// Copyright (c) 2026 Probo Inc . // // Permission is hereby granted, free of charge, to any person obtaining a copy // of this software and associated documentation files (the "Software"), to deal // in the Software without restriction, including without limitation the rights // to use, copy, modify, merge, publish, distribute, sublicense, and/or sell // copies of the Software, and to permit persons to whom the Software is // furnished to do so, subject to the following conditions: // // The above copyright notice and this permission notice shall be included in // all copies or substantial portions of the Software. // // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR // IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, // FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE // AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER // LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE // SOFTWARE. package agent import "context" // ToolUseBehavior decides whether tool-call results constitute a final // output. When isFinal is true the run stops and finalOutput is returned // to the caller without sending results back to the LLM. type ToolUseBehavior func(ctx context.Context, results []ToolCallResult) (finalOutput string, isFinal bool, err error) type ToolCallResult struct { ToolName string Arguments string Result ToolResult } // RunLLMAgain is the default behavior: tools run, then the LLM receives the // results and gets to respond. func RunLLMAgain() ToolUseBehavior { return func(_ context.Context, _ []ToolCallResult) (string, bool, error) { return "", false, nil } } // StopOnFirstTool treats the output from the first tool call as the final // result, without sending it back to the LLM. func StopOnFirstTool() ToolUseBehavior { return func(_ context.Context, results []ToolCallResult) (string, bool, error) { if len(results) == 0 { return "", false, nil } return results[0].Result.Content, true, nil } } // StopAtTools stops the agent when any of the listed tool names is called. // The matching tool's output becomes the final output. func StopAtTools(names ...string) ToolUseBehavior { stopSet := make(map[string]struct{}, len(names)) for _, n := range names { stopSet[n] = struct{}{} } return func(_ context.Context, results []ToolCallResult) (string, bool, error) { for _, r := range results { if _, ok := stopSet[r.ToolName]; ok { return r.Result.Content, true, nil } } return "", false, nil } }