diff --git a/docs/plugins.md b/docs/plugins.md index 21a924c4e8..9cab47214e 100644 --- a/docs/plugins.md +++ b/docs/plugins.md @@ -432,6 +432,9 @@ Server entries register lifecycle observers with `server.on()` and request trans `server.before()`. The [public reference](../public-docs/plugins/reference.md#lifecycle-hooks) owns callback shapes, ordering, and failure behavior. `plugin-examples/lifecycle-logger` registers all eleven hooks; `plugin-examples/lifecycle-actions` demonstrates common automation callbacks. +Session-open hooks also [attach tools to individual agents](../public-docs/plugins/reference.md#attach-tools-to-agents), +as shown in `plugin-examples/agent-tools`. The agent manager stamps their metadata per session; +executable definitions stay in the plugin process. Emit from the operation owner, not a client subscription. Provider history replay must not trigger live hooks. Observers must not be awaited inside agent mutations: a callback can send a prompt or diff --git a/packages/server/src/server/plugins/agent-tools.e2e.test.ts b/packages/server/src/server/plugins/agent-tools.e2e.test.ts index 48f4ffc490..14629aa15e 100644 --- a/packages/server/src/server/plugins/agent-tools.e2e.test.ts +++ b/packages/server/src/server/plugins/agent-tools.e2e.test.ts @@ -1,3 +1,4 @@ +import { fileURLToPath } from "node:url"; import { mkdtemp, mkdir, readFile, rm, writeFile } from "node:fs/promises"; import { tmpdir } from "node:os"; import path from "node:path"; @@ -707,3 +708,45 @@ test("explicit SDK reload interrupts a running turn before reopening its session await h.close(); } }, 60_000); + +test("the agent-tools example appends notes only for labeled agents", async () => { + const h = await setup(); + try { + await h.client.installDirectoryPlugin( + fileURLToPath(new URL("../../../../../plugin-examples/agent-tools", import.meta.url)), + ); + const a = await h.create({ "notes/enabled": "true" }); + const mcpA = await h.mcp(a.id); + expect((await mcpA.listTools()).tools.map((tool) => tool.name)).toContain( + "append_workspace_note", + ); + expect( + await mcpA.callTool({ + name: "append_workspace_note", + arguments: { note: "Run the targeted tests before committing." }, + }), + ).toMatchObject({ + content: [ + { type: "text", text: `Saved note to ${path.join(h.directory, "AGENT_NOTES.md")}` }, + ], + structuredContent: { path: path.join(h.directory, "AGENT_NOTES.md") }, + }); + expect(await readFile(path.join(h.directory, "AGENT_NOTES.md"), "utf8")).toBe( + "Run the targeted tests before committing.\n", + ); + await mcpA.callTool({ + name: "append_workspace_note", + arguments: { note: "Keep existing notes." }, + }); + expect(await readFile(path.join(h.directory, "AGENT_NOTES.md"), "utf8")).toBe( + "Run the targeted tests before committing.\nKeep existing notes.\n", + ); + await h.create(); + const mcpB = await h.mcp(); + expect((await mcpB.listTools()).tools.map((tool) => tool.name)).not.toContain( + "append_workspace_note", + ); + } finally { + await h.close(); + } +}, 60_000); diff --git a/plugin-examples/agent-tools/README.md b/plugin-examples/agent-tools/README.md new file mode 100644 index 0000000000..e6ece3978e --- /dev/null +++ b/plugin-examples/agent-tools/README.md @@ -0,0 +1,33 @@ +# Agent tools + +Attaches `append_workspace_note` to agents whose `notes/enabled` label is `"true"`. +Calling the tool with `{ "note": "Run the targeted tests before committing." }` appends that +line to `AGENT_NOTES.md` in the calling agent's working directory and returns the file path. +It creates the file if it does not exist. + +Install on a daemon with plugins enabled: + +```bash +paseo plugin install /absolute/path/to/plugin-examples/agent-tools +``` + +Create a labeled agent through the SDK: + +```ts +const agent = await paseo.agents.create({ + config: { provider: "codex/gpt-5.4" }, + cwd: "/projects/shop", + labels: { "notes/enabled": "true" }, +}); +``` + +The