Agent Runtime Hooks

SkillAI & models

Lets your agent run custom code at key moments like before or after tool calls and steps.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Agent Runtime Hooks skill

About this capability

Agent runtime lifecycle hooks. Use for before/after tool or step hooks, tool mocks, human intervention, sub-agent calls, context compression, evals, callAgent, or lifecycle events.

What this skill tells your AI

The instructions your AI receives, as published by lobehub/lobehub in .agents/skills/agent-runtime-hooks/SKILL.md and read by ahel’s review.

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

FileRole
packages/agent-runtime/src/types/hooks.tsType definitions (AgentHookType, all event interfaces)
apps/server/src/services/agentRuntime/hooks/types.tsServer-side types (AgentHook, re-exports)
apps/server/src/services/agentRuntime/hooks/HookDispatcher.tsRegistration, dispatch, dispatchBeforeToolCall
apps/server/src/modules/AgentRuntime/RuntimeExecutors.tsTool/Compact/HumanIntervention hook dispatch
apps/server/src/services/agentRuntime/AgentRuntimeService.tsStep hooks + HumanIntervention resume/reject
apps/server/src/services/aiAgent/subAgentRuns.tsCallAgent 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: beforeToolCall supports mock via event.mock() — uses dispatchBeforeToolCall() which returns the mock result.
  • Sequential: Same-type hooks run in registration order.
  • Local only: beforeToolCall mock 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, so beforeToolCall/afterToolCall cover them. Use event.identifier to filter.

Real-World Example: agent-evals

See devtools/agent-evals/helpers/runner.tscreateEvalHooks() uses afterStep, onComplete, afterToolCall, and beforeToolCall (for mock).

Signals

GitHub stars
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Forks
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Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
agent-runtime-hooks-lobehub
Source
github.com/lobehub/lobehub