mirror of
https://github.com/sipeed/picoclaw.git
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docs(hooks): inline and translate hook examples
This commit is contained in:
Hoshina
@@ -511,6 +511,14 @@
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"voice": {
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"echo_transcription": false
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},
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"hooks": {
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"enabled": true,
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"defaults": {
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"observer_timeout_ms": 500,
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"interceptor_timeout_ms": 5000,
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"approval_timeout_ms": 60000
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}
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},
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"gateway": {
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"host": "127.0.0.1",
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"port": 18790
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@@ -0,0 +1,679 @@
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# Hook System Guide
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This document describes the hook system that is implemented in the current repository, not the older design draft.
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The current implementation supports two mounting modes:
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1. In-process hooks
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2. Out-of-process process hooks (`JSON-RPC over stdio`)
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The repository no longer ships standalone example source files. The Go and Python examples below are embedded directly in this document. If you want to use them, copy them into your own local files first.
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## Supported Hook Types
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| Type | Interface | Stage | Can modify data |
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| --- | --- | --- | --- |
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| Observer | `EventObserver` | EventBus broadcast | No |
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| LLM interceptor | `LLMInterceptor` | `before_llm` / `after_llm` | Yes |
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| Tool interceptor | `ToolInterceptor` | `before_tool` / `after_tool` | Yes |
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| Tool approver | `ToolApprover` | `approve_tool` | No, returns allow/deny |
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The currently exposed synchronous hook points are:
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- `before_llm`
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- `after_llm`
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- `before_tool`
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- `after_tool`
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- `approve_tool`
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Everything else is exposed as read-only events.
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## Execution Order
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`HookManager` sorts hooks like this:
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1. In-process hooks first
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2. Process hooks second
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3. Lower `priority` first within the same source
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4. Name order as the final tie-breaker
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## Timeouts
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Global defaults live under `hooks.defaults`:
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- `observer_timeout_ms`
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- `interceptor_timeout_ms`
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- `approval_timeout_ms`
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Note: the current implementation does not support per-process-hook `timeout_ms`. Timeouts are global defaults.
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## Quick Start
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If your first goal is simply to prove that the hook flow works and observe real requests, the easiest path is the Python process-hook example below:
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1. Enable `hooks.enabled`
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2. Save the Python example from this document to a local file, for example `/tmp/review_gate.py`
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3. Set `PICOCLAW_HOOK_LOG_FILE`
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4. Restart the gateway
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5. Watch the log file with `tail -f`
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Example:
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```json
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{
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"hooks": {
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"enabled": true,
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"processes": {
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"py_review_gate": {
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"enabled": true,
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"priority": 100,
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"transport": "stdio",
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"command": [
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"python3",
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"/tmp/review_gate.py"
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],
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"observe": [
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"tool_exec_start",
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"tool_exec_end",
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"tool_exec_skipped"
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],
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"intercept": [
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"before_tool",
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"approve_tool"
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],
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"env": {
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"PICOCLAW_HOOK_LOG_FILE": "/tmp/picoclaw-hook-review-gate.log"
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}
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}
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}
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}
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}
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```
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Watch it with:
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```bash
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tail -f /tmp/picoclaw-hook-review-gate.log
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```
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If you are developing PicoClaw itself rather than only validating the protocol, continue with the Go in-process example as well.
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## What The Two Examples Are For
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- Go in-process example
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Best for validating the host-side hook chain and understanding `MountHook()` plus the synchronous stages
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- Python process example
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Best for understanding the `JSON-RPC over stdio` protocol and verifying the message flow between PicoClaw and an external process
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Both examples are intentionally safe: they only log, never rewrite, and never deny.
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## Go In-Process Example
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The following is a minimal logging hook for in-process use. It implements:
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1. `EventObserver`
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2. `LLMInterceptor`
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3. `ToolInterceptor`
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4. `ToolApprover`
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It only records activity. It does not rewrite requests or reject tools.
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You can save it as your own Go file, for example `pkg/myhooks/example_logger.go`:
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```go
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package myhooks
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import (
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"context"
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"encoding/json"
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"os"
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"path/filepath"
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"strings"
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"sync"
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"time"
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"github.com/sipeed/picoclaw/pkg/agent"
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"github.com/sipeed/picoclaw/pkg/logger"
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)
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type ExampleLoggerHookOptions struct {
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LogFile string `json:"log_file,omitempty"`
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LogEvents bool `json:"log_events,omitempty"`
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}
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type ExampleLoggerHook struct {
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logFile string
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logEvents bool
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mu sync.Mutex
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}
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func NewExampleLoggerHook(opts ExampleLoggerHookOptions) *ExampleLoggerHook {
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return &ExampleLoggerHook{
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logFile: strings.TrimSpace(opts.LogFile),
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logEvents: opts.LogEvents,
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}
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}
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func (h *ExampleLoggerHook) OnEvent(ctx context.Context, evt agent.Event) error {
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_ = ctx
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if h == nil || !h.logEvents {
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return nil
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}
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h.record("event", evt.Meta, map[string]any{
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"event": evt.Kind.String(),
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"payload": evt.Payload,
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}, nil)
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return nil
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}
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func (h *ExampleLoggerHook) BeforeLLM(
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ctx context.Context,
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req *agent.LLMHookRequest,
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) (*agent.LLMHookRequest, agent.HookDecision, error) {
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_ = ctx
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h.record("before_llm", req.Meta, req, agent.HookDecision{Action: agent.HookActionContinue})
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return req, agent.HookDecision{Action: agent.HookActionContinue}, nil
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}
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func (h *ExampleLoggerHook) AfterLLM(
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ctx context.Context,
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resp *agent.LLMHookResponse,
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) (*agent.LLMHookResponse, agent.HookDecision, error) {
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_ = ctx
