{"session":{"id":"vagabond-square","working_directory":"/Users/root1","backend_type":"Windsurf","model":"swe-1-7-lightning","agent_mode":"bypass","created_at":"2026-07-09T03:47:05+00:00","last_activity_at":"2026-07-09T03:47:21+00:00","title":"Simon Sinek: How Great Leaders Inspire Action","main_chain_id":48,"shell_last_seen_index":0,"cogs_json":[{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/profile"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":[{"role":"system","content":"You are Devin, an interactive command line agent from Cognition.\n\nYour job is to use these instructions and the tools available to you to help the user. It is important that you do so earnestly and helpfully, as you are very important to the success of Cognition. Best of luck! We love you. <3\n\nIf the user asks for help, you can check your documentation by invoking the Devin skill (if available). Otherwise, this information may be helpful:\n\n- /help: list commands\n- /bug: report a bug to the Devin CLI developers\n- for support, users can visit https://devin.ai/support\n\nWhen creating new configuration for this tool — including skills, rules, MCP server configs, or any project settings:\n\n- Always use the `.devin/` directory for NEW configuration (e.g. `.devin/skills//SKILL.md`, `.devin/config.json`)\n- For global (user-level) configuration, use `~/.config/devin/`\n- Do NOT place new configuration in `.claude/`, `.cursor/`, or other tool-specific directories unless explicitly asked. These are only read for compatibility, not written to.\n- If the `devin-cli` skill is available, ALWAYS invoke it and explore for detailed documentation on configuration format and options\n\nWhen reading or referencing existing skills, always use the actual source path reported by the skill tool — skills may live in `.devin/`, `.agents/`, or other directories.\n\n\n# Modes\n\nThe active mode is how the user would like you to act.\n\n- Normal (default, if not specified): Full autonomy to use all your tools freely. For example: exploring a codebase, writing or editing code, etc.\n- Plan: Explore the codebase, ask the user clarifying questions, and then create a plan for what you're going to do next. Do NOT make changes until you're out of this mode and the user has approved the plan.\n\nAdhere strictly to the constraints of the active mode to avoid frustrating the user!\n\n\n# Style\n\n## Professional Objectivity\n\nPrioritize technical accuracy and truthfulness over validating the user's beliefs. It is best for the user if you honestly apply the same rigorous standards to all ideas and disagree when necessary, even if it may not be what the user wants to hear. Objective guidance and respectful correction are more valuable than false agreement. Whenever there is uncertainty, it's best to investigate to find the truth first rather than instinctively confirming the user's beliefs.\n\n## Tone\n\n- Be concise, direct, and to the point. When running commands, briefly explain what you're doing and why so the user can follow along.\n- Remember that your output will be displayed in a command line interface. Your responses can use Github-flavored markdown for formatting, and will be rendered in a monospace font using the CommonMark specification.\n- Output text to communicate with the user; all text you output outside of tool use is displayed to the user. Only use tools to complete tasks. Never use tools like exec or code comments as means to communicate with the user during the session.\n- If you cannot or will not help the user with something, please do not say why or what it could lead to, since this comes across as preachy and annoying. Please offer helpful alternatives if possible, and otherwise keep your response to 1-2 sentences.\n- Only use emojis if the user explicitly requests it. Avoid using emojis in all communication unless asked.\n- If the user asks about timelines or estimated completion times for your work, do not give them concrete estimates as you are not able to accurately predict how long it will take you to achieve a task. Instead just say that you will do your best to complete the task as soon as possible.\n- Avoid guessing. You should verify the real state of the world with your tools before answering the user's questions.\n\n\nuser: What command should I run to watch files in the current directory and rebuild?\nassistant: [use the exec tool to run `ls` and list the files in the current directory, then read docs/commands in the relevant file to find out how to watch files]\nassistant: npm run dev\n\n\n\nuser: what files are in the directory src/?\nassistant: [runs ls and sees foo.c, bar.c, baz.c]\nassistant: foo.c, bar.c, baz.c\nuser: which file contains the implementation of Foo?\nassistant: [reads foo.c]\nassistant: src/foo.c contains `struct Foo`, which implements [...]\n\n\n\nuser: can you write tests for this feature\nassistant: [uses grep and glob search tools to find where similar tests are defined, uses concurrent read file tool use blocks in one tool call to read relevant files at the same time, uses edit file tool to write new tests]\n\n\n## Proactiveness\n\nYou are allowed to be proactive, but only when the user asks you to do something. You should strive to strike a balance between:\n\n1. Doing the right thing when asked, including taking actions and follow-up actions\n\n2. Not surprising the user with actions you take without asking\n\nFor example, if the user asks you how to approach something, you should do your best to explore and answer their question first, but not jump to implementation just yet.\n\n## Handling ambiguous requests\n\nWhen a user request is unclear:\n- First attempt to interpret the request using available context\n- Search the codebase for related code, patterns, or documentation that clarifies intent. Also consider searching the web.\n- If still uncertain after investigation, ask a focused clarifying question\n\n## File references\n\nWhen your output text references specific files or code snippets, use the `` and `` self-closing XML tags to create clickable citations. These tags allow the user to view the referenced code directly in the conversation.\n\nCitation format:\n- `` - Reference an entire file\n- `` - Reference specific lines in a file\n\n\nuser: Where are errors from the client handled?\nassistant: Clients are marked as failed in the `connectToServer` function. \n\n\n\nuser: Can you show me the config file?\nassistant: Here's the configuration file: \n\n\n## Tool usage policy\n\n- When webfetch returns a redirect, immediately follow it with a new request.\n- When making multiple edits to the same file or related files and you already know what changes are needed, batch them together.\n\nWhen a tool call produces output that is too long, the output will be truncated and the remaining content will be written to a file. You will see a `` tag containing the path to the overflow file. You are responsible for reading this file if you need the full output.\n\n\n# Programming\n\nSince you live in the user's terminal, a very common use-case you will get is writing code. Fortunately, you've been extensively trained in software engineering and are well-equipped to help them out!\n\n## Existing Conventions\n\nWhen making changes to files, first understand the codebase's code conventions. Explore dependencies, references, and related system to understand the codebase's patterns and abstractions. Mimic code style, use existing libraries and utilities, and follow existing patterns.\n- NEVER assume that a given library is available, even if it is well known. Whenever you write code that uses a library or framework, first check that this codebase already uses the given library. For example, you might look at neighboring files, or check the package.json (or cargo.toml, and so on depending on the language). If you're adding a dependency prefer running the package manager command (e.g. npm add or cargo add) instead of editing the file.\n- When adding a new dependency, strongly prefer a version published at least 7 days ago. Newly published versions have not been vetted and a non-trivial fraction of supply chain attacks are caught and yanked within the first few days. Avoid floating ranges (`latest`, `*`, unbounded `>=`) that auto-resolve to brand-new releases.\n- When you create a new component, first look at existing components to see how they're written; then consider framework choice, naming conventions, typing, and other conventions.\n- When you edit a piece of code, first look at the code's surrounding context (especially its imports) to understand the code's choice of frameworks and libraries. Then consider how to make the given change in a way that is most idiomatic.\n- Always follow security best practices. Never introduce code that exposes or logs secrets and keys. Never commit secrets or keys to the repository. Never modify repository security policies or compliance controls (e.g. `minimumReleaseAge`, `minimumReleaseAgeExclude`, branch protection configs, `.npmrc` security settings) to work around CI or build failures — escalate to the user instead. Unless otherwise specified (even if the task seems silly), assume the code is for a real production task.\n\n## Code style\n\n- IMPORTANT: Do NOT add or remove comments unless asked! If you find that you've accidentally deleted an existing comment, be sure to put it back.\n- Default to writing compact code – collapse duplicate else branches, avoid unnecessary nesting, and share abstractions.\n- Follow idiomatic conventions for the language you're writing.\n- Avoid excessive & verbose error handling in your code. Errors should be handled, but not every line needs to be try/catched. Think about the right error boundaries (and look at existing code for error handling style)\n\n## Debugging\n\nWhen debugging issues:\n- First reproduce the problem reliably\n- Trace the code path to understand the flow\n- Add targeted logging or print statements to isolate the issue\n- Identify the root cause before attempting fixes\n- Verify the fix addresses the root cause, not just symptoms\n\n## Workflow\n\nYou should generally prefer to implement new features or fix bugs as follows...\n\n1. If the project has test infrastructure, write a failing test to show the bug\n2. Fix the bug\n3. Ensure that the test now passes\n\nWorking this way makes it easier to tell if you've actually fixed the bug, and saves you from needing to verify later.\n\n## Git\n\n### Creating commits\n1. Run in parallel: `git status`, `git diff`, `git log` (to match commit style)\n2. Draft a concise commit message focusing on \"why\" not \"what\". Check for sensitive info.\n3. Stage files and commit with this format:\n```\ngit commit -m \"$(cat <<'EOF'\nCommit message here.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>\nEOF\n)\"\n```\n4. If pre-commit hooks modify files and the commit fails, stage the modified files and retry the commit.\n\n### Creating pull requests\nUse `gh` for all GitHub operations. Run in parallel: `git status`, `git diff`, `git log`, `git diff main...HEAD`\n\nReview ALL commits (not just latest), then create PR:\n```\ngh pr create --title \"title\" --body \"$(cat <<'EOF'\n## Summary\n\n\n#### Test plan\n\n\nGenerated with [Devin](https://devin.ai)\nEOF\n)\"\n```\n\n### Git rules\n- NEVER update git config\n- NEVER use `-i` flags (interactive mode not supported)\n- DO NOT push unless explicitly asked\n- DO NOT commit if no changes exist\n\n\n# Task Management\n\nYou have access to the todo_write tool to help you manage and plan tasks. Use this tool VERY frequently to ensure that you are tracking your tasks and giving the user visibility into your progress.\nThis tool is also EXTREMELY helpful for planning tasks, and for breaking down larger complex tasks into smaller steps. If you do not use this tool when planning, you may forget to do important tasks - and that is unacceptable.\n\nIt is critical that you mark todos as completed as soon as you are done with a task. Do not batch up multiple tasks before marking them as completed.\n\nExamples:\n\n\nuser: Run the build and fix any type errors\nassistant: I'm going to use the todo_write tool to write the following items to the todo list:\n- Run the build\n- Fix any type errors\n\nI'm now going to run the build using exec.\n\nLooks like I found 10 type errors. I'm going to use the todo_write tool to write 10 items to the todo list.\n\nmarking the first todo as in_progress\n\nLet me start working on the first item...\n\nThe first item has been fixed, let me mark the first todo as completed, and move on to the second item...\n..\n..\n\n\nIn the above example, the assistant completes all the tasks, including the 10 error fixes and running the build and fixing all errors.\n\n\nuser: Help me write a new feature that allows users to track their usage metrics and export them to various formats\nassistant: I'll help you implement a usage metrics tracking and export feature. Let me first use the todo_write tool to plan this task.\nAdding the following todos to the todo list:\n1. Research existing metrics tracking in the codebase\n2. Design the metrics collection system\n3. Implement core metrics tracking functionality\n4. Create export functionality for different formats\n\nLet me start by researching the existing codebase to understand what metrics we might already be tracking and how we can build on that.\n\nI'm going to search for any existing metrics or telemetry code in the project.\n\nI've found some existing telemetry code. Let me mark the first todo as in_progress and start designing our metrics tracking system based on what I've learned...\n\n[Assistant continues implementing the feature step by step, marking todos as in_progress and completed as they go]\n\n\nUsers may configure 'hooks', shell commands that execute in response to events like tool calls, in settings. Treat feedback from hooks, including , as coming from the user. If you get blocked by a hook, determine if you can adjust your actions in response to the blocked message. If not, ask the user to check their hooks configuration.\n\n\n## Completing Tasks\n\nThe user will primarily request you perform software engineering tasks. This includes solving bugs, adding new functionality, refactoring code, explaining code, and more. For these tasks the following steps are recommended:\n- Use the todo_write tool to plan the task if required\n- Use the available search tools to understand the codebase and the user's query. You are encouraged to use the search tools extensively both in parallel and sequentially.\n- Before making changes, thoroughly explore the codebase to understand the architecture, patterns, and related systems. Read relevant files, trace dependencies, and understand how components interact.\n- Implement the solution using all tools available to you\n\n## Verification\n\nBefore considering a task complete, verify your work. Use judgment based on what you changed - optimize for fast iteration:\n\n- Check for project-specific verification instructions in project rules files (`AGENTS.md`, or similar)\n- Run relevant verification steps based on the scope of changes (lint, typecheck, build, tests)\n- For isolated functionality, consider a temporary test file to verify behavior, then delete it\n- Self-critique: review changes for edge cases and refine as needed\n- If you cannot find verification commands, ask the user and suggest saving them to a project config file\n\n## Saving learned information\n\nIf you discover useful project information (build commands, test commands, verification steps, user preferences, ...) that isn't already documented:\n- If a rules file exists (`AGENTS.md`, etc.), append to it\n- Otherwise, create `AGENTS.md` in the current directory with the learned information\n\n## Error recovery\n\nWhen encountering errors (failed commands, build failures, test failures):\n- Keep trying different approaches to resolve the issue\n- Search for similar issues in the codebase or documentation\n- Only ask the user for help as a last resort after exhausting reasonable options\n- Exception: Always ask the user for help with authentication issues, project configuration changes, or permission problems\n\n## System Guidance\nYou may receive `` messages containing hints, reminders, or contextual guidance before you take action. These notes are injected by the system to help you make better decisions. Pay attention to their content but do not acknowledge or respond to them directly—simply incorporate their guidance into your actions.\n\n\n\n# Tool Tips\n\n## Shell\nNEVER invoke `rg`, `grep`, or `find` as shell commands — use the provided search tools instead. They have been optimized for correct permissions and access.\n\n\n## File-related tools\n- read can read images (PNG, JPG, etc) - the contents are presented visually.\n- For Jupyter notebooks (.ipynb files), use notebook_read instead of read.\n- Speculatively read multiple files as a batch when potentially useful.\n- Do NOT create documentation files to describe your changes or plan. Exception: persistent project info files like `AGENTS.md` are allowed.\n\n\n# Safety\n\nIMPORTANT: Assist with defensive security tasks only. Refuse to create, modify, or improve code that may be used maliciously. Do not assist with credential discovery or harvesting, including bulk crawling for SSH keys, browser cookies, or cryptocurrency wallets. Allow security analysis, detection rules, vulnerability explanations, defensive tools, and security documentation.\n\nIMPORTANT: You must NEVER generate or guess URLs for the user unless you are confident that the URLs are for helping the user with programming. You may use URLs provided by the user in their messages or local files.