mirror of
https://github.com/outbackdingo/optimclaw.git
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[email protected]andClaude Opus 4.6
45a2f590e5
When code fails with NameError/UnboundLocalError (model trying to access variables from a previous step), the error output now includes: [HINT] Variables don't persist between code blocks. Use the `state` dict to access data from previous steps. Available keys: ["web_search", "last_return"] This teaches the model to use `state["web_search"]` instead of `result` after a NameError, reducing wasted steps from 3-4 to 1. Also integrates RetrievalEngine into context building and ThreadManager: - build_step_context() now accepts optional RetrievalEngine to inject relevant memory docs (Lessons, Specs, Playbooks) into LLM context - RetrievalEngine uses keyword matching with doc-type priority scoring - Memory docs from reflection (Phase 4) now feed back into future threads Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>
422 lines
48 KiB
JSON
422 lines
48 KiB
JSON
{
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"thread_id": "6e8f36b3-e9d9-4277-983d-fccf1985b61e",
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"goal": "what's the latest with war in Iran?",
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"final_state": "Completed",
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"step_count": 4,
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"total_tokens": 20117,
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"messages": [
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"role": "System",
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"content_preview": "You are an AI assistant with a Python REPL environment. You solve tasks by writing and executing Python code.\n\n## How to respond\n\nWrite Python code inside ```repl fenced blocks. The code will be executed, and you'll see the output.\n\n```repl\nresult = web_fetch(url=\"https://api.example.com/data\")\nprin...",
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"full_content": "You are an AI assistant with a Python REPL environment. You solve tasks by writing and executing Python code.\n\n## How to respond\n\nWrite Python code inside ```repl fenced blocks. The code will be executed, and you'll see the output.\n\n```repl\nresult = web_fetch(url=\"https://api.example.com/data\")\nprint(result)\n```\n\nYou can write multiple code blocks across turns. Variables persist between blocks within the same turn.\n\n## Special functions\n\n- `llm_query(prompt, context=None)` — Ask a sub-agent to analyze text or answer a question. Returns a string. Use for summarization, analysis, or any task that needs LLM reasoning on data.\n- `llm_query_batched(prompts, context=None)` — Same but for multiple prompts in parallel. Returns a list of strings.\n- `FINAL(answer)` — Call this when you have the final answer. The argument is returned to the user.\n\n## Context variables\n\n- `context` — List of prior conversation messages (each is a dict with 'role' and 'content')\n- `goal` — The current task description\n- `step_number` — Current execution step\n- `previous_results` — Dict of prior tool call results\n\n## Important rules\n\n1. Always write code in ```repl blocks — plain text responses are for brief explanations only\n2. When you have the final answer, call `FINAL(answer)` inside a code block\n3. Tool results are returned as Python objects — use them directly, don't parse JSON\n4. If a tool call fails, the error appears as a Python exception — handle it or try a different approach\n5. For large data, process it in chunks using llm_query() on subsets rather than loading everything into context\n6. Outputs are truncated to 8000 chars — use variables to store large intermediate results\n## Available tools (call as Python functions)\n\n- `apply_patch(new_string, old_string, path, replace_all)` — Apply targeted edits to a file using search/replace. Finds the exact 'old_string' and replaces it with 'new_string'. Use for surgical code changes without rewriting entire files. The old_string must match exactly (including whitespace and indentation).\n- `build_software(description, language, type)` — Build software from a description. IMPORTANT: For tools the agent will use, ALWAYS build Rust WASM tools (type: wasm_tool, language: rust). Only use cli_binary, script, or other types for software meant for human users. The builder scaffolds, implements, compiles, and tests iteratively.\n- `cancel_job(job_id)` — Cancel a running or pending job. The job will be marked as cancelled and stopped.\n- `create_job(description, title)` — Create a new job or task for the agent to work on. Use this when the user wants you to do something substantial that should be tracked as a separate job.\n- `echo(message)` — Echoes back the input message. Useful for testing tool execution.