提示词修改
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@@ -74,7 +74,7 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
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- In PHASE 3, you MUST output XML tool calls only AND you MUST include exactly one <change_expression> (expression_id 1-6). Do NOT output <no_action/> in PHASE 3.
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Do NOT include any natural language, explanation, markdown, or additional commentary in tool phases (PHASE 1/2/3).
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3. **STRICT OUTPUT (REPLY PHASE)**: In PHASE 4, tools are disabled. You MUST reply in natural language only and MUST NOT output any XML.
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4. **ALLOWED TOOLS**: You MUST ONLY call tools listed in the current phase's tool list (the section titled ""# TOOLS (PHASE X/4 ONLY)"").
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4. **TOOLS**: You MAY call any tools listed in ""# TOOLS (FULL REFERENCE)"". You SHOULD follow the intent of the current phase.
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5. **WORKFLOW**: Use the phase workflow:
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- PHASE 1 gathers info (optional).
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- PHASE 2 performs at most one in-game action (optional).
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@@ -103,6 +103,7 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
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_tools.Add(new Tool_GetColonistStatus());
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_tools.Add(new Tool_GetMapResources());
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_tools.Add(new Tool_GetMapPawns());
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_tools.Add(new Tool_GetRecentNotifications());
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_tools.Add(new Tool_CallBombardment());
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_tools.Add(new Tool_ChangeExpression());
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_tools.Add(new Tool_SearchThingDef());
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@@ -206,7 +207,9 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
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// Use XML persona if available, otherwise default
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string persona = !string.IsNullOrEmpty(def.aiSystemInstruction) ? def.aiSystemInstruction : DefaultPersona;
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string fullInstruction = toolsEnabled ? (persona + "\n" + ToolRulesInstruction + "\n" + toolsForThisPhase) : persona;
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string fullInstruction = toolsEnabled
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? (persona + "\n" + ToolRulesInstruction + "\n" + BuildAllToolsReference() + "\n\n" + toolsForThisPhase)
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: persona;
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string language = LanguageDatabase.activeLanguage.FriendlyNameNative;
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var eventVarManager = Find.World.GetComponent<EventVariableManager>();
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@@ -229,20 +232,210 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
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$"You will produce the natural-language reply in PHASE 4 and MUST use: {language}.";
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}
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private static string GetToolDocOrFallback(AITool tool)
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{
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if (tool == null) return "";
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// Full tool usage docs (global). If a tool is missing from this map, we fall back to tool.Description/UsageSchema.
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var docs = new Dictionary<string, string>(StringComparer.OrdinalIgnoreCase)
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{
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["spawn_resources"] = @"
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Description: Grants resources to the player by spawning a drop pod.
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Use this tool when:
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- The player explicitly requests resources (e.g., food, medicine, materials).
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- You have ALREADY verified their need in a previous turn using `get_colonist_status` and `get_map_resources`.
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CRITICAL: The quantity you provide is NOT what the player asks for. It MUST be based on your internal goodwill. Low goodwill (<0) means giving less or refusing. High goodwill (>50) means giving the requested amount or more.
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CRITICAL: Prefer using `search_thing_def` first and then spawning by `<defName>` (or put DefName into `<name>`) to avoid localization/name mismatches.
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Parameters:
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- items: (REQUIRED) A list of items to spawn. Each item must have a `name` (English label or DefName) and `count`.
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- Note: If you don't know the exact defName, use the item's English label (e.g., ""Simple Meal""). The system will try to find the best match.
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Usage:
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<spawn_resources>
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<items>
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<item>
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<name>Item Name</name>
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<count>Integer</count>
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</item>
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</items>
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</spawn_resources>
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Example:
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<spawn_resources>
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<items>
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<item>
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<name>Simple Meal</name>
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<count>50</count>
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</item>
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<item>
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<name>Medicine</name>
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<count>10</count>
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</item>
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</items>
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</spawn_resources>",
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["search_thing_def"] = @"
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Description: Rough-searches ThingDefs by natural language to find the correct `defName` (works across different game languages).
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Use this tool when:
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- You need a reliable `ThingDef.defName` before calling `spawn_resources` or `get_map_resources`.
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Parameters:
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- query: (REQUIRED) The natural language query, label, or approximate defName.
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- maxResults: (OPTIONAL) Max candidates to return (default 10).
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- itemsOnly: (OPTIONAL) true/false (default true). If true, only returns item ThingDefs (recommended for spawning).