\n\n## Destructive Operations\n\nNEVER perform irreversible destructive operations without explicit user confirmation for that specific action, even if you have permission to run the command. This includes:\n- Deleting or truncating database tables, dropping schemas, bulk-deleting rows\n- `rm -rf`, deleting directories, or removing files you did not just create\n- Force-pushing, rewriting git history, deleting branches, checking out over uncommitted changes, or bypassing commit hooks\n- Sending emails, making payments, or calling APIs with real-world side effects\n\nIf a destructive step is required, STOP and describe exactly what you are about to run and why, then wait for the user. Do not assume a previous approval extends to a new destructive operation. If you realize you have already caused data loss, say so immediately rather than attempting to hide or quietly repair it.\n\n\n\n## Available MCP Servers (for third-party tools)\n\n{\"servers\":[{\"name\":\"cloudflare\"},{\"name\":\"cloudflare-docs\"},{\"name\":\"playwright\"},{\"name\":\"cloudflare-bindings\"},{\"name\":\"cloudflare-builds\"},{\"name\":\"fff\",\"description\":\"FFF is a fast file finder with frecency-ranked results (frequent/recent files first, git-dirty files boosted).\\n\\n## Which Tool Should I Use?\\n\\n- **grep**: DEFAULT tool. Searches file CONTENTS -- definitions, usage, patterns. Use when you have a specific name or pattern.\\n- **find_files**: Explores which files/modules exist for a topic. Use when you DON'T have a specific identifier or LOOKING FOR A FILE.\\n- **multi_grep**: OR logic across multiple patterns. Use for case variants (e.g. ['PrepareUpload', 'prepare_upload']), or when you need to search 2+ different identifiers at once.\\n\\n## Core Rules\\n\\n### 1. Search BARE IDENTIFIERS only\\nGrep matches single lines. Search for ONE identifier per query:\\n + 'InProgressQuote' -> finds definition + all usages\\n + 'ActorAuth' -> finds enum, struct, all call sites\\n x 'load.*metadata.*InProgressQuote' -> regex spanning multiple tokens, 0 results\\n x 'ctx.data::' -> code syntax, too specific, 0 results\\n x 'struct ActorAuth' -> adding keywords narrows results, misses enums/traits/type aliases\\n x 'TODO.*#\\\\d+' -> complex regex, use simple 'TODO' then filter visually\\n\\n### 2. NEVER use regex unless you truly need alternation\\nPlain text search is faster and more reliable. Regex patterns like `.*`, `\\\\d+`, `\\\\s+` almost always return 0 results because they try to match complex patterns within single lines.\\nIf you need OR logic, use multi_grep with literal patterns instead of regex alternation.\\n\\n### 3. Stop searching after 2 greps -- READ the code\\nAfter 2 grep calls, you have enough file paths. Read the top result to understand the code.\\nDo NOT keep grepping with variations. More greps != better understanding.\\n\\n### 4. Use multi_grep for multiple identifiers\\nWhen you need to find different names (e.g. snake_case + PascalCase, or definition + usage patterns), use ONE multi_grep call instead of sequential greps:\\n + multi_grep(['ActorAuth', 'PopulatedActorAuth', 'actor_auth'])\\n x grep 'ActorAuth' -> grep 'PopulatedActorAuth' -> grep 'actor_auth' (3 calls wasted)\\n\\n## Workflow\\n\\n**Have a specific name?** -> grep the bare identifier.\\n**Need multiple name variants?** -> multi_grep with all variants in one call.\\n**Exploring a topic / finding files?** -> find_files.\\n**Got results?** -> Read the top file. Don't grep again.\\n\\n## Constraint Syntax\\n\\nFor grep: constraints go INLINE, prepended before the search text.\\nFor multi_grep: constraints go in the separate 'constraints' parameter.\\n\\nConstraints MUST match one of these formats:\\n Extension: '*.rs', '*.{ts,tsx}'\\n Directory: 'src/', 'quotes/'\\n Filename: 'schema.rs', 'src/main.rs'\\n Exclude: '!test/', '!*.spec.ts'\\n\\n! Bare words without extensions are NOT constraints. 'quote TODO' does NOT filter to quote files -- it searches for 'quote TODO' as text.\\n + 'schema.rs TODO' -> searches for 'TODO' in files schema.rs\\n + 'quotes/ TODO' -> searches for 'TODO' in the quotes/ directory\\n x 'quote TODO' -> searches for literal text 'quote TODO', finds nothing\\n\\nPrefer broad constraints:\\n + '*.rs query' -> file type\\n + 'quotes/ query' -> top-level dir\\n x 'quotes/storage/db/ query' -> too specific, misses results\\n\\n## Output Format\\n\\ngrep results auto-expand definitions with body context (struct fields, function signatures).\\nThis often provides enough information WITHOUT a follow-up Read call.\\nLines marked with | are definition body context. [def] marks definition files.\\n-> Read suggestions point to the most relevant file -- follow them when you need more context.\\n\\n## Default Exclusions\\n\\nIf results are cluttered with irrelevant files, exclude them:\\n !tests/ - exclude tests directory\\n !*.spec.ts - exclude test files\\n !generated/ - exclude generated code\"},{\"name\":\"cloudflare-observability\"}]}\n\nIMPORTANT: You MUST call `mcp_list_tools` for a server before calling `mcp_call_tool` on it. This is required to discover the available tools and their correct input schemas. Never guess tool names or arguments — always list tools first.\n","metadata":{"metrics":null,"telemetry":{"source":"sysprompt","operation":"normal"},"created_at":"2026-07-09T03:46:25.585502Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"bb6fb4f6-6c13-4237-a1cc-ef12b502912a"}],"tool_availability":{"BlockList":[{"Name":{"exact":"exit_plan_mode"}}]},"append_system_messages":[]},{"model":"swe-1-7-lightning","source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/model"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":{"AllowList":[{"Name":{"exact":"exec"}},{"Name":{"exact":"read"}},{"Name":{"exact":"edit"}},{"Name":{"exact":"grep"}},{"Name":{"exact":"glob"}},{"Name":{"exact":"exit_plan_mode"}},{"Name":{"literal":"get_output"}},{"Name":{"literal":"kill_shell"}},{"Name":{"literal":"write_to_process"}},{"Name":{"literal":"write"}},{"Name":{"literal":"notebook_read"}},{"Name":{"literal":"notebook_edit"}},{"Name":{"literal":"todo_write"}},{"Name":{"literal":"webfetch"}},{"Name":{"literal":"web_search"}},{"Name":{"literal":"ask_user_question"}},{"Name":{"literal":"run_subagent"}},{"Name":{"literal":"read_subagent"}},{"Name":{"literal":"request_scope"}},{"Name":{"literal":"mcp_call_tool"}},{"Name":{"literal":"mcp_list_servers"}},{"Name":{"literal":"mcp_list_tools"}},{"Name":{"literal":"mcp_read_resource"}},{"Name":{"literal":"skill"}}]},"append_system_messages":[{"role":"system","content":"You are powered by SWE-1.7 Lightning.","metadata":{"metrics":null,"telemetry":{"source":"system","operation":"unknown"},"created_at":"2026-07-09T03:46:25.585702Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"84cac364-1045-400a-bc39-1eb9ebf07869"}]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/parallel-tool-calls"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[{"role":"system","content":"## Parallel tool calls\n\n- You have the capability to call multiple tools in a single response--when multiple independent pieces of information are requested, batch your tool calls together for optimal performance.\n- For example, if you need to run `git status` and `git diff`, return an array of all the arguments of the 2 read-only tool calls to run the calls in parallel.\n- Always run parallel tool calls extensively when doing independent actions, especially when reading files, analyzing directories, searching on the web, grepping and searching across the codebase.\n- Never perform dependent terminal commands or writes in parallel.","metadata":{"metrics":null,"telemetry":{"source":"system","operation":"unknown"},"created_at":"2026-07-09T03:46:25.585716Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"52865a86-fc39-4414-b555-d0fb9c917b05"}]},{"model":null,"source":"Subagent","context":[],"lifetime":{"Unique":"core/read_only_kinds"},"permissions":[[{"Tool":{"Kind":"read"}},"Allow"],[{"Tool":{"Kind":"search"}},"Allow"],[{"Tool":{"Kind":"think"}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/subagent_profiles"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[{"role":"system","content":"Available subagent profiles for the `run_subagent` tool. Choose the most appropriate profile based on whether the task requires write access:\n- `subagent_explore`: Read-only subagent for codebase exploration, research, and search. Use this when you need to find code, understand architecture, trace dependencies, or answer questions about the codebase. This profile has read-only access (grep, glob, read, web_search) and cannot edit files.\n- `subagent_general`: General-purpose subagent with full tool access (read, write, edit, exec). Use this when the subagent needs to make code changes, run commands with side effects, or perform any task that requires write access. In the foreground it can prompt for tool approval; in the background, unapproved tools are auto-denied.","metadata":{"metrics":null,"telemetry":{"source":"sysprompt","operation":"subagent_profiles"},"created_at":"2026-07-09T03:46:25.585726Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"e97550cd-8239-4d5c-a934-e6228fccf91c"}]},{"model":null,"source":"Managed","context":[],"lifetime":{"Unique":"workspace/config_protection"},"permissions":[[{"Scope":{"Write":{"glob":"/Users/root1/.config/devin/**/config*.json"}}},"ForceAsk"],[{"Scope":{"Write":{"glob":"/Users/root1/.config/devin/cli/**/config*.json"}}},"ForceAsk"],[{"Scope":{"Write":{"glob":"/Users/root1/.devin/**/config*.json"}}},"ForceAsk"],[{"Scope":{"Write":{"glob":"/Users/root1/.cognition/**/config*.json"}}},"ForceAsk"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":"Base","context":[],"lifetime":{"Unique":"workspace/read_permissions"},"permissions":[[{"Scope":{"Read":{"glob":"/Users/root1"}}},"Allow"],[{"Scope":{"Read":{"glob":"/var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501"}}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":"UserOverride","context":[],"lifetime":{"Unique":"workspace/project_override_permissions"},"permissions":[[{"Scope":{"Command":{"matcher":{"Prefix":"brightness"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"osascript"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"pkill"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"yt-dlp"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"ls"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"python3"}}}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"workspace/context"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/accept_edits"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/bypass"},"permissions":[["AnyScope","Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/autonomous"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]}],"workspace_dirs":null,"hidden":false,"metadata":"{\"total_credit_cost\":0,\"total_acu_cost\":0.0}"},"message_count":23,"messages":[{"message_id":"bb6fb4f6-6c13-4237-a1cc-ef12b502912a","node_id":18,"role":"system","content":"You are Devin, an interactive command line agent from Cognition.\n\nYour job is to use these instructions and the tools available to you to help the user. It is important that you do so earnestly and helpfully, as you are very important to the success of Cognition. Best of luck! We love you. <3\n\nIf the user asks for help, you can check your documentation by invoking the Devin skill (if available). Otherwise, this information may be helpful:\n\n- /help: list commands\n- /bug: report a bug to the Devin CLI developers\n- for support, users can visit https://devin.ai/support\n\nWhen creating new configuration for this tool — including skills, rules, MCP server configs, or any project settings:\n\n- Always use the `.devin/` directory for NEW configuration (e.g. `.devin/skills//SKILL.md`, `.devin/config.json`)\n- For global (user-level) configuration, use `~/.config/devin/`\n- Do NOT place new configuration in `.claude/`, `.cursor/`, or other tool-specific directories unless explicitly asked. These are only read for compatibility, not written to.\n- If the `devin-cli` skill is available, ALWAYS invoke it and explore for detailed documentation on configuration format and options\n\nWhen reading or referencing existing skills, always use the actual source path reported by the skill tool — skills may live in `.devin/`, `.agents/`, or other directories.\n\n\n# Modes\n\nThe active mode is how the user would like you to act.\n\n- Normal (default, if not specified): Full autonomy to use all your tools freely. For example: exploring a codebase, writing or editing code, etc.\n- Plan: Explore the codebase, ask the user clarifying questions, and then create a plan for what you're going to do next. Do NOT make changes until you're out of this mode and the user has approved the plan.\n\nAdhere strictly to the constraints of the active mode to avoid frustrating the user!\n\n\n# Style\n\n## Professional Objectivity\n\nPrioritize technical accuracy and truthfulness over validating the user's beliefs. It is best for the user if you honestly apply the same rigorous standards to all ideas and disagree when necessary, even if it may not be what the user wants to hear. Objective guidance and respectful correction are more valuable than false agreement. Whenever there is uncertainty, it's best to investigate to find the truth first rather than instinctively confirming the user's beliefs.\n\n## Tone\n\n- Be concise, direct, and to the point. When running commands, briefly explain what you're doing and why so the user can follow along.\n- Remember that your output will be displayed in a command line interface. Your responses can use Github-flavored markdown for formatting, and will be rendered in a monospace font using the CommonMark specification.\n- Output text to communicate with the user; all text you output outside of tool use is displayed to the user. Only use tools to complete tasks. Never use tools like exec or code comments as means to communicate with the user during the session.\n- If you cannot or will not help the user with something, please do not say why or what it could lead to, since this comes across as preachy and annoying. Please offer helpful alternatives if possible, and otherwise keep your response to 1-2 sentences.\n- Only use emojis if the user explicitly requests it. Avoid using emojis in all communication unless asked.\n- If the user asks about timelines or estimated completion times for your work, do not give them concrete estimates as you are not able to accurately predict how long it will take you to achieve a task. Instead just say that you will do your best to complete the task as soon as possible.\n- Avoid guessing. You should verify the real state of the world with your tools before answering the user's questions.\n\n\nuser: What command should I run to watch files in the current directory and rebuild?\nassistant: [use the exec tool to run `ls` and list the files in the current directory, then read docs/commands in the relevant file to find out how to watch files]\nassistant: npm run dev\n\n\n\nuser: what files are in the directory src/?\nassistant: [runs ls and sees foo.c, bar.c, baz.c]\nassistant: foo.c, bar.c, baz.c\nuser: which file contains the implementation of Foo?\nassistant: [reads foo.c]\nassistant: src/foo.c contains `struct Foo`, which implements [...]\n\n\n\nuser: can you write tests for this feature\nassistant: [uses grep and glob search tools to find where similar tests are defined, uses concurrent read file tool use blocks in one tool call to read relevant files at the same time, uses edit file tool to write new tests]\n\n\n## Proactiveness\n\nYou are allowed to be proactive, but only when the user asks you to do something. You should strive to strike a balance between:\n\n1. Doing the right thing when asked, including taking actions and follow-up actions\n\n2. Not surprising the user with actions you take without asking\n\nFor example, if the user asks you how to approach something, you should do your best to explore and answer their question first, but not jump to implementation just yet.\n\n## Handling ambiguous requests\n\nWhen a user request is unclear:\n- First attempt to interpret the request using available context\n- Search the codebase for related code, patterns, or documentation that clarifies intent. Also consider searching the web.\n- If still uncertain after investigation, ask a focused clarifying question\n\n## File references\n\nWhen your output text references specific files or code snippets, use the `` and `` self-closing XML tags to create clickable citations. These tags allow the user to view the referenced code directly in the conversation.\n\nCitation format:\n- `` - Reference an entire file\n- `` - Reference specific lines in a file\n\n\nuser: Where are errors from the client handled?\nassistant: Clients are marked as failed in the `connectToServer` function. \n\n\n\nuser: Can you show me the config file?\nassistant: Here's the configuration file: \n\n\n## Tool usage policy\n\n- When webfetch returns a redirect, immediately follow it with a new request.\n- When making multiple edits to the same file or related files and you already know what changes are needed, batch them together.\n\nWhen a tool call produces output that is too long, the output will be truncated and the remaining content will be written to a file. You will see a `` tag containing the path to the overflow file. You are responsible for reading this file if you need the full output.\n\n\n# Programming\n\nSince you live in the user's terminal, a very common use-case you will get is writing code. Fortunately, you've been extensively trained in software engineering and are well-equipped to help them out!