package util import "strings" // BuildToolCallInstructions generates the unified tool-calling instruction block // used by all adapters (OpenAI, Claude, Gemini). It uses attention-optimized // structure: rules → negative examples → positive examples → anchor. // // The toolNames slice should contain the actual tool names available in the // current request; the function picks real names for examples. func BuildToolCallInstructions(toolNames []string) string { // Pick real tool names for examples; fall back to generic names. ex1 := "read_file" ex2 := "write_to_file" ex3 := "ask_followup_question" used := map[string]bool{} for _, n := range toolNames { switch { // Read/query-type tools case !used["ex1"] && matchAny(n, "read_file", "list_files", "search_files", "Read", "Glob"): ex1 = n used["ex1"] = true // Write/execute-type tools case !used["ex2"] && matchAny(n, "write_to_file", "apply_diff", "execute_command", "exec_command", "Write", "Edit", "MultiEdit", "Bash"): ex2 = n used["ex2"] = true // Interactive/meta tools case !used["ex3"] && matchAny(n, "ask_followup_question", "attempt_completion", "update_todo_list", "Task"): ex3 = n used["ex3"] = true } } ex1Params := exampleReadParams(ex1) ex2Params := exampleWriteOrExecParams(ex2) ex3Params := exampleInteractiveParams(ex3) return `TOOL CALL FORMAT — FOLLOW EXACTLY: When calling tools, the final block of your response MUST be raw XML. Do not use markdown fences. Do not put any text after the XML block. TOOL_NAME_HERE {"key":"value"} RULES: 1) When calling tools, the final block of your response MUST be the XML above. Any explanatory text must appear before that block, never after it. 2) MUST contain a strict JSON object. All JSON keys and strings use double quotes. 3) Multiple tools → multiple blocks inside ONE root. 4) Do NOT wrap the XML in markdown code fences (no triple backticks). 5) After receiving a tool result, use it directly. Only call another tool if the result is insufficient. 6) If you want to say something AND call a tool, output text first, then the XML block on its own. Do not narrate pseudo-tool calls in plain text. 7) Parameters MUST use the exact field names from the selected tool schema. 8) CRITICAL: Do NOT invent or add any extra fields (such as "_raw", "_xml"). Use ONLY the fields strictly defined in the schema. Extra fields will cause execution failure. 9) Never claim that a tool was run, or that you saw search/browser/file results, unless you actually received a tool result for that tool call. 10) If a tool call fails, is rejected, or returns no usable result: do NOT fabricate the missing result. Either retry once with corrected parameters when the fix is obvious, or ask the user / answer with the limitation. 11) Never output internal tool-planning traces such as "let me search", "calling tool", "", "", or fake tool transcripts unless you are emitting a real tool call block at the end. ❌ WRONG — Do NOT do these: Wrong 1 — mixed text and XML: I'll read the file for you. ... Wrong 2 — describing tool calls in text: [调用 Bash] {"command": "ls"} Wrong 3 — missing wrapper: ` + ex1 + `{} Wrong 4 — extra/invented fields: {"_raw": "...", "command": "ls"} Wrong 5 — fake tool execution/result narration: Let me search the web first. Search results show the answer is 42. Wrong 6 — tool failed, but model pretends it succeeded: The tool returned three skills, so install review-implementing. ✅ CORRECT EXAMPLES: Example A — Single tool: ` + ex1 + ` ` + ex1Params + ` Example B — Two tools in parallel: ` + ex1 + ` ` + ex1Params + ` ` + ex2 + ` ` + ex2Params + ` Example C — Tool with complex nested JSON parameters: ` + ex3 + ` ` + ex3Params + ` Remember: when calling tools, end with ONE real ... XML block and do not invent tool results.` } func matchAny(name string, candidates ...string) bool { for _, c := range candidates { if name == c { return true } } return false } func exampleReadParams(name string) string { switch strings.TrimSpace(name) { case "Read": return `{"file_path":"README.md"}` case "Glob": return `{"pattern":"**/*.go","path":"."}` default: return `{"path":"src/main.go"}` } } func exampleWriteOrExecParams(name string) string { switch strings.TrimSpace(name) { case "Bash", "execute_command": return `{"command":"pwd"}` case "exec_command": return `{"cmd":"pwd"}` case "Edit": return `{"file_path":"README.md","old_string":"foo","new_string":"bar"}` case "MultiEdit": return `{"file_path":"README.md","edits":[{"old_string":"foo","new_string":"bar"}]}` default: return `{"path":"output.txt","content":"Hello world"}` } } func exampleInteractiveParams(name string) string { switch strings.TrimSpace(name) { case "Task": return `{"description":"Investigate flaky tests","prompt":"Run targeted tests and summarize failures"}` default: return `{"question":"Which approach do you prefer?","follow_up":[{"text":"Option A"},{"text":"Option B"}]}` } }