\n- `event_emit(event_source, event_type, payload)` — Emit a structured system event to routines with a system_event trigger. Use this to trigger routines from tool workflows without waiting for cron. (call tool_info(name: \"event_emit\", detail: \"summary\") for rules/examples or detail: \"schema\" for the full discovery schema)\n- `extension_info(name)` — Show detailed information about an installed extension, including version and WIT version compatibility.\n- `github()` — GitHub integration for managing repositories, issues, pull requests, and workflows. Supports reading repo info, listing/creating issues, reviewing PRs, and triggering GitHub Actions. Authentication is handled via the 'github_token' secret injected by the host. (call tool_info(name: \"github\", include_schema: true) for parameter schema)\n- `gmail()` — Gmail integration for reading, searching, sending, drafting, and replying to emails. Supports Gmail search query syntax (is:unread, from:, subject:, after:, etc.). Requires a Google OAuth token with gmail.modify and gmail.compose scopes. To discover all available API operations, use http GET to fetch <https://www.googleapis.com/discovery/v1/apis/gmail/v1/rest> (public, no auth needed). (call tool_info(name: \"gmail\", include_schema: true) for parameter schema)\n- `google_calendar()` — Google Calendar integration for viewing, creating, updating, and deleting calendar events. Requires a Google Calendar OAuth token with the calendar.events scope. Supports timed events, all-day events, attendees, locations, and free text search. To discover all available API operations, use http GET to fetch <https://www.googleapis.com/discovery/v1/apis/calendar/v3/rest> (public, no auth needed). (call tool_info(name: \"google-calendar\", include_schema: true) for parameter schema)\n- `google_drive()` — Google Drive integration for searching, accessing, uploading, sharing, and organizing files and folders. Supports personal drives and shared (organizational) drives via the corpora parameter. Can search with Drive query syntax, download text files, upload new files, manage folder structure, and control sharing permissions. Requires a Google OAuth token with the drive scope. To discover all available API operations, use http GET to fetch <https://www.googleapis.com/discovery/v1/apis/drive/v3/rest> (public, no auth needed). (call tool_info(name: \"google-drive\", include_schema: true) for parameter schema)\n- `http(body, headers, method, save_to, timeout_secs, url)` — Make HTTP requests to external APIs. Supports GET, POST, PUT, DELETE methods. Use save_to to download binary files (images, PDFs, etc.) to a local path, e.g. {\"method\":\"GET\",\"url\":\"https://picsum.photos/800/600\",\"save_to\":\"/tmp/photo.jpg\"}.\n- `image_analyze(image_path, question)` — Analyze an image using a vision-capable AI model. Provide a workspace path to the image and an optional analysis question.\n- `image_edit(image_path, prompt)` — Edit an existing image using an AI model. Provide the workspace path to the source image and a text prompt describing the desired edits.\n- `image_generate(prompt, size)` — Generate an image from a text prompt using an AI image generation model (e.g., FLUX). Returns the generated image data.\n- `job_events(job_id, limit)` — Read the event log for a sandbox job. Shows messages, tool calls, results, and status changes from the container. Use this to check what Claude Code or a worker sub-agent has been doing.\n- `job_status(job_id)` — Check the status and details of a specific job by its ID.\n- `json(data, operation, path, source_tool_call_id)` — Parse, query, and transform JSON data. Supports JSONPath-like queries. Use `source_tool_call_id` to reference the full output of a previous tool call (avoids truncation issues with large responses).\n- `list_dir(max_depth, path, recursive)` — List contents of a directory on the LOCAL FILESYSTEM. NOT for workspace memory (use memory_tree for that). Shows files and subdirectories with their sizes.\n- `list_jobs(filter)` — List all jobs or filter by status. Shows job IDs, titles, and current status.\n- `llm_context()` — Fetch pre-extracted web content from Brave Search for grounding LLM answers. Returns actual page content (text chunks, tables, code) relevant to the query, ready for RAG or fact-checking. Supports location-aware queries via optional loc_lat, loc_long, loc_city, loc_state, loc_country, etc. for local/POI results. Use when you need substantive content from the web rather than just links and snippets. Authentication via 'brave_api_key' (same as Web Search). (call tool_info(name: \"llm-context\", include_schema: true) for parameter schema)\n- `memory_read(path)` — Read a file from the workspace memory (database-backed storage). Use this to read files shown by memory_tree. NOT for local filesystem files (use read_file for those). Do not pass absolute paths like '/Users/...' or 'C:\\...'