session-open callback also runs when an agent resumes or reloads. After changing an existing +agent's labels, call `paseo.agents.ref(id).reload()` to apply the selection immediately. This +interrupts a running turn. `refresh()` reads the agent snapshot without reopening its session. + +From the repository root, `npm run typecheck` includes this example. Outside this repository, +use `paseo plugin init` to create the package and TypeScript setup, then copy `index.server.ts` +and the manifest into that project. + +See [Attach tools to agents](../../public-docs/plugins/reference.md#attach-tools-to-agents) +for targeting, execution, provider gates, collisions, and plugin reload behavior. diff --git a/plugin-examples/agent-tools/index.server.ts b/plugin-examples/agent-tools/index.server.ts new file mode 100644 index 0000000000..600d743fbd --- /dev/null +++ b/plugin-examples/agent-tools/index.server.ts @@ -0,0 +1,26 @@ +import { writeFile } from "node:fs/promises"; +import path from "node:path"; +import { z } from "zod"; +import { defineAgentTool, type PluginServerContext } from "@getpaseo/plugin/server"; + +const appendWorkspaceNote = defineAgentTool({ + name: "append_workspace_note", + description: "Append a note to AGENT_NOTES.md in this agent's working directory.", + input: z.object({ note: z.string().min(1).describe("Note to append") }), + async execute({ note }, { agent, signal }) { + const notePath = path.join(agent.cwd, "AGENT_NOTES.md"); + await writeFile(notePath, `${note}\n`, { encoding: "utf8", flag: "a", signal }); + return { + text: `Saved note to ${notePath}`, + structuredContent: { path: notePath }, + }; + }, +}); + +export default function contribute(server: PluginServerContext) { + server.before("agent.session_open", ({ request }) => { + if (request.labels["notes/enabled"] !== "true") return; + return { ...request, tools: [...request.tools, appendWorkspaceNote] }; + }); + return () => {}; +} diff --git a/plugin-examples/agent-tools/paseo-plugin.json b/plugin-examples/agent-tools/paseo-plugin.json new file mode 100644 index 0000000000..eaec7ffaf6 --- /dev/null +++ b/plugin-examples/agent-tools/paseo-plugin.json @@ -0,0 +1,4 @@ +{ + "id": "agent-tools", + "requirements": { "paseo": ">=0.13.2" } +} diff --git a/public-docs/plugins/reference.md b/public-docs/plugins/reference.md index 81b99b0dd0..69608a83a7 100644 --- a/public-docs/plugins/reference.md +++ b/public-docs/plugins/reference.md @@ -711,6 +711,120 @@ server.before("agent.session_open", ({ request }) => { This runs on create, resume, refresh, and import. To inject only on creation, set `env` in an `agent.create` callback instead. +### Attach tools to agents + +Define a tool in `index.server.ts` and attach it in `before("agent.session_open")`. +This example gives `append_workspace_note` only to agents with the label `notes/enabled: "true"`: + +```ts +import { writeFile } from "node:fs/promises"; +import path from "node:path"; +import { z } from "zod"; +import { defineAgentTool, type PluginServerContext } from "@getpaseo/plugin/server"; + +const appendWorkspaceNote = defineAgentTool({ + name: "append_workspace_note", + description: "Append a note to AGENT_NOTES.md in this agent's working directory.", + input: z.object({ note: z.string().min(1).describe("Note to append") }), + async execute({ note }, { agent, signal }) { + const notePath = path.join(agent.cwd, "AGENT_NOTES.md"); + await writeFile(notePath, `${note}\n`, { encoding: "utf8", flag: "a", signal }); + return { + text: `Saved note to ${notePath}`, + structuredContent: { path: notePath }, + }; + }, +}); + +export default function contribute(server: PluginServerContext) { + server.before("agent.session_open", ({ request }) => { + if (request.labels["notes/enabled"] !