Creating Hedera Agent Kit Hooks
Hooks are non-blocking extensions that run around the BaseTool lifecycle. They observe and can enrich execution: log calls, write audit trails, track metrics, persist state on Context. They do not block tool execution — that's the job of policies (see agent-kit-policy skill).
Hooks fire only for tools that extend
BaseTool. A tool that implements theToolinterface directly without extendingBaseToolbypasses the hook system entirely.
When to write a hook vs. a policy
| If you want to… | Use |
|---|---|
| Log/audit/track tool calls | Hook |
Enrich Context (counters, session state) |
Hook |
| Stop a call from happening when a condition holds | Policy (see agent-kit-policy) |
| Reject specific tool methods | Policy |
Built-in hooks include HcsAuditTrailHook and HolAuditTrailHook (HCS-backed audit trails) — both live in @hashgraph/hedera-agent-kit/hooks.
The 7-stage lifecycle
BaseTool.execute() runs:
[1] preToolExecutionHook ← hook fires
[2] normalizeParams (tool internal)
[3] postParamsNormalizationHook ← hook fires
[4] coreAction (tool internal)
[5] postCoreActionHook ← hook fires
[6] secondaryAction (tool internal)
[7] postToolExecutionHook ← hook fires
Hooks tap into stages 1, 3, 5, 7. They never fire at stages 2, 4, 6.
For full param shapes at each stage see references/lifecycle.md.
AbstractHook contract
import { AbstractHook } from '@hashgraph/hedera-agent-kit';
export abstract class AbstractHook {
abstract name: string; // human-readable identifier
abstract description?: string; // what the hook does
abstract relevantTools: string[]; // tool methods this hook cares about
// Override only the stages you need; defaults are no-ops.
preToolExecutionHook(params, method): Promise<any>;
postParamsNormalizationHook(params, method): Promise<any>;
postCoreActionHook(params, method): Promise<any>;
postToolExecutionHook(params, method): Promise<any>;
}
Critical: the method signature is (params, method) — params is one of four typed objects, and context lives inside it (params.context). It is not a separate first argument.
| Stage | Params type | Notable fields |
|---|---|---|
| 1 | PreToolExecutionParams |
context, rawParams, client |
| 3 | PostParamsNormalizationParams |
+ normalisedParams |
| 5 | PostCoreActionParams |
+ coreActionResult |
| 7 | PostSecondaryActionParams |
+ toolResult |
Skeleton
import {
AbstractHook,
Context,
PreToolExecutionParams,
PostSecondaryActionParams,
} from '@hashgraph/hedera-agent-kit';
export class MyHook extends AbstractHook {
name = 'My Hook';
description = 'What this hook does, in one sentence';
relevantTools = ['transfer_hbar', 'create_token'];
async preToolExecutionHook(params: PreToolExecutionParams, method: string) {
if (!this.relevantTools.includes(method)) return;
// ... your pre-execution logic ...
// params.context, params.rawParams, params.client
}
async postToolExecutionHook(params: PostSecondaryActionParams, method: string) {
if (!this.relevantTools.includes(method)) return;
// params.toolResult is the final tool output
}
}
The first line of every hook method should filter by relevantTools. The kit dispatches all hooks for all tool calls — relevantTools is informational unless you act on it.
Registering hooks
Hooks go on Context.hooks. The toolkit threads that context through to BaseTool.execute(), where the lifecycle dispatches them.
import { AgentMode } from '@hashgraph/hedera-agent-kit';
import { allCorePlugins } from '@hashgraph/hedera-agent-kit/plugins';
import { HederaLangchainToolkit } from '@hashgraph/hedera-agent-kit-langchain';
import { MyHook } from './my-hook';
const toolkit = new HederaLangchainToolkit({
client,
configuration: {
plugins: allCorePlugins,
context: {
mode: AgentMode.AUTONOMOUS,
hooks: [new MyHook()],
},
},
});
Multiple hooks can coexist — they run in array order at each stage. Policies (see agent-kit-policy) are also AbstractHook instances and go in the same array.
Multi-tool typing patterns
Hook params are generic (any) — the kit can't infer per-tool types because one hook can target many tools with different schemas. Three patterns:
1. Universal logic
When the hook is parameter-agnostic (counting calls, logging the whole payload as JSON):
async postToolExecutionHook(params: PostSecondaryActionParams, method: string) {
console.log(`[${method}]`, JSON.stringify(params.rawParams));
}
2. Type guards (small known set)
Switch on method, narrow with a cast or guard:
async postParamsNormalizationHook(
params: PostParamsNormalizationParams,
method: string,
) {
switch (method) {
case 'transfer_hbar':
case 'transfer_hbar_with_allowance': {
const p = params.normalisedParams as { transfers: Array<{ amount: number }> };
const total = p.transfers.reduce((s, t) => s + t.amount, 0);
console.log(`[${method}] total HBAR: ${total}`);
break;
}
}
}
3. Strategy map (pluggable, third-party tools)
Accept a Record<string, (params: any) => SomeResult> in the constructor. Validate each additionalTool has a strategy, throw at construction time if missing. This is the pattern used by MaxRecipientsPolicy.
State on Context
params.context is the same Context instance for the whole agent run. Use it as a per-session scratchpad:
async preToolExecutionHook(params: PreToolExecutionParams, method: string) {
if (!this.relevantTools.includes(method)) return;
const counts = ((params.context as any).callCounts ??= {} as Record<string, number>);
counts[method] = (counts[method] ?? 0) + 1;
}
(Context is structurally typed; cast to attach ad-hoc state. If you publish the hook, document the keys you write.)
Best practices
- Filter by
relevantToolsat the top of every method — cheap and idiomatic - Wrap in
try/catchif the hook does I/O (HCS write, HTTP) — a thrown hook aborts the whole tool call - Keep hooks lightweight — they sit on the hot path
- Don't block — if you need to stop execution, write a policy
- Don't mutate
rawParamsornormalisedParamsunless you really mean to; subsequent hooks see your changes - Use
descriptionto document side-effects (HCS topic writes, external API calls) so policy authors / agent operators know what the hook does - Tag log lines with
[<hook-name>]for easy grep
Resources
references/hook-interface.md— full param-type definitions, all four hook stagesreferences/lifecycle.md— what fires when, aroundBaseTool'snormalizeParams/coreAction/secondaryActionexamples/tx-timing-hook/— minimal hook that times tool execution and logs duration
Common imports
import {
AbstractHook,
Context,
PreToolExecutionParams,
PostParamsNormalizationParams,
PostCoreActionParams,
PostSecondaryActionParams,
} from '@hashgraph/hedera-agent-kit';
// Built-in implementations live in the /hooks subpath
import { HcsAuditTrailHook, HolAuditTrailHook } from '@hashgraph/hedera-agent-kit/hooks';