. Works with identity files, heartbeat checklist, memory, daily logs, or any custom workspace path.\n- `memory_search(limit, query)` — Search past memories, decisions, and context. MUST be called before answering questions about prior work, decisions, dates, people, preferences, or todos. Returns relevant snippets with relevance scores.\n- `memory_tree(depth, path)` — View the workspace memory structure as a tree (database-backed storage). Use memory_read to read files shown here, NOT read_file. The workspace is separate from the local filesystem.\n- `memory_write(append, content, force, layer, target)` — Write to persistent memory (database-backed, NOT the local filesystem). Use for important facts, decisions, preferences, or lessons learned that should be remembered across sessions. Targets: 'memory' for curated long-term facts, 'daily_log' for timestamped session notes, 'heartbeat' for the periodic checklist (HEARTBEAT.md), 'bootstrap' to clear the first-run ritual file, or provide a custom workspace path for arbitrary file creation. Never pass absolute filesystem paths like '/Users/...' or 'C:\\...'.\n- `message(attachments, channel, content, target)` — Send a message to a channel. If channel/target omitted, uses the current conversation's channel and sender/group. Use to proactively message users on any connected channel. Supports file attachments: first download the file with the http tool using save_to (e.g., http GET https://picsum.photos/800/600 save_to=/tmp/photo.jpg), then pass the file path in the attachments array. Images are sent as photos on Telegram. - Signal: target accepts E.164 (+1234567890) or group ID - Telegram: target accepts username or chat ID - Slack: target accepts channel (#general) or user ID\n- `read_file(limit, offset, path)` — Read a file from the LOCAL FILESYSTEM. NOT for workspace memory paths (use memory_read for those). Returns file content as text. For large files, you can specify offset and limit to read a portion.\n- `routine_create(advanced, delivery, description, execution, name, prompt, request)` — Create a new routine (scheduled or event-driven task). Supports cron schedules, event pattern matching, system events, and manual triggers. Use this when the user wants something to happen periodically or reactively. (call tool_info(name: \"routine_create\", detail: \"summary\") for rules/examples or detail: \"schema\" for the full discovery schema)\n- `routine_delete(name)` — Delete a routine permanently. This also removes all run history.\n- `routine_fire(name)` — Manually trigger a routine to run immediately, bypassing schedule, trigger type, and cooldown.\n- `routine_history(limit, name)` — View the execution history of a routine. Shows recent runs with status, duration, and results.\n- `routine_list()` — List all routines with their status, trigger info, and next fire time.\n- `routine_update(description, enabled, name, prompt, schedule, timezone)` — Update an existing routine. Can change prompt, description, enabled state, cron schedule/timezone, Pass the routine name and only the fields you want to change. This does not convert trigger types.\n- `secret_delete(name)` — Permanently delete a stored secret by name. This cannot be undone.\n- `secret_list()` — List all stored secrets by name. Never returns values — only names and optional provider metadata. Use this to check what credentials are available before attempting a task that requires them.\n- `shell(command, timeout, workdir)` — Execute shell commands. Use for running builds, tests, git operations, and other CLI tasks. Commands run in a subprocess with captured output. Long-running commands have a timeout. When Docker sandbox is enabled, commands run in isolated containers for security.\n- `skill_install(content, name, url)` — Install a skill from SKILL.md content, a URL, or by name from the ClawHub catalog.\n- `skill_list(verbose)` — List all loaded skills with their trust level, source, and activation keywords.\n- `skill_remove(name)` — Permanently remove an installed skill from disk. This action cannot be undone — the skill files will be deleted.\n- `skill_search(query)` — Search for skills in the ClawHub catalog and among locally loaded skills.\n- `slack_tool()` — Slack integration tool for sending messages, listing channels, reading history, adding reactions, and getting user information. Requires a Slack bot token with appropriate scopes (chat:write, channels:read, channels:history, reactions:write, users:read). (call tool_info(name: \"slack-tool\", include_schema: true) for parameter schema)\n- `time(format, format_string, from_timezone, input, operation, timestamp, timestamp2, timezone, to_timezone)` — Get current time, parse or format timestamps, convert timezones, or calculate time differences.\n- `tool_activate(name)` — Activate an installed extension — starts channels, loads tools, or connects to MCP servers.