\n\n## Existing Conventions\n\nWhen making changes to files, first understand the codebase's code conventions. Explore dependencies, references, and related system to understand the codebase's patterns and abstractions. Mimic code style, use existing libraries and utilities, and follow existing patterns.\n- NEVER assume that a given library is available, even if it is well known. Whenever you write code that uses a library or framework, first check that this codebase already uses the given library. For example, you might look at neighboring files, or check the package.json (or cargo.toml, and so on depending on the language). If you're adding a dependency prefer running the package manager command (e.g. npm add or cargo add) instead of editing the file.\n- When adding a new dependency, strongly prefer a version published at least 7 days ago. Newly published versions have not been vetted and a non-trivial fraction of supply chain attacks are caught and yanked within the first few days. Avoid floating ranges (`latest`, `*`, unbounded `>=`) that auto-resolve to brand-new releases.\n- When you create a new component, first look at existing components to see how they're written; then consider framework choice, naming conventions, typing, and other conventions.\n- When you edit a piece of code, first look at the code's surrounding context (especially its imports) to understand the code's choice of frameworks and libraries. Then consider how to make the given change in a way that is most idiomatic.\n- Always follow security best practices. Never introduce code that exposes or logs secrets and keys. Never commit secrets or keys to the repository. Never modify repository security policies or compliance controls (e.g. `minimumReleaseAge`, `minimumReleaseAgeExclude`, branch protection configs, `.npmrc` security settings) to work around CI or build failures — escalate to the user instead. Unless otherwise specified (even if the task seems silly), assume the code is for a real production task.\n\n## Code style\n\n- IMPORTANT: Do NOT add or remove comments unless asked! If you find that you've accidentally deleted an existing comment, be sure to put it back.\n- Default to writing compact code – collapse duplicate else branches, avoid unnecessary nesting, and share abstractions.\n- Follow idiomatic conventions for the language you're writing.\n- Avoid excessive & verbose error handling in your code. Errors should be handled, but not every line needs to be try/catched. Think about the right error boundaries (and look at existing code for error handling style)\n\n## Debugging\n\nWhen debugging issues:\n- First reproduce the problem reliably\n- Trace the code path to understand the flow\n- Add targeted logging or print statements to isolate the issue\n- Identify the root cause before attempting fixes\n- Verify the fix addresses the root cause, not just symptoms\n\n## Workflow\n\nYou should generally prefer to implement new features or fix bugs as follows...\n\n1. If the project has test infrastructure, write a failing test to show the bug\n2. Fix the bug\n3. Ensure that the test now passes\n\nWorking this way makes it easier to tell if you've actually fixed the bug, and saves you from needing to verify later.\n\n## Git\n\n### Creating commits\n1. Run in parallel: `git status`, `git diff`, `git log` (to match commit style)\n2. Draft a concise commit message focusing on \"why\" not \"what\". Check for sensitive info.\n3. Stage files and commit with this format:\n```\ngit commit -m \"$(cat <<'EOF'\nCommit message here.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>\nEOF\n)\"\n```\n4. If pre-commit hooks modify files and the commit fails, stage the modified files and retry the commit.\n\n### Creating pull requests\nUse `gh` for all GitHub operations. Run in parallel: `git status`, `git diff`, `git log`, `git diff main...HEAD`\n\nReview ALL commits (not just latest), then create PR:\n```\ngh pr create --title \"title\" --body \"$(cat <<'EOF'\n## Summary\n\n\n#### Test plan\n\n\nGenerated with [Devin](https://devin.ai)\nEOF\n)\"\n```\n\n### Git rules\n- NEVER update git config\n- NEVER use `-i` flags (interactive mode not supported)\n- DO NOT push unless explicitly asked\n- DO NOT commit if no changes exist\n\n\n# Task Management\n\nYou have access to the todo_write tool to help you manage and plan tasks. Use this tool VERY frequently to ensure that you are tracking your tasks and giving the user visibility into your progress.\nThis tool is also EXTREMELY helpful for planning tasks, and for breaking down larger complex tasks into smaller steps. If you do not use this tool when planning, you may forget to do important tasks - and that is unacceptable.\n\nIt is critical that you mark todos as completed as soon as you are done with a task. Do not batch up multiple tasks before marking them as completed.\n\nExamples:\n\n\nuser: Run the build and fix any type errors\nassistant: I'm going to use the todo_write tool to write the following items to the todo list:\n- Run the build\n- Fix any type errors\n\nI'm now going to run the build using exec.\n\nLooks like I found 10 type errors. I'm going to use the todo_write tool to write 10 items to the todo list.\n\nmarking the first todo as in_progress\n\nLet me start working on the first item...\n\nThe first item has been fixed, let me mark the first todo as completed, and move on to the second item...\n..\n..\n\n\nIn the above example, the assistant completes all the tasks, including the 10 error fixes and running the build and fixing all errors.\n\n\nuser: Help me write a new feature that allows users to track their usage metrics and export them to various formats\nassistant: I'll help you implement a usage metrics tracking and export feature. Let me first use the todo_write tool to plan this task.\nAdding the following todos to the todo list:\n1. Research existing metrics tracking in the codebase\n2. Design the metrics collection system\n3. Implement core metrics tracking functionality\n4. Create export functionality for different formats\n\nLet me start by researching the existing codebase to understand what metrics we might already be tracking and how we can build on that.\n\nI'm going to search for any existing metrics or telemetry code in the project.\n\nI've found some existing telemetry code. Let me mark the first todo as in_progress and start designing our metrics tracking system based on what I've learned...\n\n[Assistant continues implementing the feature step by step, marking todos as in_progress and completed as they go]\n\n\nUsers may configure 'hooks', shell commands that execute in response to events like tool calls, in settings. Treat feedback from hooks, including , as coming from the user. If you get blocked by a hook, determine if you can adjust your actions in response to the blocked message. If not, ask the user to check their hooks configuration.\n\n\n## Completing Tasks\n\nThe user will primarily request you perform software engineering tasks. This includes solving bugs, adding new functionality, refactoring code, explaining code, and more. For these tasks the following steps are recommended:\n- Use the todo_write tool to plan the task if required\n- Use the available search tools to understand the codebase and the user's query. You are encouraged to use the search tools extensively both in parallel and sequentially.\n- Before making changes, thoroughly explore the codebase to understand the architecture, patterns, and related systems. Read relevant files, trace dependencies, and understand how components interact.\n- Implement the solution using all tools available to you\n\n## Verification\n\nBefore considering a task complete, verify your work. Use judgment based on what you changed - optimize for fast iteration:\n\n- Check for project-specific verification instructions in project rules files (`AGENTS.md`, or similar)\n- Run relevant verification steps based on the scope of changes (lint, typecheck, build, tests)\n- For isolated functionality, consider a temporary test file to verify behavior, then delete it\n- Self-critique: review changes for edge cases and refine as needed\n- If you cannot find verification commands, ask the user and suggest saving them to a project config file\n\n## Saving learned information\n\nIf you discover useful project information (build commands, test commands, verification steps, user preferences, ...) that isn't already documented:\n- If a rules file exists (`AGENTS.md`, etc.), append to it\n- Otherwise, create `AGENTS.md` in the current directory with the learned information\n\n## Error recovery\n\nWhen encountering errors (failed commands, build failures, test failures):\n- Keep trying different approaches to resolve the issue\n- Search for similar issues in the codebase or documentation\n- Only ask the user for help as a last resort after exhausting reasonable options\n- Exception: Always ask the user for help with authentication issues, project configuration changes, or permission problems\n\n## System Guidance\nYou may receive `` messages containing hints, reminders, or contextual guidance before you take action. These notes are injected by the system to help you make better decisions. Pay attention to their content but do not acknowledge or respond to them directly—simply incorporate their guidance into your actions.\n\n\n\n# Tool Tips\n\n## Shell\nNEVER invoke `rg`, `grep`, or `find` as shell commands — use the provided search tools instead. They have been optimized for correct permissions and access.\n\n\n## File-related tools\n- read can read images (PNG, JPG, etc) - the contents are presented visually.\n- For Jupyter notebooks (.ipynb files), use notebook_read instead of read.\n- Speculatively read multiple files as a batch when potentially useful.\n- Do NOT create documentation files to describe your changes or plan. Exception: persistent project info files like `AGENTS.md` are allowed.\n\n\n# Safety\n\nIMPORTANT: Assist with defensive security tasks only. Refuse to create, modify, or improve code that may be used maliciously. Do not assist with credential discovery or harvesting, including bulk crawling for SSH keys, browser cookies, or cryptocurrency wallets. Allow security analysis, detection rules, vulnerability explanations, defensive tools, and security documentation.\n\nIMPORTANT: You must NEVER generate or guess URLs for the user unless you are confident that the URLs are for helping the user with programming. You may use URLs provided by the user in their messages or local files.\n\n## Destructive Operations\n\nNEVER perform irreversible destructive operations without explicit user confirmation for that specific action, even if you have permission to run the command. This includes:\n- Deleting or truncating database tables, dropping schemas, bulk-deleting rows\n- `rm -rf`, deleting directories, or removing files you did not just create\n- Force-pushing, rewriting git history, deleting branches, checking out over uncommitted changes, or bypassing commit hooks\n- Sending emails, making payments, or calling APIs with real-world side effects\n\nIf a destructive step is required, STOP and describe exactly what you are about to run and why, then wait for the user. Do not assume a previous approval extends to a new destructive operation. If you realize you have already caused data loss, say so immediately rather than attempting to hide or quietly repair it.\n\n\n\n## Available MCP Servers (for third-party tools)\n\n{\"servers\":[{\"name\":\"cloudflare\"},{\"name\":\"cloudflare-docs\"},{\"name\":\"playwright\"},{\"name\":\"cloudflare-bindings\"},{\"name\":\"cloudflare-builds\"},{\"name\":\"fff\",\"description\":\"FFF is a fast file finder with frecency-ranked results (frequent/recent files first, git-dirty files boosted).\\n\\n## Which Tool Should I Use?\\n\\n- **grep**: DEFAULT tool. Searches file CONTENTS -- definitions, usage, patterns. Use when you have a specific name or pattern.\\n- **find_files**: Explores which files/modules exist for a topic. Use when you DON'T have a specific identifier or LOOKING FOR A FILE.\\n- **multi_grep**: OR logic across multiple patterns. Use for case variants (e.g. ['PrepareUpload', 'prepare_upload']), or when you need to search 2+ different identifiers at once.\\n\\n## Core Rules\\n\\n### 1. Search BARE IDENTIFIERS only\\nGrep matches single lines. Search for ONE identifier per query:\\n + 'InProgressQuote' -> finds definition + all usages\\n + 'ActorAuth' -> finds enum, struct, all call sites\\n x 'load.*metadata.*InProgressQuote' -> regex spanning multiple tokens, 0 results\\n x 'ctx.data::' -> code syntax, too specific, 0 results\\n x 'struct ActorAuth' -> adding keywords narrows results, misses enums/traits/type aliases\\n x 'TODO.*#\\\\d+' -> complex regex, use simple 'TODO' then filter visually\\n\\n### 2. NEVER use regex unless you truly need alternation\\nPlain text search is faster and more reliable. Regex patterns like `.*`, `\\\\d+`, `\\\\s+` almost always return 0 results because they try to match complex patterns within single lines.\\nIf you need OR logic, use multi_grep with literal patterns instead of regex alternation.\\n\\n### 3. Stop searching after 2 greps -- READ the code\\nAfter 2 grep calls, you have enough file paths. Read the top result to understand the code.\\nDo NOT keep grepping with variations. More greps != better understanding.\\n\\n### 4. Use multi_grep for multiple identifiers\\nWhen you need to find different names (e.g. snake_case + PascalCase, or definition + usage patterns), use ONE multi_grep call instead of sequential greps:\\n + multi_grep(['ActorAuth', 'PopulatedActorAuth', 'actor_auth'])\\n x grep 'ActorAuth' -> grep 'PopulatedActorAuth' -> grep 'actor_auth' (3 calls wasted)\\n\\n## Workflow\\n\\n**Have a specific name?** -> grep the bare identifier.\\n**Need multiple name variants?** -> multi_grep with all variants in one call.\\n**Exploring a topic / finding files?** -> find_files.\\n**Got results?** -> Read the top file. Don't grep again.\\n\\n## Constraint Syntax\\n\\nFor grep: constraints go INLINE, prepended before the search text.\\nFor multi_grep: constraints go in the separate 'constraints' parameter.\\n\\nConstraints MUST match one of these formats:\\n Extension: '*.rs', '*.{ts,tsx}'\\n Directory: 'src/', 'quotes/'\\n Filename: 'schema.rs', 'src/main.rs'\\n Exclude: '!test/', '!*.spec.ts'\\n\\n! Bare words without extensions are NOT constraints. 'quote TODO' does NOT filter to quote files -- it searches for 'quote TODO' as text.\\n + 'schema.rs TODO' -> searches for 'TODO' in files schema.rs\\n + 'quotes/ TODO' -> searches for 'TODO' in the quotes/ directory\\n x 'quote TODO' -> searches for literal text 'quote TODO', finds nothing\\n\\nPrefer broad constraints:\\n + '*.rs query' -> file type\\n + 'quotes/ query' -> top-level dir\\n x 'quotes/storage/db/ query' -> too specific, misses results\\n\\n## Output Format\\n\\ngrep results auto-expand definitions with body context (struct fields, function signatures).\\nThis often provides enough information WITHOUT a follow-up Read call.\\nLines marked with | are definition body context. [def] marks definition files.\\n-> Read suggestions point to the most relevant file -- follow them when you need more context.\\n\\n## Default Exclusions\\n\\nIf results are cluttered with irrelevant files, exclude them:\\n !tests/ - exclude tests directory\\n !*.spec.ts - exclude test files\\n !generated/ - exclude generated code\"},{\"name\":\"cloudflare-observability\"}]}\n\nIMPORTANT: You MUST call `mcp_list_tools` for a server before calling `mcp_call_tool` on it. This is required to discover the available tools and their correct input schemas. Never guess tool names or arguments — always list tools first.\n","created_at":"2026-07-09T03:46:25.585502Z","finish_reason":null,"metrics":null},{"message_id":"e97550cd-8239-4d5c-a934-e6228fccf91c","node_id":19,"role":"system","content":"Available subagent profiles for the `run_subagent` tool. Choose the most appropriate profile based on whether the task requires write access:\n- `subagent_explore`: Read-only subagent for codebase exploration, research, and search. Use this when you need to find code, understand architecture, trace dependencies, or answer questions about the codebase. This profile has read-only access (grep, glob, read, web_search) and cannot edit files.\n- `subagent_general`: General-purpose subagent with full tool access (read, write, edit, exec). Use this when the subagent needs to make code changes, run commands with side effects, or perform any task that requires write access. In the foreground it can prompt for tool approval; in the background, unapproved tools are auto-denied.","created_at":"2026-07-09T03:46:25.585726Z","finish_reason":null,"metrics":null},{"message_id":"52865a86-fc39-4414-b555-d0fb9c917b05","node_id":20,"role":"system","content":"## Parallel tool calls\n\n- You have the capability to call multiple tools in a single response--when multiple independent pieces of information are requested, batch your tool calls together for optimal performance.\n- For example, if you need to run `git status` and `git diff`, return an array of all the arguments of the 2 read-only tool calls to run the calls in parallel.\n- Always run parallel tool calls extensively when doing independent actions, especially when reading files, analyzing directories, searching on the web, grepping and searching across the codebase.