{"session":{"id":"stylish-wilderness","working_directory":"/Users/root1","backend_type":"Windsurf","model":"swe-1-7-lightning","agent_mode":"bypass","created_at":"2026-07-17T11:25:26+00:00","last_activity_at":"2026-07-17T11:25:39+00:00","title":"YouTube Video Discussion","main_chain_id":36,"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\":\"playwright\"},{\"name\":\"cloudflare-builds\"},{\"name\":\"cloudflare-observability\"},{\"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\"},{\"name\":\"cloudflare-bindings\"},{\"name\":\"cloudflare-docs\"},{\"name\":\"playwright-microsoft\"}]}\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":"2026-07-17T11:25:25.308901Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"a74c86a4-3445-4761-bb58-d782e7faf6ee"}],"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":"2026-07-17T11:25:25.309205Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"4ea27715-357c-4d1f-b415-07320ee30061"}]},{"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":"2026-07-17T11:25:25.309222Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"b6fad06d-d701-46e4-8523-1063945dbf72"}]},{"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":"2026-07-17T11:25:25.309235Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"ac16d134-98b7-4c24-aa30-02b5a001aee2"}]},{"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"],[{"Scope":{"Command":{"matcher":{"Prefix":"mkdir"}}}},"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":15,"messages":[{"message_id":"a74c86a4-3445-4761-bb58-d782e7faf6ee","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\":\"playwright\"},{\"name\":\"cloudflare-builds\"},{\"name\":\"cloudflare-observability\"},{\"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\"},{\"name\":\"cloudflare-bindings\"},{\"name\":\"cloudflare-docs\"},{\"name\":\"playwright-microsoft\"}]}\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":"2026-07-17T11:25:25.308901Z","finish_reason":null,"metrics":null},{"message_id":"ac16d134-98b7-4c24-aa30-02b5a001aee2","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":"2026-07-17T11:25:25.309235Z","finish_reason":null,"metrics":null},{"message_id":"b6fad06d-d701-46e4-8523-1063945dbf72","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":"2026-07-17T11:25:25.309222Z","finish_reason":null,"metrics":null},{"message_id":"4ea27715-357c-4d1f-b415-07320ee30061","node_id":21,"role":"system","content":"You are powered by SWE-1.7 Lightning.","created_at":"2026-07-17T11:25:25.309205Z","finish_reason":null,"metrics":null},{"message_id":"37e33bd0-3032-4d91-959f-1a5647ec9126","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: Friday, 2026-07-17\n\n","created_at":"2026-07-17T11:25:24.642093Z","finish_reason":null,"metrics":null},{"message_id":"d23a00de-c308-4361-bac3-97913a909dba","node_id":23,"role":"system","content":"\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\n\n\n\n","created_at":"2026-07-17T11:25:25.309608Z","finish_reason":null,"metrics":null},{"message_id":"6a7734e2-ed21-4acf-ae56-c3058c87b1d8","node_id":24,"role":"user","content":"https://www.youtube.com/watch?v=60a90vHzwc4&pp=ugUHEgVlbi1VUw%3D%3D","created_at":"2026-07-17T11:25:26.362997Z","finish_reason":null,"metrics":null},{"message_id":"1d9e0417-f6b3-4fbb-8a99-c70ff369ef34","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- **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/.codeium/windsurf/skills/wrangler/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- **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/.claude/skills/workers-best-practices/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/.claude/skills/web-perf/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/.codeium/windsurf/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- **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- **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- **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/.codeium/windsurf/skills/turnstile-spin/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- **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- **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/.codeium/windsurf/skills/durable-objects/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**: 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/.claude/skills/cloudflare/SKILL.md)\n- **cloudflare-agent-setup**: (source: /Users/root1/.devin/skills/cloudflare-agent-setup/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- **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/.claude/skills/sandbox-sdk/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- **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- **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- **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/.config/devin/skills/wrangler/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- **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- **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":"2026-07-17T11:25:26.363734Z","finish_reason":null,"metrics":null},{"message_id":"827c16e4-5e41-4cb7-8fd3-b63b119160b3","node_id":27,"role":"assistant","content":"I'll summarize the YouTube video. Let me first get the auto-generated captions.","tool_calls":[{"id":"functions.exec:0","name":"exec","arguments":{"command":"yt-dlp --list-subs \"https://www.youtube.com/watch?v=60a90vHzwc4&pp=ugUHEgVlbi1VUw%3D%3D\"","timeout":60000}}],"thinking":"The user pasted a YouTube link. According to the AGENTS.md rule: \"If I ever paste in a YouTube link, use yt-dlp to summarize the video. get the autogenerated captions to do this. 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 need to:\n1. Use yt-dlp to get captions/transcript\n2. Summarize the video\n3. Don't name the session until after reading and understanding the full transcript\n\nI should also check if there are any relevant skills. The \"devin-cli\" might not be relevant. The YouTube task is more about using yt-dlp to get captions.\n\nLet me start by extracting the YouTube video ID and getting the captions. I'll use yt-dlp. Since the rule mentions \"do not name the session until after reading and understanding the full YouTube video transcript\", I should not name this session yet (this is probably for the Devin CLI session naming).\n\nLet me run yt-dlp to get info and captions. I should first list the available captions/subs, then download them.