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h.record("after_llm", resp.Meta, resp, agent.HookDecision{Action: agent.HookActionContinue})
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return resp, agent.HookDecision{Action: agent.HookActionContinue}, nil
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}
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func (h *ExampleLoggerHook) BeforeTool(
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ctx context.Context,
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call *agent.ToolCallHookRequest,
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) (*agent.ToolCallHookRequest, agent.HookDecision, error) {
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_ = ctx
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h.record("before_tool", call.Meta, call, agent.HookDecision{Action: agent.HookActionContinue})
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return call, agent.HookDecision{Action: agent.HookActionContinue}, nil
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}
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func (h *ExampleLoggerHook) AfterTool(
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ctx context.Context,
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result *agent.ToolResultHookResponse,
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) (*agent.ToolResultHookResponse, agent.HookDecision, error) {
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_ = ctx
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h.record("after_tool", result.Meta, result, agent.HookDecision{Action: agent.HookActionContinue})
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return result, agent.HookDecision{Action: agent.HookActionContinue}, nil
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}
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func (h *ExampleLoggerHook) ApproveTool(
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ctx context.Context,
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req *agent.ToolApprovalRequest,
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) (agent.ApprovalDecision, error) {
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_ = ctx
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decision := agent.ApprovalDecision{Approved: true}
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h.record("approve_tool", req.Meta, req, decision)
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return decision, nil
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}
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func (h *ExampleLoggerHook) record(stage string, meta agent.EventMeta, payload any, decision any) {
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logger.InfoCF("hooks", "Example hook observed", map[string]any{
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"stage": stage,
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})
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if h == nil || h.logFile == "" {
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return
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}
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entry := map[string]any{
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"ts": time.Now().UTC(),
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"stage": stage,
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"meta": meta,
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"payload": payload,
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"decision": decision,
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}
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body, err := json.Marshal(entry)
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if err != nil {
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logger.WarnCF("hooks", "Example hook log encode failed", map[string]any{
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"stage": stage,
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"error": err.Error(),
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})
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return
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}
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h.mu.Lock()
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defer h.mu.Unlock()
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if dir := filepath.Dir(h.logFile); dir != "" && dir != "." {
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if err := os.MkdirAll(dir, 0o755); err != nil {
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logger.WarnCF("hooks", "Example hook log mkdir failed", map[string]any{
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"stage": stage,
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"path": h.logFile,
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"error": err.Error(),
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})
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return
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}
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}
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file, err := os.OpenFile(h.logFile, os.O_CREATE|os.O_WRONLY|os.O_APPEND, 0o644)
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if err != nil {
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logger.WarnCF("hooks", "Example hook log open failed", map[string]any{
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"stage": stage,
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"path": h.logFile,
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"error": err.Error(),
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})
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return
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}
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defer func() { _ = file.Close() }()
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if _, err := file.Write(append(body, '\n')); err != nil {
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logger.WarnCF("hooks", "Example hook log write failed", map[string]any{
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"stage": stage,
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"path": h.logFile,
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"error": err.Error(),
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})
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}
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}
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```
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### Mounting It In Code
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If code mounting is enough, call this after `AgentLoop` is initialized:
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```go
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hook := myhooks.NewExampleLoggerHook(myhooks.ExampleLoggerHookOptions{
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LogFile: "/tmp/picoclaw-hook-example-logger.log",
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LogEvents: true,
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})
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if err := al.MountHook(agent.NamedHook("example-logger", hook)); err != nil {
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panic(err)
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}
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```
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### If You Also Want Config Mounting
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The hook system supports builtin hooks, but that requires you to compile the factory into your binary. In practice, that means you need registration code like this alongside the hook definition above:
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```go
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package myhooks
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import (
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"context"
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"encoding/json"
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"fmt"
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"github.com/sipeed/picoclaw/pkg/agent"
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"github.com/sipeed/picoclaw/pkg/config"
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)
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func init() {
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if err := agent.RegisterBuiltinHook("example_logger", func(
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ctx context.Context,
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spec config.BuiltinHookConfig,
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) (any, error) {
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_ = ctx
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var opts ExampleLoggerHookOptions
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if len(spec.Config) > 0 {
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if err := json.Unmarshal(spec.Config, &opts); err != nil {
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return nil, fmt.Errorf("decode example_logger config: %w", err)
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}
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}
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return NewExampleLoggerHook(opts), nil
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}); err != nil {
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panic(err)
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}
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}
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```
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Only after you register that builtin will the following config work:
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```json
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{
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"hooks": {
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"enabled": true,
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"builtins": {
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"example_logger": {
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"enabled": true,
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"priority": 10,
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"config": {
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"log_file": "/tmp/picoclaw-hook-example-logger.log",
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"log_events": true
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}
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}
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}
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}
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}
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```
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### How To Observe It
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- If `log_file` is set, each hook call is appended as JSON Lines
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- If `log_file` is not set, the hook still writes summaries to the gateway log
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- Requests that only hit the LLM path usually show `before_llm` and `after_llm`
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- Requests that trigger tools usually also show `before_tool`, `approve_tool`, and `after_tool`
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- If `log_events=true`, you will also see `event`
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Typical log lines:
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```json
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{"ts":"2026-03-21T14:10:00Z","stage":"before_tool","meta":{"session_key":"session-1"},"payload":{"tool":"echo_text","arguments":{"text":"hello"}},"decision":{"action":"continue"}}
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{"ts":"2026-03-21T14:10:00Z","stage":"approve_tool","meta":{"session_key":"session-1"},"payload":{"tool":"echo_text","arguments":{"text":"hello"}},"decision":{"approved":true}}
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```
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If you only see `before_llm` and `after_llm`, that usually means the request did not trigger any tool call, not that the hook failed to mount.
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## Python Process-Hook Example
|
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|
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The following script is a minimal process-hook example. It uses only the Python standard library and supports:
|
||||
|
||||
1. `hook.hello`
|
||||
2. `hook.event`
|
||||
3. `hook.before_tool`
|
||||
4. `hook.approve_tool`
|
||||
|
||||
It only records activity. It does not rewrite or deny anything.