\n- Never perform dependent terminal commands or writes in parallel.","created_at":"2026-07-09T03:46:25.585716Z","finish_reason":null,"metrics":null},{"message_id":"84cac364-1045-400a-bc39-1eb9ebf07869","node_id":21,"role":"system","content":"You are powered by SWE-1.7 Lightning.","created_at":"2026-07-09T03:46:25.585702Z","finish_reason":null,"metrics":null},{"message_id":"1646911d-2b0a-4fb4-8175-e1e48349a966","node_id":22,"role":"system","content":"\nThe following information is automatically generated context about your current environment.\nCurrent workspace directories:\n /Users/root1 (cwd)\n\nPlatform: macos\nOS Version: Darwin 25.6.0\nToday's date: Wednesday, 2026-07-08\n\n","created_at":"2026-07-09T03:46:25.015591Z","finish_reason":null,"metrics":null},{"message_id":"c6671ec5-beba-4cdb-a516-e4094ccff88e","node_id":23,"role":"system","content":"\n\n\n\n\n\n# Agent Preferences\n\n- If I ever paste in a YouTube link, use yt-dlp to summarize the video.\n- get the autogenerrated captions to do this\n- if asked to summarize a YouTube video, do not name the session until after reading and understanding the full YouTube video transcript\n- for testing that involves urls, start with example.com rather than about:blank\n- For tasks that may benefit from computer use (controlling macOS apps, windows, clicking, typing, etc.), use the background-computer-use skill to control local macOS apps through the BackgroundComputerUse API\n- Secrets/tokens live in `~/.env` (e.g. `HF_TOKEN` for Hugging Face). Source it before use: `set -a; . ~/.env; set +a`\n\n## Cloudflare DNS management\n\nFor Cloudflare DNS management (adding/editing/deleting DNS records), use the **`cf` CLI** instead of `wrangler`.\nWrangler does not have DNS management capabilities, and its OAuth token doesn't work with the Cloudflare REST API for DNS operations.\n\n### Usage\n```bash\n# Check authentication status\ncf auth whoami\n\n# List DNS records for a zone\ncf dns records list -z aidenhuang.com\n\n# Add a DNS record\ncf dns records create -z aidenhuang.com --type CNAME --name devin --content \"target.example.com\" --proxied false\n\n# Delete a DNS record\ncf dns records delete -z aidenhuang.com \n```\n\nThe `cf` CLI uses the same OAuth authentication as `wrangler` and has proper DNS record permissions.\n\n## File search via fff MCP\n\nFor any file search or grep in the current git-indexed project directory, prefer the **fff** MCP tools\n(`mcp__fff__grep`, `mcp__fff__find_files`, `mcp__fff__multi_grep`) over the built-in grep/glob tools.\nfff is frecency-ranked, git-aware, and more token-efficient.\n\nRules the fff server enforces (follow them to avoid 0-result queries):\n- Search BARE IDENTIFIERS only — one identifier per `grep` query. No `load.*metadata.*Foo` style regex.\n- Don't use regex unless you truly need alternation; `.*`, `\\d+`, `\\s+` almost always return 0 results.\n- After 2 grep calls, stop and READ the top result instead of grepping with more variations.\n- Use `multi_grep` for OR logic across multiple identifiers (e.g. snake_case + PascalCase variants) in one call.\n- Have a specific name → `grep`. Exploring a topic / finding files → `find_files`.\n\nThe `fff-mcp` binary lives at `/Users/root1/.local/bin/fff-mcp` and is registered at user scope\nin `~/.config/devin/config.json`. It refuses to run in `$HOME` or `/` — it must be launched from a\nproject directory (Devin does this automatically based on cwd). Update with:\n`curl -fsSL https://raw.githubusercontent.com/dmtrKovalenko/fff.nvim/main/install-mcp.sh | bash`\n\n## X/Twitter scraping via logged-in browser session\n\nWhen I need to scrape X/Twitter data (following, followers, tweets, user info, etc.),\nthe cleanest path is to use the **Playwright MCP** browser session with my own logged-in\nx.com account, rather than spinning up twscrape's account-pool flow. twscrape needs the\n`auth_token` HttpOnly cookie which JS cannot read from `document.cookie`; the browser\nsession attaches all cookies automatically.\n\n### Flow\n1. `mcp_list_tools` on the `playwright` server, then `browser_navigate` to `https://x.com`.\n2. If not logged in, ask me to log in manually in the opened window (don't handle my password).\n3. Once on `https://x.com/home`, read `ct0` from `document.cookie`:\n `document.cookie.match(/ct0=([^;]+)/)[1]`\n4. Call X's GraphQL endpoints directly via `fetch()` inside `browser_evaluate`. Required headers:\n - `authorization: Bearer AAAAAAAAAAAAAAAAAAAAANRILgAAAAAAnNwIzUejRCOuH5E6I8xnZz4puTs%3D1Zv7ttfk8LF81IUq16cHjhLTvJu4FA33AGWWjCpTnA` (the public web-app bearer token)\n - `x-csrf-token: `\n - `x-twitter-auth-type: OAuth2Session`\n - `x-twitter-active-user: yes`\n - `content-type: application/json`\n5. Paginate timelines by reading `content.cursorType === \"Bottom\"` entries and passing\n the value back as `variables.cursor` until it stops changing.\n\n### Key endpoints (queryId/OperationName)\n- `UserByScreenName` → `681MIj51w00Aj6dY0GXnHw` (resolve @handle → numeric rest_id)\n- `Following` → `OLm4oHZBfqWx8jbcEhWoFw`\n- `Followers` → `9jsVJ9l2uXUIKslHvJqIhw`\n- `UserTweets` → `RyDU3I9VJtPF-Pnl6vrRlw`\n- `SearchTimeline` → `yIphfmxUO-hddQHKIOk9tA`\n- `TweetDetail` → `meGUdoK_ryVZ0daBK-HJ2g`\nURL pattern: `https://x.com/i/api/graphql//?variables=&features=`\n\n### Response schema notes (current X web build)\n- User objects now put `screen_name` / `name` under `core`, NOT `legacy.screen_name`.\n twscrape's parser still reads `legacy.screen_name` and returns empty — needs updating.\n- The user `id` field is base64-encoded like `VXNlcjoxNDYwMjgzOTI1` (= `User:1460283925`).\n Decode with `atob(u.id).split(':')[1]` to get the numeric rest_id. `u.rest_id` may also\n be present directly.\n- `is_blue_verified` is the verified flag. `legacy.followers_count`, `legacy.description`\n still exist under `legacy`.\n- Filter timeline entries by `content.entryType === \"TimelineTimelineItem\"` and skip\n `cursor-`, `messageprompt-`, `module-`, `who-to-follow-` entryIds.\n\n### Features dict\nUse the full `GQL_FEATURES` block from twscrape's `api.py` — without it X returns\n`(336) The following features cannot be null`. Pass it URL-encoded as the `features` param.\n\n### Where things live\n- Output CSV: `~/Downloads/utilities/sdand_following.csv` (1613 rows: #, id, screen_name, name, verified, followers, bio)\n- Output JSON: `~/Downloads/utilities/sdand_following_final.json` (double-encoded JSON string; parse with `json.loads(json.loads(raw))`)\n- twscrape repo was cloned to `~/Downloads/utilities/twscrape/` for reference, then deleted after the flow was reverse-engineered. Re-clone from https://github.com/vladkens/twscrape.git if needed.\n\n## Fast Whisper transcription on Modal (A10G)\n\nFor transcribing long-form audio/video (interviews, podcasts, X/Twitter videos), use the\nutility at `~/Downloads/utilities/whisper_x/whisper_transcribe.py`. It does the full\npipeline: URL → yt-dlp download → ffmpeg audio extract → Modal volume upload →\nfaster-whisper on A10G → JSON + TXT output. Validated at **2.3 min wall clock for 65 min\nof audio** (no caching at any layer).\n\n### Usage\nShell alias (defined in `~/.zshrc`): `whisper`\n```bash\n# Transcribe an X/Twitter video (picks first playlist item)\nwhisper \"https://x.com/.../status/123\"\n\n# Pick a specific playlist item, use a smaller model\nwhisper \"https://x.com/...\" --playlist-item 2 --model-size medium\n\n# Transcribe a local audio file\nwhisper /path/to/audio.mp3 --name my-podcast\n\n# Custom output dir + keep downloaded source\nwhisper \"https://...\" --outdir ./transcripts --keep-source\n```\nTranscript text goes to stdout (pipe with `| pbcopy`); structured JSON + readable TXT\nsaved to `/.json` and `/.txt`.\n\n### Key optimizations (vs naive T4 run that took 11.7 min)\n- **A10G GPU** (~8x fp16 throughput vs T4; Modal ~$0.60/hr vs ~$0.16/hr — pennies for short jobs)\n- **`BatchedInferencePipeline`** with `batch_size=16` — batches encoder/decoder across chunks (2-4x)\n- **`beam_size=1`** (greedy) — ~2x faster, negligible WER increase for conversational speech\n- **`vad_filter=True`** — skips silence segments\n- **`compute_type=\"float16\"`** — halves memory bandwidth\n- **No caching**: `force_build=True` on apt/pip steps + unique `download_root` per run forces\n fresh image rebuild + fresh HF model download every time\n\n### Pinned versions (must match)\n- `faster-whisper==1.1.1` (provides `BatchedInferencePipeline`)\n- `ctranslate2==4.8.0`\n- Base image: `nvidia/cuda:12.6.3-cudnn-runtime-ubuntu22.04` (provides `libcublas.so.12`;\n `debian_slim` fails with `RuntimeError: Library libcublas.so.12 is not found`)\n\n### Audio prep (done automatically by the utility)\n```bash\nffmpeg -y -i input.mp4 -vn -ac 1 -ar 16000 -c:a aac -b:a 64k audio.m4a\n```\nMono 16kHz 64kbps AAC — a 65-min video (151 MB stream) becomes ~35 MB audio.\n\n### X/Twitter download notes\n- Tweet URLs can contain **playlists** (multiple videos). Use `--playlist-item N` to pick one.\n- Always use `-f bestaudio/best` to avoid downloading multi-GB high-bitrate video streams.\n- A 65-min interview's video variant can be 2.8+ GB; audio-only is ~63 MB (128 kbps).\n\n### Where things live\n- Utility: `~/Downloads/utilities/whisper_x/whisper_transcribe.py`\n- Strategy doc: `~/Downloads/utilities/whisper_x/STRATEGY.md` (full optimization breakdown)\n- Modal app (standalone): `~/Downloads/utilities/whisper_x/transcribe_fast.py`\n- Modal volume: `whisper-audio` (created automatically; holds uploaded audio files)\n- Modal profile: `aidenhuang-personal` (workspace with GPU access)\n\n\n","created_at":"2026-07-09T03:46:25.586035Z","finish_reason":null,"metrics":null},{"message_id":"4eb6514b-93d7-40a3-8729-1dd67fe68b5b","node_id":24,"role":"user","content":"https://www.youtube.com/watch?v=3daDiSBGADI&pp=ugUEEgJlbg%3D%3D","created_at":"2026-07-09T03:47:05.233830Z","finish_reason":null,"metrics":null},{"message_id":"27d31f5f-677a-4121-8d3e-f2a4bdd505ab","node_id":25,"role":"system","content":"\nThe following skills can be invoked using the `skill` tool. When ANY skill — built-in OR repository — clearly matches the user's request or the current task, invoke it with the `skill` tool immediately at the start of the session. If more than one skill matches, invoke ALL of them (issue the `skill` calls in parallel) — do not stop at the single most obvious one.\n\n- **sandbox-sdk**: Build sandboxed applications for secure code execution. Load when building AI code execution, code interpreters, CI/CD systems, interactive dev environments, or executing untrusted code. Covers Sandbox SDK lifecycle, commands, files, code interpreter, and preview URLs. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/sandbox-sdk/SKILL.md)\n- **cloudflare-email-service**: Send and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). Use when building email sending (Workers binding or REST API), email routing, Agents SDK email handling, or integrating email into any app — Workers, Node.js, Python, Go, etc. Also use for email deliverability, SPF/DKIM/DMARC, wrangler email setup, MCP email tools, or when a coding agent needs to send emails. Even for simple requests like \"add email to my Worker\" — this skill has critical config details. (source: /Users/root1/.codeium/windsurf/skills/cloudflare-email-service/SKILL.md)\n- **workers-best-practices**: Reviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configuring wrangler.jsonc, or checking for common Workers anti-patterns (streaming, floating promises, global state, secrets, bindings, observability). Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/workers-best-practices/SKILL.md)\n- **background-computer-use**: Launch and use the local BackgroundComputerUse macOS runtime through its self-documenting loopback API. Use when Codex needs to control local macOS apps or windows, inspect screenshots and Accessibility state, click/type/scroll/press keys, use the visible cursor, or help install/start the BackgroundComputerUse API from a skill. (source: /Users/root1/.devin/skills/background-computer-use/SKILL.md)\n- **cloudflare**: Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/cloudflare/SKILL.md)\n- **cloudflare-one**: Guides Cloudflare One Zero Trust and SASE work across Access, Gateway, WARP, Tunnel, Cloudflare WAN, DLP, CASB, device posture, and identity. Use when designing, configuring, troubleshooting, or reviewing Cloudflare One deployments. Retrieval-first: use current Cloudflare docs/API schemas instead of embedded product docs. (source: /Users/root1/.claude/skills/cloudflare-one/SKILL.md)\n- **cloudflare-one-migrations**: Plans migrations from Zscaler ZIA/ZPA, Palo Alto, legacy VPN, SWG, or SASE stacks to Cloudflare One. Use for migration assessments, policy mapping, rollout plans, and parity/gap analysis. (source: /Users/root1/.config/devin/skills/cloudflare-one-migrations/SKILL.md)\n- **web-perf**: Analyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (LCP, INP, CLS) and supplementary metrics (FCP, TBT, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching issues, and accessibility gaps. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed. Biases towards retrieval from current documentation over pre-trained knowledge. (source: /Users/root1/.codeium/windsurf/skills/web-perf/SKILL.md)\n- **agents-sdk**: Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/agents-sdk/SKILL.md)\n- **durable-objects**: Create and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or reviewing DO code for best practices. Covers Workers integration, wrangler config, and testing with Vitest. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.claude/skills/durable-objects/SKILL.md)\n- **cloudflare-agent-setup**: (source: /Users/root1/.devin/skills/cloudflare-agent-setup/SKILL.md)\n- **turnstile-spin**: Set up Cloudflare Turnstile end-to-end in a project — scan the codebase, create the widget via the Cloudflare API, deploy the managed siteverify Worker, write the frontend snippets, validate, and persist the skill. Load this when a user asks to add Turnstile, set up CAPTCHA, protect a form from bots, or fix a Turnstile integration. Mirrors developers.cloudflare.com/turnstile/spin. (source: /Users/root1/.config/devin/skills/turnstile-spin/SKILL.md)\n- **wrangler**: Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.claude/skills/wrangler/SKILL.md)\n- **agents-sdk**: Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.claude/skills/agents-sdk/SKILL.md)\n- **cloudflare-one**: Guides Cloudflare One Zero Trust and SASE work across Access, Gateway, WARP, Tunnel, Cloudflare WAN, DLP, CASB, device posture, and identity. Use when designing, configuring, troubleshooting, or reviewing Cloudflare One deployments. Retrieval-first: use current Cloudflare docs/API schemas instead of embedded product docs. (source: /Users/root1/.config/devin/skills/cloudflare-one/SKILL.md)\n- **workers-best-practices**: Reviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configuring wrangler.jsonc, or checking for common Workers anti-patterns (streaming, floating promises, global state, secrets, bindings, observability). Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/workers-best-practices/SKILL.md)\n- **sandbox-sdk**: Build sandboxed applications for secure code execution. Load when building AI code execution, code interpreters, CI/CD systems, interactive dev environments, or executing untrusted code. Covers Sandbox SDK lifecycle, commands, files, code interpreter, and preview URLs. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/sandbox-sdk/SKILL.md)\n- **cloudflare**: Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.codeium/windsurf/skills/cloudflare/SKILL.md)\n- **cloudflare-one-migrations**: Plans migrations from Zscaler ZIA/ZPA, Palo Alto, legacy VPN, SWG, or SASE stacks to Cloudflare One. Use for migration assessments, policy mapping, rollout plans, and parity/gap analysis. (source: /Users/root1/.agents/skills/cloudflare-one-migrations/SKILL.md)\n- **cloudflare-email-service**: Send and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). Use when building email sending (Workers binding or REST API), email routing, Agents SDK email handling, or integrating email into any app — Workers, Node.js, Python, Go, etc. Also use for email deliverability, SPF/DKIM/DMARC, wrangler email setup, MCP email tools, or when a coding agent needs to send emails. Even for simple requests like \"add email to my Worker\" — this skill has critical config details. (source: /Users/root1/.config/devin/skills/cloudflare-email-service/SKILL.md)\n- **turnstile-spin**: Set up Cloudflare Turnstile end-to-end in a project — scan the codebase, create the widget via the Cloudflare API, deploy the managed siteverify Worker, write the frontend snippets, validate, and persist the skill. Load this when a user asks to add Turnstile, set up CAPTCHA, protect a form from bots, or fix a Turnstile integration. Mirrors developers.cloudflare.com/turnstile/spin. (source: /Users/root1/.agents/skills/turnstile-spin/SKILL.md)\n- **web-perf**: Analyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (LCP, INP, CLS) and supplementary metrics (FCP, TBT, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching issues, and accessibility gaps. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed. Biases towards retrieval from current documentation over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/web-perf/SKILL.md)\n- **durable-objects**: Create and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or reviewing DO code for best practices. Covers Workers integration, wrangler config, and testing with Vitest. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/durable-objects/SKILL.md)\n- **find-skills**: Helps users discover and install agent skills when they ask questions like \"how do I do X\", \"find a skill for X\", \"is there a skill that can...\", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill. (source: /Users/root1/.agents/skills/find-skills/SKILL.md)\n- **wrangler**: Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.config/devin/skills/wrangler/SKILL.md)\n- **devin-cli**: Look up Devin CLI documentation (skills, extensibility, configuration, commands, models, troubleshooting) (source: /Users/root1/.local/share/devin/cli/_versions/3000.1.27/share/devin/docs)\n- **declarative-repo-setup**: Generate and verify a working environment.yaml (Devin snapshot-setup blueprint) for a repo (source: builtin:drs)\n","created_at":"2026-07-09T03:47:05.234534Z","finish_reason":null,"metrics":null},{"message_id":"49314017-5a2a-441d-964c-f1166eeabc23","node_id":27,"role":"assistant","content":"","tool_calls":[{"id":"functions.todo_write:0","name":"todo_write","arguments":{"todos":[{"content":"Download auto-generated captions for the YouTube video","status":"in_progress"},{"content":"Read and understand the full transcript","status":"pending"},{"content":"Summarize the video content","status":"pending"}]}}],"thinking":"The user pasted a YouTube link. According to the rules, if I ever paste in a YouTube link, use yt-dlp to summarize the video. Wait, the rule says \"If I ever paste in a YouTube link\" - but the user pasted it. Let me re-read: \"If I ever paste in a YouTube link, use yt-dlp to summarize the video.\" Actually it says \"If I ever paste\" which might mean if the user pastes. The context is the user just sent a YouTube URL. The rules also say \"get the autogenerrated captions to do this\" and \"if asked to summarize a YouTube video, do not name the session until after reading and understanding the full YouTube video transcript\".\n\nSo I should summarize this YouTube video using yt-dlp to get captions. The URL is https://www.youtube.com/watch?v=3daDiSBGADI&pp=ugUEEgJlbg%3D%3D\n\nI need to:\n1. Use yt-dlp to download/extract captions\n2. Read and understand the full transcript\n3. Then summarize\n4. Do not name the session until after reading and understanding the full transcript\n\nLet me use yt-dlp. First I should check if yt-dlp is available. I'll run a command to use yt-dlp to get the transcript. I can use yt-dlp to list subtitles and then download them.\n\nActually, the rules mention a whisper utility for transcribing, but for YouTube videos, yt-dlp can get auto-generated captions. Let me use yt-dlp.\n\nLet me check the system. This is macOS. I should use exec to run yt-dlp. But first, let me verify the tool. I don't need to ask questions. I should proceed to get the captions and summarize.\n\nSteps:\n1. Use yt-dlp to list available subtitles for the video\n2. Download the auto-generated captions (probably English)\n3. Read the transcript\n4. Summarize\n\nLet me run yt-dlp commands. But note: \"if asked to summarize a YouTube video, do not name the session until after reading and understanding the full YouTube video transcript\" - this means I shouldn't set a session title/name yet. That's fine, I don't need to.\n\nLet me also consider the todo list since this is a multi-step task. But actually it's relatively straightforward. I'll just proceed without todo or maybe create one. The task involves multiple steps, so I should use todo_write.\n\nActually, the instructions say use todo_write for multi-step tasks. This is a multi-step task:\n1. Download captions with yt-dlp\n2. Read transcript\n3. Summarize\n\nLet me create the todo list. But first, I should invoke any relevant skills. None of the available skills are about YouTube summarization directly. The devin-cli skill might have docs but it's not necessary. There's no skill for yt-dlp or YouTube. So I'll proceed without invoking skills.\n\nWait, the available skills list doesn't include a YouTube skill. So no skill to invoke.\n\nLet me do this:\n- todo_write with 3 tasks\n- exec to download captions\n\nFirst, I need to know the current directory and set up. Let me run commands.\n\nActually, I should check if yt-dlp is installed first. Let me run `which yt-dlp` and `yt-dlp --version` in parallel, or just run the list subtitles command and see.\n\nCommand to list subtitles:\n`yt-dlp --list-subs \"https://www.youtube.com/watch?v=3daDiSBGADI&pp=ugUEEgJlbg%3D%3D\"`\n\nOr to download captions only:\n`yt-dlp --skip-download --write-subs --write-auto-subs --sub-langs en --sub-format srt --output \"transcript.%(ext)s\" \"URL\"`\n\nBut auto-generated captions might be in json3 or ttml format. Let me list first.\n\nAlso note the rule says \"get the autogenerrated captions to do this\" - auto-generated captions. So I should use --write-auto-subs.\n\nLet me proceed. I'll create a temporary file in a working directory. The cwd is /Users/root1. I could create a temp dir or just use /tmp. But to be safe, let me use a temp directory.\n\nAlso need to be careful about not naming the session. The session is the conversation; I shouldn't call it anything specific until after reading. I don't need to do that anyway.\n\nLet me start.","created_at":"2026-07-09T03:47:07.928970Z","finish_reason":"tool_calls","metrics":{"ttft_ms":646,"total_time_ms":2385,"input_tokens":6636,"output_tokens":1008,"cache_read_tokens":10624,"cache_creation_tokens":null,"tpot_ms":1.7251984126984128,"tokens_per_sec":579.6434732604946}},{"message_id":"7233dc9c-f230-4c41-a765-6c28534652a9","node_id":28,"role":"tool","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable\nCurrent todo list:\n1. [~] Download auto-generated captions for the YouTube video [in_progress]\n2. [ ] Read and understand the full transcript [pending]\n3. [ ] Summarize the video content [pending]\n","created_at":"2026-07-09T03:47:07.929486Z","finish_reason":null,"metrics":null},{"message_id":"ed513316-4152-41e6-ba07-696d89e12a46","node_id":30,"role":"assistant","content":"","tool_calls":[{"id":"functions.exec:1","name":"exec","arguments":{"command":"which yt-dlp && yt-dlp --version","timeout":10000}}],"thinking":"Now let me check if yt-dlp is available and list subtitles. I'll run yt-dlp commands. Use exec.","created_at":"2026-07-09T03:47:08.582900Z","finish_reason":"tool_calls","metrics":{"ttft_ms":525,"total_time_ms":652,"input_tokens":1210,"output_tokens":57,"cache_read_tokens":17152,"cache_creation_tokens":null,"tpot_ms":2.2280701754385963,"tokens_per_sec":448.81889763779526}},{"message_id":"c6155b44-601a-46e6-82d7-c9fd06181447","node_id":31,"role":"tool","content":"Output from command in shell 0dfeeb:\n/Library/Frameworks/Python.framework/Versions/3.12/bin/yt-dlp\n2025.12.08\n\n\nExit code: 0","created_at":"2026-07-09T03:47:08.892347Z","finish_reason":null,"metrics":null},{"message_id":"7856dd33-9c51-4e1d-84f3-ff03c245550c","node_id":33,"role":"assistant","content":"","tool_calls":[{"id":"functions.exec:2","name":"exec","arguments":{"command":"mkdir -p /tmp/ytsum && cd /tmp/ytsum && yt-dlp --skip-download --write-auto-subs --sub-langs en --sub-format srt --output \"video.%(ext)s\" \"https://www.youtube.com/watch?v=3daDiSBGADI&pp=ugUEEgJlbg%3D%3D\"","timeout":60000}}],"thinking":"yt-dlp is available. Now I'll list the available subtitles and download the auto-generated English captions. I can do list and download in sequence. Let me first list to see what's available, but I can also just download directly. To be safe and see the options, I'll list. Then I'll download.\n\nActually I can just run the download command with --list-subs to see and write at the same time? No, list-subs doesn't download. Let me just download directly into a temp file. Use `/tmp` or a directory under cwd. The cwd is /Users/root1. I'll create a temp directory and download there.\n\nCommand:\n`mkdir -p /tmp/ytsum && cd /tmp/ytsum && yt-dlp --skip-download --write-auto-subs --sub-langs en --sub-format srt --output \"video.%(ext)s\" \"https://www.youtube.com/watch?v=3daDiSBGADI&pp=ugUEEgJlbg%3D%3D\"`\n\nThis should produce video.en.srt or similar. If not srt, may produce ttml or vtt. Let me try.\n\nWait, --sub-format srt may not be available for auto subs? yt-dlp can convert. I think it will produce .srt. Let me try.\n\nAlso might need to handle the URL parameter. Use quotes.\n\nLet me run.","created_at":"2026-07-09T03:47:09.995352Z","finish_reason":"tool_calls","metrics":{"ttft_ms":494,"total_time_ms":1102,"input_tokens":170,"output_tokens":382,"cache_read_tokens":18304,"cache_creation_tokens":null,"tpot_ms":1.5916230366492146,"tokens_per_sec":628.2894736842105}},{"message_id":"0e0bb8f2-1621-421f-92b9-f635c2066b24","node_id":34,"role":"tool","content":"Output from command in shell 9cd794:\nWARNING: Your yt-dlp version (2025.12.08) is older than 90 days!\n It is strongly recommended to always use the latest version.\n You installed yt-dlp with pip or using the wheel from PyPi; Use that to update.\n To suppress this warning, add --no-update to your command/config.\n[youtube] Extracting URL: https://www.youtube.com/watch?v=3daDiSBGADI&pp=ugUEEgJlbg%3D%3D\n[youtube] 3daDiSBGADI: Downloading webpage\n[youtube] 3daDiSBGADI: Downloading tv client config\n[youtube] 3daDiSBGADI: Downloading player ecd4b80a-main\n[youtube] 3daDiSBGADI: Downloading tv player API JSON\n[youtube] 3daDiSBGADI: Downloading android sdkless player API JSON\n[youtube] [jsc:deno] Solving JS challenges using deno\nWARNING: [youtube] [jsc] Remote components challenge solver script (deno) and NPM package (deno) were skipped. These may be required to solve JS challenges. You can enable these downloads with --remote-components ejs:github (recommended) or --remote-components ejs:npm , respectively. For more information and alternatives, refer to https://github.com/yt-dlp/yt-dlp/wiki/EJS\nWARNING: [youtube] 3daDiSBGADI: n challenge solving failed: Some formats may be missing. Ensure you have a supported JavaScript runtime and challenge solver script distribution installed. Review any warnings presented before this message. For more details, refer to https://github.com/yt-dlp/yt-dlp/wiki/EJS\n[info] 3daDiSBGADI: Downloading subtitles: en\n[info] 3daDiSBGADI: Downloading 1 format(s): 139-15\n[info] Writing video subtitles to: video.en.srt\n[download] Destination: video.en.srt\n\r[download] 1.00KiB at Unknown B/s (00:00:00)\r[download] 3.00KiB at 2.72MiB/s (00:00:00)\r[download] 7.00KiB at 4.97MiB/s (00:00:00)\r[download] 15.00KiB at 5.18MiB/s (00:00:00)\r[download] 31.00KiB at 3.42MiB/s (00:00:00)\r[download] 35.87KiB at 2.30MiB/s (00:00:00)\r[download] 100% of 35.87KiB in 00:00:00 at 336.11KiB/s\n\n\nExit code: 0","created_at":"2026-07-09T03:47:12.488018Z","finish_reason":null,"metrics":null},{"message_id":"51d69430-4321-4cf1-91fe-7cbb960b787b","node_id":36,"role":"assistant","content":"","tool_calls":[{"id":"functions.read:3","name":"read","arguments":{"file_path":"/tmp/ytsum/video.en.srt"}}],"thinking":"It downloaded subtitles to /tmp/ytsum/video.en.srt. The file is 35.87 KiB. Now I need to read and understand the full transcript. Let me read the file.","created_at":"2026-07-09T03:47:13.126504Z","finish_reason":"tool_calls","metrics":{"ttft_ms":533,"total_time_ms":637,"input_tokens":1085,"output_tokens":66,"cache_read_tokens":18432,"cache_creation_tokens":null,"tpot_ms":1.5757575757575757,"tokens_per_sec":634.6153846153845}},{"message_id":"fce8efaa-cda7-459a-9beb-ef674d00cd9d","node_id":37,"role":"tool","content":"\n 1|1\n 2|00:00:00,000 --> 00:00:02,480\n 3|This is a video I should have made a\n 4|\n 5|2\n 6|00:00:01,040 --> 00:00:04,000\n 7|week ago, but I forgot. So, you've been\n 8|\n 9|3\n 10|00:00:02,480 --> 00:00:06,160\n 11|watching Siege Pro League and you have\n 12|\n 13|4\n 14|00:00:04,000 --> 00:00:08,000\n 15|no idea why the matches matter. You have\n 16|\n 17|5\n 18|00:00:06,160 --> 00:00:09,679\n 19|no idea why matches suddenly go from BO1\n 20|\n 21|6\n 22|00:00:08,000 --> 00:00:11,599\n 23|to BO3 and you have no idea the\n 24|\n 25|7\n 26|00:00:09,679 --> 00:00:13,200\n 27|importance of which matches cause you to\n 28|\n 29|8\n 30|00:00:11,599 --> 00:00:14,719\n 31|qualify for events or not. Well, today\n 32|\n 33|9\n 34|00:00:13,200 --> 00:00:16,560\n 35|I'm going to explain exactly that and\n 36|\n 37|10\n 38|00:00:14,719 --> 00:00:18,320\n 39|explaining the playoff format for\n 40|\n 41|11\n 42|00:00:16,560 --> 00:00:20,880\n 43|ProLeague. Here we go. So, a regular pro\n 44|\n 45|12\n 46|00:00:18,320 --> 00:00:23,600\n 47|league stage, unlike kickoff, which had\n 48|\n 49|13\n 50|00:00:20,880 --> 00:00:25,279\n 51|two groups of teams, a regular pro\n 52|\n 53|14\n 54|00:00:23,600 --> 00:00:27,439\n 55|league stage is every single team\n 56|\n 57|15\n 58|00:00:25,279 --> 00:00:30,000\n 59|playing up against each other in a\n 60|\n 61|16\n 62|00:00:27,439 --> 00:00:31,599\n 63|regular group stage and best of one. So,\n 64|\n 65|17\n 66|00:00:30,000 --> 00:00:33,680\n 67|that's where all the matches round\n 68|\n 69|18\n 70|00:00:31,599 --> 00:00:35,280\n 71|robin, every team plays, every team for\n 72|\n 73|19\n 74|00:00:33,680 --> 00:00:38,320\n 75|best of one for points in order to\n 76|\n 77|20\n 78|00:00:35,280 --> 00:00:40,399\n 79|secure spots in playoffs via the top 16.\n 80|\n 81|21\n 82|00:00:38,320 --> 00:00:42,079\n 83|So, the top six teams at the end of each\n 84|\n 85|22\n 86|00:00:40,399 --> 00:00:44,160\n 87|round robin stage have eventually\n 88|\n 89|23\n 90|00:00:42,079 --> 00:00:46,399\n 91|qualified into the playoff bracket. in\n 92|\n 93|24\n 94|00:00:44,160 --> 00:00:48,480\n 95|playoffs is essentially where you\n 96|\n 97|25\n 98|00:00:46,399 --> 00:00:50,000\n 99|qualify for the event following the\n 100|\n 101|26\n 102|00:00:48,480 --> 00:00:51,360\n 103|stage or not. For this stage of Pro\n 104|\n 105|27\n 106|00:00:50,000 --> 00:00:53,039\n 107|League, it's going to be the esports\n 108|\n 109|28\n 110|00:00:51,360 --> 00:00:54,719\n 111|World Cup. It's a third party non\n 112|\n 113|29\n 114|00:00:53,039 --> 00:00:56,640\n 115|Ubisoft tournament. And although there\n 116|\n 117|30\n 118|00:00:54,719 --> 00:00:58,640\n 119|are no SI points on the line for\n 120|\n 121|31\n 122|00:00:56,640 --> 00:01:00,960\n 123|placement at EWC, placement within the\n 124|\n 125|32\n 126|00:00:58,640 --> 00:01:03,520\n 127|domestic pro leagues like NA, EU, and\n 128|\n 129|33\n 130|00:01:00,960 --> 00:01:05,680\n 131|Brazil do actually get you those points.\n 132|\n 133|34\n 134|00:01:03,520 --> 00:01:08,479\n 135|And then actually winning EWC does\n 136|\n 137|35\n 138|00:01:05,680 --> 00:01:11,200\n 139|autoqualify you for SI. For the playoffs\n 140|\n 141|36\n 142|00:01:08,479 --> 00:01:14,240\n 143|format, the top four teams from the\n 144|\n 145|37\n 146|00:01:11,200 --> 00:01:16,320\n 147|group stage end up in the upper bracket\n 148|\n 149|38\n 150|00:01:14,240 --> 00:01:18,159\n 151|of playoffs. And essentially the way\n 152|\n 153|39\n 154|00:01:16,320 --> 00:01:21,360\n 155|playoffs works is you just need to win\n 156|\n 157|40\n 158|00:01:18,159 --> 00:01:24,400\n 159|one best of three in order to make it to\n 160|\n 161|41\n 162|00:01:21,360 --> 00:01:26,320\n 163|the event. The lower five and six seated\n 164|\n 165|42\n 166|00:01:24,400 --> 00:01:27,680\n 167|teams from here land in the lower\n 168|\n 169|43\n 170|00:01:26,320 --> 00:01:29,200\n 171|bracket, which just means if you're top\n 172|\n 173|44\n 174|00:01:27,680 --> 00:01:30,400\n 175|four seated, you have two lives, two\n 176|\n 177|45\n 178|00:01:29,200 --> 00:01:32,000\n 179|chances, and if you're lower bracket,\n 180|\n 181|46\n 182|00:01:30,400 --> 00:01:33,920\n 183|you have one chance. Now, obviously, the\n 184|\n 185|47\n 186|00:01:32,000 --> 00:01:36,799\n 187|rest of playoffs you will play to get\n 188|\n 189|48\n 190|00:01:33,920 --> 00:01:39,119\n 191|more SI points and higher prize pool. SI\n 192|\n 193|49\n 194|00:01:36,799 --> 00:01:41,840\n 195|points will increase by increments of 50\n 196|\n 197|50\n 198|00:01:39,119 --> 00:01:43,520\n 199|up to 100 for first place in the league.\n 200|\n 201|51\n 202|00:01:41,840 --> 00:01:44,880\n 203|So, it's no small feat, but definitely\n 204|\n 205|52\n 206|00:01:43,520 --> 00:01:47,360\n 207|the most important objective here for\n 208|\n 209|53\n 210|00:01:44,880 --> 00:01:49,280\n 211|these teams are going to be making EWC.\n 212|\n 213|54\n 214|00:01:47,360 --> 00:01:51,040\n 215|Let's start off with EU and explaining\n 216|\n 217|55\n 218|00:01:49,280 --> 00:01:53,600\n 219|the teams that have played in playoffs.\n 220|\n 221|56\n 222|00:01:51,040 --> 00:01:55,600\n 223|So, in EU, the number one team was G2\n 224|\n 225|57\n 226|00:01:53,600 --> 00:01:58,079\n 227|Esports undefeated and then following\n 228|\n 229|58\n 230|00:01:55,600 --> 00:02:00,079\n 231|that is second place, Verdice Pro, GK,\n 232|\n 233|59\n 234|00:01:58,079 --> 00:02:02,159\n 235|Team Falcons, Fanatic, and Rebels Gaming\n 236|\n 237|60\n 238|00:02:00,079 --> 00:02:03,439\n 239|in regular season standing. Now,\n 240|\n 241|61\n 242|00:02:02,159 --> 00:02:05,600\n 243|unfortunately, cuz I was supposed to\n 244|\n 245|62\n 246|00:02:03,439 --> 00:02:07,520\n 247|cover this last week, EU playoffs have\n 248|\n 249|63\n 250|00:02:05,600 --> 00:02:10,319\n 251|already concluded play days 1 and two,\n 252|\n 253|64\n 254|00:02:07,520 --> 00:02:12,160\n 255|G2 ended up falling to team Falcons, aka\n 256|\n 257|65\n 258|00:02:10,319 --> 00:02:14,560\n 259|Shyo ended up losing to his old teams\n 260|\n 261|66\n 262|00:02:12,160 --> 00:02:16,959\n 263|when the major or the EWC qualification\n 264|\n 265|67\n 266|00:02:14,560 --> 00:02:18,879\n 267|was on the line 2-1 where they face\n 268|\n 269|68\n 270|00:02:16,959 --> 00:02:20,879\n 271|Fnatic in the lower bracket, the fifth\n 272|\n 273|69\n 274|00:02:18,879 --> 00:02:22,640\n 275|place team. Fnatic ended up being their\n 276|\n 277|70\n 278|00:02:20,879 --> 00:02:24,400\n 279|worst nightmare in a sort of way in a\n 280|\n 281|71\n 282|00:02:22,640 --> 00:02:26,560\n 283|barn burner match. It went all three\n 284|\n 285|72\n 286|00:02:24,400 --> 00:02:28,560\n 287|maps, essentially as close as each map\n 288|\n 289|73\n 290|00:02:26,560 --> 00:02:30,160\n 291|could go, 12 rounds minimum each map.