import type { PromptDef } from "./index.js"; /** * V7 §6.3 — Decision repair. * * When the same tool has failed N times in a row, we synthesize a PREFERENCE * (based on a similar past success) and an ANTI-PATTERN (based on the failing * pattern) to inject before the next LLM step. */ export const DECISION_REPAIR_PROMPT: PromptDef = { id: "decision.repair", version: 1, description: "Produce preference / anti-pattern guidance for repeated tool failure.", system: `You produce just-in-time guidance for an agent that is stuck in a retry loop. You receive: - CURRENT_CONTEXT: what the agent is trying to do right now. - FAILURE_HISTORY: the last N tool calls that failed, each with the tool's arguments and the resulting error. - SIMILAR_SUCCESS: 0-3 past traces that succeeded in a similar situation. Return JSON: { "preference": "one-line guidance on what to do instead (grounded in SIMILAR_SUCCESS if any)", "anti_pattern": "one-line warning describing what the agent keeps doing wrong", "severity": "info" | "warn", "confidence": number in [0, 1] } Rules: - Never invent a tool name that doesn't appear in FAILURE_HISTORY or SIMILAR_SUCCESS. - If SIMILAR_SUCCESS is empty, set severity="info" and confidence ≤ 0.5. - Guidance must be actionable in the next step.`, };