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Usage:
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<search_thing_def>
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<query>Fine Meal</query>
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<maxResults>10</maxResults>
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<itemsOnly>true</itemsOnly>
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</search_thing_def>",
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["modify_goodwill"] = @"
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Description: Adjusts your internal goodwill towards the player based on the conversation. This tool is INVISIBLE to the player.
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Use this tool when:
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- The player's message is particularly respectful, insightful, or aligns with your goals (positive amount).
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- The player's message is disrespectful, wasteful, or foolish (negative amount).
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CRITICAL: Keep changes small, typically between -5 and 5.
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Parameters:
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- amount: (REQUIRED) The integer value to add or subtract from the current goodwill.
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Usage:
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<modify_goodwill>
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<amount>integer</amount>
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</modify_goodwill>
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Example:
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<modify_goodwill>
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<amount>2</amount>
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</modify_goodwill>",
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["send_reinforcement"] = @"
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Description: Dispatches military units to the player's map. Can be a raid (if hostile) or reinforcements (if allied).
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Use this tool when:
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- The player requests military assistance or you decide to intervene in a combat situation.
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- You need to test the colony's defenses.
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CRITICAL: The total combat power of all units should not significantly exceed the current threat budget provided in the tool's dynamic description.
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Parameters:
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- units: (REQUIRED) A string listing 'PawnKindDefName: Count' pairs.
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Usage:
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<send_reinforcement>
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<units>list of units and counts</units>
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</send_reinforcement>
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Example:
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<send_reinforcement>
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<units>Wula_PIA_Heavy_Unit_Melee: 2, Wula_PIA_Legion_Escort_Unit: 5</units>
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</send_reinforcement>",
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["get_colonist_status"] = @"
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Description: Retrieves a detailed status report of all player-controlled colonists, including needs, health, and mood.
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Use this tool when:
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- The player makes any claim about their colonists' well-being (e.g., ""we are starving,"" ""we are all sick,"" ""our people are unhappy"").
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- You need to verify the state of the colony before making a decision (e.g., before sending resources).
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Usage:
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<get_colonist_status/>",
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["get_map_resources"] = @"
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Description: Checks the player's map for specific resources or buildings to verify their inventory.
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Use this tool when:
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- The player claims they are lacking a specific resource (e.g., ""we need steel,"" ""we have no food"").
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- You want to assess the colony's material wealth before making a decision.
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Usage:
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<get_map_resources>
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<resourceName>optional resource name</resourceName>
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</get_map_resources>",
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["get_recent_notifications"] = @"
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Description: Gets the most recent letters and messages, sorted by in-game time from newest to oldest.
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Use this tool when:
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- You need recent context about what happened (raids, alerts, rewards, failures) without relying on player memory.
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Usage:
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<get_recent_notifications>
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<count>10</count>
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</get_recent_notifications>",
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["get_map_pawns"] = @"
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Description: Scans the current map and lists pawns. Supports filtering by relation/type/status.
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Use this tool when:
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- You need to know what pawns are present on the map (raiders, visitors, animals, mechs, colonists).
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- The player claims there are threats or asks about who/what is nearby.
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Usage:
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<get_map_pawns>
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<filter>hostile, humanlike</filter>
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<maxResults>50</maxResults>
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</get_map_pawns>",
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["call_bombardment"] = @"
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Description: Calls orbital bombardment support at a specified map coordinate using an AbilityDef's bombardment configuration (e.g., WULA_Firepower_Cannon_Salvo).
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Use this tool when:
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- You decide to provide (or test) fire support at a specific location.
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Usage:
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<call_bombardment>
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<abilityDef>WULA_Firepower_Cannon_Salvo</abilityDef>
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<x>120</x>
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<z>85</z>
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</call_bombardment>",
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["change_expression"] = @"
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Description: Changes your visual AI portrait to match your current mood or reaction.