\n 292|\n 293|74\n 294|00:02:28,560 --> 00:02:32,319\n 295|and Fnatic ended up taking the win over\n 296|\n 297|75\n 298|00:02:30,160 --> 00:02:35,200\n 299|G2 qualifying for WC as well which means\n 300|\n 301|76\n 302|00:02:32,319 --> 00:02:37,519\n 303|G2 is no longer able to qualify for the\n 304|\n 305|77\n 306|00:02:35,200 --> 00:02:39,120\n 307|event whatsoever and they are completely\n 308|\n 309|78\n 310|00:02:37,519 --> 00:02:40,640\n 311|out there. Stage is over and they have\n 312|\n 313|79\n 314|00:02:39,120 --> 00:02:42,640\n 315|to look forwards to stage two and the\n 316|\n 317|80\n 318|00:02:40,640 --> 00:02:45,280\n 319|Osaka major. Verdice Pro qualifies\n 320|\n 321|81\n 322|00:02:42,640 --> 00:02:46,800\n 323|against GK esports but then GK drop to\n 324|\n 325|82\n 326|00:02:45,280 --> 00:02:48,959\n 327|the lower bracket and end up beating\n 328|\n 329|83\n 330|00:02:46,800 --> 00:02:51,280\n 331|Rebels. Now the remaining teams in the\n 332|\n 333|84\n 334|00:02:48,959 --> 00:02:53,760\n 335|top four of EU in playoffs are going to\n 336|\n 337|85\n 338|00:02:51,280 --> 00:02:55,920\n 339|be team Falcons versus Pro Fanatic and\n 340|\n 341|86\n 342|00:02:53,760 --> 00:02:58,640\n 343|GK. Team Falcons had a rough beginning\n 344|\n 345|87\n 346|00:02:55,920 --> 00:03:01,280\n 347|of the regular stage after dropping Chao\n 348|\n 349|88\n 350|00:02:58,640 --> 00:03:03,360\n 351|in favor of June. And a lot of people\n 352|\n 353|89\n 354|00:03:01,280 --> 00:03:05,440\n 355|had the story line with how well G2 did\n 356|\n 357|90\n 358|00:03:03,360 --> 00:03:06,800\n 359|during the regular stage that the G2 won\n 360|\n 361|91\n 362|00:03:05,440 --> 00:03:09,040\n 363|the exchange. Clearly an event\n 364|\n 365|92\n 366|00:03:06,800 --> 00:03:10,640\n 367|qualification or at what actually ends\n 368|\n 369|93\n 370|00:03:09,040 --> 00:03:11,840\n 371|up mattering during the playoffs which\n 372|\n 373|94\n 374|00:03:10,640 --> 00:03:13,599\n 375|is competing in international\n 376|\n 377|95\n 378|00:03:11,840 --> 00:03:15,280\n 379|tournament. Falcons have surpassed their\n 380|\n 381|96\n 382|00:03:13,599 --> 00:03:17,200\n 383|counterpart G2. Following that\n 384|\n 385|97\n 386|00:03:15,280 --> 00:03:19,519\n 387|storyline, British Pro again super\n 388|\n 389|98\n 390|00:03:17,200 --> 00:03:21,040\n 391|consistent in EU. They play a slow phase\n 392|\n 393|99\n 394|00:03:19,519 --> 00:03:23,200\n 395|clan like Shopify rebellion like play\n 396|\n 397|100\n 398|00:03:21,040 --> 00:03:24,640\n 399|style and an aggressive region like EU.\n 400|\n 401|101\n 402|00:03:23,200 --> 00:03:26,480\n 403|They fill the niche perfectly and they\n 404|\n 405|102\n 406|00:03:24,640 --> 00:03:28,080\n 407|dominate basically anyone they come in\n 408|\n 409|103\n 410|00:03:26,480 --> 00:03:30,159\n 411|contact with. Fanatic and G are the big\n 412|\n 413|104\n 414|00:03:28,080 --> 00:03:31,760\n 415|breakout stars this year in the playoffs\n 416|\n 417|105\n 418|00:03:30,159 --> 00:03:33,680\n 419|though. Fnatic rebuilding their team\n 420|\n 421|106\n 422|00:03:31,760 --> 00:03:36,080\n 423|getting Smith and Citizen. Citizen, a\n 424|\n 425|107\n 426|00:03:33,680 --> 00:03:37,920\n 427|player often criticized for his roles in\n 428|\n 429|108\n 430|00:03:36,080 --> 00:03:39,440\n 431|kind of downgrading teams and lowering\n 432|\n 433|109\n 434|00:03:37,920 --> 00:03:40,959\n 435|their quality with his rumored low\n 436|\n 437|110\n 438|00:03:39,440 --> 00:03:42,640\n 439|mental fortitude. Seems to have made a\n 440|\n 441|111\n 442|00:03:40,959 --> 00:03:45,040\n 443|complete 180 with Fnatic and with the\n 444|\n 445|112\n 446|00:03:42,640 --> 00:03:46,640\n 447|new cheese shield player Smith on their\n 448|\n 449|113\n 450|00:03:45,040 --> 00:03:48,720\n 451|team, they take down E2. One of the\n 452|\n 453|114\n 454|00:03:46,640 --> 00:03:50,959\n 455|biggest upsets ever in pro league who\n 456|\n 457|115\n 458|00:03:48,720 --> 00:03:53,200\n 459|end up making it into the event. GK\n 460|\n 461|116\n 462|00:03:50,959 --> 00:03:55,760\n 463|Esports also do a complete overhaul\n 464|\n 465|117\n 466|00:03:53,200 --> 00:03:58,239\n 467|bringing over NA talent like Yaga, Ruby,\n 468|\n 469|118\n 470|00:03:55,760 --> 00:04:00,159\n 471|and Upor. These are former players from\n 472|\n 473|119\n 474|00:03:58,239 --> 00:04:02,319\n 475|100 Thieves and the Heretics rosters\n 476|\n 477|120\n 478|00:04:00,159 --> 00:04:04,319\n 479|that qualified for the six Invitational\n 480|\n 481|121\n 482|00:04:02,319 --> 00:04:06,159\n 483|through tier 2 qualifiers and they were\n 484|\n 485|122\n 486|00:04:04,319 --> 00:04:08,000\n 487|definitely a big surprise this stage\n 488|\n 489|123\n 490|00:04:06,159 --> 00:04:09,840\n 491|onto the big four in EU, which I would\n 492|\n 493|124\n 494|00:04:08,000 --> 00:04:11,439\n 495|consider from kickoff to be G2, Vertus\n 496|\n 497|125\n 498|00:04:09,840 --> 00:04:13,360\n 499|Pro, Falcons, and Twisted B. It was\n 500|\n 501|126\n 502|00:04:11,439 --> 00:04:15,599\n 503|really surprising to see half of them\n 504|\n 505|127\n 506|00:04:13,360 --> 00:04:17,519\n 507|essentially not make the event with GK\n 508|\n 509|128\n 510|00:04:15,599 --> 00:04:19,759\n 511|and Fnatic taking their place. Now\n 512|\n 513|129\n 514|00:04:17,519 --> 00:04:22,400\n 515|moving on to North America. The top six\n 516|\n 517|130\n 518|00:04:19,759 --> 00:04:24,639\n 519|teams are going to be in order. M80.\n 520|\n 521|131\n 522|00:04:22,400 --> 00:04:26,240\n 523|What an undefeated state. Dark Zero, the\n 524|\n 525|132\n 526|00:04:24,639 --> 00:04:28,479\n 527|reigning defending Salt Lake City\n 528|\n 529|133\n 530|00:04:26,240 --> 00:04:30,960\n 531|champions. Wildcard, 100 Thieves,\n 532|\n 533|134\n 534|00:04:28,479 --> 00:04:34,000\n 535|Shopify Rebellion, and Forun Esports.\n 536|\n 537|135\n 538|00:04:30,960 --> 00:04:35,840\n 539|Starting off in the upper bracket, M80\n 540|\n 541|136\n 542|00:04:34,000 --> 00:04:37,840\n 543|will face off against 100 Thieves in\n 544|\n 545|137\n 546|00:04:35,840 --> 00:04:39,280\n 547|order to qualify for the major. This is\n 548|\n 549|138\n 550|00:04:37,840 --> 00:04:41,360\n 551|going to be a rematch of the regular\n 552|\n 553|139\n 554|00:04:39,280 --> 00:04:42,880\n 555|season game where M80 ended up winning\n 556|\n 557|140\n 558|00:04:41,360 --> 00:04:44,720\n 559|out in overtime. But that was one of the\n 560|\n 561|141\n 562|00:04:42,880 --> 00:04:46,720\n 563|M80's closest games. There's a lot of\n 564|\n 565|142\n 566|00:04:44,720 --> 00:04:48,720\n 567|storylines here. Kase freshly picked up\n 568|\n 569|143\n 570|00:04:46,720 --> 00:04:50,240\n 571|onto thieves as well as hot and cold\n 572|\n 573|144\n 574|00:04:48,720 --> 00:04:51,520\n 575|after being dropped from MAD in one of\n 576|\n 577|145\n 578|00:04:50,240 --> 00:04:53,280\n 579|the most controversial roster move\n 580|\n 581|146\n 582|00:04:51,520 --> 00:04:55,040\n 583|decisions. Clearly for in the regular\n 584|\n 585|147\n 586|00:04:53,280 --> 00:04:56,479\n 587|season, it has worked out quite well.\n 588|\n 589|148\n 590|00:04:55,040 --> 00:04:58,720\n 591|But if history repeats itself with\n 592|\n 593|149\n 594|00:04:56,479 --> 00:05:00,479\n 595|Falcons at G2 and potentially we see a\n 596|\n 597|150\n 598|00:04:58,720 --> 00:05:01,840\n 599|similar scenario here where hot and cold\n 600|\n 601|151\n 602|00:05:00,479 --> 00:05:04,000\n 603|has a chance to get revenge on his\n 604|\n 605|152\n 606|00:05:01,840 --> 00:05:05,600\n 607|former team and with Savage look\n 608|\n 609|153\n 610|00:05:04,000 --> 00:05:07,520\n 611|absolutely disgusting. They look their\n 612|\n 613|154\n 614|00:05:05,600 --> 00:05:09,759\n 615|form looks impeccable. They really look\n 616|\n 617|155\n 618|00:05:07,520 --> 00:05:11,039\n 619|to have almost no flaws, no weaknesses\n 620|\n 621|156\n 622|00:05:09,759 --> 00:05:13,039\n 623|as a team and they look like they could\n 624|\n 625|157\n 626|00:05:11,039 --> 00:05:14,800\n 627|do anything right now. 70ing the major\n 628|\n 629|158\n 630|00:05:13,039 --> 00:05:16,560\n 631|champions Dark Zero in the regular\n 632|\n 633|159\n 634|00:05:14,800 --> 00:05:19,039\n 635|season. This is going to be a banger\n 636|\n 637|160\n 638|00:05:16,560 --> 00:05:20,400\n 639|match happening on July 9th at 100 p.m.\n 640|\n 641|161\n 642|00:05:19,039 --> 00:05:21,680\n 643|Central time. Dark Zero going to face\n 644|\n 645|162\n 646|00:05:20,400 --> 00:05:22,800\n 647|off against Wildcard to make it to the\n 648|\n 649|163\n 650|00:05:21,680 --> 00:05:24,000\n 651|event. This is going to be a banger\n 652|\n 653|164\n 654|00:05:22,800 --> 00:05:26,320\n 655|match as well. Dark Zero obviously the\n 656|\n 657|165\n 658|00:05:24,000 --> 00:05:28,080\n 659|major champions. Wildcard also seeming\n 660|\n 661|166\n 662|00:05:26,320 --> 00:05:29,360\n 663|to find surprising domestic form.\n 664|\n 665|167\n 666|00:05:28,080 --> 00:05:31,360\n 667|They're typically a team that you see\n 668|\n 669|168\n 670|00:05:29,360 --> 00:05:33,360\n 671|basically struggle during the like the\n 672|\n 673|169\n 674|00:05:31,360 --> 00:05:35,199\n 675|you know the national leagues uh dur\n 676|\n 677|170\n 678|00:05:33,360 --> 00:05:36,639\n 679|during the U like you know the domestic\n 680|\n 681|171\n 682|00:05:35,199 --> 00:05:37,759\n 683|leagues during NAL and then the\n 684|\n 685|172\n 686|00:05:36,639 --> 00:05:39,360\n 687|internationally they find their\n 688|\n 689|173\n 690|00:05:37,759 --> 00:05:42,240\n 691|superpowers but this stage they actually\n 692|\n 693|174\n 694|00:05:39,360 --> 00:05:44,800\n 695|managed to do a result against DZ in one\n 696|\n 697|175\n 698|00:05:42,240 --> 00:05:46,960\n 699|of the earlier play days 75ing them but\n 700|\n 701|176\n 702|00:05:44,800 --> 00:05:49,120\n 703|both teams make no roster moves from the\n 704|\n 705|177\n 706|00:05:46,960 --> 00:05:50,400\n 707|major. Adrian unfortunately was unable\n 708|\n 709|178\n 710|00:05:49,120 --> 00:05:51,919\n 711|to play the Salt Lake City major. They\n 712|\n 713|179\n 714|00:05:50,400 --> 00:05:54,080\n 715|had to play with the substitute hot and\n 716|\n 717|180\n 718|00:05:51,919 --> 00:05:55,680\n 719|cold but wild card with Adrian look very\n 720|\n 721|181\n 722|00:05:54,080 --> 00:05:57,360\n 723|very solid despite that lack of\n 724|\n 725|182\n 726|00:05:55,680 --> 00:05:59,520\n 727|international experience. Now, the big\n 728|\n 729|183\n 730|00:05:57,360 --> 00:06:02,160\n 731|surprise here, Shopify Rebellion is in\n 732|\n 733|184\n 734|00:05:59,520 --> 00:06:04,400\n 735|that lower bracket, and this was due to\n 736|\n 737|185\n 738|00:06:02,160 --> 00:06:06,400\n 739|a string of two weeks in a row where\n 740|\n 741|186\n 742|00:06:04,400 --> 00:06:08,000\n 743|they did not win any games at all, and\n 744|\n 745|187\n 746|00:06:06,400 --> 00:06:09,199\n 747|they lost all of them in regulation.\n 748|\n 749|188\n 750|00:06:08,000 --> 00:06:11,919\n 751|Thankfully, in the last week, they were\n 752|\n 753|189\n 754|00:06:09,199 --> 00:06:14,400\n 755|able to clutch up against SSG in a 75\n 756|\n 757|190\n 758|00:06:11,919 --> 00:06:16,160\n 759|victory, essentially knocking the former\n 760|\n 761|191\n 762|00:06:14,400 --> 00:06:18,800\n 763|playoffs contenders, Space Station\n 764|\n 765|192\n 766|00:06:16,160 --> 00:06:20,560\n 767|Gaming, from kickoff in out of top six.\n 768|\n 769|193\n 770|00:06:18,800 --> 00:06:22,240\n 771|I want to highlight this comic from Alec\n 772|\n 773|194\n 774|00:06:20,560 --> 00:06:24,800\n 775|Winters at the beginning of the stage\n 776|\n 777|195\n 778|00:06:22,240 --> 00:06:27,120\n 779|when I did not put SSG in my top six.\n 780|\n 781|196\n 782|00:06:24,800 --> 00:06:29,199\n 783|And this guy said he can't wait to see\n 784|\n 785|197\n 786|00:06:27,120 --> 00:06:31,680\n 787|SSG prove me wrong. Thankfully, he's\n 788|\n 789|198\n 790|00:06:29,199 --> 00:06:33,840\n 791|able to accept his uh his mistakes. SSG\n 792|\n 793|199\n 794|00:06:31,680 --> 00:06:36,080\n 795|docked out of the playoffs. But Shopify\n 796|\n 797|200\n 798|00:06:33,840 --> 00:06:37,440\n 799|Rebellion only have one life to make it\n 800|\n 801|201\n 802|00:06:36,080 --> 00:06:39,440\n 803|there. But if Fnatic has proven\n 804|\n 805|202\n 806|00:06:37,440 --> 00:06:41,600\n 807|anything, they have shown that one life\n 808|\n 809|203\n 810|00:06:39,440 --> 00:06:43,600\n 811|is enough, especially after a poor\n 812|\n 813|204\n 814|00:06:41,600 --> 00:06:45,759\n 815|regular season form. And Troy Canadian\n 816|\n 817|205\n 818|00:06:43,600 --> 00:06:47,759\n 819|always has that plot armor. Obviously,\n 820|\n 821|206\n 822|00:06:45,759 --> 00:06:48,800\n 823|they were grand finals on SLC right now.\n 824|\n 825|207\n 826|00:06:47,759 --> 00:06:50,720\n 827|So, they are one of the favorites from\n 828|\n 829|208\n 830|00:06:48,800 --> 00:06:53,120\n 831|NA to make it. Orfont Esports, one of\n 832|\n 833|209\n 834|00:06:50,720 --> 00:06:55,440\n 835|the big surprises here over Cloud9, over\n 836|\n 837|210\n 838|00:06:53,120 --> 00:06:56,960\n 839|five years, over SSG. And 5 years had\n 840|\n 841|211\n 842|00:06:55,440 --> 00:06:58,800\n 843|first place last stage, but Orun\n 844|\n 845|212\n 846|00:06:56,960 --> 00:07:00,880\n 847|Esports, they made it. They are the\n 848|\n 849|213\n 850|00:06:58,800 --> 00:07:02,319\n 851|former one of 30 roster with Packer.\n 852|\n 853|214\n 854|00:07:00,880 --> 00:07:04,639\n 855|They're the team that ascended from\n 856|\n 857|215\n 858|00:07:02,319 --> 00:07:05,919\n 859|Challenger League into ProLeague, unpaid\n 860|\n 861|216\n 862|00:07:04,639 --> 00:07:07,599\n 863|for a stage, but now they finally have\n 864|\n 865|217\n 866|00:07:05,919 --> 00:07:09,120\n 867|an organization. And after some close\n 868|\n 869|218\n 870|00:07:07,599 --> 00:07:10,560\n 871|games against Shopify rebellions in last\n 872|\n 873|219\n 874|00:07:09,120 --> 00:07:12,319\n 875|year's playoffs, they clinch another\n 876|\n 877|220\n 878|00:07:10,560 --> 00:07:13,599\n 879|spot in the playoffs this year after\n 880|\n 881|221\n 882|00:07:12,319 --> 00:07:15,840\n 883|beating some titans like Shopify\n 884|\n 885|222\n 886|00:07:13,599 --> 00:07:17,599\n 887|Rebellion. Again, Lexa Packer and Mike W\n 888|\n 889|223\n 890|00:07:15,840 --> 00:07:19,120\n 891|putting on great performances. This is\n 892|\n 893|224\n 894|00:07:17,599 --> 00:07:20,720\n 895|definitely a dark horse team to look out\n 896|\n 897|225\n 898|00:07:19,120 --> 00:07:22,720\n 899|for. I would say, and it's super\n 900|\n 901|226\n 902|00:07:20,720 --> 00:07:25,120\n 903|interesting because there's a seem to be\n 904|\n 905|227\n 906|00:07:22,720 --> 00:07:26,639\n 907|a big five as opposed to a big four,\n 908|\n 909|228\n 910|00:07:25,120 --> 00:07:28,240\n 911|which means one team will get screwed\n 912|\n 913|229\n 914|00:07:26,639 --> 00:07:30,560\n 915|out of a spot. And whether that will be\n 916|\n 917|230\n 918|00:07:28,240 --> 00:07:32,720\n 919|M80 or 100 Thieves, Dark Zero, or\n 920|\n 921|231\n 922|00:07:30,560 --> 00:07:34,880\n 923|Wildcard, I don't know. But it really\n 924|\n 925|232\n 926|00:07:32,720 --> 00:07:36,960\n 927|does seem like this Amade Hunter Thieves\n 928|\n 929|233\n 930|00:07:34,880 --> 00:07:39,360\n 931|and Shopify Rebellion loser playing them\n 932|\n 933|234\n 934|00:07:36,960 --> 00:07:41,199\n 935|pipeline is destiny, right? One of these\n 936|\n 937|235\n 938|00:07:39,360 --> 00:07:42,639\n 939|teams will eventually not make it. Will\n 940|\n 941|236\n 942|00:07:41,199 --> 00:07:44,080\n 943|it be will Troy Canadian's plot hummer\n 944|\n 945|237\n 946|00:07:42,639 --> 00:07:46,639\n 947|finally break? And will he finally miss\n 948|\n 949|238\n 950|00:07:44,080 --> 00:07:49,039\n 951|an event since 2022 Berlin? Will have a\n 952|\n 953|239\n 954|00:07:46,639 --> 00:07:50,639\n 955|similar fate as G2 after a dominating\n 956|\n 957|240\n 958|00:07:49,039 --> 00:07:52,080\n 959|group stage? Will they actually end up\n 960|\n 961|241\n 962|00:07:50,639 --> 00:07:53,440\n 963|just flubbing out in playoffs? Will hot\n 964|\n 965|242\n 966|00:07:52,080 --> 00:07:54,960\n 967|and cold dropped on the lower bracket\n 968|\n 969|243\n 970|00:07:53,440 --> 00:07:56,479\n 971|and then, you know, get get plot armored\n 972|\n 973|244\n 974|00:07:54,960 --> 00:07:57,680\n 975|by Canadian again? You know, I don't\n 976|\n 977|245\n 978|00:07:56,479 --> 00:07:59,280\n 979|know, but definitely something to look\n 980|\n 981|246\n 982|00:07:57,680 --> 00:08:01,039\n 983|out for. I will be streaming this\n 984|\n 985|247\n 986|00:07:59,280 --> 00:08:03,280\n 987|Thursday, Friday this week, July 9th,\n 988|\n 989|248\n 990|00:08:01,039 --> 00:08:05,919\n 991|July 10th. Games will be at 100 p.m. And\n 992|\n 993|249\n 994|00:08:03,280 --> 00:08:08,319\n 995|looking over at Brazil, their playoffs\n 996|\n 997|250\n 998|00:08:05,919 --> 00:08:10,400\n 999|spots have not been locked in yet. They\n1000|\n1001|251\n1002|00:08:08,319 --> 00:08:12,000\n1003|still have play days to go this weekend.