|
||||
|
||||
Save it to any local path, for example `/tmp/review_gate.py`:
|
||||
|
||||
```python
|
||||
#!/usr/bin/env python3
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
import signal
|
||||
import sys
|
||||
from datetime import datetime, timezone
|
||||
from typing import Any
|
||||
|
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LOG_EVENTS = os.getenv("PICOCLAW_HOOK_LOG_EVENTS", "1").lower() not in {"0", "false", "no"}
|
||||
LOG_FILE = os.getenv("PICOCLAW_HOOK_LOG_FILE", "").strip()
|
||||
|
||||
|
||||
def append_log(entry: dict[str, Any]) -> None:
|
||||
if not LOG_FILE:
|
||||
return
|
||||
|
||||
payload = {
|
||||
"ts": datetime.now(timezone.utc).isoformat(),
|
||||
**entry,
|
||||
}
|
||||
try:
|
||||
log_dir = os.path.dirname(LOG_FILE)
|
||||
if log_dir:
|
||||
os.makedirs(log_dir, exist_ok=True)
|
||||
with open(LOG_FILE, "a", encoding="utf-8") as handle:
|
||||
handle.write(json.dumps(payload, ensure_ascii=True) + "\n")
|
||||
except OSError as exc:
|
||||
log_stderr(f"failed to write hook log file {LOG_FILE}: {exc}")
|
||||
|
||||
|
||||
def send_response(message_id: int, result: Any | None = None, error: str | None = None) -> None:
|
||||
payload: dict[str, Any] = {
|
||||
"jsonrpc": "2.0",
|
||||
"id": message_id,
|
||||
}
|
||||
if error is not None:
|
||||
payload["error"] = {"code": -32000, "message": error}
|
||||
else:
|
||||
payload["result"] = result if result is not None else {}
|
||||
|
||||
append_log({
|
||||
"direction": "out",
|
||||
"id": message_id,
|
||||
"response": payload.get("result"),
|
||||
"error": payload.get("error"),
|
||||
})
|
||||
|
||||
try:
|
||||
sys.stdout.write(json.dumps(payload, ensure_ascii=True) + "\n")
|
||||
sys.stdout.flush()
|
||||
except BrokenPipeError:
|
||||
raise SystemExit(0) from None
|
||||
|
||||
|
||||
def log_stderr(message: str) -> None:
|
||||
try:
|
||||
sys.stderr.write(message + "\n")
|
||||
sys.stderr.flush()
|
||||
except BrokenPipeError:
|
||||
raise SystemExit(0) from None
|
||||
|
||||
|
||||
def handle_shutdown_signal(signum: int, _frame: Any) -> None:
|
||||
raise KeyboardInterrupt(f"received signal {signum}")
|
||||
|
||||
|
||||
def handle_before_tool(params: dict[str, Any]) -> dict[str, Any]:
|
||||
_ = params
|
||||
return {"action": "continue"}
|
||||
|
||||
|
||||
def handle_approve_tool(params: dict[str, Any]) -> dict[str, Any]:
|
||||
_ = params
|
||||
return {"approved": True}
|
||||
|
||||
|
||||
def handle_request(method: str, params: dict[str, Any]) -> dict[str, Any]:
|
||||
if method == "hook.hello":
|
||||
return {"ok": True, "name": "python-review-gate"}
|
||||
if method == "hook.before_tool":
|
||||
return handle_before_tool(params)
|
||||
if method == "hook.approve_tool":
|
||||
return handle_approve_tool(params)
|
||||
if method == "hook.before_llm":
|
||||
return {"action": "continue"}
|
||||
if method == "hook.after_llm":
|
||||
return {"action": "continue"}
|
||||
if method == "hook.after_tool":
|
||||
return {"action": "continue"}
|
||||
raise KeyError(f"method not found: {method}")
|
||||
|
||||
|
||||
def main() -> int:
|
||||
try:
|
||||
for raw_line in sys.stdin:
|
||||
line = raw_line.strip()
|
||||
if not line:
|
||||
continue
|
||||
|
||||
try:
|
||||
message = json.loads(line)
|
||||
except json.JSONDecodeError as exc:
|
||||
log_stderr(f"failed to decode request: {exc}")
|
||||
append_log({
|
||||
"direction": "in",
|
||||
"decode_error": str(exc),
|
||||
"raw": line,
|
||||
})
|
||||
continue
|
||||
|
||||
method = message.get("method")
|
||||
message_id = message.get("id", 0)
|
||||
params = message.get("params") or {}
|
||||
if not isinstance(params, dict):
|
||||
params = {}
|
||||
|
||||
append_log({
|
||||
"direction": "in",
|
||||
"id": message_id,
|
||||
"method": method,
|
||||
"params": params,
|
||||
"notification": not bool(message_id),
|
||||
})
|
||||
|
||||
if not message_id:
|
||||
if method == "hook.event" and LOG_EVENTS:
|
||||
log_stderr(f"observed event: {params.get('Kind')}")
|
||||
continue
|
||||
|
||||
try:
|
||||
result = handle_request(str(method or ""), params)
|
||||
except KeyError as exc:
|
||||
send_response(int(message_id), error=str(exc))
|
||||
continue
|
||||
except Exception as exc:
|
||||
send_response(int(message_id), error=f"unexpected error: {exc}")
|
||||
continue
|
||||
|
||||
send_response(int(message_id), result=result)
|
||||
except KeyboardInterrupt:
|
||||
return 0
|
||||
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
signal.signal(signal.SIGINT, handle_shutdown_signal)
|
||||
signal.signal(signal.SIGTERM, handle_shutdown_signal)
|
||||
raise SystemExit(main())
|
||||
```
|
||||
|
||||
### Configuration
|
||||
|
||||
```json
|
||||
{
|
||||
"hooks": {
|
||||
"enabled": true,
|
||||
"processes": {
|
||||
"py_review_gate": {
|
||||
"enabled": true,
|
||||
"priority": 100,
|
||||
"transport": "stdio",
|
||||
"command": [
|
||||
"python3",
|
||||
"/abs/path/to/review_gate.py"
|
||||
],
|
||||
"observe": [
|
||||
"tool_exec_start",
|
||||
"tool_exec_end",
|
||||
"tool_exec_skipped"
|
||||
],
|
||||
"intercept": [
|
||||
"before_tool",
|
||||
"approve_tool"
|
||||
],
|
||||
"env": {
|
||||
"PICOCLAW_HOOK_LOG_FILE": "/tmp/picoclaw-hook-review-gate.log"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
### Environment Variables
|
||||
|
||||
- `PICOCLAW_HOOK_LOG_EVENTS`
|
||||
Whether to write `hook.event` summaries to `stderr`, enabled by default
|
||||
- `PICOCLAW_HOOK_LOG_FILE`
|
||||
Path to an external log file. When set, the script appends inbound hook requests, notifications, and outbound responses as JSON Lines
|
||||
|
||||
Note: `PICOCLAW_HOOK_LOG_FILE` has no default. If you do not set it, the script does not write any file logs.
