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public static final String COMPRESSION_MESSAGE_LIST_END =
"Above is the message list that needs to be compressed.";
public static final String PREVIOUS_ROUND_TOOL_INVOCATION_COMPRESS_PROMPT =
"You are an expert content compression specialist. Your task is to intelligently"
+ " compress and summarize the following tool invocation history:\n"
+ " - Preserve: tool name, exact arguments (with values), and a concise factual"
+ " summary of the output.\n"
+ " - For repeated calls to the same tool:\n"
+ " • Consolidate identical calls (same args, same result) into one entry"
+ " with frequency note.\n"
+ " • Only list distinct argument combinations that led to different"
+ " outcomes.\n"
+ " • Omit non-essential varying parameters (e.g., timestamps, request IDs)"
+ " if behavior is unchanged.\n"
+ " - Treat a tool as a write/change operation if its name or output implies"
+ " side effects (e.g., contains 'write', 'update', 'delete', 'create', or returns"
+ " confirmation like 'written').\n"
+ " For such operations, preserve critical details: file paths, data keys,"
+ " content snippets, state changes, and success/error indicators.\n"
+ " - Output must be plain text—no markdown, JSON, bullets, headers, or"
+ " meta-comments.\n"
+ " - If any tool output appears truncated or corrupted, include '[TRUNCATED]'.";
public static final String PREVIOUS_ROUND_CONVERSATION_SUMMARY_PROMPT =
"You are an expert dialogue compressor for autonomous agents. Your task is to rewrite"
+ " the assistant's final response from the previous round as a self-contained,"
+ " concise reply that incorporates all essential facts learned during the"
+ " round—without referencing tools, functions, or internal execution steps.\n"
+ "\n"
+ "Input includes: the user's original question, the assistant's original response,"
+ " and the results of any tool executions that informed that response.\n"
+ "\n"
+ "Your output will REPLACE the original assistant message in the conversation"
+ " history, forming a clean USER -> ASSISTANT pair for future context.\n"
+ "\n"
+ "Guidelines:\n"
+ " - NEVER mention tools, functions, API calls, or execution steps (e.g., avoid"
+ " 'I called...', 'The system returned...', 'After running X...').\n"
+ " - INSTEAD, state all findings as direct, factual knowledge the assistant now"
+ " possesses.\n"
+ " - PRESERVE CRITICAL FACTS from tool results, especially:\n"
+ " • File paths and their contents, changes, or creation (e.g.,"
+ " '/etc/app.conf sets port=8080')\n"
+ " • Exact error messages when diagnostic (e.g., 'Permission denied (errno"
+ " 13)', 'timeout after 30s')\n"
+ " • IDs, URLs, ports, status codes, configuration values, and data keys\n"
+ " • Outcomes of write/change operations (e.g., 'Wrote maintenance flag to"
+ " /tmp/status', 'Updated user_id=789 email in database')\n"
+ " • Service states or process info (e.g., 'auth-service is stopped',"
+ " 'PID=4567')\n"
+ " - If an action was performed (e.g., file written, service restarted), clearly"
+ " state WHAT changed and WHERE.\n"
+ " - If something failed or was incomplete, specify the limitation (e.g., 'Could"
+ " not restart: permission denied').\n"
+ " - Consolidate redundant information; omit generic success messages with no"
+ " actionable detail.\n"
+ " - Use clear, informative language—avoid meta-phrases like 'Based on logs...'"