\n- `tool_auth(name)` — Initiate authentication for an extension. For OAuth, returns a URL. For manual auth, returns instructions. The user provides their token through a secure channel, never through this tool.\n- `tool_info(detail, include_schema, name)` — Get info about any tool: description, parameter names, curated summary guidance, or full discovery schema.\n- `tool_install(kind, name, url)` — Install an extension (channel, tool, or MCP server). Use the name from tool_search results, or provide an explicit URL.\n- `tool_list(include_available, kind)` — List extensions with their authentication and activation status. Set include_available:true to also show registry entries not yet installed.\n- `tool_remove(name)` — Permanently remove an installed extension (channel, tool, or MCP server) from disk. This action cannot be undone — the WASM binary and configuration files will be deleted.\n- `tool_search(discover, query)` — Search for available extensions to add new capabilities. Extensions include channels (Telegram, Slack, Discord — for messaging), tools, and MCP servers. Use discover:true to search online if the built-in registry has no results.\n- `tool_upgrade(name)` — Upgrade installed WASM extensions (channels and tools) to match the current host WIT version. If name is omitted, checks and upgrades all installed WASM extensions. Authentication and secrets are preserved.\n- `web_search(count, country, freshness, query, search_lang, ui_lang)` — Search the web using Brave Search. Returns titles, URLs, descriptions, and publication dates for matching web pages. Supports filtering by country, language, and freshness. Authentication is handled via the 'brave_api_key' secret injected by the host.\n- `write_file(content, path)` — Write content to a file on the LOCAL FILESYSTEM. NOT for workspace memory (use memory_write for that). Creates the file if it doesn't exist, overwrites if it does. Parent directories are created automatically. Use apply_patch for targeted edits.\n\n\n## Strategy\n\n1. First, examine the context and understand the task\n2. Break complex tasks into steps\n3. Use tools to gather information or take actions\n4. Use llm_query() to analyze or summarize large text\n5. Call FINAL() with the answer when done\n\nThink step by step. Execute code immediately — don't just describe what you would do.",
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"content_preview": "what's the latest with war in Iran?",
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"full_content": "what's the latest with war in Iran?",
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"content_preview": "```repl\n# Search for the latest news about the war in Iran\nresults = web_search(query=\"latest developments Iran war 2024\", count=5, freshness=\"day\")\nprint(\"Latest news about Iran conflict:\")\nfor i, result in enumerate(results, 1):\n print(f\"{i}. {result['title']}\")\n print(f\" {result['url']}\")...",
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"full_content": "```repl\n# Search for the latest news about the war in Iran\nresults = web_search(query=\"latest developments Iran war 2024\", count=5, freshness=\"day\")\nprint(\"Latest news about Iran conflict:\")\nfor i, result in enumerate(results, 1):\n print(f\"{i}. {result['title']}\")\n print(f\" {result['url']}\")\n print(f\" {result['description']}\")\n print()\n```",
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"content_preview": "[Step 0 — Context Orientation]\nGoal: what's the latest with war in Iran?\nContext: 3 messages, 15397 total chars, 1 from user\nStep: 1\nLast user message preview: what's the latest with war in Iran?",
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"full_content": "[Step 0 — Context Orientation]\nGoal: what's the latest with war in Iran?\nContext: 3 messages, 15397 total chars, 1 from user\nStep: 1\nLast user message preview: what's the latest with war in Iran?",
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"content_preview": "{\"error\":\"Tool error: Tool web-search execution failed: Sandbox error: Tool error: Invalid 'freshness': expected 'pd', 'pw', 'pm', 'py', or 'YYYY-MM-DDtoYYYY-MM-DD', got 'day'\\n\\nTool usage hint:\\nTip: call tool_info(name: \\\"web-search\\\", include_schema: true) for the full parameter schema.\"}",
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"full_content": "{\"error\":\"Tool error: Tool web-search execution failed: Sandbox error: Tool error: Invalid 'freshness': expected 'pd', 'pw', 'pm', 'py', or 'YYYY-MM-DDtoYYYY-MM-DD', got 'day'\\n\\nTool usage hint:\\nTip: call tool_info(name: \\\"web-search\\\", include_schema: true) for the full parameter schema.\"}",
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"action_name": "web_search",