== "true") return; + return { ...request, tools: [...request.tools, appendWorkspaceNote] }; + }); + return () => {}; +} +``` + +Set the label when creating an agent with the SDK: + +```ts +const agent = await paseo.agents.create({ + config: { provider: "codex/gpt-5.4" }, + cwd: "/projects/shop", + labels: { "notes/enabled": "true" }, +}); +``` + +Select agents using any of the session-open request fields: + +| Select by | Condition in the callback | +| ---------------- | -------------------------------------------- | +| Label | `request.labels["notes/enabled"] === "true"` | +| Provider | `request.provider === "codex"` | +| Workspace | `request.workspaceId === "workspace-456"` | +| Individual agent | `request.agentId === chosenAgentId` | + +`request.tools` starts empty for each plugin. Each callback sees the tools returned by earlier +callbacks in that plugin; replace the array to add or remove tools. Returning `undefined` preserves +the request. Tools are ignored for `purpose: "history"`. + +Import `defineAgentTool`, `AgentToolDefinition`, `AgentToolContext`, and `AgentToolResult` from +`@getpaseo/plugin/server`. The helper infers the validated input from your Zod schema: + +```ts +declare function defineAgentTool(tool: { + name: string; + title?: string; + description: string; + input: Input; + execute( + input: z.output, + context: AgentToolContext, + ): AgentToolResult | Promise; +}): AgentToolDefinition; + +interface AgentToolResult { + text?: string; + structuredContent?: unknown; + isError?: boolean; +} +``` + +| Execution context | Value | +| ----------------- | --------------------------------------------------------------------------------------------------- | +| `agent` | Calling agent as a `PluginHookAgent`, including `id`, `workspaceId`, `provider`, `cwd`, and `title` | +| `paseo` | SDK connected to this daemon | +| `signal` | Abort signal for this tool call; pass it to file operations or external requests | + +`execute` runs in the plugin process. Closures and the original Zod schema stay there; only tool +metadata and call inputs/results cross the process boundary. Paseo validates input before calling +`execute`. Invalid input returns schema issues to the agent. A thrown error becomes +`{ isError: true, text: message }` and the plugin keeps running. Canceling the call or closing its +transport aborts `signal` and discards the result. Tool calls have a 10 minute ceiling, separate +from the 30 second hook timeout. Closing or reopening an agent session drops its old definitions. + +Return model-visible text in `text`. `structuredContent` must be JSON-serializable; when `text` is +omitted, Paseo formats that value as text for the model. Set `isError: true` to report a tool error. + +Paseo delivers attached tools through its agent tool transport, using MCP or native registration +as the provider supports. The same definition and callback work with either. Attached tools obey +the [same gates as Paseo tools](/docs/mcp#limit-paseo-tools-by-provider). Only that agent sees them. + +Names must match `/^[a-z][a-z0-9_]*$/` and be at most 64 characters. A name colliding with a Paseo +tool or another plugin's tool on the same agent fails the session open and names both owners. +A duplicate name within one plugin also fails the session open. Agents the callback does not +target are unaffected. + +| Change | When the agent receives it | +| -------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Start, stop, or reload a plugin declaring `agent.session_open` | Open sessions become stale. Each reopens before its next idle prompt; a running turn continues without interruption. The next prompt after that reopen reuses the session. | +| Change which agents the callback targets | Run `paseo plugin reload agent-tools` after editing this example, then send the agent a prompt when it is idle. | +| Apply immediately | Call `await paseo.agents.ref(id).reload({ requestId: "reload-notes" })`. `requestId` is optional. This reopens the provider session, reruns hooks with `reason: "refresh"`, and interrupts a running turn. | +| Read the current snapshot | Call `await paseo.agents.ref(id).refresh()`. This reads state without reopening the session. | + +If an automatic reopen fails, the triggering prompt fails with that error. See the +[complete agent-tools example](https://github.com/getpaseo/paseo/tree/main/plugin-examples/agent-tools). + ### Choose workspace isolation ```ts @@ -878,11 +992,11 @@ type PluginTurnOutcome = ### Before hooks -| Name | Request fields | Editable | -| -------------------- | ----------------------------------------------------------------------- | --------------------------------------- | -| `agent.create` | `config`, optional `env` | Public agent config except `cwd`; `env` | -| `agent.session_open` | `agentId`, `workspaceId`, `provider`, `cwd`, `reason`, `purpose`, `env` | Only `env` | -| `workspace.create` | `source`, optional `title`, `firstAgentContext` | Entire explicit creation request | +| Name | Request fields | Editable | +| -------------------- | ---------------------------------------------------------------------------------------------------------------- | --------------------------------------- | +| `agent.create` | `config`, optional `env` | Public agent config except `cwd`; `env` | +| `agent.session_open` | `agentId`, `workspaceId`, `provider`, `cwd`, read-only `title` and `labels`, `reason`, `purpose`, `env`, `tools` | `env` and `tools` | +| `workspace.create` | `source`, optional `title`, `firstAgentContext` | Entire explicit creation request | **`agent.create.config`** uses `AgentSessionConfig`: @@ -903,6 +1017,9 @@ type PluginTurnOutcome = "workspaceId": "workspace-456", "provider": "codex", "cwd": "/projects/shop", + "title": "Workspace notes", + "labels": { "notes/enabled": "true" }, + "tools": [], "reason": "resume", "purpose": "interactive", "env": { "COMPANY_ENV": "development" } @@ -912,6 +1029,9 @@ type PluginTurnOutcome = | Field | Values | | ------------- | ----------------------------------------------------------------------------------------------------------------------- | | `workspaceId` | String or `null` | +| `title` | Read-only string or `null`; creation title on create, stored title on resume. | +| `labels` | Read-only string map; creation labels on create, stored labels on resume. | +| `tools` | Editable `AgentToolDefinition[]`, local to this plugin. See [Attach tools to agents](#attach-tools-to-agents). | | `reason` | `create`, `resume`, `refresh`, `import` | | `purpose` | `interactive`, `history` | | `env` | Launch override map; excludes the daemon's inherited environment. Replace the map to add, replace, or remove overrides. | @@ -923,7 +1043,7 @@ Creation request → agent.create hooks (plugin-ID order; registration order within each plugin) → resolve defaults and validate provider configuration → derive launch configuration with Paseo runtime tools and daemon prompt - → agent.session_open hooks (same ordering; env only) + → agent.session_open hooks (same ordering; env and plugin-local tools) → set PASEO_AGENT_ID and PASEO_AGENT_CWD → open provider session and save agent configuration ``` @@ -960,6 +1080,7 @@ saved; environment overrides are not persisted with it. | [lifecycle-logger](https://github.com/getpaseo/paseo/tree/main/plugin-examples/lifecycle-logger) | All eleven hooks; JSON logs with environment values redacted | | [lifecycle-actions](https://github.com/getpaseo/paseo/tree/main/plugin-examples/lifecycle-actions) | Follow-ups, permissions, environment, provider switching, worktree selection | | [agent-configuration](https://github.com/getpaseo/paseo/tree/main/plugin-examples/agent-configuration) | MCP injection and Codex sandbox/approval options | +| [agent-tools](https://github.com/getpaseo/paseo/tree/main/plugin-examples/agent-tools) | Label-targeted tools and file operations in the plugin process | Read logger output with `paseo plugin logs lifecycle-logger` or the host's `daemon.log`. diff --git a/public-docs/plugins/reference.zh-CN.md b/public-docs/plugins/reference.zh-CN.md index 62caec83e5..3c84f8cc0c 100644 --- a/public-docs/plugins/reference.zh-CN.md +++ b/public-docs/plugins/reference.zh-CN.md @@ -585,6 +585,117 @@ server.before("agent.session_open", ({ request }) => { 它会在创建、恢复、刷新和导入时运行。