\n\nThe URL is https://www.youtube.com/watch?v=60a90vHzwc4&pp=ugUHEgVlbi1VUw%3D%3D\n\nI'll use yt-dlp with --list-subs and then --write-subs to get the auto-generated captions. Or better, use --dump-json to get all info, or use yt-dlp --write-auto-subs --convert-subs srt.\n\nActually, the cleanest way to get the transcript text is:\nyt-dlp --list-subs \nThen\nyt-dlp --write-auto-subs --convert-subs srt --sub-langs en --skip-download \n\nThen read the resulting .srt file.\n\nSince the rule says \"get the autogenerated captions\", I should use --write-auto-subs. But YouTube might not allow auto-sub downloads directly. Let me try.\n\nI should do this step by step. First let me check what subs are available.","created_at":"2026-07-17T11:25:28.784761Z","finish_reason":"tool_calls","metrics":{"ttft_ms":958,"total_time_ms":2199,"input_tokens":7345,"output_tokens":519,"cache_read_tokens":10240,"cache_creation_tokens":null,"tpot_ms":2.3911368015414256,"tokens_per_sec":418.2111200644641}},{"message_id":"e5ae178e-d949-4ed1-a5cd-76dd7d38cc39","node_id":28,"role":"tool","content":"Output from command in shell b041e6:\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=60a90vHzwc4&pp=ugUHEgVlbi1VUw%3D%3D\n[youtube] 60a90vHzwc4: Downloading webpage\n[youtube] 60a90vHzwc4: Downloading tv client config\n[youtube] 60a90vHzwc4: Downloading player 882a803a-main\n[youtube] 60a90vHzwc4: Downloading tv player API JSON\n[youtube] 60a90vHzwc4: 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] 60a90vHzwc4: 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] Available automatic captions for 60a90vHzwc4:\nLanguage Name Formats\nab Abkhazian vtt, srt, ttml, srv3, srv2, srv1, json3\naa Afar vtt, srt, ttml, srv3, srv2, srv1, json3\naf Afrikaans vtt, srt, ttml, srv3, srv2, srv1, json3\nak Akan vtt, srt, ttml, srv3, srv2, srv1, json3\nsq Albanian vtt, srt, ttml, srv3, srv2, srv1, json3\nam Amharic vtt, srt, ttml, srv3, srv2, srv1, json3\nar Arabic vtt, srt, ttml, srv3, srv2, srv1, json3\nhy Armenian vtt, srt, ttml, srv3, srv2, srv1, json3\nas Assamese vtt, srt, ttml, srv3, srv2, srv1, json3\nay Aymara vtt, srt, ttml, srv3, srv2, srv1, json3\naz Azerbaijani vtt, srt, ttml, srv3, srv2, srv1, json3\nbn Bangla vtt, srt, ttml, srv3, srv2, srv1, json3\nba Bashkir vtt, srt, ttml, srv3, srv2, srv1, json3\neu Basque vtt, srt, ttml, srv3, srv2, srv1, json3\nbe Belarusian vtt, srt, ttml, srv3, srv2, srv1, json3\nbho Bhojpuri vtt, srt, ttml, srv3, srv2, srv1, json3\nbs Bosnian vtt, srt, ttml, srv3, srv2, srv1, json3\nbr Breton vtt, srt, ttml, srv3, srv2, srv1, json3\nbg Bulgarian vtt, srt, ttml, srv3, srv2, srv1, json3\nmy Burmese vtt, srt, ttml, srv3, srv2, srv1, json3\nca Catalan vtt, srt, ttml, srv3, srv2, srv1, json3\nceb Cebuano vtt, srt, ttml, srv3, srv2, srv1, json3\nzh-Hans Chinese (Simplified) vtt, srt, ttml, srv3, srv2, srv1, json3\nzh-Hant Chinese (Traditional) vtt, srt, ttml, srv3, srv2, srv1, json3\nco Corsican vtt, srt, ttml, srv3, srv2, srv1, json3\nhr Croatian vtt, srt, ttml, srv3, srv2, srv1, json3\ncs Czech vtt, srt, ttml, srv3, srv2, srv1, json3\nda Danish vtt, srt, ttml, srv3, srv2, srv1, json3\ndv Divehi vtt, srt, ttml, srv3, srv2, srv1, json3\nnl Dutch vtt, srt, ttml, srv3, srv2, srv1, json3\ndz Dzongkha vtt, srt, ttml, srv3, srv2, srv1, json3\nen-orig English (Original) vtt, srt, ttml, srv3, srv2, srv1, json3\nen English vtt, srt, ttml, srv3, srv2, srv1, json3\neo Esperanto vtt, srt, ttml, srv3, srv2, srv1, json3\net Estonian vtt, srt, ttml, srv3, srv2, srv1, json3\nee Ewe vtt, srt, ttml, srv3, srv2, srv1, json3\nfo Faroese vtt, srt, ttml, srv3, srv2, srv1, json3\nfj Fijian vtt, srt, ttml, srv3, srv2, srv1, json3\nfil Filipino vtt, srt, ttml, srv3, srv2, srv1, json3\nfi Finnish vtt, srt, ttml, srv3, srv2, srv1, json3\nfr French vtt, srt, ttml, srv3, srv2, srv1, json3\ngaa Ga vtt, srt, ttml, srv3, srv2, srv1, json3\ngl Galician vtt, srt, ttml, srv3, srv2, srv1, json3\nlg Ganda vtt, srt, ttml, srv3, srv2, srv1, json3\nka Georgian vtt, srt, ttml, srv3, srv2, srv1, json3\nde German vtt, srt, ttml, srv3, srv2, srv1, json3\nel Greek vtt, srt, ttml, srv3, srv2, srv1, json3\ngn Guarani vtt, srt, ttml, srv3, srv2, srv1, json3\ngu Gujarati vtt, srt, ttml, srv3, srv2, srv1, json3\nht Haitian Creole vtt, srt, ttml, srv3, srv2, srv1, json3\nha Hausa vtt, srt, ttml, srv3, srv2, srv1, json3\nhaw Hawaiian vtt, srt, ttml, srv3, srv2, srv1, json3\niw Hebrew vtt, srt, ttml, srv3, srv2, srv1, json3\nhi Hindi vtt, srt, ttml, srv3, srv2, srv1, json3\nhmn Hmong vtt, srt, ttml, srv3, srv2, srv1, json3\nhu Hungarian vtt, srt, ttml, srv3, srv2, srv1, json3\nis Icelandic vtt, srt, ttml, srv3, srv2, srv1, json3\nig Igbo vtt, srt, ttml, srv3, srv2, srv1, json3\nid Indonesian vtt, srt, ttml, srv3, srv2, srv1, json3\niu Inuktitut vtt, srt, ttml, srv3, srv2, srv1, json3\nga Irish vtt, srt, ttml, srv3, srv2, srv1, json3\nit Italian vtt, srt, ttml, srv3, srv2, srv1, json3\nja Japanese vtt, srt, ttml, srv3, srv2, srv1, json3\njv Javanese vtt, srt, ttml, srv3, srv2, srv1, json3\nkl Kalaallisut vtt, srt, ttml, srv3, srv2, srv1, json3\nkn Kannada vtt, srt, ttml, srv3, srv2, srv1, json3\nkk Kazakh vtt, srt, ttml, srv3, srv2, srv1, json3\nkha Khasi vtt, srt, ttml, srv3, srv2, srv1, json3\nkm Khmer vtt, srt, ttml, srv3, srv2, srv1, json3\nrw Kinyarwanda vtt, srt, ttml, srv3, srv2, srv1, json3\nko Korean vtt, srt, ttml, srv3, srv2, srv1, json3\nkri Krio vtt, srt, ttml, srv3, srv2, srv1, json3\nku Kurdish vtt, srt, ttml, srv3, srv2, srv1, json3\nky Kyrgyz vtt, srt, ttml, srv3, srv2, srv1, json3\nlo Lao vtt, srt, ttml, srv3, srv2, srv1, json3\nla Latin vtt, srt, ttml, srv3, srv2, srv1, json3\nlv Latvian vtt, srt, ttml, srv3, srv2, srv1, json3\nln Lingala vtt, srt, ttml, srv3, srv2, srv1, json3\nlt Lithuanian vtt, srt, ttml, srv3, srv2, srv1, json3\nlua Luba-Lulua vtt, srt, ttml, srv3, srv2, srv1, json3\nluo Luo vtt, srt, ttml, srv3, srv2, srv1, json3\nlb Luxembourgish vtt, srt, ttml, srv3, srv2, srv1, json3\nmk Macedonian vtt, srt, ttml, srv3, srv2, srv1, json3\nmg Malagasy vtt, srt, ttml, srv3, srv2, srv1, json3\nms Malay vtt, srt, ttml, srv3, srv2, srv1, json3\nml Malayalam vtt, srt, ttml, srv3, srv2, srv1, json3\nmt Maltese vtt, srt, ttml, srv3, srv2, srv1, json3\ngv Manx vtt, srt, ttml, srv3, srv2, srv1, json3\nmi Māori vtt, srt, ttml, srv3, srv2, srv1, json3\nmr Marathi vtt, srt, ttml, srv3, srv2, srv1, json3\nmn Mongolian vtt, srt, ttml, srv3, srv2, srv1, json3\nmfe