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Added `answer.md` explaining the Codex CLI’s queue-driven session/turn state machine, including submission handling, task orchestration, and the iterative turn-processing loop with citations into the upstream source code.【F:answer.md†L1-L17】\n\n**Testing**\n* ⚠️ Not run (not requested)",{},"82aebf6f-8f1e-41d2-a637-2ab5c9ced2b3",{"_95":92,"_174":-5,"_484":510},{"_493":45,"_494":508},{"_502":57,"_503":504,"_489":505,"_491":506,"_507":15},"exclude_after_next_user_message","reasoning_status","is_reasoning",3,251,"is_initial_reasoning_message",[509],"I'll summarize the `answer.md` and reference specific lines, indicating no tests ran.",{},"5cf2e4f7-0c4c-479a-a748-26f03836d3e1",{"_95":519,"_174":520,"_484":521},1759287147.406326,{"_493":45,"_494":517},{},"commentary",[518],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 5281, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# nl -ba answer.md\", \" 1 # How Codex Orchestrates a Coding Session\", \" 2\", \" 3 The open-source Codex CLI is structured around an explicit event/state machine rather than a single prompt. When a sessi\", \"on starts, `Codex::spawn` wires up submission and event channels, creates a `Session`, and launches an async `submission_loop` t\", \"hat keeps running until shutdown.【F:codex/codex-rs/core/src/codex.rs†L180-L227】【F:codex/codex-rs/core/src/codex.rs†L1103-L148\", \"5】 A `Session` owns the durable pieces of state (conversation history, approved commands, token/rate-limit data) alongside serv\", \"ice handles such as the rollout recorder and MCP/tool managers.【F:codex/codex-rs/core/src/codex.rs†L262-L272】【F:codex/codex-r\", \"s/core/src/state/session.rs†L1-L80】【F:codex/codex-rs/core/src/state/service.rs†L1-L18】 Per-turn concerns live in `ActiveTurn`\", \"/`TurnState`, which track the running task, pending approvals, and queued user input that arrives while the model is busy.【F:co\", \"dex/codex-rs/core/src/state/turn.rs†L1-L115】 The combination of these structs is the in-memory state machine that front-ends li\", \"ke the TUI query and manipulate.\", \" 4\", \" 5 ## Submission loop and task management\", \" 6\", \" 7 All user-facing actions (`/interrupt`, `/review`, `/model`, etc.) become `Op` submissions. The `submission_loop` matches\", \" on each op to mutate the turn context or dispatch work: it can override the model/cwd, enqueue extra user input into the active\", \" turn, spawn a new task when no turn is running, start review/compact tasks, or shut everything down cleanly.【F:codex/codex-rs/\", \"core/src/codex.rs†L1103-L1485】 When a new task is needed, `Session::spawn_task` first aborts any existing task, records the new\", \" `RunningTask` in `ActiveTurn`, and ensures only one task runs at a time. Completion and abort events are emitted in one place s\", \"o the UI can render consistent lifecycle transitions.【F:codex/codex-rs/core/src/tasks/mod.rs†L59-L163】 Because user input can\", \"arrive mid-turn, `inject_input` either buffers it on the current turn or hands it back to start a fresh turn, keeping the state\", \"machine responsive.【F:codex/codex-rs/core/src/codex.rs†L1015-L1034】【F:codex/codex-rs/core/src/codex.rs†L1212-L1309】 Review r\", \"equests spin up a dedicated review task that swaps in review-specific prompts, models, and isolated history before emitting mode\", \"-change events, illustrating how the loop branches into specialized substates.【F:codex/codex-rs/core/src/codex.rs†L1487-L1571】\", \"\", \" 8\", \" 9 ## Turn execution loop\", \" 10\", \" 11 `run_task` is the inner driver. It records the user’s message, prepares turn-specific history (isolated for review threa\", \"ds, shared otherwise), and then repeatedly calls `run_turn` until the model stops requesting tool calls. Each iteration processe\", \"s pending buffered input, dispatches tool results, watches token limits, and emits TaskStarted/TurnDiff/UserNotification events\", \"to external observers.【F:codex/codex-rs/core/src/codex.rs†L1574-L1871】 If the turn ends normally the last assistant message is\", \" preserved; if it errors or the user interrupts, abort events flow back out so the UI can recover.【F:codex/codex-rs/core/src/co\", \"dex.rs†L1801-L1850】\", \" 12\", \" 13 `run_turn` encapsulates the API interaction: it builds the prompt (including tool availability and optional JSON schemas\", \"), retries streaming failures with exponential backoff, and surfaces retry diagnostics to the user. Every streamed item is proce\", \"ssed immediately so secondary state machines (token usage, diff tracking, MCP client list) stay in sync.