feat(tool): debug tool usage via channels (#1332)

* feat(tool): debug usage via channel

* set defaults

* fix conflicts
This commit is contained in:
Mauro
2026-03-19 11:08:50 +01:00
committed by GitHub
parent a4b5a9eec1
commit 7673b626b3
5 changed files with 129 additions and 17 deletions
+5 -1
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@@ -8,7 +8,11 @@
"temperature": 0.7,
"max_tool_iterations": 20,
"summarize_message_threshold": 20,
"summarize_token_percent": 75
"summarize_token_percent": 75,
"tool_feedback": {
"enabled": false,
"max_args_length": 300
}
}
},
"model_list": [
+66
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@@ -31,3 +31,69 @@ When this flag is active, the global truncation function is disabled. This is ex
* Verifying the exact syntax of the messages sent to the provider.
* Reading the complete output of tools like `exec`, `web_fetch`, or `read_file`.
* Debugging the session history saved in memory.
## Tool Call Visibility in Debug Logs
When debug mode is active, the agent emits structured log entries at each stage of the tool execution lifecycle. These entries carry a `component=agent` label and use `INFO` or `DEBUG` level depending on the amount of detail:
| Log message | Level | Key fields | Description |
|---|---|---|---|
| `LLM requested tool calls` | INFO | `tools`, `count`, `iteration` | List of tool names the model decided to call |
| `Tool call: <name>(<args>)` | INFO | `tool`, `iteration` | The tool name and a preview of its arguments (truncated to 200 chars) |
| `Sent tool result to user` | DEBUG | `tool`, `content_len` | Fired when a tool result is forwarded to the chat channel |
| `TTL tick after tool execution` | DEBUG | `agent_id`, `iteration` | MCP tool-discovery TTL decrement after each tool round |
| `Async tool completed, publishing result` | INFO | `tool`, `content_len`, `channel` | Only for tools that run asynchronously in the background |
### Reading a tool call log entry
A typical synchronous tool call produces two consecutive lines in the console:
```
[...] [INFO] agent: LLM requested tool calls {tools=[web_search], count=1, iteration=1}
[...] [INFO] agent: Tool call: web_search({"query":"picoclaw release notes"}) {tool=web_search, iteration=1}
```
The arguments preview is hard-capped at **200 characters** in the logs regardless of the `--no-truncate` flag, because it belongs to the `INFO`-level path. Use `--no-truncate` together with `--debug` to see the full `tools_json` field emitted by the `Full LLM request` DEBUG entry, which contains every tool definition sent to the model.
## Real-Time Tool Feedback in Chat (tool_feedback)
Debug logs are server-side only. If you want the agent to send a visible notification directly into the chat channel every time it executes a tool—useful when sharing the bot with other users or for transparency—enable the `tool_feedback` feature in `config.json`:
```json
{
"agents": {
"defaults": {
"tool_feedback": {
"enabled": true,
"max_args_length": 300
}
}
}
}
```
When `enabled` is `true`, every tool call sends a short message to the chat before the tool result is returned to the model. The message looks like:
```bash
🔧 `web_search`
{"query": "picoclaw release notes"}
```
### Options
| Field | Type | Default | Description |
|---|---|---|---|
| `enabled` | bool | `false` | Send a chat notification for each tool call |
| `max_args_length` | int | `300` | Maximum characters of the serialised arguments included in the notification |
### Environment variables
Both fields can also be set via environment variables:
```bash
PICOCLAW_AGENTS_DEFAULTS_TOOL_FEEDBACK_ENABLED=true
PICOCLAW_AGENTS_DEFAULTS_TOOL_FEEDBACK_MAX_ARGS_LENGTH=300
```
> **Note:** `tool_feedback` is independent of `--debug` mode. It works in production and does not require the gateway to be started with any special flag.
+16
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@@ -1322,6 +1322,22 @@ func (al *AgentLoop) runLLMIteration(
"iteration": iteration,
})
// Send tool feedback to chat channel if enabled
if al.cfg.Agents.Defaults.IsToolFeedbackEnabled() && opts.Channel != "" {
feedbackPreview := utils.Truncate(
string(argsJSON),
al.cfg.Agents.Defaults.GetToolFeedbackMaxArgsLength(),
)
feedbackMsg := fmt.Sprintf("\U0001f527 `%s`\n```\n%s\n```", tc.Name, feedbackPreview)
fbCtx, fbCancel := context.WithTimeout(ctx, 3*time.Second)
_ = al.bus.PublishOutbound(fbCtx, bus.OutboundMessage{
Channel: opts.Channel,
ChatID: opts.ChatID,
Content: feedbackMsg,
})
fbCancel()
}
// Create async callback for tools that implement AsyncExecutor.
// When the background work completes, this publishes the result
// as an inbound system message so processSystemMessage routes it
+38 -16
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@@ -219,23 +219,32 @@ type RoutingConfig struct {