Morisyen vtt, srt, ttml, srv3, srv2, srv1, json3\nne Nepali vtt, srt, ttml, srv3, srv2, srv1, json3\nnew Newari vtt, srt, ttml, srv3, srv2, srv1, json3\nnso Northern Sotho vtt, srt, ttml, srv3, srv2, srv1, json3\nno Norwegian vtt, srt, ttml, srv3, srv2, srv1, json3\nny Nyanja vtt, srt, ttml, srv3, srv2, srv1, json3\noc Occitan vtt, srt, ttml, srv3, srv2, srv1, json3\nor Odia vtt, srt, ttml, srv3, srv2, srv1, json3\nom Oromo vtt, srt, ttml, srv3, srv2, srv1, json3\nos Ossetic vtt, srt, ttml, srv3, srv2, srv1, json3\npam Pampanga vtt, srt, ttml, srv3, srv2, srv1, json3\nps Pashto vtt, srt, ttml, srv3, srv2, srv1, json3\nfa Persian vtt, srt, ttml, srv3, srv2, srv1, json3\npl Polish vtt, srt, ttml, srv3, srv2, srv1, json3\npt Portuguese vtt, srt, ttml, srv3, srv2, srv1, json3\npt-PT Portuguese (Portugal) vtt, srt, ttml, srv3, srv2, srv1, json3\npa Punjabi vtt, srt, ttml, srv3, srv2, srv1, json3\nqu Quechua vtt, srt, ttml, srv3, srv2, srv1, json3\nro Romanian vtt, srt, ttml, srv3, srv2, srv1, json3\nrn Rundi vtt, srt, ttml, srv3, srv2, srv1, json3\nru Russian vtt, srt, ttml, srv3, srv2, srv1, json3\nsm Samoan vtt, srt, ttml, srv3, srv2, srv1, json3\nsg Sango vtt, srt, ttml, srv3, srv2, srv1, json3\nsa Sanskrit vtt, srt, ttml, srv3, srv2, srv1, json3\ngd Scottish Gaelic vtt, srt, ttml, srv3, srv2, srv1, json3\nsr Serbian vtt, srt, ttml, srv3, srv2, srv1, json3\ncrs Seselwa Creole French vtt, srt, ttml, srv3, srv2, srv1, json3\nsn Shona vtt, srt, ttml, srv3, srv2, srv1, json3\nsd Sindhi vtt, srt, ttml, srv3, srv2, srv1, json3\nsi Sinhala vtt, srt, ttml, srv3, srv2, srv1, json3\nsk Slovak vtt, srt, ttml, srv3, srv2, srv1, json3\nsl Slovenian vtt, srt, ttml, srv3, srv2, srv1, json3\nso Somali vtt, srt, ttml, srv3, srv2, srv1, json3\nst Southern Sotho vtt, srt, ttml, srv3, srv2, srv1, json3\nes Spanish vtt, srt, ttml, srv3, srv2, srv1, json3\nsu Sundanese vtt, srt, ttml, srv3, srv2, srv1, json3\nsw Swahili vtt, srt, ttml, srv3, srv2, srv1, json3\nss Swati vtt, srt, ttml, srv3, srv2, srv1, json3\nsv Swedish vtt, srt, ttml, srv3, srv2, srv1, json3\ntg Tajik vtt, srt, ttml, srv3, srv2, srv1, json3\nta Tamil vtt, srt, ttml, srv3, srv2, srv1, json3\ntt Tatar vtt, srt, ttml, srv3, srv2, srv1, json3\nte Telugu vtt, srt, ttml, srv3, srv2, srv1, json3\nth Thai vtt, srt, ttml, srv3, srv2, srv1, json3\nbo Tibetan vtt, srt, ttml, srv3, srv2, srv1, json3\nti Tigrinya vtt, srt, ttml, srv3, srv2, srv1, json3\nto Tongan vtt, srt, ttml, srv3, srv2, srv1, json3\nts Tsonga vtt, srt, ttml, srv3, srv2, srv1, json3\ntn Tswana vtt, srt, ttml, srv3, srv2, srv1, json3\ntum Tumbuka vtt, srt, ttml, srv3, srv2, srv1, json3\ntr Turkish vtt, srt, ttml, srv3, srv2, srv1, json3\ntk Turkmen vtt, srt, ttml, srv3, srv2, srv1, json3\nuk Ukrainian vtt, srt, ttml, srv3, srv2, srv1, json3\nur Urdu vtt, srt, ttml, srv3, srv2, srv1, json3\nug Uyghur vtt, srt, ttml, srv3, srv2, srv1, json3\nuz Uzbek vtt, srt, ttml, srv3, srv2, srv1, json3\nve Venda vtt, srt, ttml, srv3, srv2, srv1, json3\nvi Vietnamese vtt, srt, ttml, srv3, srv2, srv1, json3\nwar Waray vtt, srt, ttml, srv3, srv2, srv1, json3\ncy Welsh vtt, srt, ttml, srv3, srv2, srv1, json3\nfy Western Frisian vtt, srt, ttml, srv3, srv2, srv1, json3\nwo Wolof vtt, srt, ttml, srv3, srv2, srv1, json3\nxh Xhosa vtt, srt, ttml, srv3, srv2, srv1, json3\nyi Yiddish vtt, srt, ttml, srv3, srv2, srv1, json3\nyo Yoruba vtt, srt, ttml, srv3, srv2, srv1, json3\nzu Zulu vtt, srt, ttml, srv3, srv2, srv1, json3\n60a90vHzwc4 has no subtitles\n\n\nExit code: 0","created_at":"2026-07-17T11:25:31.337538Z","finish_reason":null,"metrics":null},{"message_id":"fda7dcb8-ac23-4417-860e-949b77fe14c5","node_id":30,"role":"assistant","content":"","tool_calls":[{"id":"functions.exec:1","name":"exec","arguments":{"command":"cd /tmp && yt-dlp --write-auto-subs --sub-langs en-orig --convert-subs srt --skip-download \"https://www.youtube.com/watch?v=60a90vHzwc4&pp=ugUHEgVlbi1VUw%3D%3D\"","timeout":120000}}],"thinking":"Good. There are automatic captions available. \"en-orig\" is the original English, and \"en\" is English auto-translated. Since the rule says \"get the autogenerated captions\", I should use \"en-orig\" which is the original auto-generated captions (or \"en\" which is the auto-translated equivalent but probably identical for English).\n\nActually, looking at the list: \"en-orig English (Original)\" - this is the auto-generated captions in original language. \"en English\" would be the translated version from original. I'll use \"en-orig\".\n\nI need to download these captions. I'll use:\nyt-dlp --write-auto-subs --sub-langs en-orig --convert-subs srt --skip-download \"URL\"\n\nThen I need to read the SRT file. But first, I should decide on an output directory. The current directory is /Users/root1 (cwd). I should download to a temp location or maybe /tmp. Let me use /tmp to avoid cluttering the home directory.\n\nI'll run the command in /tmp.","created_at":"2026-07-17T11:25:32.712511Z","finish_reason":"tool_calls","metrics":{"ttft_ms":737,"total_time_ms":1374,"input_tokens":5136,"output_tokens":306,"cache_read_tokens":17536,"cache_creation_tokens":null,"tpot_ms":2.081699346405229,"tokens_per_sec":480.37676609105176}},{"message_id":"2fcda646-d6ac-4940-8147-fba56e50c321","node_id":31,"role":"tool","content":"Output from command in shell 86a1a9:\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=60a90vHzwc4&pp=ugUHEgVlbi1VUw%3D%3D\n[youtube] 60a90vHzwc4: Downloading webpage\n[youtube] 60a90vHzwc4: Downloading tv client config\n[youtube] 60a90vHzwc4: Downloading player 882a803a-main\n[youtube] 60a90vHzwc4: Downloading tv player API JSON\n[youtube] 60a90vHzwc4: 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] 60a90vHzwc4: 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] 60a90vHzwc4: Downloading subtitles: en-orig\n[info] 60a90vHzwc4: Downloading 1 format(s): 139-5\n[info] Writing video subtitles to: Brutally Honest Solo Queue Advice To Increase Success in Ranked [60a90vHzwc4].en-orig.vtt\n[download] Destination: Brutally Honest Solo Queue Advice To Increase Success in Ranked [60a90vHzwc4].en-orig.vtt\n\r[download] 1.00KiB at Unknown B/s (00:00:00)\r[download] 3.00KiB at Unknown B/s (00:00:00)\r[download] 7.00KiB at 5.70MiB/s (00:00:00)\r[download] 15.00KiB at 3.92MiB/s (00:00:00)\r[download] 31.00KiB at 1.37MiB/s (00:00:00)\r[download] 36.35KiB at 1.44MiB/s (00:00:00)\r[download] 100% of 36.35KiB in 00:00:00 at 274.62KiB/s\n[SubtitlesConvertor] Converting subtitles\nDeleting original file Brutally Honest Solo Queue Advice To Increase Success in Ranked [60a90vHzwc4].en-orig.vtt (pass -k to keep)\n\n\nExit code: 0","created_at":"2026-07-17T11:25:34.835525Z","finish_reason":null,"metrics":null},{"message_id":"f32a9419-3eeb-4a39-a49f-3d9602c19ebd","node_id":33,"role":"assistant","content":"","tool_calls":[{"id":"functions.read:2","name":"read","arguments":{"file_path":"/tmp/Brutally Honest Solo Queue Advice To Increase Success in Ranked [60a90vHzwc4].en-orig.srt"}}],"thinking":"The download worked, and it converted to srt. The file is in /tmp. Let me read it. The file name is \"Brutally Honest Solo Queue Advice To Increase Success in Ranked [60a90vHzwc4].en-orig.srt\". I can also get the video title from that.