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"content_preview": "Latest news about Iran conflict:\n\nError: Traceback (most recent call last):\n File \"step.py\", line 5, in <module>\n print(f\"{i}. {result['title']}\")\n ~~~~~~~~~~~~~~~\nTypeError: str indices must be integers, not 'str'\n[web_search error] {\"error\":\"Tool error: Tool web-search executi...",
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"full_content": "Latest news about Iran conflict:\n\nError: Traceback (most recent call last):\n File \"step.py\", line 5, in <module>\n print(f\"{i}. {result['title']}\")\n ~~~~~~~~~~~~~~~\nTypeError: str indices must be integers, not 'str'\n[web_search error] {\"error\":\"Tool error: Tool web-search execution failed: Sandbox error: Tool error: Invalid 'freshness': expected 'pd', 'pw', 'pm', 'py', or 'YYYY-MM-DDtoYYYY-MM-DD', got 'day'\\n\\nTool usage hint:\\nTip: call tool_info(name: \\\"web-search\\\", include_schema: true) for the full parameter schema.\"}",
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"content_preview": "```repl\n# Fix the web_search call with correct freshness parameter\nresults = web_search(query=\"latest developments Iran war 2024\", count=5, freshness=\"pd\") # 'pd' = past day\nprint(\"Latest news about Iran conflict:\")\nfor i, result in enumerate(results, 1):\n print(f\"{i}. {result['title']}\")\n pr...",
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"full_content": "```repl\n# Fix the web_search call with correct freshness parameter\nresults = web_search(query=\"latest developments Iran war 2024\", count=5, freshness=\"pd\") # 'pd' = past day\nprint(\"Latest news about Iran conflict:\")\nfor i, result in enumerate(results, 1):\n print(f\"{i}. {result['title']}\")\n print(f\" {result['url']}\")\n print(f\" {result['description']}\")\n print()\n```",
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"content_preview": "\"{\\n \\\"query\\\": \\\"latest developments Iran war 2024\\\",\\n \\\"result_count\\\": 5,\\n \\\"results\\\": [\\n {\\n \\\"description\\\": \\\"<strong>Fresh Iranian and U.S. threats to attack critical civilian infrastructure risked imperiling millions of people across the Middle East</strong>, as President Trum...",
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"full_content": "\"{\\n \\\"query\\\": \\\"latest developments Iran war 2024\\\",\\n \\\"result_count\\\": 5,\\n \\\"results\\\": [\\n {\\n \\\"description\\\": \\\"<strong>Fresh Iranian and U.S. threats to attack critical civilian infrastructure risked imperiling millions of people across the Middle East</strong>, as President Trump warned that he could target Iranian power plants and Tehran vowed that such attacks would ...\\\",\\n \\\"published\\\": \\\"6 hours ago\\\",\\n \\\"site_name\\\": \\\"www.nytimes.com\\\",\\n \\\"title\\\": \\\"Iran War Live Updates: Tehran Vows to Destroy Key Infrastructure After Trump's Power Plant Threat - The New York Times\\\",\\n \\\"url\\\": \\\"https://www.nytimes.com/live/2026/03/22/world/iran-war-oil-trump\\\"\\n },\\n {\\n \\\"description\\\": \\\"... <strong>Missile and drone attacks launched from Iran are being intercepted by the UAE</strong>, the country's Ministry of Defence says. "The sounds heard are the result of the air defence systems intercepting missiles and drones," it said in a post on X ...\\\",\\n \\\"published\\\": \\\"1 day ago\\\",\\n \\\"site_name\\\": \\\"www.bbc.com\\\",\\n \\\"title\\\": \\\"Iranian missile strikes near Israeli nuclear facility, after Tehran says one of its sites targeted - BBC News\\\",\\n \\\"url\\\": \\\"https://www.bbc.com/news/live/ce84073mr06t\\\"\\n },\\n {\\n \\\"description\\\": \\\"On Saturday, March 21, <strong>US struck Iran's Natanz nuclear site while Tehran launched two ballistic missiles aiming towards US-UK base in the Indian Ocean, however, none of them hit the targets</strong>.\\\",\\n \\\"published\\\": \\\"49 minutes ago\\\",\\n \\\"site_name\\\": \\\"www.timesnownews.com\\\",\\n \\\"title\\\": \\\"Iran Israel War Live Updates: Repeated Airstrikes Reported Across Iran; Power Outage Hits Khorramabad | Times Now\\\",\\n \\\"url\\\": \\\"https://www.timesnownews.com/world/middle-east/iran-us-israel-war-live-updates-us-iran-news-escalation-trump-nuclear-attacks-middle-east-dubai-uae-saudi-tensions-latest-news-liveblog-153878709\\\"\\n },\\n {\\n \\\"description\\\": \\\"Many of Iran’s regional allies have been significant weakened, primarily by Israeli military action from 2023. <strong>Israeli military strikes in 2024</strong> and joint strikes with the US over 12 days in 2025 have undermined Iran’s defences and nuclear ...\\\",\\n \\\"published\\\": \\\"5 hours ago\\\",\\n \\\"site_name\\\": \\\"commonslibrary.parliament.uk\\\",\\n \\\"title\\\": \\\"US-Israel strikes on Iran: February/March 2026 - House of Commons Library\\\",\\n \\\"url\\\": \\\"https://commonslibrary.parliament.uk/research-briefings/cbp-10521/\\\"\\n },\\n {\\n \\\"description\\\": \\\"Israel had a “very difficult evening in the battle for our future”, said Prime Minister Benjamin Netanyahu after Iranian strikes hit the towns of Arad and Dimona. Here is what you should know as the US-Israeli war on Iran enters day 23:\\\",\\n \\\"published\\\": \\\"1 day ago\\\",\\n \\\"site_name\\\": \\\"www.aljazeera.com\\\",\\n \\\"title\\\": \\\"Iran war: What’s happening on day 23 of US-Israel attacks? | Explainer News | Al Jazeera\\\",\\n \\\"url\\\": \\\"https://www.aljazeera.com/news/2026/3/22/iran-war-whats-happening-on-day-23-of-us-israel-attacks\\\"\\n }\\n ]\\n}\"",