|
||||
|
||||
### How To Confirm It Received Hooks
|
||||
|
||||
Watch two places:
|
||||
|
||||
- Gateway logs
|
||||
Useful for confirming that the host successfully started the process and for seeing event summaries written to `stderr`
|
||||
- `PICOCLAW_HOOK_LOG_FILE`
|
||||
Useful for seeing the exact requests the script received and the exact responses it returned
|
||||
|
||||
Typical interpretation:
|
||||
|
||||
- Only `hook.hello`
|
||||
The process started and completed the handshake, but no business hook request has arrived yet
|
||||
- `hook.event`
|
||||
The `observe` configuration is working
|
||||
- `hook.before_tool`
|
||||
The `intercept: ["before_tool", ...]` configuration is working
|
||||
- `hook.approve_tool`
|
||||
The approval hook path is working
|
||||
|
||||
Because this example never rewrites or denies, the expected responses look like:
|
||||
|
||||
```json
|
||||
{"direction":"out","id":7,"response":{"action":"continue"},"error":null}
|
||||
{"direction":"out","id":8,"response":{"approved":true},"error":null}
|
||||
```
|
||||
|
||||
A complete sample:
|
||||
|
||||
```json
|
||||
{"ts":"2026-03-21T14:12:00+00:00","direction":"in","id":1,"method":"hook.hello","params":{"name":"py_review_gate","version":1,"modes":["observe","tool","approve"]},"notification":false}
|
||||
{"ts":"2026-03-21T14:12:00+00:00","direction":"out","id":1,"response":{"ok":true,"name":"python-review-gate"},"error":null}
|
||||
{"ts":"2026-03-21T14:12:05+00:00","direction":"in","id":0,"method":"hook.event","params":{"Kind":"tool_exec_start"},"notification":true}
|
||||
{"ts":"2026-03-21T14:12:05+00:00","direction":"in","id":7,"method":"hook.before_tool","params":{"tool":"echo_text","arguments":{"text":"hello"}},"notification":false}
|
||||
{"ts":"2026-03-21T14:12:05+00:00","direction":"out","id":7,"response":{"action":"continue"},"error":null}
|
||||
```
|
||||
|
||||
Additional notes:
|
||||
|
||||
- Timestamps are UTC
|
||||
- `notification=true` means it was a notification such as `hook.event`, which does not expect a response
|
||||
- `id` increases within a single hook process; if the process restarts, the counter starts over
|
||||
|
||||
## Process-Hook Protocol
|
||||
|
||||
Current process hooks use `JSON-RPC over stdio`:
|
||||
|
||||
- PicoClaw starts the external process
|
||||
- Requests and responses are exchanged as one JSON message per line
|
||||
- `hook.event` is a notification and does not need a response
|
||||
- `hook.before_llm`, `hook.after_llm`, `hook.before_tool`, `hook.after_tool`, and `hook.approve_tool` are request/response calls
|
||||
|
||||
The host does not currently accept new RPCs initiated by the process hook. In practice, that means an external hook can only respond to PicoClaw calls; it cannot call back into the host to send channel messages.
|
||||
|
||||
## Configuration Fields
|
||||
|
||||
### `hooks.builtins.<name>`
|
||||
|
||||
- `enabled`
|
||||
- `priority`
|
||||
- `config`
|
||||
|
||||
### `hooks.processes.<name>`
|
||||
|
||||
- `enabled`
|
||||
- `priority`
|
||||
- `transport`
|
||||
Currently only `stdio` is supported
|
||||
- `command`
|
||||
- `dir`
|
||||
- `env`
|
||||
- `observe`
|
||||
- `intercept`
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
If a hook looks like it is not firing, check these in order:
|
||||
|
||||
1. `hooks.enabled`
|
||||
2. Whether the target builtin or process hook is `enabled`
|
||||
3. Whether the process-hook `command` path is correct
|
||||
4. Whether you are watching the correct log file
|
||||
5. Whether the current request actually reached the stage you care about
|
||||
6. Whether `observe` or `intercept` contains the hook point you want
|
||||
|
||||
A practical minimal troubleshooting pair is:
|
||||
|
||||
- Use the Python process-hook example from this document to validate the external protocol
|
||||
- Use the Go in-process example from this document to validate the host-side chain
|
||||
|
||||
If the Python side shows `hook.hello` but no business hook requests, the protocol is usually fine; the current request simply did not trigger the stage you expected.
|
||||
|
||||
## Scope And Limits
|
||||
|
||||
The current hook system is best suited for:
|
||||
|
||||
- LLM request rewriting
|
||||
- Tool argument normalization
|
||||
- Pre-execution tool approval
|
||||
- Auditing and observability
|
||||
|
||||
It is not yet well suited for:
|
||||
|
||||
- External hooks actively sending channel messages
|
||||
- Suspending a turn and waiting for human approval replies
|
||||
- Full inbound/outbound message interception across the whole platform
|
||||
|
||||
If you want a real human approval workflow, use hooks as the approval entry point and keep the state machine plus channel interaction in a separate `ApprovalManager`.