\n\nLet me read the SRT file.","created_at":"2026-07-17T11:25:35.635811Z","finish_reason":"tool_calls","metrics":{"ttft_ms":601,"total_time_ms":799,"input_tokens":1092,"output_tokens":122,"cache_read_tokens":22656,"cache_creation_tokens":null,"tpot_ms":1.6229508196721312,"tokens_per_sec":616.1616161616162}},{"message_id":"fbf6468a-cd61-42db-a7bd-e2588c10da24","node_id":34,"role":"tool","content":"\n 1|1\n 2|00:00:00,040 --> 00:00:01,510\n 3|\n 4|Solo queuing in Rainbow Six Siege is\n 5|\n 6|2\n 7|00:00:01,510 --> 00:00:01,520\n 8|Solo queuing in Rainbow Six Siege is\n 9| \n 10|\n 11|3\n 12|00:00:01,520 --> 00:00:02,869\n 13|Solo queuing in Rainbow Six Siege is\n 14|brutal it's frustrating it's\n 15|\n 16|4\n 17|00:00:02,869 --> 00:00:02,879\n 18|brutal it's frustrating it's\n 19| \n 20|\n 21|5\n 22|00:00:02,879 --> 00:00:04,710\n 23|brutal it's frustrating it's\n 24|unpredictable and honestly it can feel\n 25|\n 26|6\n 27|00:00:04,710 --> 00:00:04,720\n 28|unpredictable and honestly it can feel\n 29| \n 30|\n 31|7\n 32|00:00:04,720 --> 00:00:06,670\n 33|unpredictable and honestly it can feel\n 34|downright impossible sometimes but if\n 35|\n 36|8\n 37|00:00:06,670 --> 00:00:06,680\n 38|downright impossible sometimes but if\n 39| \n 40|\n 41|9\n 42|00:00:06,680 --> 00:00:07,869\n 43|downright impossible sometimes but if\n 44|you actually want to improve and win\n 45|\n 46|10\n 47|00:00:07,869 --> 00:00:07,879\n 48|you actually want to improve and win\n 49| \n 50|\n 51|11\n 52|00:00:07,879 --> 00:00:09,669\n 53|you actually want to improve and win\n 54|games alone you've got to face the harsh\n 55|\n 56|12\n 57|00:00:09,669 --> 00:00:09,679\n 58|games alone you've got to face the harsh\n 59| \n 60|\n 61|13\n 62|00:00:09,679 --> 00:00:11,629\n 63|games alone you've got to face the harsh\n 64|truth headon so let's get into it here's\n 65|\n 66|14\n 67|00:00:11,629 --> 00:00:11,639\n 68|truth headon so let's get into it here's\n 69| \n 70|\n 71|15\n 72|00:00:11,639 --> 00:00:13,070\n 73|truth headon so let's get into it here's\n 74|some brutally honest solo que advice\n 75|\n 76|16\n 77|00:00:13,070 --> 00:00:13,080\n 78|some brutally honest solo que advice\n 79| \n 80|\n 81|17\n 82|00:00:13,080 --> 00:00:14,589\n 83|some brutally honest solo que advice\n 84|that'll either make you better or make\n 85|\n 86|18\n 87|00:00:14,589 --> 00:00:14,599\n 88|that'll either make you better or make\n 89| \n 90|\n 91|19\n 92|00:00:14,599 --> 00:00:16,029\n 93|that'll either make you better or make\n 94|you never want to do it again first off\n 95|\n 96|20\n 97|00:00:16,029 --> 00:00:16,039\n 98|you never want to do it again first off\n 99| \n 100|\n 101|21\n 102|00:00:16,039 --> 00:00:17,550\n 103|you never want to do it again first off\n 104|let's get one thing straight you are\n 105|\n 106|22\n 107|00:00:17,550 --> 00:00:17,560\n 108|let's get one thing straight you are\n 109| \n 110|\n 111|23\n 112|00:00:17,560 --> 00:00:19,710\n 113|let's get one thing straight you are\n 114|going to lose games period Siege is a\n 115|\n 116|24\n 117|00:00:19,710 --> 00:00:19,720\n 118|going to lose games period Siege is a\n 119| \n 120|\n 121|25\n 122|00:00:19,720 --> 00:00:21,150\n 123|going to lose games period Siege is a\n 124|team game and you're playing it alone\n 125|\n 126|26\n 127|00:00:21,150 --> 00:00:21,160\n 128|team game and you're playing it alone\n 129| \n 130|\n 131|27\n 132|00:00:21,160 --> 00:00:22,509\n 133|team game and you're playing it alone\n 134|you're relying on random teammates who\n 135|\n 136|28\n 137|00:00:22,509 --> 00:00:22,519\n 138|you're relying on random teammates who\n 139| \n 140|\n 141|29\n 142|00:00:22,519 --> 00:00:24,230\n 143|you're relying on random teammates who\n 144|don't communicate don't drone and don't\n 145|\n 146|30\n 147|00:00:24,230 --> 00:00:24,240\n 148|don't communicate don't drone and don't\n 149| \n 150|\n 151|31\n 152|00:00:24,240 --> 00:00:25,990\n 153|don't communicate don't drone and don't\n 154|play to win oh and the matchmaking for\n 155|\n 156|32\n 157|00:00:25,990 --> 00:00:26,000\n 158|play to win oh and the matchmaking for\n 159| \n 160|\n 161|33\n 162|00:00:26,000 --> 00:00:27,390\n 163|play to win oh and the matchmaking for\n 164|it it's completely trash you'll get\n 165|\n 166|34\n 167|00:00:27,390 --> 00:00:27,400\n 168|it it's completely trash you'll get\n 169| \n 170|\n 171|35\n 172|00:00:27,400 --> 00:00:28,790\n 173|it it's completely trash you'll get\n 174|paired with people who have no idea what\n 175|\n 176|36\n 177|00:00:28,790 --> 00:00:28,800\n 178|paired with people who have no idea what\n 179| \n 180|\n 181|37\n 182|00:00:28,800 --> 00:00:29,990\n 183|paired with people who have no idea what\n 184|they're doing while facing against a\n 185|\n 186|38\n 187|00:00:29,990 --> 00:00:30,000\n 188|they're doing while facing against a\n 189| \n 190|\n 191|39\n 192|00:00:30,000 --> 00:00:31,790\n 193|they're doing while facing against a\n 194|five stack who is trying their ass off\n 195|\n 196|40\n 197|00:00:31,790 --> 00:00:31,800\n 198|five stack who is trying their ass off\n 199| \n 200|\n 201|41\n 202|00:00:31,800 --> 00:00:33,630\n 203|five stack who is trying their ass off\n 204|when you're solo expect to lose at least\n 205|\n 206|42\n 207|00:00:33,630 --> 00:00:33,640\n 208|when you're solo expect to lose at least\n 209| \n 210|\n 211|43\n 212|00:00:33,640 --> 00:00:35,110\n 213|when you're solo expect to lose at least\n 214|half your games stop expecting the\n 215|\n 216|44\n 217|00:00:35,110 --> 00:00:35,120\n 218|half your games