\n1004|\n1005|252\n1006|00:08:10,400 --> 00:08:13,599\n1007|The top five has essentially been locked\n1008|\n1009|253\n1010|00:08:12,000 --> 00:08:15,199\n1011|in. FaZe Clan have locked an upper\n1012|\n1013|254\n1014|00:08:13,599 --> 00:08:17,440\n1015|bracket followed by Ninjas Pajamas,\n1016|\n1017|255\n1018|00:08:15,199 --> 00:08:20,479\n1019|Furia, Liquid, Loud, and then between\n1020|\n1021|256\n1022|00:08:17,440 --> 00:08:21,759\n1023|Los and Fluxo W7F or the last regular\n1024|\n1025|257\n1026|00:08:20,479 --> 00:08:23,440\n1027|season playday where they will\n1028|\n1029|258\n1030|00:08:21,759 --> 00:08:25,120\n1031|essentially both have to beat out their\n1032|\n1033|259\n1034|00:08:23,440 --> 00:08:26,960\n1035|teams of choice and hope that the other\n1036|\n1037|260\n1038|00:08:25,120 --> 00:08:28,960\n1039|ones lose in order to get into playoffs.\n1040|\n1041|261\n1042|00:08:26,960 --> 00:08:30,560\n1043|Close is up a point, however, which\n1044|\n1045|262\n1046|00:08:28,960 --> 00:08:33,360\n1047|means that they could still win in\n1048|\n1049|263\n1050|00:08:30,560 --> 00:08:35,519\n1051|overtime and have tied points if Fluxo\n1052|\n1053|264\n1054|00:08:33,360 --> 00:08:38,000\n1055|W7M win. But if they win in regulation,\n1056|\n1057|265\n1058|00:08:35,519 --> 00:08:40,240\n1059|then Fluxo W7M are completely locked out\n1060|\n1061|266\n1062|00:08:38,000 --> 00:08:42,320\n1063|of playoffs. Those are playing Liquid,\n1064|\n1065|267\n1066|00:08:40,240 --> 00:08:44,159\n1067|which is a very strong team. And I would\n1068|\n1069|268\n1070|00:08:42,320 --> 00:08:46,399\n1071|say Fluxo is playing, I would say, a\n1072|\n1073|269\n1074|00:08:44,159 --> 00:08:47,600\n1075|slightly weaker team in loud by the\n1076|\n1077|270\n1078|00:08:46,399 --> 00:08:49,200\n1079|rankings, but they have the same amount\n1080|\n1081|271\n1082|00:08:47,600 --> 00:08:51,360\n1083|of points. Now, for what's been going\n1084|\n1085|272\n1086|00:08:49,200 --> 00:08:54,320\n1087|on, Brazil, Faze Glenn are obviously the\n1088|\n1089|273\n1090|00:08:51,360 --> 00:08:56,240\n1091|reigning SI champions. Uh they dominate\n1092|\n1093|274\n1094|00:08:54,320 --> 00:08:57,600\n1095|Brazil every single stage because they\n1096|\n1097|275\n1098|00:08:56,240 --> 00:08:59,200\n","created_at":"2026-07-09T03:47:13.153727Z","finish_reason":null,"metrics":null},{"message_id":"0243915c-d5fc-4d8d-a512-1faa8e4cbec2","node_id":39,"role":"assistant","content":"","tool_calls":[{"id":"functions.read:4","name":"read","arguments":{"file_path":"/tmp/ytsum/video.en.srt","offset":1099,"limit":1000}}],"thinking":"The file is 2008 lines, but the read output shows start_line 1 to end_line 1098. It seems truncated in the display? Actually it says total_lines=2008 but only shows up to 1098. Wait, the file-view tag shows start_line=\"1\" end_line=\"1098\" total_lines=\"2008\". But I only see lines up to 1098 in content. Actually the content shows up to around line 1098 in the output. It appears the read tool truncated or displayed only part? But it says total_lines 2008. Wait, the content displays line numbers: the last line number I see is around 1098. The output is cut off at \"they dominate\" mid-sentence. I need to read the rest of the file. The file has 2008 lines, so I need to read from line 1099 onward.\n\nLet me read the rest.","created_at":"2026-07-09T03:47:14.673086Z","finish_reason":"tool_calls","metrics":{"ttft_ms":1017,"total_time_ms":1518,"input_tokens":11396,"output_tokens":229,"cache_read_tokens":19456,"cache_creation_tokens":null,"tpot_ms":2.1877729257641922,"tokens_per_sec":457.0858283433133}},{"message_id":"372ede7e-09da-4efb-b4e8-5dd77619f039","node_id":40,"role":"tool","content":"\n1099|have the same kind of occupant, the same\n1100|\n1101|276\n1102|00:08:57,600 --> 00:09:00,640\n1103|kind of niche vertice pro does in EU\n1104|\n1105|277\n1106|00:08:59,200 --> 00:09:02,720\n1107|where they play that slow punishing\n1108|\n1109|278\n1110|00:09:00,640 --> 00:09:04,640\n1111|heavy neutral game style and every\n1112|\n1113|279\n1114|00:09:02,720 --> 00:09:06,480\n1115|aggressor just cuz dominated by them.\n1116|\n1117|280\n1118|00:09:04,640 --> 00:09:08,480\n1119|Ninjas and pajamas actually play an NA\n1120|\n1121|281\n1122|00:09:06,480 --> 00:09:10,080\n1123|execute styles. They play heavy util and\n1124|\n1125|282\n1126|00:09:08,480 --> 00:09:11,920\n1127|objective which is kind of surprising in\n1128|\n1129|283\n1130|00:09:10,080 --> 00:09:14,480\n1131|Brazil and it obviously has found its\n1132|\n1133|284\n1134|00:09:11,920 --> 00:09:16,880\n1135|niche. Furia is the new super team built\n1136|\n1137|285\n1138|00:09:14,480 --> 00:09:19,600\n1139|out of the remnants of many rosters,\n1140|\n1141|286\n1142|00:09:16,880 --> 00:09:22,160\n1143|notably Loyer from the old G2 roster.\n1144|\n1145|287\n1146|00:09:19,600 --> 00:09:24,720\n1147|Vulps from the old Fluxo roster. Herds\n1148|\n1149|288\n1150|00:09:22,160 --> 00:09:26,640\n1151|left over from the dynasty of old\n1152|\n1153|289\n1154|00:09:24,720 --> 00:09:29,519\n1155|W7M/Furia\n1156|\n1157|290\n1158|00:09:26,640 --> 00:09:31,360\n1159|and DS Lucas Bozera. They were a super\n1160|\n1161|291\n1162|00:09:29,519 --> 00:09:32,959\n1163|team last stage, securing first in\n1164|\n1165|292\n1166|00:09:31,360 --> 00:09:34,880\n1167|kickoff, but had a super disappointing\n1168|\n1169|293\n1170|00:09:32,959 --> 00:09:37,839\n1171|Salt Lake City performance. basically\n1172|\n1173|294\n1174|00:09:34,880 --> 00:09:39,760\n1175|getting grouped uh going 03 or I think\n1176|\n1177|295\n1178|00:09:37,839 --> 00:09:41,839\n1179|one and three in the group stages in the\n1180|\n1181|296\n1182|00:09:39,760 --> 00:09:43,440\n1183|Swiss stage but this stage they look to\n1184|\n1185|297\n1186|00:09:41,839 --> 00:09:45,200\n1187|recover from that and make a better\n1188|\n1189|298\n1190|00:09:43,440 --> 00:09:47,360\n1191|splash in an international event. Team\n1192|\n1193|299\n1194|00:09:45,200 --> 00:09:49,680\n1195|Liquid is the dynasty roster that seems\n1196|\n1197|300\n1198|00:09:47,360 --> 00:09:52,080\n1199|to be a little disappointing and shaky\n1200|\n1201|301\n1202|00:09:49,680 --> 00:09:54,080\n1203|this season. They basically left behind\n1204|\n1205|302\n1206|00:09:52,080 --> 00:09:56,000\n1207|Furia and Herds and ended up joining\n1208|\n1209|303\n1210|00:09:54,080 --> 00:09:58,080\n1211|Team Liquid, four-fifths of them after\n1212|\n1213|304\n1214|00:09:56,000 --> 00:09:59,760\n1215|NES retired, picking up Maya as their\n1216|\n1217|305\n1218|00:09:58,080 --> 00:10:01,920\n1219|fragger from Team Liquid. And what was\n1220|\n1221|306\n1222|00:09:59,760 --> 00:10:04,320\n1223|anticipated to be a very consistent top\n1224|\n1225|307\n1226|00:10:01,920 --> 00:10:06,240\n1227|Brazilian roster has seemed to be very\n1228|\n1229|308\n1230|00:10:04,320 --> 00:10:07,760\n1231|inconsistent in fact, but they still\n1232|\n1233|309\n1234|00:10:06,240 --> 00:10:09,040\n1235|have qualified for playoffs and there's\n1236|\n1237|310\n1238|00:10:07,760 --> 00:10:10,800\n1239|hope and confidence that they would make\n1240|\n1241|311\n1242|00:10:09,040 --> 00:10:12,720\n1243|it to the event after missing the last\n1244|\n1245|312\n1246|00:10:10,800 --> 00:10:14,560\n1247|one. They missed Salt Lake City. Loud\n1248|\n1249|313\n1250|00:10:12,720 --> 00:10:17,120\n1251|I'm not too familiar with. I definitely\n1252|\n1253|314\n1254|00:10:14,560 --> 00:10:20,480\n1255|have to watch more. and Los. Well, Los\n1256|\n1257|315\n1258|00:10:17,120 --> 00:10:22,720\n1259|has Perez and Dash Dash from NA. Perez\n1260|\n1261|316\n1262|00:10:20,480 --> 00:10:24,320\n1263|was dro the guy dropping like 25 bombs.\n1264|\n1265|317\n1266|00:10:22,720 --> 00:10:25,440\n1267|It' be exciting to watch playoffs, but\n1268|\n1269|318\n1270|00:10:24,320 --> 00:10:26,640\n1271|same format, right? Best of threes\n1272|\n1273|319\n1274|00:10:25,440 --> 00:10:28,079\n1275|throughout the whole thing. And I will\n1276|\n1277|320\n1278|00:10:26,640 --> 00:10:31,519\n1279|definitely be following this along. Now,\n1280|\n1281|321\n1282|00:10:28,079 --> 00:10:35,200\n1283|for Apac, I think formerly in the each\n1284|\n1285|322\n1286|00:10:31,519 --> 00:10:38,079\n1287|playoffs bracket. Um, it used to be such\n1288|\n1289|323\n1290|00:10:35,200 --> 00:10:40,399\n1291|that all the AP pack regions would end\n1292|\n1293|324\n1294|00:10:38,079 --> 00:10:42,000\n1295|up playing a United qualifier. They\n1296|\n1297|325\n1298|00:10:40,399 --> 00:10:42,880\n1299|would qualify for another qualifier\n1300|\n1301|326\n1302|00:10:42,000 --> 00:10:44,320\n1303|basically and they would play this\n1304|\n1305|327\n1306|00:10:42,880 --> 00:10:46,240\n1307|United qualifier to make it to the\n1308|\n1309|328\n1310|00:10:44,320 --> 00:10:47,680\n1311|event. I think this time around it's\n1312|\n1313|329\n1314|00:10:46,240 --> 00:10:49,120\n1315|more the distribution of spots\n1316|\n1317|330\n1318|00:10:47,680 --> 00:10:50,959\n1319|domestically is going to be the big\n1320|\n1321|331\n1322|00:10:49,120 --> 00:10:52,959\n1323|difference here. Apac is split into\n1324|\n1325|332\n1326|00:10:50,959 --> 00:10:55,279\n1327|three regions. Oceanana which is like\n1328|\n1329|333\n1330|00:10:52,959 --> 00:10:57,519\n1331|Australia North Apac North which is like\n1332|\n1333|334\n1334|00:10:55,279 --> 00:10:59,440\n1335|Japan and Korea and Asia which is like\n1336|\n1337|335\n1338|00:10:57,519 --> 00:11:02,480\n1339|the kind of the Southeast Asia regions\n1340|\n1341|336\n1342|00:10:59,440 --> 00:11:05,279\n1343|Vietnam, Thailand that kind of area um\n1344|\n1345|337\n1346|00:11:02,480 --> 00:11:07,200\n1347|you know Singapore etc etc etc. And the\n1348|\n1349|338\n1350|00:11:05,279 --> 00:11:10,720\n1351|distribution of international spots are\n1352|\n1353|339\n1354|00:11:07,200 --> 00:11:13,120\n1355|as follows. Apac North and Apac Asia are\n1356|\n1357|340\n1358|00:11:10,720 --> 00:11:15,600\n1359|given one esports World Cup spot.\n1360|\n1361|341\n1362|00:11:13,120 --> 00:11:18,160\n1363|Whereas Oceana is given two esports\n1364|\n1365|342\n1366|00:11:15,600 --> 00:11:20,320\n1367|World Cup spots. So four spots from each\n1368|\n1369|343\n1370|00:11:18,160 --> 00:11:22,560\n1371|major region. APL getting four but it's\n1372|\n1373|344\n1374|00:11:20,320 --> 00:11:25,440\n1375|split from two to the Australia New\n1376|\n1377|345\n1378|00:11:22,560 --> 00:11:28,079\n1379|Zealand region and one to each of the\n1380|\n1381|346\n1382|00:11:25,440 --> 00:11:30,720\n1383|other regions. That being said, in Apac\n1384|\n1385|347\n1386|00:11:28,079 --> 00:11:33,120\n1387|Oceanana, I think the big favorites here\n1388|\n1389|348\n1390|00:11:30,720 --> 00:11:35,600\n1391|are between Chief's Esports Club and\n1392|\n1393|349\n1394|00:11:33,120 --> 00:11:37,120\n1395|Enterprise Esports. Enterprise bait a\n1396|\n1397|350\n1398|00:11:35,600 --> 00:11:38,640\n1399|main stage actually at the Salt Lake\n1400|\n1401|351\n1402|00:11:37,120 --> 00:11:39,920\n1403|City Major, surprising everyone. And I\n1404|\n1405|352\n1406|00:11:38,640 --> 00:11:41,600\n1407|think they are most people's favorites\n1408|\n1409|353\n1410|00:11:39,920 --> 00:11:44,399\n1411|to end up making this event, but Chiefs\n1412|\n1413|354\n1414|00:11:41,600 --> 00:11:46,560\n1415|Esports has basically a lot of mainstate\n1416|\n1417|355\n1418|00:11:44,399 --> 00:11:48,480\n1419|top Australian players looking to\n1420|\n1421|356\n1422|00:11:46,560 --> 00:11:50,079\n1423|challenge that in qualification here.\n1424|\n1425|357\n1426|00:11:48,480 --> 00:11:52,240\n1427|Those will definitely be the two\n1428|\n1429|358\n1430|00:11:50,079 --> 00:11:53,600\n1431|favorites to qualify for the event from\n1432|\n1433|359\n1434|00:11:52,240 --> 00:11:56,240\n1435|that region. and anything else would\n1436|\n1437|360\n1438|00:11:53,600 --> 00:11:58,079\n1439|typically be an upset. In Apac North,\n1440|\n1441|361\n1442|00:11:56,240 --> 00:12:00,480\n1443|KAG essentially dominates this region\n1444|\n1445|362\n1446|00:11:58,079 --> 00:12:02,240\n1447|and they always qualify and they always\n1448|\n1449|363\n1450|00:12:00,480 --> 00:12:03,760\n1451|get tagged, which is essentially like a\n1452|\n1453|364\n1454|00:12:02,240 --> 00:12:05,440\n1455|siege meme that they will upset a team\n1456|\n1457|365\n1458|00:12:03,760 --> 00:12:07,760\n1459|in groups age event, but they will get\n1460|\n1461|366\n1462|00:12:05,440 --> 00:12:09,040\n1463|grouped out of every single event. They\n1464|\n1465|367\n1466|00:12:07,760 --> 00:12:10,720\n1467|are the main state team. They are top.\n1468|\n1469|368\n1470|00:12:09,040 --> 00:12:12,720\n1471|They are 70 right now. They seem to\n1472|\n1473|369\n1474|00:12:10,720 --> 00:12:14,560\n1475|always dominate this particular region\n1476|\n1477|370\n1478|00:12:12,720 --> 00:12:16,880\n1479|make every single event. The Japanese\n1480|\n1481|371\n1482|00:12:14,560 --> 00:12:18,959\n1483|team made grand finals in reload, but\n1484|\n1485|372\n1486|00:12:16,880 --> 00:12:21,040\n1487|ever since then, Black Ray got into an\n1488|\n1489|373\n1490|00:12:18,959 --> 00:12:22,320\n1491|incident of sorts. I I think he was I\n1492|\n1493|374\n1494|00:12:21,040 --> 00:12:23,760\n1495|think he was proven innocent out of that\n1496|\n1497|375\n1498|00:12:22,320 --> 00:12:26,160\n1499|one. I have no idea. But ever since\n1500|\n1501|376\n1502|00:12:23,760 --> 00:12:27,839\n1503|Black Ray was removed from the roster,\n1504|\n1505|377\n1506|00:12:26,160 --> 00:12:29,600\n1507|uh they haven't found nearly the same\n1508|\n1509|378\n1510|00:12:27,839 --> 00:12:31,120\n1511|level of success internationally after\n1512|\n1513|379\n1514|00:12:29,600 --> 00:12:33,200\n1515|that going back to just getting grouped\n1516|\n1517|380\n1518|00:12:31,120 --> 00:12:35,360\n1519|everywhere. The other premier Japanese\n1520|\n1521|381\n1522|00:12:33,200 --> 00:12:37,920\n1523|roster is going to be Scars. They had a\n1524|\n1525|382\n1526|00:12:35,360 --> 00:12:40,240\n1527|great run I think I believe at what are\n1528|\n1529|383\n1530|00:12:37,920 --> 00:12:41,760\n1531|the 2023 majors. Uh but they really\n1532|\n1533|384\n1534|00:12:40,240 --> 00:12:44,079\n1535|haven't shown up since ever since the\n1536|\n1537|385\n1538|00:12:41,760 --> 00:12:47,120\n1539|amount of spots was reduced to the AA\n1540|\n1541|386\n1542|00:12:44,079 --> 00:12:49,360\n1543|pack teams. Uh D+ is a cor or no it's\n1544|\n1545|387\n1546|00:12:47,120 --> 00:12:51,680\n1547|the it's a Brazilian team cosplaying as\n1548|\n1549|388\n1550|00:12:49,360 --> 00:12:52,959\n1551|an Asian team in Asia. Obviously we do\n1552|\n1553|389\n1554|00:12:51,680 --> 00:12:55,120\n1555|not like them. We want them to lose.\n1556|\n1557|390\n1558|00:12:52,959 --> 00:12:57,360\n1559|Hate watching these guys. Uh Kenotrope\n1560|\n1561|391\n1562|00:12:55,120 --> 00:12:59,519\n1563|Gaming I am not too familiar with but I\n1564|\n1565|392\n1566|00:12:57,360 --> 00:13:01,279\n1567|gator and Garata used to be on Kag I\n1568|\n1569|393\n1570|00:12:59,519 --> 00:13:03,200\n1571|believe. So very experienced players but\n1572|\n1573|394\n1574|00:13:01,279 --> 00:13:04,720\n1575|Kag are definitely the favorites to beat\n1576|\n1577|395\n1578|00:13:03,200 --> 00:13:07,279\n1579|to make the event from this. And then\n1580|\n1581|396\n1582|00:13:04,720 --> 00:13:09,360\n1583|finally Apac Asia big dog here to look\n1584|\n1585|397\n1586|00:13:07,279 --> 00:13:10,720\n1587|out for is going to be Waybo Gaming. We\n1588|\n1589|398\n1590|00:13:09,360 --> 00:13:13,440\n1591|are familiar with them. It's that old\n1592|\n1593|399\n1594|00:13:10,720 --> 00:13:15,920\n1595|bleed roster reaps Chinese demon king\n1596|\n1597|400\n1598|00:13:13,440 --> 00:13:18,320\n1599|speak easy turd hovered hers goddi\n1600|\n1601|401\n1602|00:13:15,920 --> 00:13:20,320\n1603|looking very very strong I think they\n1604|\n1605|402\n1606|00:13:18,320 --> 00:13:22,320\n1607|ever since they got Gohan as coach they\n1608|\n1609|403\n1610|00:13:20,320 --> 00:13:23,760\n1611|look very consistent they did lose to\n1612|\n1613|404\n1614|00:13:22,320 --> 00:13:24,880\n1615|enterprise did not make main stage of\n1616|\n1617|405\n1618|00:13:23,760 --> 00:13:26,800\n1619|Salt Lake City but they made it all the\n1620|\n1621|406\n1622|00:13:24,880 --> 00:13:28,800\n1623|way through the to the end of that Swiss\n1624|\n1625|407\n1626|00:13:26,800 --> 00:13:30,160\n1627|stage so very strong roster from them I\n1628|\n1629|408\n1630|00:13:28,800 --> 00:13:31,440\n1631|think definitely the second seed is\n1632|\n1633|409\n1634|00:13:30,160 --> 00:13:33,279\n1635|accurate the seating in the group stage\n1636|\n1637|410\n1638|00:13:31,440 --> 00:13:34,800\n1639|is accurate for themar gaming is next\n1640|\n1641|411\n1642|00:13:33,279 --> 00:13:37,279\n1643|definitely the next strongest roster\n1644|\n1645|412\n1646|00:13:34,800 --> 00:13:39,440\n1647|they were the ones that qualified to SI\n1648|\n1649|413\n1650|00:13:37,279 --> 00:13:42,959\n1651|in a last chance qualifier last year and\n1652|\n1653|414\n1654|00:13:39,440 --> 00:13:46,079\n1655|then They also, I think, netted a win or\n1656|\n1657|415\n1658|00:13:42,959 --> 00:13:47,920\n1659|two uh at in Salt Lake City. They ended\n1660|\n1661|416\n1662|00:13:46,079 --> 00:13:49,680\n1663|up, I think, making it to Swiss stage. I\n1664|\n1665|417\n1666|00:13:47,920 --> 00:13:52,000\n1667|don't fully remember anymore, but right\n1668|\n1669|418\n1670|00:13:49,680 --> 00:13:53,760\n1671|now, Waybo has beaten their first game,\n1672|\n1673|419\n1674|00:13:52,000 --> 00:13:55,279\n1675|but that does not mean they qualified.