|
||||
@@ -0,0 +1,679 @@
|
||||
# Hook 系统使用说明
|
||||
|
||||
这份文档对应当前仓库里已经实现的 hook 系统，而不是设计草案。
|
||||
|
||||
当前实现支持两类挂载方式：
|
||||
|
||||
1. 进程内 hook
|
||||
2. 进程外 process hook（`JSON-RPC over stdio`）
|
||||
|
||||
当前仓库不再内置示例代码文件。下面的 Go / Python 示例都直接写在本文档里；如果你要使用它们，需要先复制到你自己的文件路径。
|
||||
|
||||
## 支持的 hook 类型
|
||||
|
||||
| 类型 | 接口 | 作用阶段 | 能否改写 |
|
||||
| --- | --- | --- | --- |
|
||||
| 观察型 | `EventObserver` | EventBus 广播事件时 | 否 |
|
||||
| LLM 拦截型 | `LLMInterceptor` | `before_llm` / `after_llm` | 是 |
|
||||
| Tool 拦截型 | `ToolInterceptor` | `before_tool` / `after_tool` | 是 |
|
||||
| Tool 审批型 | `ToolApprover` | `approve_tool` | 否，返回批准/拒绝 |
|
||||
|
||||
当前公开的同步点位只有：
|
||||
|
||||
- `before_llm`
|
||||
- `after_llm`
|
||||
- `before_tool`
|
||||
- `after_tool`
|
||||
- `approve_tool`
|
||||
|
||||
其余 lifecycle 通过事件形式只读暴露。
|
||||
|
||||
## 执行顺序
|
||||
|
||||
HookManager 的排序规则是：
|
||||
|
||||
1. 先执行进程内 hook
|
||||
2. 再执行 process hook
|
||||
3. 同一来源内按 `priority` 从小到大
|
||||
4. 若 `priority` 相同，再按名字排序
|
||||
|
||||
## 超时
|
||||
|
||||
当前配置在 `hooks.defaults` 中统一设置：
|
||||
|
||||
- `observer_timeout_ms`
|
||||
- `interceptor_timeout_ms`
|
||||
- `approval_timeout_ms`
|
||||
|
||||
注意：当前实现还没有单个 process hook 自己的 `timeout_ms` 字段，超时配置是全局默认值。
|
||||
|
||||
## 快速开始
|
||||
|
||||
如果你的目标只是先把当前 hook 流程跑通并观察到实际请求，最省事的是先用下面的 Python process hook 示例：
|
||||
|
||||
1. 打开 `hooks.enabled`
|
||||
2. 把下面文档里的 Python 示例保存到本地文件，例如 `/tmp/review_gate.py`
|
||||
3. 给它配置 `PICOCLAW_HOOK_LOG_FILE`
|
||||
4. 重启 gateway
|
||||
5. 用 `tail -f` 观察日志文件
|
||||
|
||||
例如：
|
||||
|
||||
```json
|
||||
{
|
||||
"hooks": {
|
||||
"enabled": true,
|
||||
"processes": {
|
||||
"py_review_gate": {
|
||||
"enabled": true,
|
||||
"priority": 100,
|
||||
"transport": "stdio",
|
||||
"command": [
|
||||
"python3",
|
||||
"/tmp/review_gate.py"
|
||||
],
|
||||
"observe": [
|
||||
"tool_exec_start",
|
||||
"tool_exec_end",
|
||||
"tool_exec_skipped"
|
||||
],
|
||||
"intercept": [
|
||||
"before_tool",
|
||||
"approve_tool"
|
||||
],
|
||||
"env": {
|
||||
"PICOCLAW_HOOK_LOG_FILE": "/tmp/picoclaw-hook-review-gate.log"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
观察方式：
|
||||
|
||||
```bash
|
||||
tail -f /tmp/picoclaw-hook-review-gate.log
|
||||
```
|
||||
|
||||
如果你是在开发 PicoClaw 本体，而不是只想验证协议，那么再看后面的 Go in-process 示例。
|
||||
|
||||
## 两个示例的定位
|
||||
|
||||
- Go in-process 示例
|
||||
适合验证宿主内的 hook 链路、理解 `MountHook()` 和各个同步点位
|
||||
- Python process 示例
|
||||
适合理解 `JSON-RPC over stdio` 协议、确认宿主和外部进程之间的消息来回是否正常
|
||||
|
||||
这两个示例都刻意保持为“只记录、不改写、不拒绝”的安全模式。它们的目的不是提供策略能力，而是帮你观察当前 hook 系统。
|
||||
|
||||
## Go 进程内示例
|
||||
|
||||
下面这段代码是一个最小的“记录型” in-process hook。它实现了：
|
||||
|
||||
1. `EventObserver`
|
||||
2. `LLMInterceptor`
|
||||
3. `ToolInterceptor`
|
||||
4. `ToolApprover`
|
||||
|
||||
它只记录，不改写请求，也不拒绝工具。
|
||||
|
||||
你可以把它保存成你自己的 Go 文件，例如 `pkg/myhooks/example_logger.go`：
|
||||
|
||||
```go
|
||||
package myhooks
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"os"
|
||||
"path/filepath"
|
||||
"strings"
|
||||
"sync"
|
||||
"time"
|
||||
|
||||
"github.com/sipeed/picoclaw/pkg/agent"
|
||||
"github.com/sipeed/picoclaw/pkg/logger"
|
||||
)
|
||||
|
||||
type ExampleLoggerHookOptions struct {
|
||||
LogFile string `json:"log_file,omitempty"`
|
||||
LogEvents bool `json:"log_events,omitempty"`
|
||||
}
|
||||
|
||||
type ExampleLoggerHook struct {
|
||||
logFile string
|
||||
logEvents bool
|
||||
mu sync.Mutex
|
||||
}
|
||||
|
||||
func NewExampleLoggerHook(opts ExampleLoggerHookOptions) *ExampleLoggerHook {
|
||||
return &ExampleLoggerHook{
|
||||
logFile: strings.TrimSpace(opts.LogFile),
|
||||
logEvents: opts.LogEvents,
|
||||
}
|
||||
}
|
||||
|
||||
func (h *ExampleLoggerHook) OnEvent(ctx context.Context, evt agent.Event) error {
|
||||
_ = ctx
|
||||
if h == nil || !h.logEvents {
|
||||
return nil
|
||||
}
|
||||
h.record("event", evt.Meta, map[string]any{
|
||||
"event": evt.Kind.String(),
|
||||
"payload": evt.Payload,
|
||||
}, nil)
|
||||
return nil
|
||||
}
|
||||
|
||||
func (h *ExampleLoggerHook) BeforeLLM(
|
||||
ctx context.Context,
|
||||
req *agent.LLMHookRequest,
|
||||
) (*agent.LLMHookRequest, agent.HookDecision, error) {
|
||||
_ = ctx
|
||||
h.record("before_llm", req.Meta, req, agent.HookDecision{Action: agent.HookActionContinue})
|
||||
return req, agent.HookDecision{Action: agent.HookActionContinue}, nil
|
||||
}
|
||||
|
||||
func (h *ExampleLoggerHook) AfterLLM(
|
||||
ctx context.Context,
|
||||
resp *agent.LLMHookResponse,
|
||||
) (*agent.LLMHookResponse, agent.HookDecision, error) {
|
||||
_ = ctx
|
||||
h.record("after_llm", resp.Meta, resp, agent.HookDecision{Action: agent.HookActionContinue})
|
||||
return resp, agent.HookDecision{Action: agent.HookActionContinue}, nil
|
||||
}
|
||||
|
||||