stop expecting the\n 219| \n 220|\n 221|45\n 222|00:00:35,120 --> 00:00:36,229\n 223|half your games stop expecting the\n 224|randoms in your game to carry their\n 225|\n 226|46\n 227|00:00:36,229 --> 00:00:36,239\n 228|randoms in your game to carry their\n 229| \n 230|\n 231|47\n 232|00:00:36,239 --> 00:00:37,670\n 233|randoms in your game to carry their\n 234|weight because they probably won't the\n 235|\n 236|48\n 237|00:00:37,670 --> 00:00:37,680\n 238|weight because they probably won't the\n 239| \n 240|\n 241|49\n 242|00:00:37,680 --> 00:00:39,190\n 243|weight because they probably won't the\n 244|sooner you accept that the less rage\n 245|\n 246|50\n 247|00:00:39,190 --> 00:00:39,200\n 248|sooner you accept that the less rage\n 249| \n 250|\n 251|51\n 252|00:00:39,200 --> 00:00:40,389\n 253|sooner you accept that the less rage\n 254|you'll feel and the faster you'll\n 255|\n 256|52\n 257|00:00:40,389 --> 00:00:40,399\n 258|you'll feel and the faster you'll\n 259| \n 260|\n 261|53\n 262|00:00:40,399 --> 00:00:41,670\n 263|you'll feel and the faster you'll\n 264|improve and this actually brings me to\n 265|\n 266|54\n 267|00:00:41,670 --> 00:00:41,680\n 268|improve and this actually brings me to\n 269| \n 270|\n 271|55\n 272|00:00:41,680 --> 00:00:43,470\n 273|improve and this actually brings me to\n 274|my next point if you want to win solo qu\n 275|\n 276|56\n 277|00:00:43,470 --> 00:00:43,480\n 278|my next point if you want to win solo qu\n 279| \n 280|\n 281|57\n 282|00:00:43,480 --> 00:00:45,270\n 283|my next point if you want to win solo qu\n 284|games you have to be the carry there is\n 285|\n 286|58\n 287|00:00:45,270 --> 00:00:45,280\n 288|games you have to be the carry there is\n 289| \n 290|\n 291|59\n 292|00:00:45,280 --> 00:00:46,830\n 293|games you have to be the carry there is\n 294|zero blame in your team you need to take\n 295|\n 296|60\n 297|00:00:46,830 --> 00:00:46,840\n 298|zero blame in your team you need to take\n 299| \n 300|\n 301|61\n 302|00:00:46,840 --> 00:00:48,389\n 303|zero blame in your team you need to take\n 304|full accountability for every single\n 305|\n 306|62\n 307|00:00:48,389 --> 00:00:48,399\n 308|full accountability for every single\n 309| \n 310|\n 311|63\n 312|00:00:48,399 --> 00:00:49,869\n 313|full accountability for every single\n 314|round that means getting kills creating\n 315|\n 316|64\n 317|00:00:49,869 --> 00:00:49,879\n 318|round that means getting kills creating\n 319| \n 320|\n 321|65\n 322|00:00:49,879 --> 00:00:51,310\n 323|round that means getting kills creating\n 324|space clutching up and closing out\n 325|\n 326|66\n 327|00:00:51,310 --> 00:00:51,320\n 328|space clutching up and closing out\n 329| \n 330|\n 331|67\n 332|00:00:51,320 --> 00:00:52,590\n 333|space clutching up and closing out\n 334|rounds yourself think of it like you're\n 335|\n 336|68\n 337|00:00:52,590 --> 00:00:52,600\n 338|rounds yourself think of it like you're\n 339| \n 340|\n 341|69\n 342|00:00:52,600 --> 00:00:54,590\n 343|rounds yourself think of it like you're\n 344|the Thanos of Siege the mindset going in\n 345|\n 346|70\n 347|00:00:54,590 --> 00:00:54,600\n 348|the Thanos of Siege the mindset going in\n 349| \n 350|\n 351|71\n 352|00:00:54,600 --> 00:00:55,990\n 353|the Thanos of Siege the mindset going in\n 354|should be that I'm the best player on\n 355|\n 356|72\n 357|00:00:55,990 --> 00:00:56,000\n 358|should be that I'm the best player on\n 359| \n 360|\n 361|73\n 362|00:00:56,000 --> 00:00:57,430\n 363|should be that I'm the best player on\n 364|this team so I need to play like the\n 365|\n 366|74\n 367|00:00:57,430 --> 00:00:57,440\n 368|this team so I need to play like the\n 369| \n 370|\n 371|75\n 372|00:00:57,440 --> 00:00:58,310\n 373|this team so I need to play like the\n 374|best if you're waiting for your\n 375|\n 376|76\n 377|00:00:58,310 --> 00:00:58,320\n 378|best if you're waiting for your\n 379| \n 380|\n 381|77\n 382|00:00:58,320 --> 00:00:59,990\n 383|best if you're waiting for your\n 384|teammates to do the work for you you're\n 385|\n 386|78\n 387|00:00:59,990 --> 00:01:00,000\n 388|teammates to do the work for you you're\n 389| \n 390|\n 391|79\n 392|00:01:00,000 --> 00:01:01,310\n 393|teammates to do the work for you you're\n 394|already losing this isn't the time to\n 395|\n 396|80\n 397|00:01:01,310 --> 00:01:01,320\n 398|already losing this isn't the time to\n 399| \n 400|\n 401|81\n 402|00:01:01,320 --> 00:01:03,029\n 403|already losing this isn't the time to\n 404|play support or fill roles if you want\n 405|\n 406|82\n 407|00:01:03,029 --> 00:01:03,039\n 408|play support or fill roles if you want\n 409| \n 410|\n 411|83\n 412|00:01:03,039 --> 00:01:05,030\n 413|play support or fill roles if you want\n 414|to win play to dominate which means most\n 415|\n 416|84\n 417|00:01:05,030 --> 00:01:05,040\n 418|to win play to dominate which means most\n 419| \n 420|\n 421|85\n 422|00:01:05,040 --> 00:01:06,510\n 423|to win play to dominate which means most\n 424|of the time stop trying to fill the gaps\n 425|\n 426|86\n 427|00:01:06,510 --> 00:01:06,520\n 428|of the time stop trying to fill the gaps\n 429| \n 430|\n 431|87\n 432|00:01:06,520 --> 00:01:07,789\n 433|of the time stop trying to fill the gaps\n 434|in your team comp you're not playing to\n 435|\n 436|88\n 437|00:01:07,789 --> 00:01:07,799\n 438|in your team comp you're not playing to\n 439| \n 440|\n 441|89\n 442|00:01:07,799 --> 00:01:09,270\n 443|in your team comp you're not playing to\n 444|make your randoms happy you are playing\n 445|\n 446|90\n 447|00:01:09,270 --> 00:01:09,280\n 448|make your randoms happy you are playing\n 449| \n 450|\n 451|91\n 452|00:01:09,280 --> 00:01:11,109\n 453|make your randoms happy you are playing\n 454|the game to win so pick the operators\n 455|\n 456|92\n 457|00:01:11,109 --> 00:01:11,119\n 458|the game to win so pick the operators\n 459| \n 460|\n 461|93\n 462|00:01:11,119 --> 00:01:12,350\n 463|the game to win so pick the operators\n 464|you're best at if you're an ash one\n 465|\n 466|94\n 467|00:01:12,350 --> 00:01:12,360\n 468|you're best at if you're an ash one\n 469| \n 470|\n 471|95\n 472|00:01:12,360 --> 00:01:13,830\n 473|you're best at if you're an ash one\n 474|trick then pick Ash if you're a blitz\n 475|\n 476|96\n 477|00:01:13,830 --> 00:01:13,840\n 478|trick then pick Ash if you're a blitz\n 479| \n 480|\n 481|97\n 482|00:01:13,840 --> 00:01:15,429\n 483|trick then pick Ash if you're a blitz\n 484|Min then grab that shield and wreak\n 485|\n 486|98\n 487|00:01:15,429 --> 00:01:15,439\n 488|Min then grab that shield and wreak\n 489| \n 490|\n 491|99\n 492|00:01:15,439 --> 00:01:16,749\n 493|Min then grab that shield and wreak\n 494|havoc on the enemy if you notice after\n 495|\n 496|100\n 497|00:01:16,749 --> 00:01:16,759\n 498|havoc on the enemy if you notice after\n 499| \n 500|\n 501|101\n 502|00:01:16,759 --> 00:01:17,710\n 503|havoc on the enemy if you notice after\n 504|round one that your teammates aren't\n 505|\n 506|102\n 507|00:01:17,710 --> 00:01:17,720\n 508|round one that your teammates aren't\n 509| \n 510|\n 511|103\n 512|00:01:17,720 --> 00:01:18,670\n 513|round one that your teammates aren't\n 514|working together or they're just\n 515|\n 516|104\n 517|00:01:18,670 --> 00:01:18,680\n 518|working together or they're just\n 519| \n 520|\n 521|105\n 522|00:01:18,680 --> 00:01:20,030\n 523|working together or they're just\n 524|straight up bad then don't waste your\n 525|\n 526|106\n 527|00:01:20,030 --> 00:01:20,040\n 528|straight up bad then don't waste your\n 529| \n 530|\n 531|107\n 532|00:01:20,040 --> 00:01:21,590\n 533|straight up bad then don't waste your\n 534|time trying to coordinate play your best\n 535|\n 536|108\n 537|00:01:21,590 --> 00:01:21,600\n 538|time trying to coordinate play your best\n 539| \n 540|\n 541|109\n 542|00:01:21,600 --> 00:01:23,429\n 543|time trying to coordinate play your best\n 544|operator and carry the team maximize\n 545|\n 546|110\n 547|00:01:23,429 --> 00:01:23,439\n 548|operator and carry the team maximize\n 549| \n 550|\n 551|111\n 552|00:01:23,439 --> 00:01:25,190\n 553|operator and carry the team maximize\n 554|your own performance this is about what\n 555|\n 556|112\n 557|00:01:25,190 --> 00:01:25,200\n 558|your own performance this is about what\n 559| \n 560|\n 561|113\n 562|00:01:25,200 --> 00:01:27,069\n 563|your own performance this is about what\n 564|you can do to win not your teammates and\n 565|\n 566|114\n 567|00:01:27,069 --> 00:01:27,079\n 568|you can do to win not your teammates and\n 569| \n 570|\n 571|115\n 572|00:01:27,079 --> 00:01:28,270\n 573|you can do to win not your teammates and\n 574|certain operators are actually just\n 575|\n 576|116\n 577|00:01:28,270 --> 00:01:28,280\n 578|certain operators are actually just\n 579| \n 580|\n 581|117\n 582|00:01:28,280 --> 00:01:29,510\n 583|certain operators are actually just\n 584|better for solo Cube because of their\n 585|\n 586|118\n 587|00:01:29,510 --> 00:01:29,520\n 588|better for solo Cube because of their\n 589| \n 590|\n 591|119\n 592|00:01:29,520 --> 00:01:31,149\n 593|better for solo Cube because of their\n 594|versatile St kits these are Ops that let\n 595|\n 596|120\n 597|00:01:31,149 --> 00:01:31,159\n 598|versatile St kits these are Ops that let\n 599| \n 600|\n 601|121\n 602|00:01:31,159 --> 00:01:32,749\n 603|versatile St kits these are Ops that let\n 604|you adapt carry and impact the game\n 605|\n 606|122\n 607|00:01:32,749 --> 00:01:32,759\n 608|you adapt carry and impact the game\n 609| \n 610|\n 611|123\n 612|00:01:32,759 --> 00:01:34,350\n 613|you adapt carry and impact the game\n 614|without relying on your team on attack\n 615|\n 616|124\n 617|00:01:34,350 --> 00:01:34,360\n 618|without relying on your team on attack\n 619| \n 620|\n 621|125\n 622|00:01:34,360 --> 00:01:35,830\n 623|without relying on your team on attack\n 624|consider operators like Buck for his\n 625|\n 626|126\n 627|00:01:35,830 --> 00:01:35,840\n 628|consider operators like Buck for his\n 629| \n 630|\n 631|127\n 632|00:01:35,840 --> 00:01:37,670\n 633|consider operators like Buck for his\n 634|soft breach and frag potential damos for\n 635|\n 636|128\n 637|00:01:37,670 --> 00:01:37,680\n 638|soft breach and frag potential damos for\n 639| \n 640|\n 641|129\n 642|00:01:37,680 --> 00:01:39,389\n 643|soft breach and frag potential damos for\n 644|his aggressive fragon and map control\n 645|\n 646|130\n 647|00:01:39,389 --> 00:01:39,399\n 648|his aggressive fragon and map control\n 649| \n 650|\n 651|131\n 652|00:01:39,399 --> 00:01:41,310\n 653|his aggressive fragon and map control\n 654|capile for his ability to clear smoke\n 655|\n 656|132\n 657|00:01:41,310 --> 00:01:41,320\n 658|capile for his ability to clear smoke\n 659| \n 660|\n 661|133\n 662|00:01:41,320 --> 00:01:43,350\n 663|capile for his ability to clear smoke\n 664|and open up hatches and Grim for Intel\n 665|\n 666|134\n 667|00:01:43,350 --> 00:01:43,360\n 668|and open up hatches and Grim for Intel\n 669| \n 670|\n 671|135\n 672|00:01:43,360 --> 00:01:44,830\n 673|and open up hatches and Grim for Intel\n 674|and chaos and on defense you have\n 675|\n 676|136\n 677|00:01:44,830 --> 00:01:44,840\n 678|and chaos and on defense you have\n 679| \n 680|\n 681|137\n 682|00:01:44,840 --> 00:01:47,310\n 683|and chaos and on defense you have\n 684|soulless Legion mute vigil and finer who\n 685|\n 686|138\n 687|00:01:47,310 --> 00:01:47,320\n 688|soulless Legion mute vigil and finer who\n 689| \n 690|\n 691|139\n 692|00:01:47,320 --> 00:01:49,350\n 693|soulless Legion mute vigil and finer who\n 694|are all great operators and menaces to\n 695|\n 696|140\n 697|00:01:49,350 --> 00:01:49,360\n 698|are all great operators and menaces to\n 699| \n 700|\n 701|141\n 702|00:01:49,360 --> 00:01:50,709\n 703|are all great operators and menaces to\n 704|go against pick operators that let you\n 705|\n 706|142\n 707|00:01:50,709 --> 00:01:50,719\n 708|go against pick operators that let you\n 709| \n 710|\n 711|143\n 712|00:01:50,719 --> 00:01:52,190\n 713|go against pick operators that let you\n 714|make plays by yourself while still\n 715|\n 716|144\n 717|00:01:52,190 --> 00:01:52,200\n 718|make plays by yourself while still\n 719| \n 720|\n 721|145\n 722|00:01:52,200 --> 00:01:53,550\n 723|make plays by yourself while still\n 724|helping your team just enough but\n 725|\n 726|146\n 727|00:01:53,550 --> 00:01:53,560\n 728|helping your team just enough but\n 729| \n 730|\n 731|147\n 732|00:01:53,560 --> 00:01:55,230\n 733|helping your team just enough but\n 734|remember it's about you maximizing your\n 735|\n 736|148\n 737|00:01:55,230 --> 00:01:55,240\n 738|remember it's about you maximizing your\n 739| \n 740|\n 741|149\n 742|00:01:55,240 --> 00:01:56,590\n 743|remember