如果只想在创建时注入,请改为在 `agent.create` 回调中设置 `env`。 +### 为 Agent 附加工具 {#attach-tools-to-agents} + +在 `index.server.ts` 中定义工具,并在 `before("agent.session_open")` 中附加它。 +此示例只向带有 `notes/enabled: "true"` 标签的 Agent 提供 `append_workspace_note`: + +```ts +import { writeFile } from "node:fs/promises"; +import path from "node:path"; +import { z } from "zod"; +import { defineAgentTool, type PluginServerContext } from "@getpaseo/plugin/server"; + +const appendWorkspaceNote = defineAgentTool({ + name: "append_workspace_note", + description: "Append a note to AGENT_NOTES.md in this agent's working directory.", + input: z.object({ note: z.string().min(1).describe("Note to append") }), + async execute({ note }, { agent, signal }) { + const notePath = path.join(agent.cwd, "AGENT_NOTES.md"); + await writeFile(notePath, `${note}\n`, { encoding: "utf8", flag: "a", signal }); + return { + text: `Saved note to ${notePath}`, + structuredContent: { path: notePath }, + }; + }, +}); + +export default function contribute(server: PluginServerContext) { + server.before("agent.session_open", ({ request }) => { + if (request.labels["notes/enabled"] !== "true") return; + return { ...request, tools: [...request.tools, appendWorkspaceNote] }; + }); + return () => {}; +} +``` + +通过 SDK 创建 Agent 时设置标签: + +```ts +const agent = await paseo.agents.create({ + config: { provider: "codex/gpt-5.4" }, + cwd: "/projects/shop", + labels: { "notes/enabled": "true" }, +}); +``` + +使用会话打开请求中的字段选择 Agent: + +| 选择依据 | 回调中的条件 | +| ---------- | -------------------------------------------- | +| 标签 | `request.labels["notes/enabled"] === "true"` | +| Provider | `request.provider === "codex"` | +| 工作区 | `request.workspaceId === "workspace-456"` | +| 单个 Agent | `request.agentId === chosenAgentId` | + +每个插件的 `request.tools` 都从空数组开始。同一插件中的后续回调会看到前面回调返回的工具; +替换数组即可添加或移除工具。返回 `undefined` 会保留请求。`purpose: "history"` 时会忽略工具。 + +从 `@getpaseo/plugin/server` 导入 `defineAgentTool`、`AgentToolDefinition`、`AgentToolContext` +和 `AgentToolResult`。辅助函数会根据 Zod schema 推断验证后的输入类型: + +```ts +declare function defineAgentTool(tool: { + name: string; + title?: string; + description: string; + input: Input; + execute( + input: z.output, + context: AgentToolContext, + ): AgentToolResult | Promise; +}): AgentToolDefinition; + +interface AgentToolResult { + text?: string; + structuredContent?: unknown; + isError?: boolean; +} +``` + +| 执行 context | 值 | +| ------------ | --------------------------------------------------------------------------------------------------- | +| `agent` | 发起调用的 Agent,以 `PluginHookAgent` 表示,包括 `id`、`workspaceId`、`provider`、`cwd` 和 `title` | +| `paseo` | 已连接到此 daemon 的 SDK | +| `signal` | 此次工具调用的中止信号;请把它传给文件操作或外部请求 | + +`execute` 在插件进程中运行。闭包和原始 Zod schema 保留在该进程中;只有工具元数据和调用的 +输入、结果会跨进程传递。Paseo 在调用 `execute` 前验证输入。无效输入会将 schema 问题返回给 +Agent。抛出的错误会转换为 `{ isError: true, text: message }`,插件继续运行。取消调用或关闭 +其传输连接会中止 `signal` 并丢弃结果。工具调用最长运行 10 分钟,与钩子的 30 秒超时分开。 +关闭或重新打开 Agent 会话会移除旧定义。 + +在 `text` 中返回模型可见的文本。`structuredContent` 必须可序列化为 JSON;省略 `text` 时, +Paseo 会将该值格式化为供模型读取的文本。设置 `isError: true` 可报告工具错误。 + +Paseo 通过 Agent 工具传输提供附加的工具,按 Provider 的支持情况使用 MCP 或原生注册。 +同一份定义和回调适用于这两种方式。附加的工具遵循[与 Paseo 工具相同的限制](/docs/mcp#limit-paseo-tools-by-provider)。 +只有该 Agent 能看到这些工具。 + +名称必须匹配 `/^[a-z][a-z0-9_]*$/`,且不超过 64 个字符。如果名称与同一 Agent 的 Paseo +工具或另一插件的工具冲突,会话打开会失败,并指出双方。一个插件内的重复名称也会导致 +会话打开失败。回调未选中的 Agent 不受影响。 + +| 变更 | Agent 何时收到变更 | +| ------------------------------------------------------ | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| 启动、停止或重新加载声明了 `agent.session_open` 的插件 | 已打开的会话会标记为过期。