Agent助手
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- 作者仓库 lobehub
- 领域
- AI 智能
- 兼容 Agent
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- Gemini CLI
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- @lobehub · 未声明 license
- Token 消耗评级
- 低消耗
- 接入复杂程度
- 需简单配置
- 是否需要外部 API Key
- 不需要
- 兼容的系统
- 未声明(默认跨平台)
- 底层运行要求
- 无特殊要求
- 文件与系统权限
-
- 只读
- Shell 执行
- 允许写入 / 修改
- 网络行为
- 允许外网请求
- 安装命令数
- 26 条
档案由构建时根据 SKILL.md 与安装命令自动衍生,可能与作者实际意图存在差异。
需要注意: 未限定 allowed-tools,默认拥有全部工具权限。
---
name: agent-runtime-hooks
description: Agent runtime lifecycle hooks for observing and intercepting agent execution. Use when adding ho…
category: AI 智能
runtime: 无特殊运行时
---
# agent-runtime-hooks 输出预览
## PART A: 任务判断
- 适用问题:提示词、Agent 工作流、模型评估或自动化推理。
- 输入要求:目标材料、限制条件、期望输出和验收方式。
- 证据边界:围绕“Hook Types / Key Files / Registration Flow”读取原文规则,不把推断写成作者承诺。
## PART B: 执行结果
- **01** 任务判断:确认你的需求是否属于提示词、Agent 工作流、模型评估或自动化推理,并标出输入、限制和预期结果。
- **02** 执行计划:优先按“Hook Types / Key Files / Registration Flow”拆成步骤,说明每一步会读取什么、修改什么、产出什么。
- **03** 交付结果:给出可复制的命令、文件改动、检查清单或内容草稿,并说明如何继续迭代。
- **04** 风险边界:结合 读取文件、执行终端命令、写入/修改文件、会按任务需要访问外部网络、通常不需要额外 API Key 给出执行前确认项。
## Running Rules
- 读取文件、执行终端命令、写入/修改文件;会按任务需要访问外部网络;通常不需要额外 API Key。
- 先小样例验证,再放大到真实任务。
- 交付时同时给结果、检查口径和下一步迭代建议。 原文没有稳定的斜杠命令要求。安装验证后通常全局生效,直接在对话里点名这个 Skill 并描述任务即可。
告诉 Agent 目标文件或材料、期望结果、不可改范围、是否允许联网或执行命令。本 Skill 的权限画像是:读取文件、执行终端命令、写入/修改文件。
先用一个小任务确认它会围绕“Hook Types / Key Files / Registration Flow”工作;涉及文件或命令时,先看 diff、日志、预览或测试结果。
检查最终产物是否包含明确结果、必要证据和下一步动作;如果输出泛泛而谈,就补充输入、边界和验收标准后重跑。
---
name: agent-runtime-hooks
description: Agent runtime lifecycle hooks for observing and intercepting agent execution. Use when adding ho…
category: AI 智能
source: lobehub/lobehub
---
# agent-runtime-hooks
## 什么时候使用
- 把 AI / Agent方向的常用动作沉淀成 Agent 可调用的技能 适合处理AI Agent、提示词、模型评估与自动化推理,核心价值是把输入、判断、执行、验证和交付边界固定下来,避免 Agent 泛泛回答。 把任务拆成可执行、可检查…
- 面向提示词、Agent 工作流、模型评估或自动化推理,优先处理能明确输入、步骤和验收标准的工作。
## 需要提供什么
- 目标材料、目录范围、期望结果和不可改动内容。
- 是否允许联网、执行命令、读写文件或调用外部服务。
## 执行规则
- 围绕「Hook Types / Key Files / Registration Flow」组织步骤,不把推断写成作者事实。
- 读取文件、执行终端命令、写入/修改文件;会按任务需要访问外部网络;通常不需要额外 API Key。
- 先跑小样例,确认结果可检查后再扩大任务范围。
## 输出要求
- 给出最终产物、关键证据、验证方式和下一步动作。
- 信息不足时标记 unknown,不编造命令、平台或依赖。 作者原文负责流程事实;仓库文件负责来源和命令;流狐只补充适用场景、限制和质量判断。
skill "agent-runtime-hooks" {
输入层 -> 用户目标 + 目标文件 + 禁止范围 + 验收标准
上下文层 -> Hook Types / Key Files / Registration Flow
规则层 -> SKILL.md 触发条件 / 执行顺序 / 输出格式
运行层 -> 无特殊运行时 | 读取文件、执行终端命令、写入/修改文件 | 会按任务需要访问外部网络
安全层 -> 通常不需要额外 API Key + 小任务验证 + diff / 日志复核
输出层 -> 可复制结果 + 检查清单 + 下一步迭代
} Agent Runtime Hooks
Lifecycle hooks for observing and intercepting agent execution. Hooks are registered per-operation via execAgent({ hooks }) and dispatched by HookDispatcher.