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"content_preview": "Latest news about Iran conflict:\n\nError: Traceback (most recent call last):\n File \"step.py\", line 5, in <module>\n print(f\"{i}. {result['title']}\")\n ~~~~~~~~~~~~~~~\nTypeError: str indices must be integers, not 'str'\n[web_search result] \"{\\n \\\"query\\\": \\\"latest developments Iran ...",
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"full_content": "Latest news about Iran conflict:\n\nError: Traceback (most recent call last):\n File \"step.py\", line 5, in <module>\n print(f\"{i}. {result['title']}\")\n ~~~~~~~~~~~~~~~\nTypeError: str indices must be integers, not 'str'\n[web_search result] \"{\\n \\\"query\\\": \\\"latest developments Iran war 2024\\\",\\n \\\"result_count\\\": 5,\\n \\\"results\\\": [\\n {\\n \\\"description\\\": \\\"<strong>Fresh Iranian and U.S. threats to attack critical civilian infrastructure risked imperiling millions of people across the Middle East</strong>, as President Trump warned that he could target Iranian power plants and Tehran vowed that such attacks would ...\\\",\\n \\\"published\\\": \\\"6 hours ago\\\",\\n \\\"site_name\\\": \\\"www.nytimes.com\\\",\\n \\\"title\\\": \\\"Iran War Live Updates: Tehran Vows to Destroy Key Infrastructure After Trump's Power Plant Threat - The New York Times\\\",\\n \\\"url\\\": \\\"https://www.nytimes.com/live/2026/03/22/world/iran-war-oil-trump\\\"\\n },\\n {\\n \\\"description\\\": \\\"... <strong>Missile and drone attacks launched from Iran are being intercepted by the UAE</strong>, the country's Ministry of Defence says. "The sounds heard are the result of the air defence systems intercepting missiles and drones," it said in a post on X ...\\\",\\n \\\"published\\\": \\\"1 day ago\\\",\\n \\\"site_name\\\": \\\"www.bbc.com\\\",\\n \\\"title\\\": \\\"Iranian missile strikes near Israeli nuclear facility, after Tehran says one of its sites targeted - BBC News\\\",\\n \\\"url\\\": \\\"https://www.bbc.com/news/live/ce84073mr06t\\\"\\n },\\n {\\n \\\"description\\\": \\\"On Saturday, March 21, <strong>US struck Iran's Natanz nuclear site while Tehran launched two ballistic missiles aiming towards US-UK base in the Indian Ocean, however, none of them hit the targets</strong>.\\\",\\n \\\"published\\\": \\\"49 minutes ago\\\",\\n \\\"site_name\\\": \\\"www.timesnownews.com\\\",\\n \\\"title\\\": \\\"Iran Israel War Live Updates: Repeated Airstrikes Reported Across Iran; Power Outage Hits Khorramabad | Times Now\\\",\\n \\\"url\\\": \\\"https://www.timesnownews.com/world/middle-east/iran-us-israel-war-live-updates-us-iran-news-escalation-trump-nuclear-attacks-middle-east-dubai-uae-saudi-tensions-latest-news-liveblog-153878709\\\"\\n },\\n {\\n \\\"description\\\": \\\"Many of Iran’s regional allies have been significant weakened, primarily by Israeli military action from 2023. <strong>Israeli military strikes in 2024</strong> and joint strikes with the US over 12 days in 2025 have undermined Iran’s defences and nuclear ...\\\",\\n \\\"published\\\": \\\"5 hours ago\\\",\\n \\\"site_name\\\": \\\"commonslibrary.parliament.uk\\\",\\n \\\"title\\\": \\\"US-Israel strikes on Iran: February/March 2026 - House of Commons Library\\\",\\n \\\"url\\\": \\\"https://commonslibrary.parliament.uk/research-briefings/cbp-10521/\\\"\\n },\\n {\\n \\\"description\\\": \\\"Israel had a “very difficult evening in the battle for our future”, said Prime Minister Benjamin Netanyahu after Iranian strikes hit the towns of Arad and Dimona. Here is what you should know as the US-Israeli war on Iran enters day 23:\\\",\\n \\\"published\\\": \\\"1 day ago\\\",\\n \\\"site_name\\\": \\\"www.aljazeera.com\\\",\\n \\\"title\\\": \\\"Iran war: What’s happening on day 23 of US-Israel attacks? | Explainer News | Al Jazeera\\\",\\n \\\"url\\\": \\\"https://www.aljazeera.com/news/2026/3/22/iran-war-whats-happening-on-day-23-of-us-israel-attacks\\\"\\n }\\n ]\\n}\"",
|
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|
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},
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{
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"role": "Assistant",
|
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"content_length": 1684,