每个会话在下一次空闲提示词前重新打开;正在运行的轮次会继续,不会被中断。重新打开后的下一条提示词复用该会话。 | +| 修改回调选择的 Agent | 编辑此示例后运行 `paseo plugin reload agent-tools`,然后在 Agent 空闲时发送提示词。 | +| 立即应用 | 调用 `await paseo.agents.ref(id).reload({ requestId: "reload-notes" })`。`requestId` 可选。这会重新打开 Provider 会话,以 `reason: "refresh"` 再次运行钩子,并中断正在运行的轮次。 | +| 读取当前快照 | 调用 `await paseo.agents.ref(id).refresh()`。这只读取状态,不会重新打开会话。 | + +如果自动重新打开失败,触发它的提示词会返回该错误。参阅 +[完整 agent-tools 示例](https://github.com/getpaseo/paseo/tree/main/plugin-examples/agent-tools)。 + ### 选择工作区隔离方式 {#choose-workspace-isolation} ```ts @@ -741,11 +852,11 @@ type PluginTurnOutcome = ### before 钩子 {#before-hooks} -| 名称 | 请求字段 | 可编辑 | -| -------------------- | ----------------------------------------------------------------------- | ----------------------------------- | -| `agent.create` | `config`,可选的 `env` | 除 `cwd` 外的公开 Agent 配置;`env` | -| `agent.session_open` | `agentId`, `workspaceId`, `provider`, `cwd`, `reason`, `purpose`, `env` | 仅 `env` | -| `workspace.create` | `source`,可选的 `title`,`firstAgentContext` | 整个显式创建请求 | +| 名称 | 请求字段 | 可编辑 | +| -------------------- | ------------------------------------------------------------------------------------------------------------ | ----------------------------------- | +| `agent.create` | `config`,可选的 `env` | 除 `cwd` 外的公开 Agent 配置;`env` | +| `agent.session_open` | `agentId`, `workspaceId`, `provider`, `cwd`,只读的 `title` 和 `labels`,`reason`, `purpose`, `env`, `tools` | `env` 和 `tools` | +| `workspace.create` | `source`,可选的 `title`,`firstAgentContext` | 整个显式创建请求 | **`agent.create.config`** 使用 `AgentSessionConfig`: @@ -766,18 +877,24 @@ type PluginTurnOutcome = "workspaceId": "workspace-456", "provider": "codex", "cwd": "/projects/shop", + "title": "Workspace notes", + "labels": { "notes/enabled": "true" }, + "tools": [], "reason": "resume", "purpose": "interactive", "env": { "COMPANY_ENV": "development" } } ``` -| 字段 | 取值 | -| ------------- | ------------------------------------------------------------------------------------ | -| `workspaceId` | 字符串或 `null` | -| `reason` | `create`、`resume`、`refresh`、`import` | -| `purpose` | `interactive`、`history` | -| `env` | 启动覆盖映射;不包括 daemon 继承的环境变量。替换整个映射即可添加、替换或移除覆盖项。 | +| 字段 | 取值 | +| ------------- | -------------------------------------------------------------------------------------------------------- | +| `workspaceId` | 字符串或 `null` | +| `title` | 只读字符串或 `null`;创建时使用创建请求的标题,恢复时使用已保存的标题。 | +| `labels` | 只读的字符串映射;创建时使用创建请求的标签,恢复时使用已保存的标签。 | +| `tools` | 可编辑的 `AgentToolDefinition[]`,仅包含此插件的工具。参阅[为 Agent 附加工具](#attach-tools-to-agents)。 | +| `reason` | `create`、`resume`、`refresh`、`import` | +| `purpose` | `interactive`、`history` | +| `env` | 启动覆盖映射;不包括 daemon 继承的环境变量。替换整个映射即可添加、替换或移除覆盖项。 | ### 顺序与返回值 {#ordering-and-returned-values} @@ -786,7 +903,7 @@ Creation request → agent.create hooks (plugin-ID order; registration order within each plugin) → resolve defaults and validate provider configuration → derive launch configuration with Paseo runtime tools and daemon prompt - → agent.session_open hooks (same ordering; env only) + → agent.session_open hooks (same ordering; env and plugin-local tools) → set PASEO_AGENT_ID and PASEO_AGENT_CWD → open provider session and save agent configuration ``` @@ -822,6 +939,7 @@ Creation request | [lifecycle-logger](https://github.com/getpaseo/paseo/tree/main/plugin-examples/lifecycle-logger) | 全部十一个钩子;隐去环境变量值的 JSON 日志 | | [lifecycle-actions](https://github.com/getpaseo/paseo/tree/main/plugin-examples/lifecycle-actions) | 后续消息、权限、环境变量、切换 Provider、选择 worktree | | [agent-configuration](https://github.com/getpaseo/paseo/tree/main/plugin-examples/agent-configuration) | MCP 注入以及 Codex 沙盒/批准选项 | +| [agent-tools](https://github.com/getpaseo/paseo/tree/main/plugin-examples/agent-tools) | 按标签选择 Agent,并在插件进程中执行文件操作的工具 | 用 `paseo plugin logs lifecycle-logger` 或主机的 `daemon.log` 读取 logger 的输出。