func (h *ExampleLoggerHook) BeforeTool(
|
||||
ctx context.Context,
|
||||
call *agent.ToolCallHookRequest,
|
||||
) (*agent.ToolCallHookRequest, agent.HookDecision, error) {
|
||||
_ = ctx
|
||||
h.record("before_tool", call.Meta, call, agent.HookDecision{Action: agent.HookActionContinue})
|
||||
return call, agent.HookDecision{Action: agent.HookActionContinue}, nil
|
||||
}
|
||||
|
||||
func (h *ExampleLoggerHook) AfterTool(
|
||||
ctx context.Context,
|
||||
result *agent.ToolResultHookResponse,
|
||||
) (*agent.ToolResultHookResponse, agent.HookDecision, error) {
|
||||
_ = ctx
|
||||
h.record("after_tool", result.Meta, result, agent.HookDecision{Action: agent.HookActionContinue})
|
||||
return result, agent.HookDecision{Action: agent.HookActionContinue}, nil
|
||||
}
|
||||
|
||||
func (h *ExampleLoggerHook) ApproveTool(
|
||||
ctx context.Context,
|
||||
req *agent.ToolApprovalRequest,
|
||||
) (agent.ApprovalDecision, error) {
|
||||
_ = ctx
|
||||
decision := agent.ApprovalDecision{Approved: true}
|
||||
h.record("approve_tool", req.Meta, req, decision)
|
||||
return decision, nil
|
||||
}
|
||||
|
||||
func (h *ExampleLoggerHook) record(stage string, meta agent.EventMeta, payload any, decision any) {
|
||||
logger.InfoCF("hooks", "Example hook observed", map[string]any{
|
||||
"stage": stage,
|
||||
})
|
||||
if h == nil || h.logFile == "" {
|
||||
return
|
||||
}
|
||||
|
||||
entry := map[string]any{
|
||||
"ts": time.Now().UTC(),
|
||||
"stage": stage,
|
||||
"meta": meta,
|
||||
"payload": payload,
|
||||
"decision": decision,
|
||||
}
|
||||
|
||||
body, err := json.Marshal(entry)
|
||||
if err != nil {
|
||||
logger.WarnCF("hooks", "Example hook log encode failed", map[string]any{
|
||||
"stage": stage,
|
||||
"error": err.Error(),
|
||||
})
|
||||
return
|
||||
}
|
||||
|
||||
h.mu.Lock()
|
||||
defer h.mu.Unlock()
|
||||
|
||||
if dir := filepath.Dir(h.logFile); dir != "" && dir != "." {
|
||||
if err := os.MkdirAll(dir, 0o755); err != nil {
|
||||
logger.WarnCF("hooks", "Example hook log mkdir failed", map[string]any{
|
||||
"stage": stage,
|
||||
"path": h.logFile,
|
||||
"error": err.Error(),
|
||||
})
|
||||
return
|
||||
}
|
||||
}
|
||||
|
||||
file, err := os.OpenFile(h.logFile, os.O_CREATE|os.O_WRONLY|os.O_APPEND, 0o644)
|
||||
if err != nil {
|
||||
logger.WarnCF("hooks", "Example hook log open failed", map[string]any{
|
||||
"stage": stage,
|
||||
"path": h.logFile,
|
||||
"error": err.Error(),
|
||||
})
|
||||
return
|
||||
}
|
||||
defer func() { _ = file.Close() }()
|
||||
|
||||
if _, err := file.Write(append(body, '\n')); err != nil {
|
||||
logger.WarnCF("hooks", "Example hook log write failed", map[string]any{
|
||||
"stage": stage,
|
||||
"path": h.logFile,
|
||||
"error": err.Error(),
|
||||
})
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
### 如何挂载
|
||||
|
||||
如果你只需要代码挂载，直接在 `AgentLoop` 初始化后调用：
|
||||
|
||||
```go
|
||||
hook := myhooks.NewExampleLoggerHook(myhooks.ExampleLoggerHookOptions{
|
||||
LogFile: "/tmp/picoclaw-hook-example-logger.log",
|
||||
LogEvents: true,
|
||||
})
|
||||
|
||||
if err := al.MountHook(agent.NamedHook("example-logger", hook)); err != nil {
|
||||
panic(err)
|
||||
}
|
||||
```
|
||||
|
||||
### 如果你还想用配置挂载
|
||||
|
||||
当前 hook 系统支持 builtin hook，但这要求你自己把 factory 编进二进制。也就是说，下面这段注册代码需要和上面的 hook 定义一起放进你的工程里：
|
||||
|
||||
```go
|
||||
package myhooks
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"fmt"
|
||||
|
||||
"github.com/sipeed/picoclaw/pkg/agent"
|
||||
"github.com/sipeed/picoclaw/pkg/config"
|
||||
)
|
||||
|
||||
func init() {
|
||||
if err := agent.RegisterBuiltinHook("example_logger", func(
|
||||
ctx context.Context,
|
||||
spec config.BuiltinHookConfig,
|
||||
) (any, error) {
|
||||
_ = ctx
|
||||
|
||||
var opts ExampleLoggerHookOptions
|
||||
if len(spec.Config) > 0 {
|
||||
if err := json.Unmarshal(spec.Config, &opts); err != nil {
|
||||
return nil, fmt.Errorf("decode example_logger config: %w", err)
|
||||
}
|
||||
}
|
||||
return NewExampleLoggerHook(opts), nil
|
||||
}); err != nil {
|
||||
panic(err)
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
只有在你自己注册了 builtin 之后，下面的配置才会生效：
|
||||
|
||||
```json
|
||||
{
|
||||
"hooks": {
|
||||
"enabled": true,
|
||||
"builtins": {
|
||||
"example_logger": {
|
||||
"enabled": true,
|
||||
"priority": 10,
|
||||
"config": {
|
||||
"log_file": "/tmp/picoclaw-hook-example-logger.log",
|
||||
"log_events": true
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
### 如何观察它是否生效
|
||||
|
||||
- 如果设置了 `log_file`，它会把每次 hook 调用按 JSON Lines 写入文件
|
||||
- 如果没有设置 `log_file`，它仍然会把摘要写到 gateway 日志
|
||||
- 普通只走 LLM 的请求，通常会看到 `before_llm` 和 `after_llm`
|
||||
- 触发工具调用的请求，通常还会看到 `before_tool`、`approve_tool`、`after_tool`
|
||||
- 如果 `log_events=true`，还会额外看到 `event`
|
||||