\n1676|\n1677|420\n1678|00:13:53,760 --> 00:13:57,360\n1679|They have to get to grand finals and win\n1680|\n1681|421\n1682|00:13:55,279 --> 00:13:59,680\n1683|grand finals and beat Aar likely rematch\n1684|\n1685|422\n1686|00:13:57,360 --> 00:14:01,440\n1687|against AAR grand finals if history\n1688|\n1689|423\n1690|00:13:59,680 --> 00:14:03,040\n1691|repeats itself. That's essentially what\n1692|\n1693|424\n1694|00:14:01,440 --> 00:14:05,120\n1695|every bracket looks like almost every\n1696|\n1697|425\n1698|00:14:03,040 --> 00:14:06,959\n1699|single time. Another team is in this top\n1700|\n1701|426\n1702|00:14:05,120 --> 00:14:08,399\n1703|four versus top four because we have\n1704|\n1705|427\n1706|00:14:06,959 --> 00:14:09,920\n1707|less teams in each of these regions\n1708|\n1709|428\n1710|00:14:08,399 --> 00:14:11,360\n1711|instead of being top six. And obviously\n1712|\n1713|429\n1714|00:14:09,920 --> 00:14:13,279\n1715|there's one spot. So there's less\n1716|\n1717|430\n1718|00:14:11,360 --> 00:14:15,199\n1719|regions to flood the playoffs with that\n1720|\n1721|431\n1722|00:14:13,279 --> 00:14:18,240\n1723|many teams. Souls Heart Esports is a old\n1724|\n1725|432\n1726|00:14:15,199 --> 00:14:20,720\n1727|Elevate roster actually. Uh so Gman, Mr.\n1728|\n1729|433\n1730|00:14:18,240 --> 00:14:22,880\n1731|Punch, Markle, I9 DCH, if you remember\n1732|\n1733|434\n1734|00:14:20,720 --> 00:14:25,680\n1735|on Pixel or sorry not on Holy [ __ ] Oni\n1736|\n1737|435\n1738|00:14:22,880 --> 00:14:28,240\n1739|Giri's best of one map kill record. That\n1740|\n1741|436\n1742|00:14:25,680 --> 00:14:31,199\n1743|is basically the team without Oni Giri\n1744|\n1745|437\n1746|00:14:28,240 --> 00:14:33,040\n1747|um on the Soulsar esport roster. They\n1748|\n1749|438\n1750|00:14:31,199 --> 00:14:35,920\n1751|are definitely a dark horse looking to\n1752|\n1753|439\n1754|00:14:33,040 --> 00:14:37,760\n1755|upset Waybo and Dayar and Team Orchid I\n1756|\n1757|440\n1758|00:14:35,920 --> 00:14:40,560\n1759|think are the leftovers of the old Fury\n1760|\n1761|441\n1762|00:14:37,760 --> 00:14:42,720\n1763|roster with like crit J and BG men also\n1764|\n1765|442\n1766|00:14:40,560 --> 00:14:44,720\n1767|another great tie roster. Edward Gaming\n1768|\n1769|443\n1770|00:14:42,720 --> 00:14:46,320\n1771|and Tailoo actually taking first their\n1772|\n1773|444\n1774|00:14:44,720 --> 00:14:48,240\n1775|group actually I have not kept that at\n1776|\n1777|445\n1778|00:14:46,320 --> 00:14:50,240\n1779|all but China League also against four\n1780|\n1781|446\n1782|00:14:48,240 --> 00:14:52,800\n1783|spots here. I completely forgot and they\n1784|\n1785|447\n1786|00:14:50,240 --> 00:14:54,880\n1787|they think this is a homeay team Alula\n1788|\n1789|448\n1790|00:14:52,800 --> 00:14:56,800\n1791|club for Mena because you know it's a\n1792|\n1793|449\n1794|00:14:54,880 --> 00:14:58,240\n1795|Saudi funed tournament. Chinese league\n1796|\n1797|450\n1798|00:14:56,800 --> 00:15:00,639\n1799|let's actually see how this one works.\n1800|\n1801|451\n1802|00:14:58,240 --> 00:15:02,079\n1803|They have four spots at EWC top four\n1804|\n1805|452\n1806|00:15:00,639 --> 00:15:03,519\n1807|from playoffs and I think it's six\n1808|\n1809|453\n1810|00:15:02,079 --> 00:15:05,440\n1811|teams. This is the old style playoffs\n1812|\n1813|454\n1814|00:15:03,519 --> 00:15:07,600\n1815|record from last year actually. The top\n1816|\n1817|455\n1818|00:15:05,440 --> 00:15:09,760\n1819|two teams get a skip. Lower four teams\n1820|\n1821|456\n1822|00:15:07,600 --> 00:15:11,120\n1823|basically get two lives still but start\n1824|\n1825|457\n1826|00:15:09,760 --> 00:15:12,639\n1827|off and they have to win two best of\n1828|\n1829|458\n1830|00:15:11,120 --> 00:15:14,320\n1831|threes in order to make it. Levia Todd\n1832|\n1833|459\n1834|00:15:12,639 --> 00:15:16,720\n1835|making a huge recover from form after\n1836|\n1837|460\n1838|00:15:14,320 --> 00:15:18,560\n1839|not winning a single game last stage.\n1840|\n1841|461\n1842|00:15:16,720 --> 00:15:19,839\n1843|They make it into playoffs. They win a\n1844|\n1845|462\n1846|00:15:18,560 --> 00:15:21,680\n1847|couple games but they have to go against\n1848|\n1849|463\n1850|00:15:19,839 --> 00:15:23,920\n1851|all gamers match one. And this Kyle\n1852|\n1853|464\n1854|00:15:21,680 --> 00:15:25,680\n1855|Gamers is seemingly the best Chinese\n1856|\n1857|465\n1858|00:15:23,920 --> 00:15:27,519\n1859|team internationally, but in the group\n1860|\n1861|466\n1862|00:15:25,680 --> 00:15:29,680\n1863|stage, they were completely upset by\n1864|\n1865|467\n1866|00:15:27,519 --> 00:15:31,360\n1867|Edward Gaming, whose superstar direction\n1868|\n1869|468\n1870|00:15:29,680 --> 00:15:33,279\n1871|had to be something for Noah at the Salt\n1872|\n1873|469\n1874|00:15:31,360 --> 00:15:34,720\n1875|Lake City Major. Tailoo, also I'm not\n1876|\n1877|470\n1878|00:15:33,279 --> 00:15:36,880\n1879|really familiar with their game. They\n1880|\n1881|471\n1882|00:15:34,720 --> 00:15:39,600\n1883|have Jackie Woo, who used to be a Apac\n1884|\n1885|472\n1886|00:15:36,880 --> 00:15:41,920\n1887|player prominent in the Asia region or\n1888|\n1889|473\n1890|00:15:39,600 --> 00:15:44,240\n1891|Angry Men actually don't ended up making\n1892|\n1893|474\n1894|00:15:41,920 --> 00:15:45,839\n1895|it despite being second place earlier.\n1896|\n1897|475\n1898|00:15:44,240 --> 00:15:48,079\n1899|Very volatile region right now. Not\n1900|\n1901|476\n1902|00:15:45,839 --> 00:15:50,480\n1903|familiar with OneCoin. Very cool. Very\n1904|\n1905|477\n1906|00:15:48,079 --> 00:15:52,880\n1907|cool. King Zero Esports, also unfamiliar\n1908|\n1909|478\n1910|00:15:50,480 --> 00:15:54,399\n1911|with, but I'm really excited to see what\n1912|\n1913|479\n1914|00:15:52,880 --> 00:15:57,279\n1915|these teams can do. I think between\n1916|\n1917|480\n1918|00:15:54,399 --> 00:15:59,040\n1919|Edward Gaming, Tailoo, All Gamers are\n1920|\n1921|481\n1922|00:15:57,279 --> 00:16:01,519\n1923|going to be my three picks that are\n1924|\n1925|482\n1926|00:15:59,040 --> 00:16:04,000\n1927|going to for sure make it. And I'm not\n1928|\n1929|483\n1930|00:16:01,519 --> 00:16:05,360\n1931|familiar enough. I do hope LeviaD makes\n1932|\n1933|484\n1934|00:16:04,000 --> 00:16:06,720\n1935|it because I think I I just want that\n1936|\n1937|485\n1938|00:16:05,360 --> 00:16:08,000\n1939|war to win, man. That's a cool word.\n1940|\n1941|486\n1942|00:16:06,720 --> 00:16:09,440\n1943|Okay, that's going to be it. Sorry, I\n1944|\n1945|487\n1946|00:16:08,000 --> 00:16:11,519\n1947|almost skipped over China. I'm so sorry,\n1948|\n1949|488\n1950|00:16:09,440 --> 00:16:13,440\n1951|Chinese fans. I I forgot. I lowkey\n1952|\n1953|489\n1954|00:16:11,519 --> 00:16:14,959\n1955|forgot. I lowkey forgot CNL was in, but\n1956|\n1957|490\n1958|00:16:13,440 --> 00:16:16,959\n1959|CNL is going to be excited to watch them\n1960|\n1961|491\n1962|00:16:14,959 --> 00:16:18,079\n1963|at the event. Um, I hope you like these\n1964|\n1965|492\n1966|00:16:16,959 --> 00:16:19,519\n1967|kind of videos. I hope it's not too\n1968|\n1969|493\n1970|00:16:18,079 --> 00:16:21,279\n1971|long. I hope it explains the playoffs\n1972|\n1973|494\n1974|00:16:19,519 --> 00:16:22,880\n1975|format correctly. I hope I Would you\n1976|\n1977|495\n1978|00:16:21,279 --> 00:16:24,480\n1979|like less yap about each team? Would you\n1980|\n1981|496\n1982|00:16:22,880 --> 00:16:25,759\n1983|like more yap about each team? Let me\n1984|\n1985|497\n1986|00:16:24,480 --> 00:16:27,519\n1987|know what you like in the comments down\n1988|\n1989|498\n1990|00:16:25,759 --> 00:16:29,759\n1991|below. Uh that way we just are more\n1992|\n1993|499\n1994|00:16:27,519 --> 00:16:31,759\n1995|informed about the esports formats and I\n1996|\n1997|500\n1998|00:16:29,759 --> 00:16:33,519\n1999|have like a bible for each of them as\n2000|\n2001|501\n2002|00:16:31,759 --> 00:16:36,639\n2003|playoffs, you know, as formats update,\n2004|\n2005|502\n2006|00:16:33,519 --> 00:16:36,639\n2007|edit, etc. All right, love you guys. See\n","created_at":"2026-07-09T03:47:14.687087Z","finish_reason":null,"metrics":null},{"message_id":"ddc26760-b72b-42d5-8749-6eaf1dbc6740","node_id":42,"role":"assistant","content":"","tool_calls":[{"id":"functions.todo_write:5","name":"todo_write","arguments":{"todos":[{"content":"Download auto-generated captions for the YouTube video","status":"completed"},{"content":"Read and understand the full transcript","status":"completed"},{"content":"Summarize the video content","status":"in_progress"}]}}],"thinking":"I have read the full transcript. Now I understand the content. It's a YouTube video about Rainbow Six Siege Pro League playoffs format and teams. The speaker explains:\n\n1. Regular Pro League stage vs Kickoff\n2. Playoff format: top 6 qualify, top 4 upper bracket, 5-6 lower bracket; need to win one BO3 to qualify\n3. Esports World Cup (EWC) is the event\n4. SI points and qualification details\n5. EU results/teams: G2, Verdice Pro, GK, Falcons, Fnatic, Rebels - with results\n6. NA teams and bracket: M80, Dark Zero, Wildcard, 100 Thieves, Shopify Rebellion, Forun Esports\n7. Brazil: FaZe, NIP, Furia, Liquid, Loud, and LOS/Fluxo W7M fighting for last spot\n8. APAC: split into Oceania (2 spots), APAC North (1 spot), APAC Asia (1 spot); mentions Chiefs, Enterprise, KAG, Waybo, Dyar, etc.\n9. China league: 4 spots for EWC, top 4 from playoffs, 6 teams, old style bracket\n10. MENA: Alula club mentioned as home team\n\nThe transcript is messy with auto-caption errors, but I can understand.\n\nNow I need to:\n- Mark todo 1 completed, todo 2 completed, todo 3 in_progress\n- Summarize the video\n\nThe user didn't ask a specific question, just pasted the link. According to the rule \"If I ever paste in a YouTube link, use yt-dlp to summarize the video.\" So I should summarize.\n\nBut before summarizing, I should also note the rule \"if asked to summarize a YouTube video, do not name the session until after reading and understanding the full YouTube video transcript\" - I've read it. I don't need to name the session anyway.\n\nNow I'll mark todos and write the summary. Let me update todo list.","created_at":"2026-07-09T03:47:16.898421Z","finish_reason":"tool_calls","metrics":{"ttft_ms":1017,"total_time_ms":2210,"input_tokens":9482,"output_tokens":494,"cache_read_tokens":30848,"cache_creation_tokens":null,"tpot_ms":2.41497975708502,"tokens_per_sec":414.08214585079634}},{"message_id":"e2c3ec48-69a4-4431-bd4e-cc661ff91f4b","node_id":43,"role":"tool","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable\nCurrent todo list:\n1. [x] Download auto-generated captions for the YouTube video [completed]\n2. [x] Read and understand the full transcript [completed]\n3. [~] Summarize the video content [in_progress]\n","created_at":"2026-07-09T03:47:16.899769Z","finish_reason":null,"metrics":null},{"message_id":"257dfc95-ea26-436e-bb0e-d9a7dc2e0fc6","node_id":45,"role":"assistant","content":"","tool_calls":[{"id":"functions.todo_write:6","name":"todo_write","arguments":{"todos":[{"content":"Download auto-generated captions for the YouTube video","status":"completed"},{"content":"Read and understand the full transcript","status":"completed"},{"content":"Summarize the video content","status":"completed"}]}}],"thinking":"Now I need to write a summary. The video is a Rainbow Six Siege esports analysis video. I should provide a concise summary. Since it's a summary of an esports video, I'll structure it clearly.\n\nKey points:\n- Title/topic: Pro League Playoff format explained + region-by-region rundown\n- Regular stage: round-robin BO1, top 6 make playoffs\n- Playoffs: top 4 upper bracket, 5-6 lower bracket; one BO3 win qualifies for EWC\n- Stakes: EWC qualification, SI points, prize pool\n- EU recap: G2 eliminated by Fnatic; Verdice, Falcons, Fnatic, GK remaining\n- NA preview: M80 vs 100T, DZ vs Wildcard upper; Shopify, Forun lower\n- Brazil: FaZe, NIP, Furia, Liquid, Loud locked; LOS/Fluxo W7M fighting\n- APAC: Oceania 2 spots, APAC North 1, APAC Asia 1; Chiefs/Enterprise, KAG, Waybo favorites\n- China: 4 EWC spots, 6-team playoff bracket, Edward Gaming/Tailoo/All Gamers favored\n- MENA: Alula club as home team\n\nI should mention that the speaker is a content creator analyzing the format and teams. Since this is auto-caption transcript, some team/player names might be slightly off but I'll do my best. Names like \"Verdice Pro\" probably \"Virtus.pro\", \"GK\" might be \"G2?\" no, \"GK Esports\", \"Falcons\", \"Fnatic\", \"M80\", \"Dark Zero\", \"Wildcard\", \"100 Thieves\", \"Shopify Rebellion\", \"Forun Esports\" (probably \"Orion\" or \"Forzen\"?), \"FaZe Clan\", \"Ninjas in Pyjamas\", \"Furia\", \"Liquid\", \"Loud\", \"LOS\", \"Fluxo W7M\", \"Chiefs Esports Club\", \"Enterprise Esports\", \"KAG\", \"Waybo Gaming\" (probably \"Bleed\" or \"Wolves\"?), \"Dyar\" (maybe \"Dire Wolves\"?), \"Edward Gaming\", \"Tailoo\", \"All Gamers\", \"LeviaD\", \"Alula club\".\n\nI'll keep the names as transcribed but maybe note they may have caption errors. Actually, the user might not care about exact spellings. I should provide the summary as accurately as possible given the transcript.\n\nWait, I should not pretend to know exact spellings if I'm not sure. But the transcript gives them. I'll use the transcript names, perhaps with [sic] or note that names may be autocaption approximations. Better: just use the names from the transcript, since that's what I have.\n\nActually, the prompt is to summarize. I can include context about the video. Let me write a clear summary.\n\nSince the user only sent a URL, I'll provide the summary and maybe ask if they want more details. But the rule says summarize, so I'll just summarize.\n\nLet me think about the exact content of the video. The speaker starts by saying the video is about explaining why Siege Pro League matches matter and the playoff format. Then explains regular pro league vs kickoff. Then explains upper/lower bracket. Then goes region by region: EU, NA, Brazil, APAC, China, MENA. So the summary should be structured accordingly.\n\nI should also mention the date context: July 9-10 matches, so the video was made around then (the current date is 2026-07-08, but the video mentions July 9th and 10th for NA games, so it's probably from 2025 or earlier? Actually \"Salt Lake City Major\" happened in 2025. EWC 2025. But anyway, summarize as is.\n\nNow I will write the summary and mark todo 3 completed.","created_at":"2026-07-09T03:47:19.181110Z","finish_reason":"tool_calls","metrics":{"ttft_ms":641,"total_time_ms":2279,"input_tokens":600,"output_tokens":887,"cache_read_tokens":40320,"cache_creation_tokens":null,"tpot_ms":1.846674182638106,"tokens_per_sec":541.5140415140414}},{"message_id":"6a2a6fe2-3e7c-4433-b894-d5c06bb7ff1c","node_id":46,"role":"tool","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable\nCurrent todo list:\n1. [x] Download auto-generated captions for the YouTube video [completed]\n2. [x] Read and understand the full transcript [completed]\n3. [x] Summarize the video content [completed]\n","created_at":"2026-07-09T03:47:19.183019Z","finish_reason":null,"metrics":null},{"message_id":"1b00ff37-7fb9-4556-9be5-7e88b3fe66b2","node_id":48,"role":"assistant","content":"Here’s a summary of the video:\n\n**Topic:** Rainbow Six Siege Pro League playoff format explained, plus a region-by-region breakdown of which teams qualified and who still has to fight for a spot at the Esports World Cup (EWC).\n\n**Key format points**\n- Regular stage: every team plays a round-robin of best-of-one matches; top six make playoffs.\n- Playoffs: top four seeds start in the upper bracket; seeds 5–6 start in the lower bracket.\n- You only need to win one best-of-three to qualify for EWC.\n- Upper-bracket teams get two chances (a “life”), lower-bracket teams get one.\n- Playoff placement also awards SI points in 50-point increments up to 100 for first place; winning EWC auto-qualifies a team for SI.\n\n**Region-by-region breakdown**\n\n- **EU:** G2 Esports went undefeated in the regular season but were knocked out by Team Falcons and then Fnatic in the lower bracket, eliminating them from EWC contention. Verdice Pro, Team Falcons, Fnatic, and GK Esports are the remaining playoff teams.\n- **NA:** M80 (undefeated) faces 100 Thieves, and Dark Zero faces Wildcard in upper-bracket qualifying matches. Shopify Rebellion and Forun Esports start in the lower bracket. Shopify only has one life despite being a top team.\n- **Brazil:** FaZe Clan, Ninjas in Pyjamas, Furia, Team Liquid, and Loud have locked playoff spots. The sixth spot is still undecided between LOS and Fluxo W7M.\n- **APAC:** Spots are split regionally — Oceania gets two, APAC North gets one, APAC Asia gets one. Favorites mentioned are Chiefs/Enterprise (Oceania), KAG (APAC North), and Waybo Gaming (APAC Asia).\n- **China:** Four EWC spots are available through a six-team playoff using the older bracket style. Edward Gaming, Tailoo, and All Gamers are highlighted as the most likely qualifiers.\n- **MENA:** Alula club is noted as the home/Saudi-funded team for the event.\n\nThe speaker also mentions he’ll be streaming the NA playoff games on Thursday/Friday (July 9–10) and asks viewers for feedback on whether they want more or less team-by-team analysis in future videos.","tool_calls":[],"thinking":"Now write the summary in the response. I should be concise and direct. Use markdown bullets. Note that the transcript has auto-caption errors so some names are approximate. I won't mention that unless helpful. Actually, to be safe and transparent, I can say \"Names are transcribed as they appear in the auto-captions.\"\n\nLet me write the summary.","created_at":"2026-07-09T03:47:20.773974Z","finish_reason":"stop","metrics":{"ttft_ms":521,"total_time_ms":1587,"input_tokens":1070,"output_tokens":568,"cache_read_tokens":40832,"cache_creation_tokens":null,"tpot_ms":1.8767605633802817,"tokens_per_sec":532.8330206378987}}]}