// Copyright (c) 2026 Probo Inc . // // Permission to use, copy, modify, and/or distribute this software for any // purpose with or without fee is hereby granted, provided that the above // copyright notice and this permission notice appear in all copies. // // THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH // REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY // AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, // INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM // LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR // OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR // PERFORMANCE OF THIS 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 } }