it's about you maximizing your\n 744|impact not relying on your team to\n 745|\n 746|150\n 747|00:01:56,590 --> 00:01:56,600\n 748|impact not relying on your team to\n 749| \n 750|\n 751|151\n 752|00:01:56,600 --> 00:01:57,950\n 753|impact not relying on your team to\n 754|capitalize and if you're actually\n 755|\n 756|152\n 757|00:01:57,950 --> 00:01:57,960\n 758|capitalize and if you're actually\n 759| \n 760|\n 761|153\n 762|00:01:57,960 --> 00:01:59,149\n 763|capitalize and if you're actually\n 764|serious about winning these games then\n 765|\n 766|154\n 767|00:01:59,149 --> 00:01:59,159\n 768|serious about winning these games then\n 769| \n 770|\n 771|155\n 772|00:01:59,159 --> 00:02:01,109\n 773|serious about winning these games then\n 774|you have to stop tilting stop trolling\n 775|\n 776|156\n 777|00:02:01,109 --> 00:02:01,119\n 778|you have to stop tilting stop trolling\n 779| \n 780|\n 781|157\n 782|00:02:01,119 --> 00:02:02,709\n 783|you have to stop tilting stop trolling\n 784|and stop giving up every round is\n 785|\n 786|158\n 787|00:02:02,709 --> 00:02:02,719\n 788|and stop giving up every round is\n 789| \n 790|\n 791|159\n 792|00:02:02,719 --> 00:02:04,190\n 793|and stop giving up every round is\n 794|winnable even ones with the worst\n 795|\n 796|160\n 797|00:02:04,190 --> 00:02:04,200\n 798|winnable even ones with the worst\n 799| \n 800|\n 801|161\n 802|00:02:04,200 --> 00:02:05,670\n 803|winnable even ones with the worst\n 804|teammates but you have to keep that your\n 805|\n 806|162\n 807|00:02:05,670 --> 00:02:05,680\n 808|teammates but you have to keep that your\n 809| \n 810|\n 811|163\n 812|00:02:05,680 --> 00:02:07,350\n 813|teammates but you have to keep that your\n 814|focus treat every death like it's your\n 815|\n 816|164\n 817|00:02:07,350 --> 00:02:07,360\n 818|focus treat every death like it's your\n 819| \n 820|\n 821|165\n 822|00:02:07,360 --> 00:02:08,910\n 823|focus treat every death like it's your\n 824|fault not your teammates even if you're\n 825|\n 826|166\n 827|00:02:08,910 --> 00:02:08,920\n 828|fault not your teammates even if you're\n 829| \n 830|\n 831|167\n 832|00:02:08,920 --> 00:02:10,350\n 833|fault not your teammates even if you're\n 834|doing everything right act like there's\n 835|\n 836|168\n 837|00:02:10,350 --> 00:02:10,360\n 838|doing everything right act like there's\n 839| \n 840|\n 841|169\n 842|00:02:10,360 --> 00:02:12,070\n 843|doing everything right act like there's\n 844|more you can do and most importantly\n 845|\n 846|170\n 847|00:02:12,070 --> 00:02:12,080\n 848|more you can do and most importantly\n 849| \n 850|\n 851|171\n 852|00:02:12,080 --> 00:02:13,470\n 853|more you can do and most importantly\n 854|don't argue with your teammates it's a\n 855|\n 856|172\n 857|00:02:13,470 --> 00:02:13,480\n 858|don't argue with your teammates it's a\n 859| \n 860|\n 861|173\n 862|00:02:13,480 --> 00:02:15,030\n 863|don't argue with your teammates it's a\n 864|complete waste of energy they're already\n 865|\n 866|174\n 867|00:02:15,030 --> 00:02:15,040\n 868|complete waste of energy they're already\n 869| \n 870|\n 871|175\n 872|00:02:15,040 --> 00:02:16,430\n 873|complete waste of energy they're already\n 874|horrible and you arguing with them is\n 875|\n 876|176\n 877|00:02:16,430 --> 00:02:16,440\n 878|horrible and you arguing with them is\n 879| \n 880|\n 881|177\n 882|00:02:16,440 --> 00:02:17,589\n 883|horrible and you arguing with them is\n 884|just going to make them worse or just\n 885|\n 886|178\n 887|00:02:17,589 --> 00:02:17,599\n 888|just going to make them worse or just\n 889| \n 890|\n 891|179\n 892|00:02:17,599 --> 00:02:19,110\n 893|just going to make them worse or just\n 894|throw the game instead Focus all your\n 895|\n 896|180\n 897|00:02:19,110 --> 00:02:19,120\n 898|throw the game instead Focus all your\n 899| \n 900|\n 901|181\n 902|00:02:19,120 --> 00:02:20,790\n 903|throw the game instead Focus all your\n 904|energy on your tactics your plays and\n 905|\n 906|182\n 907|00:02:20,790 --> 00:02:20,800\n 908|energy on your tactics your plays and\n 909| \n 910|\n 911|183\n 912|00:02:20,800 --> 00:02:22,470\n 913|energy on your tactics your plays and\n 914|what you can do better solo queuing is\n 915|\n 916|184\n 917|00:02:22,470 --> 00:02:22,480\n 918|what you can do better solo queuing is\n 919| \n 920|\n 921|185\n 922|00:02:22,480 --> 00:02:24,470\n 923|what you can do better solo queuing is\n 924|not easy it is definitely a grind and\n 925|\n 926|186\n 927|00:02:24,470 --> 00:02:24,480\n 928|not easy it is definitely a grind and\n 929| \n 930|\n 931|187\n 932|00:02:24,480 --> 00:02:25,710\n 933|not easy it is definitely a grind and\n 934|it's going to push you to your limits\n 935|\n 936|188\n 937|00:02:25,710 --> 00:02:25,720\n 938|it's going to push you to your limits\n 939| \n 940|\n 941|189\n 942|00:02:25,720 --> 00:02:26,830\n 943|it's going to push you to your limits\n 944|but if you master these principles\n 945|\n 946|190\n 947|00:02:26,830 --> 00:02:26,840\n 948|but if you master these principles\n 949| \n 950|\n 951|191\n 952|00:02:26,840 --> 00:02:28,630\n 953|but if you master these principles\n 954|you'll not only survive you'll Thrive\n 955|\n 956|192\n 957|00:02:28,630 --> 00:02:28,640\n 958|you'll not only survive you'll Thrive\n 959| \n 960|\n 961|193\n 962|00:02:28,640 --> 00:02:30,150\n 963|you'll not only survive you'll Thrive\n 964|stop making excuses start take an\n 965|\n 966|194\n 967|00:02:30,150 --> 00:02:30,160\n 968|stop making excuses start take an\n 969| \n 970|\n 971|195\n 972|00:02:30,160 --> 00:02:32,190\n 973|stop making excuses start take an\n 974|accountability and go dominate solo CU\n 975|\n 976|196\n 977|00:02:32,190 --> 00:02:32,200\n 978|accountability and go dominate solo CU\n 979| \n 980|\n 981|197\n 982|00:02:32,200 --> 00:02:33,390\n 983|accountability and go dominate solo CU\n 984|if you found this helpful at all make\n 985|\n 986|198\n 987|00:02:33,390 --> 00:02:33,400\n 988|if you found this helpful at all make\n 989| \n 990|\n 991|199\n 992|00:02:33,400 --> 00:02:34,670\n 993|if you found this helpful at all make\n 994|sure you like this video And subscribe\n 995|\n 996|200\n 997|00:02:34,670 --> 00:02:34,680\n 998|sure you like this video And subscribe\n 999| \n1000|\n1001|201\n1002|00:02:34,680 --> 00:02:35,869\n1003|sure you like this video And subscribe\n1004|to