|
||||
典型日志：
|
||||
|
||||
```json
|
||||
{"ts":"2026-03-21T14:10:00Z","stage":"before_tool","meta":{"session_key":"session-1"},"payload":{"tool":"echo_text","arguments":{"text":"hello"}},"decision":{"action":"continue"}}
|
||||
{"ts":"2026-03-21T14:10:00Z","stage":"approve_tool","meta":{"session_key":"session-1"},"payload":{"tool":"echo_text","arguments":{"text":"hello"}},"decision":{"approved":true}}
|
||||
```
|
||||
|
||||
如果你只看到了 `before_llm` / `after_llm`，没有看到 tool 相关阶段，通常不是 hook 没挂上，而是这次请求本身没有触发工具调用。
|
||||
|
||||
## Python process hook 示例
|
||||
|
||||
下面这段脚本是一个最小的 `process hook` 示例。它只使用 Python 标准库，支持：
|
||||
|
||||
1. `hook.hello`
|
||||
2. `hook.event`
|
||||
3. `hook.before_tool`
|
||||
4. `hook.approve_tool`
|
||||
|
||||
它默认只记录，不改写，也不拒绝。
|
||||
|
||||
你可以把它保存到任意本地路径，例如 `/tmp/review_gate.py`：
|
||||
|
||||
```python
|
||||
#!/usr/bin/env python3
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
import signal
|
||||
import sys
|
||||
from datetime import datetime, timezone
|
||||
from typing import Any
|
||||
|
||||
LOG_EVENTS = os.getenv("PICOCLAW_HOOK_LOG_EVENTS", "1").lower() not in {"0", "false", "no"}
|
||||
LOG_FILE = os.getenv("PICOCLAW_HOOK_LOG_FILE", "").strip()
|
||||
|
||||
|
||||
def append_log(entry: dict[str, Any]) -> None:
|
||||
if not LOG_FILE:
|
||||
return
|
||||
|
||||
payload = {
|
||||
"ts": datetime.now(timezone.utc).isoformat(),
|
||||
**entry,
|
||||
}
|
||||
try:
|
||||
log_dir = os.path.dirname(LOG_FILE)
|
||||
if log_dir:
|
||||
os.makedirs(log_dir, exist_ok=True)
|
||||
with open(LOG_FILE, "a", encoding="utf-8") as handle:
|
||||
handle.write(json.dumps(payload, ensure_ascii=True) + "\n")
|
||||
except OSError as exc:
|
||||
log_stderr(f"failed to write hook log file {LOG_FILE}: {exc}")
|
||||
|
||||
|
||||
def send_response(message_id: int, result: Any | None = None, error: str | None = None) -> None:
|
||||
payload: dict[str, Any] = {
|
||||
"jsonrpc": "2.0",
|
||||
"id": message_id,
|
||||
}
|
||||
if error is not None:
|
||||
payload["error"] = {"code": -32000, "message": error}
|
||||
else:
|
||||
payload["result"] = result if result is not None else {}
|
||||
|
||||
append_log({
|
||||
"direction": "out",
|
||||
"id": message_id,
|
||||
"response": payload.get("result"),
|
||||
"error": payload.get("error"),
|
||||
})
|
||||
|
||||
try:
|
||||
sys.stdout.write(json.dumps(payload, ensure_ascii=True) + "\n")
|
||||
sys.stdout.flush()
|
||||
except BrokenPipeError:
|
||||
raise SystemExit(0) from None
|
||||
|
||||
|
||||
def log_stderr(message: str) -> None:
|
||||
try:
|
||||
sys.stderr.write(message + "\n")
|
||||
sys.stderr.flush()
|
||||
except BrokenPipeError:
|
||||
raise SystemExit(0) from None
|
||||
|
||||
|
||||
def handle_shutdown_signal(signum: int, _frame: Any) -> None:
|
||||
raise KeyboardInterrupt(f"received signal {signum}")
|
||||
|
||||
|
||||
def handle_before_tool(params: dict[str, Any]) -> dict[str, Any]:
|
||||
_ = params
|
||||
return {"action": "continue"}
|
||||
|
||||
|
||||
def handle_approve_tool(params: dict[str, Any]) -> dict[str, Any]:
|
||||
_ = params
|
||||
return {"approved": True}
|
||||
|
||||
|
||||
def handle_request(method: str, params: dict[str, Any]) -> dict[str, Any]:
|
||||
if method == "hook.hello":
|
||||
return {"ok": True, "name": "python-review-gate"}
|
||||
if method == "hook.before_tool":
|
||||
return handle_before_tool(params)
|
||||
if method == "hook.approve_tool":
|
||||
return handle_approve_tool(params)
|
||||
if method == "hook.before_llm":
|
||||
return {"action": "continue"}
|
||||
if method == "hook.after_llm":
|
||||
return {"action": "continue"}
|
||||
if method == "hook.after_tool":
|
||||
return {"action": "continue"}
|
||||
raise KeyError(f"method not found: {method}")
|
||||
|
||||
|
||||
def main() -> int:
|
||||
try:
|
||||
for raw_line in sys.stdin:
|
||||
line = raw_line.strip()
|
||||
if not line:
|
||||
continue
|
||||
|
||||
try:
|
||||
message = json.loads(line)
|
||||
except json.JSONDecodeError as exc:
|
||||
log_stderr(f"failed to decode request: {exc}")
|
||||
append_log({
|
||||
"direction": "in",
|
||||
"decode_error": str(exc),
|
||||
"raw": line,
|
||||
})
|
||||
continue
|
||||
|
||||
method = message.get("method")
|
||||
message_id = message.get("id", 0)
|
||||
params = message.get("params") or {}
|
||||
if not isinstance(params, dict):
|
||||
params = {}
|
||||
|
||||
append_log({
|
||||
"direction": "in",
|
||||
"id": message_id,
|
||||
"method": method,
|
||||
"params": params,
|
||||
"notification": not bool(message_id),
|
||||
})
|
||||
|
||||
if not message_id:
|
||||
if method == "hook.event" and LOG_EVENTS:
|
||||
log_stderr(f"observed event: {params.get('Kind')}")
|
||||
continue
|
||||
|
||||
try:
|
||||
result = handle_request(str(method or ""), params)
|