+ " or 'As observed...'.\n"
+ " - Output must be plain text: no markdown, bullets, JSON, XML, or section"
+ " headers.";
public static final String CONTEXT_OFFLOAD_TAG_FORMAT = "<!-- CONTEXT_OFFLOAD: uuid=%s -->";
public static final String CURRENT_ROUND_LARGE_MESSAGE_SUMMARY_PROMPT =
"You are an expert content compression specialist. Your task is to intelligently"
+ " summarize the following message content. This message exceeds the size"
+ " threshold and needs to be compressed while preserving all critical"
+ " information.\n"
+ "\n"
+ "IMPORTANT: This is content from the CURRENT ROUND. Please be EXTRA CAREFUL and"
+ " CONSERVATIVE when compressing. Preserve as much content as possible according"
+ " to the requirements below, as this information is actively being used in the"
+ " current conversation.\n"
+ "\n"
+ "Please provide a concise summary that:\n"
+ " - Preserves all critical information and key details\n"
+ " - Maintains important context that would be needed for future reference\n"
+ " - Highlights any important outcomes, results, or status information\n"
+ " - Retains tool call information if present (tool names, IDs, key"
+ " parameters)";
public static final String CURRENT_ROUND_MESSAGE_COMPRESS_PROMPT =
"You are an expert context consolidator for autonomous agents. Your task is to"
+ " integrate new tool execution results into the current conversation context.\n"
+ "\n"
+ "INPUT STRUCTURE:\n"
+ "- The input consists of:\n"
+ " (a) Optionally, a prior compressed context block ending with <!--"
+ " CONTEXT_OFFLOAD: uuid=... -->\n"
+ " (b) Followed by zero or more alternating tool_use and tool_result messages"
+ " from the current turn.\n"
+ "- There is NO user message in the input.\n"
+ "- Plan-related tools have already been filtered out upstream.\n"
+ "\n"
+ "YOUR WORKFLOW:\n"
+ "1. IF the input contains a line matching <!-- CONTEXT_OFFLOAD: uuid=... -->:\n"
+ " - Preserve all text BEFORE this line exactly as the prior context.\n"
+ " - Process ONLY the tool_use/tool_result pairs AFTER this line.\n"
+ "2. ELSE (no offload marker found):\n"
+ " - Treat the entire input as new tool interactions from the first compression"
+ " round.\n"
+ " - Generate a summary based solely on these tool calls and their results.\n"
+ "3. For each tool_use/tool_result pair:\n"
+ " - Summarize as a factual, first-person statement:\n"
+ " \"I called [tool_name] with [arg1=value1, ...]; it returned: [key"
+ " details].\"\n"
+ " - Preserve all technical specifics: file paths, IDs, error codes, config"
+ " values, state changes.\n"
+ " - If a result is truncated or malformed, include it verbatim prefixed with"
+ " [UNPARSED OUTPUT].\n"
+ "\n"
+ "OUTPUT REQUIREMENTS:\n"
+ "- A single plain-text block containing:\n"
+ " [prior context (if any)]\\n"
+ "[new tool summaries]\n"
+ "- DO NOT include any <!-- CONTEXT_OFFLOAD --> tag in your output.\n"
+ "- DO NOT mention user requests, intentions, or questions (they are not in the"
+ " input).\n"
+ "- DO NOT use markdown, JSON, bullets, or phrases like \"as before\", \"new"
+ " actions:\".\n"
+ "- The output will be used as the new compressed context, and a new offload tag"
+ " will be appended externally.\n"
+ "\n"
+ "SAFE TO REMOVE FROM tool_result:\n"
+ "- Boilerplate text (licenses, auto-comments)\n"
+ "- Redundant success messages with no actionable data\n"
+ "- Repeated log prefixes (if core content is retained)\n"
+ "\n"
+ "STRICTLY AVOID:\n"
+ "- Including raw tool_use/tool_result JSON\n"
+ "- Re-compressing or altering prior context\n"
+ "- Adding any offload marker (old or new)";
public static final String CURRENT_ROUND_MESSAGE_COMPRESS_CHAR_REQUIREMENT =
"\n"
+ "COMPRESSION REQUIREMENT:\n"
+ "The original content contains approximately %d characters. You MUST compress it"
+ " to approximately %d characters (%.0f%% of original). This is a STRICT"
+ " requirement.\n"
+ "\n"
+ "Please ensure your output meets this character limit while following the"
+ " compression principles above.";
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