my channel and let me know down in\n1005|\n1006|202\n1007|00:02:35,869 --> 00:02:35,879\n1008|to my channel and let me know down in\n1009| \n1010|\n1011|203\n1012|00:02:35,879 --> 00:02:37,190\n1013|to my channel and let me know down in\n1014|the comments some of you guys' biggest\n1015|\n1016|204\n1017|00:02:37,190 --> 00:02:37,200\n1018|the comments some of you guys' biggest\n1019| \n1020|\n1021|205\n1022|00:02:37,200 --> 00:02:38,589\n1023|the comments some of you guys' biggest\n1024|struggles when solo queing make sure you\n1025|\n1026|206\n1027|00:02:38,589 --> 00:02:38,599\n1028|struggles when solo queing make sure you\n1029| \n1030|\n1031|207\n1032|00:02:38,599 --> 00:02:39,630\n1033|struggles when solo queing make sure you\n1034|hit that notification Bell to stay\n1035|\n1036|208\n1037|00:02:39,630 --> 00:02:39,640\n1038|hit that notification Bell to stay\n1039| \n1040|\n1041|209\n1042|00:02:39,640 --> 00:02:40,910\n1043|hit that notification Bell to stay\n1044|updated on my videos and I'll see you in\n1045|\n1046|210\n1047|00:02:40,910 --> 00:02:40,920\n1048|updated on my videos and I'll see you in\n1049| \n1050|\n1051|211\n1052|00:02:40,920 --> 00:02:45,599\n1053|updated on my videos and I'll see you in\n1054|the next one peace\n","created_at":"2026-07-17T11:25:35.684382Z","finish_reason":null,"metrics":null},{"message_id":"4d67902f-9217-495c-ac55-73c91568d35f","node_id":36,"role":"assistant","content":"**Summary: \"Brutally Honest Solo Queue Advice To Increase Success in Ranked\"**\n\nThis is a short, motivational Rainbow Six Siege guide focused on how to win while solo queuing in ranked.\n\n**Core mindset**\n- Accept that solo queue is brutal: matchmaking is inconsistent, teammates may not communicate or drone, and you’ll often face coordinated five-stacks. Expect to lose roughly half your games.\n- Take full accountability for every round. If you want to win, you have to be the carry—get kills, create space, clutch, and close rounds yourself.\n- Play to dominate, not to fill. Pick the operators you’re best at, even if it means ignoring the “ideal” team comp.\n\n**Operator picks for solo queue**\n- **Attack:** Buck (soft breach + frag potential), Ram (aggressive frag + map control), Capitão (smoke clear + hatch opening), Grim (intel + chaos).\n- **Defense:** Solis, Lesion, Mute, Vigil, Fenrir.\n- The theme is choosing versatile operators who let you make plays independently while still contributing to the team.\n\n**In-game behavior**\n- Stop tilting, trolling, and giving up. Every round is winnable.\n- Treat every death as your fault, even when teammates are bad—ask what more you could have done.\n- Don’t argue with teammates; it wastes energy and can make them play worse. Focus on your own tactics and plays.\n\nThe video’s bottom line: stop making excuses, take accountability, and play to dominate.","tool_calls":[],"thinking":"I've read the full transcript. The video is titled \"Brutally Honest Solo Queue Advice To Increase Success in Ranked\" and it's about Rainbow Six Siege solo queue advice.\n\nNow I can name the session and provide the summary. But wait, the rule says \"if asked to summarize a YouTube video, do not name the session until after reading and understanding the full YouTube video transcript\". The user didn't explicitly ask to summarize, but they pasted a YouTube link. The AGENTS rule says \"If I ever paste in a YouTube link, use yt-dlp to summarize the video.\" So I should summarize it.\n\nThe transcript is relatively short (1055 lines, but many are empty lines and duplicate lines due to the SRT conversion from VTT - it seems every line was split into duplicate timestamp entries with a blank entry). The actual content is about 2 minutes 45 seconds.\n\nLet me parse the transcript mentally:\n- Solo queuing in Rainbow Six Siege is brutal, frustrating, unpredictable, and can feel impossible.\n- If you want to improve and win alone, you need to accept the harsh truth.\n- You are going to lose games because it's a team game, and matchmaking is trash. You might be paired with bad players against a coordinated five-stack.\n- Expect to lose at least half your games. Stop expecting randoms to carry.\n- To win solo queue, you must be the carry. Take full accountability for every round - getting kills, creating space, clutching, closing out rounds.\n- Mindset: \"I'm the best player on this team.\" Play to dominate, not to fill support roles. Pick your best operators (Ash, Blitz, etc.) rather than trying to make randoms happy with team comp.\n- If teammates are bad after round one, don't try to coordinate, just play your best operator and carry.\n- Operators good for solo queue due to versatile kits:\n - Attack: Buck (soft breach + frag), Ram (aggressive frag + map control - actually \"damos\" seems like a mis-ASR, probably \"Ram\" the operator; wait \"damos for his aggressive fragon\" - probably \"Ram\"), Capitao (clear smoke, open hatches), Grim (intel + chaos)\n - Defense: Solis, Lesion, Mute, Vigil, Fenrir (all good solo operators and menaces)\n- Pick operators that let you make plays by yourself while still helping team enough. Maximize your impact, not rely on team to capitalize.\n- Stop tilting, trolling, giving up. Every round is winnable.\n- Treat every death as your fault. Act like there's more you can do. Don't argue with teammates - waste of energy, makes them worse. Focus on tactics and your plays.\n- Solo queue is a grind, but if you master these principles you'll survive and thrive.\n- Stop making excuses, take accountability, dominate solo queue.\n- CTA: like, subscribe, comment your biggest struggles, hit notification bell.\n\nThe transcript has a lot of ASR errors: \"Solo que\" instead of \"solo queue\", \"st kits\" for \"kits\", \"Cube\" for \"queue\", \"damos\" for \"Ram\" likely, \"fragon\" for \"frag\", \"capile\" for \"Capitao\", \"finer\" for \"Fenrir\", \"CU\" for \"queue\", etc. I should clean these up in the summary.\n\nI don't need to use a tool to name the session - the Devin CLI session name might be automatic or I can name it. But I should now summarize. Let me provide a summary.","created_at":"2026-07-17T11:25:38.963853Z","finish_reason":"stop","metrics":{"ttft_ms":913,"total_time_ms":3278,"input_tokens":10339,"output_tokens":1070,"cache_read_tokens":23680,"cache_creation_tokens":null,"tpot_ms":2.210280373831776,"tokens_per_sec":452.43128964059196}}]}