
+Agent-scoped `create_agent` defaults `notifyOnFinish` to true. Set it to `false` only for truly fire-and-forget agents.
+
+**`send_agent_prompt`** — `{ agentId, prompt }`. Use for follow-ups to an existing agent. Agent-scoped prompt calls default to `background: true` and `notifyOnFinish: true`; top-level calls default to blocking with no callback. For a synchronous follow-up, pass `background: false` and use the returned result.
+
+**`update_agent`** — `{ agentId, name?, labels?, settings? }`. Use `settings` for runtime changes on an existing agent: `modeId`, `model`, `thinkingOptionId`, and provider-specific `features`. For Codex fast mode, pass `settings: { features: { "fast_mode": true } }`.
+
+**`list_agents`** — filter by `cwd`, `statuses`, `sinceHours`, `includeArchived`.
+
+**`archive_agent`** — `{ agentId }`. Interrupts if running, removes from active list.
+
+## Provider discovery
+
+**`list_providers`** — compact provider availability and modes.
+
+**`list_models`** — full model list for one provider. Use only when you need model IDs or thinking options; the list can be large.
+
+**`inspect_provider`** — compact provider capability and feature inspection. Required: `provider`; pass `cwd` when you are not in an agent-scoped session. Optional: `settings` with draft `model`, `modeId`, `thinkingOptionId`, and `features`.
+
+Only set feature IDs returned by `inspect_provider`. For Codex fast mode, look for `fast_mode` and pass `settings: { features: { "fast_mode": true } }` to `create_agent` or `update_agent`.
+
+## Schedules and heartbeats
+
+**`create_schedule`** — starts a new agent on a cron cadence. Required: `prompt`, `cron`, `provider`. Optional: `timezone`, `name`, `cwd`, `maxRuns`, `expiresIn`. Use when recurring work should live in fresh agents.
+
+**`create_heartbeat`** — sends you a prompt on a cron cadence. Required: `prompt`, `cron`. Optional: `timezone`, `name`, `maxRuns`, `expiresIn`. Use for reminders, PR/build babysitting, and status checks that should return to this conversation.
+
+**`delete_heartbeat`** stops it. MCP intentionally exposes no heartbeat update tool; delete and recreate when its task or cadence changes.
+
+Schedules have the full list/inspect/update/pause/resume/run-once/log/delete surface. Heartbeats deliberately do not.
+
+## Models
+
+`claude/sonnet` (default), `claude/opus` (harder reasoning), `codex/gpt-5.4` (frontier coding), `claude/haiku` (tests only).
+
+## Orchestration preferences
+
+User-specific configuration at `~/.paseo/orchestration-preferences.json`. **Before any Paseo skill chooses a provider or creates an agent, it must read this file.** Reading means an actual file read, not relying on these examples or defaults. Never hardcode a provider string in another skill — resolve through this file.
+
+Two parts:
+
+- `providers` — map of role categories to provider strings. Pass straight to `create_agent`'s `provider` field.
+- `preferences` — freeform string array. Read on startup; weave into agent prompts contextually.
+
+Categories: `impl`, `ui`, `research`, `planning`, `audit`. Skills pick the category that matches the role they're launching.
+
+```json
+{
+  "providers": {
+    "impl": "codex/gpt-5.4",
+    "ui": "claude/opus",
+    "research": "codex/gpt-5.4",
+    "planning": "codex/gpt-5.4",
+    "audit": "codex/gpt-5.4"
+  },
+  "preferences": [
+    "Claude Opus is the right choice for anything artistic or human-skill-oriented: copywriting, naming, UX copy, visual design, styling. Codex is the workhorse for mechanical work."
+  ]
+}
+```
+
+If the file is missing, use sensible defaults and tell the user once.
+
+## Waiting
+
+Agents take time — 10–30+ minutes is routine. Favor asynchronous workflows.
+
+For agent-scoped `create_agent` and background `send_agent_prompt`, leave `notifyOnFinish` omitted or set it to `true` unless the work is truly fire-and-forget. You will get notified when the target agent finishes, errors, or needs permission. Move on to other work. The notification arrives on its own.
+
+Don't poll `list_agents` or `get_agent_status` to "check on" a running agent. The notification will tell you.
+
+## CLI semantics
+
+The CLI and tools use the same ownership semantics even where their syntax differs:
+
+```bash
+paseo workspace create --isolation worktree --mode branch-off --new-branch fix-x --base main
+paseo workspace create --isolation worktree --mode checkout-branch --branch existing-work
+paseo workspace create --isolation worktree --mode checkout-pr --pr-number 42
+paseo run --provider codex/gpt-5.4 --mode full-access --workspace <workspace-id> "<prompt>"
+paseo send <agent-id> "<follow-up>"
+paseo ls
+paseo schedule create --cron "*/15 * * * *" "ping main build"
+paseo heartbeat create --cron "*/15 * * * *" "check the build"
+```
+
+Discover with `paseo --help` and `paseo <cmd> --help`.
+
+**If `paseo` isn't on PATH but the desktop app is installed**, the bundled CLI is at:
+
+- macOS: `/Applications/Paseo.app/Contents/Resources/bin/paseo`
+- Linux: `<install-dir>/resources/bin/paseo`
+- Windows: `C:\Program Files\Paseo\resources\bin\paseo.cmd`
+
+The desktop app's first-run hook (`installCli`) symlinks this to `~/.local/bin/paseo` (macOS/Linux) or drops a `.cmd` trampoline (Windows) and adds `~/.local/bin` to PATH via shell rc files. If that didn't take, offer to symlink it — don't do it silently.
+
+## Ops and debugging
+
+Daemon-client architecture: the daemon owns agent lifecycle, state, and the WebSocket API. Tools, CLI, mobile, and desktop apps are all clients.
+
+|  | Default |
+| --- | --- |
+| Listen address | `127.0.0.1:6767` (override `PASEO_LISTEN`) |
+| Home | `~/.paseo` (override `PASEO_HOME`) |
+| Daemon log | `$PASEO_HOME/daemon.log` |
+| Agent state | `$PASEO_HOME/agents/<id>.json` |
+| Worktrees | `$PASEO_HOME/worktrees/` (or `worktrees.root` in `config.json`) |
+| PID file | `$PASEO_HOME/paseo.pid` |
+| Health | `GET http://127.0.0.1:6767/api/health` |
+
+Debug order:
+
+1. `tail -n 200 ~/.paseo/daemon.log`.
+2. `paseo daemon status` for liveness.
+3. `curl -s localhost:6767/api/health` if the CLI itself is suspect.
+
+**Never restart the daemon without explicit user approval** — it kills every running agent, including, often, the one asking.