Hook Types
16 hook types across 5 categories:
execAgent({ hooks })
│
├─ beforeStep ──────────── Before each step executes
│ │
│ ├─ [call_llm] LLM inference
│ │
│ ├─ [call_tool]
│ │ ├─ beforeToolCall ── Before tool executes (supports mocking)
│ │ ├─ (tool execution)
│ │ ├─ afterToolCall ─── After tool completes (observation only)
│ │ └─ onToolCallError ─ Tool threw an exception
│ │
│ ├─ [request_human_approve]
│ │ ├─ beforeHumanIntervention ── Before agent pauses
│ │ ├─ afterHumanIntervention ─── After approve/reject + resume
│ │ └─ onStopByHumanIntervention ── User rejected, agent halted
│ │
│ ├─ [compress_context]
│ │ ├─ beforeCompact ──── Before compression starts
│ │ ├─ afterCompact ───── After compression completes
│ │ └─ onCompactError ─── Compression failed
│ │
│ ├─ [callAgent] (via execSubAgentTask)
│ │ ├─ beforeCallAgent ── Before sub-agent starts
│ │ ├─ afterCallAgent ─── After sub-agent completes
│ │ └─ onCallAgentError ── Sub-agent failed
│ │
│ └─ afterStep ──────────── After step completes
│
├─ (next step...)
│
├─ onComplete ───────────── Operation reaches terminal state
└─ onError ──────────────── Error during execution
Key Files
| File | Role |
|---|---|
packages/agent-runtime/src/types/hooks.ts |
Type definitions (AgentHookType, all event interfaces) |
src/server/services/agentRuntime/hooks/types.ts |
Server-side types (AgentHook, re-exports) |
src/server/services/agentRuntime/hooks/HookDispatcher.ts |
Registration, dispatch, dispatchBeforeToolCall |
src/server/modules/AgentRuntime/RuntimeExecutors.ts |
Tool/Compact/HumanIntervention hook dispatch |
src/server/services/agentRuntime/AgentRuntimeService.ts |
Step hooks + HumanIntervention resume/reject |
src/server/services/aiAgent/index.ts |
CallAgent hook dispatch |
Registration Flow
const hooks: AgentHook[] = [
{ id: 'my-hook', type: 'afterStep', handler: async (event) => { ... } },
];
await aiAgentService.execAgent({ agentId, prompt, hooks });
// Internally: hookDispatcher.register(operationId, hooks)
// Cleanup: hookDispatcher.unregister(operationId)
Hook Reference
Step Level
beforeStep — Before each step. event: AgentHookEvent
afterStep — After each step. event: AgentHookEvent (content, toolsCalling, totalCost, etc.)
onComplete — Terminal state. event: AgentHookEvent (reason: done/error/interrupted/max_steps/cost_limit)
onError — Error occurred. event: AgentHookEvent (errorMessage, errorDetail)
Tool Call Level
beforeToolCall — Before tool executes. Supports mocking via event.mock().
// event: ToolCallHookEvent
{
(identifier, apiName, args, callIndex, stepIndex, operationId, mock);
}
// Mock example:
event.mock({ content: '{"error":"rate limited"}' });
Dispatch method: hookDispatcher.dispatchBeforeToolCall() (returns mock result or null).
afterToolCall — After tool completes. Observation only.
// event: AfterToolCallHookEvent
{
(identifier, apiName, args, callIndex, content, success, mocked, executionTimeMs, stepIndex);
}
onToolCallError — Tool threw an exception (catch block, not just success=false).
// event: ToolCallErrorHookEvent
{
(identifier, apiName, args, callIndex, error, stepIndex);
}
Human Intervention
beforeHumanIntervention — Before agent pauses for approval.
// event: BeforeHumanInterventionHookEvent
{ operationId, stepIndex, pendingTools: [{ identifier, apiName }] }
afterHumanIntervention — After approve/reject, agent resumes.
// event: AfterHumanInterventionHookEvent
{ operationId, action: 'approve' | 'reject' | 'rejectAndContinue', toolCallId?, rejectionReason? }
onStopByHumanIntervention — User rejected, agent halted.
// event: StopByHumanInterventionHookEvent
{ operationId, toolCallId?, rejectionReason? }
Context Compression
beforeCompact — Before compression starts.
// event: BeforeCompactHookEvent
{
(operationId, stepIndex, messageCount, tokenCount);
}
afterCompact — After compression completes.
// event: AfterCompactHookEvent
{
(operationId, stepIndex, groupId, messagesBefore, messagesAfter, summary);
}
onCompactError — Compression failed.
// event: CompactErrorHookEvent
{
(operationId, stepIndex, tokenCount, error);
}
Sub-Agent (CallAgent)
beforeCallAgent — Before calling sub-agent. Dispatched on parent operation.
// event: BeforeCallAgentHookEvent
{
(operationId, agentId, instruction);
}
afterCallAgent — Sub-agent completed. Dispatched on parent operation.
// event: AfterCallAgentHookEvent
{
(operationId, agentId, subOperationId, threadId, success);
}
onCallAgentError — Sub-agent failed. Dispatched on parent operation.
// event: CallAgentErrorHookEvent
{
(operationId, agentId, error);
}
Note: CallAgent hooks require parentOperationId in ExecSubAgentTaskParams.
Design Notes
- Fire-and-forget: All handlers return
Promise<void>. Errors are non-fatal. - Exception:
beforeToolCallsupports mock viaevent.mock()— usesdispatchBeforeToolCall()which returns the mock result. - Sequential: Same-type hooks run in registration order.
- Local only:
beforeToolCallmock only works in local mode (in-memory hooks). Webhook mode does not support mocking. - Scoped per operation: Auto-cleaned via
hookDispatcher.unregister()on completion. - Sandbox/MCP: No separate hooks — they go through
executeTool, sobeforeToolCall/afterToolCallcover them. Useevent.identifierto filter.
Real-World Example: agent-evals
See devtools/agent-evals/helpers/runner.ts — createEvalHooks() uses afterStep, onComplete, afterToolCall, and beforeToolCall (for mock).
先判断是否适合
作者设计意图
作者的方法与取舍
边界和复核