||||
except KeyError as exc:
|
||||
send_response(int(message_id), error=str(exc))
|
||||
continue
|
||||
except Exception as exc:
|
||||
send_response(int(message_id), error=f"unexpected error: {exc}")
|
||||
continue
|
||||
|
||||
send_response(int(message_id), result=result)
|
||||
except KeyboardInterrupt:
|
||||
return 0
|
||||
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
signal.signal(signal.SIGINT, handle_shutdown_signal)
|
||||
signal.signal(signal.SIGTERM, handle_shutdown_signal)
|
||||
raise SystemExit(main())
|
||||
```
|
||||
|
||||
### 如何配置
|
||||
|
||||
```json
|
||||
{
|
||||
"hooks": {
|
||||
"enabled": true,
|
||||
"processes": {
|
||||
"py_review_gate": {
|
||||
"enabled": true,
|
||||
"priority": 100,
|
||||
"transport": "stdio",
|
||||
"command": [
|
||||
"python3",
|
||||
"/abs/path/to/review_gate.py"
|
||||
],
|
||||
"observe": [
|
||||
"tool_exec_start",
|
||||
"tool_exec_end",
|
||||
"tool_exec_skipped"
|
||||
],
|
||||
"intercept": [
|
||||
"before_tool",
|
||||
"approve_tool"
|
||||
],
|
||||
"env": {
|
||||
"PICOCLAW_HOOK_LOG_FILE": "/tmp/picoclaw-hook-review-gate.log"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
### 环境变量
|
||||
|
||||
- `PICOCLAW_HOOK_LOG_EVENTS`
|
||||
是否把 `hook.event` 写到 `stderr`，默认开启
|
||||
- `PICOCLAW_HOOK_LOG_FILE`
|
||||
外部日志文件路径。设置后，脚本会把收到的 hook 请求、notification 和返回结果按 JSON Lines 追加到该文件
|
||||
|
||||
注意：`PICOCLAW_HOOK_LOG_FILE` 没有默认值。不设置时，脚本不会自动落盘日志。
|
||||
|
||||
### 如何确认它收到了 hook
|
||||
|
||||
推荐同时看两个地方：
|
||||
|
||||
- gateway 日志
|
||||
用来观察宿主是否成功启动了外部进程，以及脚本写到 `stderr` 的事件摘要
|
||||
- `PICOCLAW_HOOK_LOG_FILE`
|
||||
用来观察脚本实际收到了什么请求、返回了什么响应
|
||||
|
||||
典型判断方式：
|
||||
|
||||
- 只看到 `hook.hello`
|
||||
说明进程启动并完成握手了，但还没有新的业务 hook 请求真正打进来
|
||||
- 看到 `hook.event`
|
||||
说明 `observe` 配置生效了
|
||||
- 看到 `hook.before_tool`
|
||||
说明 `intercept: ["before_tool", ...]` 生效了
|
||||
- 看到 `hook.approve_tool`
|
||||
说明审批 hook 生效了
|
||||
|
||||
这份示例脚本不会改写任何参数，也不会拒绝工具，所以你应该看到的典型返回是：
|
||||
|
||||
```json
|
||||
{"direction":"out","id":7,"response":{"action":"continue"},"error":null}
|
||||
{"direction":"out","id":8,"response":{"approved":true},"error":null}
|
||||
```
|
||||
|
||||
一组完整样例：
|
||||
|
||||
```json
|
||||
{"ts":"2026-03-21T14:12:00+00:00","direction":"in","id":1,"method":"hook.hello","params":{"name":"py_review_gate","version":1,"modes":["observe","tool","approve"]},"notification":false}
|
||||
{"ts":"2026-03-21T14:12:00+00:00","direction":"out","id":1,"response":{"ok":true,"name":"python-review-gate"},"error":null}
|
||||
{"ts":"2026-03-21T14:12:05+00:00","direction":"in","id":0,"method":"hook.event","params":{"Kind":"tool_exec_start"},"notification":true}
|
||||
{"ts":"2026-03-21T14:12:05+00:00","direction":"in","id":7,"method":"hook.before_tool","params":{"tool":"echo_text","arguments":{"text":"hello"}},"notification":false}
|
||||
{"ts":"2026-03-21T14:12:05+00:00","direction":"out","id":7,"response":{"action":"continue"},"error":null}
|
||||
```
|
||||
|
||||
补充说明：
|
||||
|
||||
- 时间戳是 UTC，不是本地时区
|
||||
- `notification=true` 表示这是 `hook.event` 这类不需要响应的通知
|
||||
- `id` 会随着当前进程内的请求递增；如果 hook 进程重启，计数会重新开始
|
||||
|
||||
## Process Hook 协议约定
|
||||
|
||||
当前 process hook 使用 `JSON-RPC over stdio`：
|
||||
|
||||
- PicoClaw 启动外部进程
|
||||
- 请求和响应都按“一行一个 JSON 消息”传输
|
||||
- `hook.event` 是 notification，不需要响应
|
||||
- `hook.before_llm` / `hook.after_llm` / `hook.before_tool` / `hook.after_tool` / `hook.approve_tool` 是 request/response
|
||||
|
||||
当前宿主不会接受 process hook 主动发起的新 RPC。也就是说，外部 hook 现在只能“响应 PicoClaw 的调用”，不能反向调用宿主去发送 channel 消息。
|
||||
|
||||
## 配置字段
|
||||
|
||||
### `hooks.builtins.<name>`
|
||||
|
||||
- `enabled`
|
||||
- `priority`
|
||||
- `config`
|
||||
|
||||
### `hooks.processes.<name>`
|
||||
|
||||
- `enabled`
|
||||
- `priority`
|
||||
- `transport`
|
||||
当前只支持 `stdio`
|
||||
- `command`
|
||||
- `dir`
|
||||
- `env`
|
||||
- `observe`
|
||||
- `intercept`
|
||||
|
||||
## 排查建议
|
||||
|
||||
当你觉得“hook 没触发”时，优先按这个顺序排查：
|
||||
|
||||
1. `hooks.enabled` 是否为 `true`
|
||||
2. 对应的 builtin/process hook 是否 `enabled`
|
||||
3. process hook 的 `command` 路径是否正确
|
||||
4. 你看的是否是正确的日志文件
|
||||
5. 当前请求是否真的走到了对应阶段
|
||||
6. `observe` / `intercept` 是否包含了你想看的点位
|
||||
|
||||
一个很实用的最小排查组合是：
|
||||
|
||||
- 先用文档里的 Python process 示例确认外部协议没问题
|
||||
- 再用文档里的 Go in-process 示例确认宿主内的 hook 链路没问题
|
||||
|
||||
如果前者有 `hook.hello` 但没有业务请求，通常不是协议挂了，而是当前这次请求没有真正触发对应的 hook 点位。
|
||||
|
||||
## 适用边界
|
||||
|
||||
当前 hook 系统最适合做这些事：
|
||||
|
||||
- LLM 请求改写
|
||||
- 工具参数规范化
|
||||
- 工具执行前审批
|
||||
- 审计和观测
|
||||
|
||||
当前还不适合直接承载这些需求：
|
||||
|
||||
- 外部 hook 主动发 channel 消息
|
||||
- 挂起 turn 并等待人工审批回复
|
||||
- inbound/outbound 全链路消息拦截
|
||||
|
||||
如果你要做人审流转，推荐把 hook 作为审批入口，把审批状态机和 channel 交互放到独立的 `ApprovalManager`。
|
||||
Reference in New Issue
Block a user