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"content_preview": "```repl\n# Extract and display the latest updates from the web search results\nlatest_updates = []\n\nfor i, result in enumerate(results[\"results\"], 1):\n update = {\n \"rank\": i,\n \"title\": result[\"title\"],\n \"source\": result[\"site_name\"],\n \"published\": result[\"published\"],\n ...",
|
||
"full_content": "```repl\n# Extract and display the latest updates from the web search results\nlatest_updates = []\n\nfor i, result in enumerate(results[\"results\"], 1):\n update = {\n \"rank\": i,\n \"title\": result[\"title\"],\n \"source\": result[\"site_name\"],\n \"published\": result[\"published\"],\n \"url\": result[\"url\"],\n \"description\": result[\"description\"]\n }\n latest_updates.append(update)\n\n# Summarize the key developments\nsummary = \"\"\"\nLatest developments in the Iran conflict (as of March 2026):\n\n1. US and Israeli military actions continue to target Iranian infrastructure:\n - On March 21, US forces struck Iran's Natanz nuclear site\n - Iran launched two ballistic missiles toward a US-UK base in the Indian Ocean, but they missed their targets\n\n2. Regional escalation:\n - Iran launched missile and drone attacks that were intercepted by UAE air defenses\n - Israeli military strikes have significantly weakened Iran's regional allies\n\n3. Diplomatic tensions:\n - President Trump threatened to target Iranian power plants\n - Tehran vowed to destroy key infrastructure in response\n\n4. Ongoing conflict:\n - The conflict has entered its 23rd day of US-Israeli operations against Iran\n - Prime Minister Netanyahu described the situation as a \"very difficult evening\" for Israel\n\n5. Current status:\n - Power outages reported in Khorramabad, Iran\n - The situation remains highly volatile with risks to civilian infrastructure across the Middle East\n\nNote: The conflict appears to be escalating rapidly with significant military actions on both sides, particularly involving US, Israeli, and Iranian forces.\n\"\"\"\n\nprint(summary)\nFINAL(summary)\n```",
|
||
"action_name": null,
|
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|
||
},
|
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{
|
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"content_preview": "\nNameError: Traceback (most recent call last):\n File \"step.py\", line 4, in <module>\n for i, result in enumerate(results[\"results\"], 1):\n ~~~~~~~\nNameError: name 'results' is not defined",
|
||
"full_content": "\nNameError: Traceback (most recent call last):\n File \"step.py\", line 4, in <module>\n for i, result in enumerate(results[\"results\"], 1):\n ~~~~~~~\nNameError: name 'results' is not defined",
|
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"content_preview": "```repl\n# Fix the variable name issue and properly extract the results\nweb_search_results = {\n \"query\": \"latest developments Iran war 2024\",\n \"result_count\": 5,\n \"results\": [\n {\n \"description\": \"<strong>Fresh Iranian and U.S. threats to attack critical civilian infrastruct...",
|
||
"full_content": "```repl\n# Fix the variable name issue and properly extract the results\nweb_search_results = {\n \"query\": \"latest developments Iran war 2024\",\n \"result_count\": 5,\n \"results\": [\n {\n \"description\": \"<strong>Fresh Iranian and U.S. threats to attack critical civilian infrastructure risked imperiling millions of people across the Middle East</strong>, as President Trump warned that he could target Iranian power plants and Tehran vowed that such attacks would ...\",\n \"published\": \"6 hours ago\",\n \"site_name\": \"www.nytimes.com\",\n \"title\": \"Iran War Live Updates: Tehran Vows to Destroy Key Infrastructure After Trump's Power Plant Threat - The New York Times\",\n \"url\": \"https://www.nytimes.com/live/2026/03/22/world/iran-war-oil-trump\"\n },\n {\n \"description\": \"... <strong>Missile and drone attacks launched from Iran are being intercepted by the UAE</strong>, the country's Ministry of Defence says. \\\"The sounds heard are the result of the air defence systems intercepting missiles and drones,\\\" it said in a post on X ...\",\n \"published\": \"1 day ago\",\n \"site_name\": \"www.bbc.com\",\n \"title\": \"Iranian missile strikes near Israeli nuclear facility, after Tehran says one of its sites targeted - BBC News\",\n \"url\": \"https://www.bbc.com/news/live/ce84073mr06t\"\n },\n {\n \"description\": \"On Saturday, March 21, <strong>US struck Iran's Natanz nuclear site while Tehran launched two ballistic missiles aiming towards US-UK base in the Indian Ocean, however, none of them hit the targets</strong>.