Threshold float64 `json:"threshold"` // complexity score in [0,1]; score >= threshold → primary model
}
// ToolFeedbackConfig controls whether tool execution details are sent to the
// chat channel as real-time feedback messages. When enabled, every tool call
// produces a short notification with the tool name and its parameters.
type ToolFeedbackConfig struct {
Enabled bool `json:"enabled" env:"PICOCLAW_AGENTS_DEFAULTS_TOOL_FEEDBACK_ENABLED"`
MaxArgsLength int `json:"max_args_length" env:"PICOCLAW_AGENTS_DEFAULTS_TOOL_FEEDBACK_MAX_ARGS_LENGTH"`
}
type AgentDefaults struct {
Workspace string `json:"workspace" env:"PICOCLAW_AGENTS_DEFAULTS_WORKSPACE"`
RestrictToWorkspace bool `json:"restrict_to_workspace" env:"PICOCLAW_AGENTS_DEFAULTS_RESTRICT_TO_WORKSPACE"`
AllowReadOutsideWorkspace bool `json:"allow_read_outside_workspace" env:"PICOCLAW_AGENTS_DEFAULTS_ALLOW_READ_OUTSIDE_WORKSPACE"`
Provider string `json:"provider" env:"PICOCLAW_AGENTS_DEFAULTS_PROVIDER"`
ModelName string `json:"model_name" env:"PICOCLAW_AGENTS_DEFAULTS_MODEL_NAME"`
Model string `json:"model,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_MODEL"` // Deprecated: use model_name instead
ModelFallbacks []string `json:"model_fallbacks,omitempty"`
ImageModel string `json:"image_model,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_IMAGE_MODEL"`
ImageModelFallbacks []string `json:"image_model_fallbacks,omitempty"`
MaxTokens int `json:"max_tokens" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_TOKENS"`
Temperature *float64 `json:"temperature,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_TEMPERATURE"`
MaxToolIterations int `json:"max_tool_iterations" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_TOOL_ITERATIONS"`
SummarizeMessageThreshold int `json:"summarize_message_threshold" env:"PICOCLAW_AGENTS_DEFAULTS_SUMMARIZE_MESSAGE_THRESHOLD"`
SummarizeTokenPercent int `json:"summarize_token_percent" env:"PICOCLAW_AGENTS_DEFAULTS_SUMMARIZE_TOKEN_PERCENT"`
MaxMediaSize int `json:"max_media_size,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_MEDIA_SIZE"`
Routing *RoutingConfig `json:"routing,omitempty"`
Workspace string `json:"workspace" env:"PICOCLAW_AGENTS_DEFAULTS_WORKSPACE"`
RestrictToWorkspace bool `json:"restrict_to_workspace" env:"PICOCLAW_AGENTS_DEFAULTS_RESTRICT_TO_WORKSPACE"`
AllowReadOutsideWorkspace bool `json:"allow_read_outside_workspace" env:"PICOCLAW_AGENTS_DEFAULTS_ALLOW_READ_OUTSIDE_WORKSPACE"`
Provider string `json:"provider" env:"PICOCLAW_AGENTS_DEFAULTS_PROVIDER"`
ModelName string `json:"model_name" env:"PICOCLAW_AGENTS_DEFAULTS_MODEL_NAME"`
Model string `json:"model,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_MODEL"` // Deprecated: use model_name instead
ModelFallbacks []string `json:"model_fallbacks,omitempty"`
ImageModel string `json:"image_model,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_IMAGE_MODEL"`
ImageModelFallbacks []string `json:"image_model_fallbacks,omitempty"`
MaxTokens int `json:"max_tokens" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_TOKENS"`
Temperature *float64 `json:"temperature,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_TEMPERATURE"`
MaxToolIterations int `json:"max_tool_iterations" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_TOOL_ITERATIONS"`
SummarizeMessageThreshold int `json:"summarize_message_threshold" env:"PICOCLAW_AGENTS_DEFAULTS_SUMMARIZE_MESSAGE_THRESHOLD"`
SummarizeTokenPercent int `json:"summarize_token_percent" env:"PICOCLAW_AGENTS_DEFAULTS_SUMMARIZE_TOKEN_PERCENT"`
MaxMediaSize int `json:"max_media_size,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_MEDIA_SIZE"`
Routing *RoutingConfig `json:"routing,omitempty"`
ToolFeedback ToolFeedbackConfig `json:"tool_feedback,omitempty"`
}
const DefaultMaxMediaSize = 20 * 1024 * 1024 // 20 MB
@@ -247,6 +256,19 @@ func (d *AgentDefaults) GetMaxMediaSize() int {
return DefaultMaxMediaSize
}
// GetToolFeedbackMaxArgsLength returns the max args preview length for tool feedback messages.
func (d *AgentDefaults) GetToolFeedbackMaxArgsLength() int {
if d.ToolFeedback.MaxArgsLength > 0 {
return d.ToolFeedback.MaxArgsLength
}
return 300
}
// IsToolFeedbackEnabled returns true when tool feedback messages should be sent to the chat.
func (d *AgentDefaults) IsToolFeedbackEnabled() bool {
return d.ToolFeedback.Enabled
}
// GetModelName returns the effective model name for the agent defaults.
// It prefers the new "model_name" field but falls back to "model" for backward compatibility.
func (d *AgentDefaults) GetModelName() string {
+4
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@@ -35,6 +35,10 @@ func DefaultConfig() *Config {
MaxToolIterations: 50,
SummarizeMessageThreshold: 20,
SummarizeTokenPercent: 75,
ToolFeedback: ToolFeedbackConfig{
Enabled: true,
MaxArgsLength: 300,
},
},
},
Bindings: []AgentBinding{},