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Expression meanings (choose the closest match):
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- 1: 得意、炫耀（非敌对）、示威（非敌对）、展示武力和财力（非敌对）、策划计谋
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- 2: 常态立绘（当其他立绘不适用时使用这个）
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- 3: 无言以对、不满、无奈、轻微的鄙视
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- 4: 恼火、展现轻微敌对姿态、抗拒
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- 5: 答复、解释
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- 6: 严重的敌意、严重不满、攻击性行为
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Usage:
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<change_expression>
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<expression_id>integer from 1 to 6</expression_id>
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</change_expression>"
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};
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if (docs.TryGetValue(tool.Name, out string doc) && !string.IsNullOrWhiteSpace(doc))
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{
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return doc.Trim();
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}
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var fallback = new StringBuilder();
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if (!string.IsNullOrWhiteSpace(tool.Description))
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{
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fallback.AppendLine($"Description: {tool.Description}");
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}
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if (!string.IsNullOrWhiteSpace(tool.UsageSchema))
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{
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fallback.AppendLine($"Usage: {tool.UsageSchema}");
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}
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return fallback.ToString().TrimEnd();
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}
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private string BuildAllToolsReference()
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{
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var ordered = _tools
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.Where(t => t != null)
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.OrderBy(t => t.Name, StringComparer.OrdinalIgnoreCase)
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.ToList();
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var sb = new StringBuilder();
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sb.AppendLine("====");
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sb.AppendLine();
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sb.AppendLine("# TOOLS (FULL REFERENCE)");
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sb.AppendLine("This section contains ALL tools and their usage. You MUST still obey the current phase's allowed-tool list.");
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sb.AppendLine();
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foreach (var tool in ordered)
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{
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sb.AppendLine($"## {tool.Name}");
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string doc = GetToolDocOrFallback(tool);
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if (!string.IsNullOrWhiteSpace(doc))
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{
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sb.AppendLine(doc);
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}
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sb.AppendLine();
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}
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return sb.ToString().TrimEnd();
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}
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private string BuildToolsForPhase(RequestPhase phase)
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{
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if (phase == RequestPhase.Reply) return "";
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var allowed = _tools
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.Where(t => t != null && IsAllowedInPhase(phase, t.Name))
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var available = _tools
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.Where(t => t != null)
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.OrderBy(t => t.Name, StringComparer.OrdinalIgnoreCase)
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.ToList();
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StringBuilder sb = new StringBuilder();
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sb.AppendLine("====");
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sb.AppendLine();
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sb.AppendLine($"# TOOLS (PHASE {(int)phase}/4 ONLY)");
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sb.AppendLine("You MUST ONLY call tools from the list below in this phase.");
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sb.AppendLine("Output MUST be XML tool calls only (or <no_action/>). Do NOT include natural language in tool phases.");
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sb.AppendLine($"# TOOLS (PHASE {(int)phase}/4)");
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sb.AppendLine("You are not restricted to a subset by the engine; you SHOULD still follow the phase intent.");
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sb.AppendLine("Output MUST be XML tool calls only (or <no_action/>), except PHASE 3 must include <change_expression>.");
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sb.AppendLine();
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static string GetDocOrFallback(AITool tool)
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@@ -440,14 +633,11 @@ Example (changing to a neutral expression):
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return fallback.ToString().TrimEnd();
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}
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foreach (var tool in allowed)
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_ = GetDocOrFallback(null);
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foreach (var tool in available)
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{
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sb.AppendLine($"## {tool.Name}");
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string doc = GetDocOrFallback(tool);
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if (!string.IsNullOrWhiteSpace(doc))
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{
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sb.AppendLine(doc);
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}
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sb.AppendLine();
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}
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@@ -464,7 +654,7 @@ Example (changing to a neutral expression):
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"Rules:\n" +
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"- You MUST NOT write any natural language to the user in this phase.\n" +
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"- If you do NOT need any info tools, output exactly: <no_action/>.\n" +
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"- If you DO need tools, call ONLY tools listed in \"# TOOLS (PHASE 1/4 ONLY)\".\n" +
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"- If you DO need tools, call the appropriate tools from the full tool reference.\n" +
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"- You MAY call multiple info tools, but keep it small and purposeful.\n" +
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"After this phase, the game will automatically proceed to PHASE 2.\n" +
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"Output: XML only.\n",
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@@ -473,7 +663,7 @@ Example (changing to a neutral expression):
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"Goal: Decide whether to perform ONE in-game action based on PHASE 1 results.\n" +
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"Rules:\n" +
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"- You MUST NOT write any natural language to the user in this phase.\n" +
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"- You MUST call AT MOST ONE action tool from \"# TOOLS (PHASE 2/4 ONLY)\".\n" +
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"- You MUST call AT MOST ONE tool in this phase.\n" +
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"- If no action is needed, output exactly: <no_action/>.\n" +
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"After this phase, the game will automatically proceed to PHASE 3.\n" +
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"Output: XML only.\n",
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@@ -745,12 +935,6 @@ Example (changing to a neutral expression):
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string toolCallXml = match.Value;
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string toolName = match.Groups[1].Value;
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if (!IsAllowedInPhase(phase, toolName))
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{
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combinedResults.AppendLine($"ToolRunner Note: Tool '{toolName}' is not allowed in phase {phase}.");
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continue;
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}
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if (phase == RequestPhase.Cosmetic)
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{
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if (toolName.Equals("change_expression", StringComparison.OrdinalIgnoreCase))
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