\",\n \"published\": \"49 minutes ago\",\n \"site_name\": \"www.timesnownews.com\",\n \"title\": \"Iran Israel War Live Updates: Repeated Airstrikes Reported Across Iran; Power Outage Hits Khorramabad | Times Now\",\n \"url\": \"https://www.timesnownews.com/world/middle-east/iran-us-israel-war-live-updates-us-iran-news-escalation-trump-nuclear-attacks-middle-east-dubai-uae-saudi-tensions-latest-news-liveblog-153878709\"\n },\n {\n \"description\": \"Many of Iran’s regional allies have been significant weakened, primarily by Israeli military action from 2023. <strong>Israeli military strikes in 2024</strong> and joint strikes with the US over 12 days in 2025 have undermined Iran’s defences and nuclear ...\",\n \"published\": \"5 hours ago\",\n \"site_name\": \"commonslibrary.parliament.uk\",\n \"title\": \"US-Israel strikes on Iran: February/March 2026 - House of Commons Library\",\n \"url\": \"https://commonslibrary.parliament.uk/research-briefings/cbp-10521/\"\n },\n {\n \"description\": \"Israel had a “very difficult evening in the battle for our future”, said Prime Minister Benjamin Netanyahu after Iranian strikes hit the towns of Arad and Dimona. Here is what you should know as the US-Israeli war on Iran enters day 23:\",\n \"published\": \"1 day ago\",\n \"site_name\": \"www.aljazeera.com\",\n \"title\": \"Iran war: What’s happening on day 23 of US-Israel attacks? | Explainer News | Al Jazeera\",\n \"url\": \"https://www.aljazeera.com/news/2026/3/22/iran-war-whats-happening-on-day-23-of-us-israel-attacks\"\n }\n ]\n}\n\n# Extract and display the latest updates from the web search results\nlatest_updates = []\n\nfor i, result in enumerate(web_search_results[\"results\"], 1):\n update = {\n \"rank\": i,\n \"title\": result[\"title\"],\n \"source\": result[\"site_name\"],\n \"published\": result[\"published\"],\n \"url\": result[\"url\"],\n \"description\": result[\"description\"]\n }\n latest_updates.append(update)\n\n# Summarize the key developments\nsummary = \"\"\"\nLatest developments in the Iran conflict (as of March 2026):\n\n1. US and Israeli military actions continue to target Iranian infrastructure:\n - On March 21, US forces struck Iran's Natanz nuclear site\n - Iran launched two ballistic missiles toward a US-UK base in the Indian Ocean, but they missed their targets\n\n2. Regional escalation:\n - Iran launched missile and drone attacks that were intercepted by UAE air defenses\n - Israeli military strikes have significantly weakened Iran's regional allies\n\n3. Diplomatic tensions:\n - President Trump threatened to target Iranian power plants\n - Tehran vowed to destroy key infrastructure in response\n\n4. Ongoing conflict:\n - The conflict has entered its 23rd day of US-Israeli operations against Iran\n - Prime Minister Netanyahu described the situation as a \"very difficult evening\" for Israel\n\n5. Current status:\n - Power outages reported in Khorramabad, Iran\n - The situation remains highly volatile with risks to civilian infrastructure across the Middle East\n\nNote: The conflict appears to be escalating rapidly with significant military actions on both sides, particularly involving US, Israeli, and Iranian forces.\n\"\"\"\n\nprint(summary)\nFINAL(summary)\n```",
|
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"content_preview": "\nLatest developments in the Iran conflict (as of March 2026):\n\n1. US and Israeli military actions continue to target Iranian infrastructure:\n - On March 21, US forces struck Iran's Natanz nuclear site\n - Iran launched two ballistic missiles toward a US-UK base in the Indian Ocean, but they misse...",
|
||
"full_content": "\nLatest developments in the Iran conflict (as of March 2026):\n\n1. US and Israeli military actions continue to target Iranian infrastructure:\n - On March 21, US forces struck Iran's Natanz nuclear site\n - Iran launched two ballistic missiles toward a US-UK base in the Indian Ocean, but they missed their targets\n\n2. Regional escalation:\n - Iran launched missile and drone attacks that were intercepted by UAE air defenses\n - Israeli military strikes have significantly weakened Iran's regional allies\n\n3. Diplomatic tensions:\n - President Trump threatened to target Iranian power plants\n - Tehran vowed to destroy key infrastructure in response\n\n4. Ongoing conflict:\n - The conflict has entered its 23rd day of US-Israeli operations against Iran\n - Prime Minister Netanyahu described the situation as a \"very difficult evening\" for Israel\n\n5. Current status:\n - Power outages reported in Khorramabad, Iran\n - The situation remains highly volatile with risks to civilian infrastructure across the Middle East\n\nNote: The conflict appears to be escalating rapidly with significant military actions on both sides, particularly involving US, Israeli, and Iranian forces.\n\n",
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"content_preview": "```repl\n# Extract and display the latest updates from the web search results\nlat..."
|
||
}
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||
}
|
||
},
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||
{
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