【F:codex/codex-rs/core/\", \"src/codex.rs†L1900-L1962】 Inside `try_run_turn`, Codex normalizes missing tool call completions, persists turn context snapshot\", \"s, and drives the streaming response. Each `ResponseItem` triggers handler logic that either queues another `ResponseInputItem`\", \"(for tool outputs) or emits UI events (for assistant/reasoning/web-search messages).【F:codex/codex-rs/core/src/codex.rs†L1980-L\", \"2166】 The core handler supports built-in tools, MCP tools, local shell commands, and custom tool outputs, logging telemetry and\", \" packaging the result back to the model with success metadata.【F:codex/codex-rs/core/src/codex.rs†L2177-L2299】 This loop conti\", \"nues until the model produces a pure assistant message, at which point Codex records the message, sends user notifications, and\", \"exits the task state.【F:codex/codex-rs/core/src/codex.rs†L1748-L1835】\", \" 14\", \" 15 ## Putting it together\", \" 16\", \" 17 The architecture is therefore a queue-driven state machine layered over explicit session/turn structs. Submissions mutat\", \"e top-level session state, spawn or replace turn tasks, and the task loop alternates between streaming model output and executin\", \"g tools until a stable assistant answer emerges. The separation between durable session data, per-turn mutable state, and async\", \"task orchestration is what lets Codex “course correct,” retry, or branch into review/compact flows instead of relying on a singl\", \"e prompt. That end-to-end lifecycle is fully visible in the open-source code above, providing the detailed architecture overview\", \" the original question was looking for.\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"d73de7\"}","tool","container.feed_chars",{},"f071b8e9-8208-4616-a887-12eef351e400",{"_95":92,"_174":-5,"_484":533},1759287146.357889,{"_493":529,"_265":530,"_531":-5,"_45":532},{"_489":527,"_491":528},12,24,"code","unknown","response_format_name","{\"session_name\":\"shell\",\"chars\":\"nl -ba answer.md\\n\",\"yield_time_ms\": 1000}",{},"3e37b8cc-3d8c-4f82-8fec-c364af9e5199",{"_95":92,"_174":-5,"_484":541},{"_493":45,"_494":539},{"_502":57,"_503":504,"_489":505,"_491":538,"_507":15},33,[540],"I need to summarize and reference using line numbers from `answer.md`.",{},"1424c1c4-e0a6-4094-85b6-8269634e8638",{"_95":519,"_174":549,"_484":550},1759287145.019876,{"_493":45,"_494":547},{},[548],"Recorded PR message.","container.make_pr",{},"0572f7d4-e7b7-475a-bebe-0e189b246e6d",{"_95":92,"_174":-5,"_484":558},1759287139.655039,{"_493":529,"_265":530,"_531":-5,"_45":557},{"_489":527,"_491":556},58,"{\"title\":\"Add Codex architecture summary\",\"body\":\"## Summary\\n- add answer.md capturing how the Codex CLI orchestrates sessions as a state machine\\n- document queue-driven submission loop, task management, and turn execution flow with citations\\n\\n## Testing\\n- not run\"}",{},"5885ed6d-3c72-41b5-9e54-deda75c0f07c",{"_95":92,"_174":-5,"_484":566},{"_493":45,"_494":564},{"_502":57,"_503":504,"_489":505,"_491":563,"_507":15},87,[565],"I'll draft the PR message, including a title, summary, and testing details (not run).",{},"430fd082-c553-439f-8787-556213dfa58a",{"_95":519,"_174":520,"_484":574},1759287134.068958,{"_493":45,"_494":572},{},[573],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 5277, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# git commit -m \\\"Add Codex architecture summary\\\"\", \"[work d08583d] Add Codex architecture summary\", \" 1 file changed, 17 insertions(+)\", \" create mode 100644 answer.md\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"8abcc6\"}",{},"9ac0a3dc-606c-420a-b8de-db9e3e405ea5",{"_95":92,"_174":-5,"_484":582},1759287133.041407,{"_493":529,"_265":530,"_531":-5,"_45":581},{"_489":527,"_491":580},31,"{\"session_name\":\"shell\",\"chars\":\"git commit -m \\\"Add Codex architecture summary\\\" \\n\",\"yield_time_ms\": 1000}",{},"84685e73-8521-4f97-9472-8902b8bfba1f",{"_95":92,"_174":-5,"_484":589},{"_493":45,"_494":587},{"_502":57,"_503":504,"_489":505,"_491":490,"_507":15},[588],"I'll draft a clear commit message for this change.",{},"bbe4d683-0b14-4cdf-83f1-799281205034",{"_95":519,"_174":520,"_484":597},1759287132.247425,{"_493":45,"_494":595},{},[596],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 5276, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# git add answer.md\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"491d7c\"}",{},"123bcf80-b1e7-4532-b1dc-0bc94a2bd2ba",{"_95":92,"_174":-5,"_484":605},1759287131.226692,{"_493":529,"_265":530,"_531":-5,"_45":604},{"_489":527,"_491":603},23,"{\"session_name\":\"shell\",\"chars\":\"git add answer.md\\n\",\"yield_time_ms\": 1000}",{},"8c09892d-5895-4269-9787-a4c22ba23f6f",{"_95":92,"_174":-5,"_484":613},{"_493":45,"_494":611},{"_502":57,"_503":504,"_489":505,"_491":610,"_507":15},6,[612],"I need to add a file to the project. Let's get that done!",{},"5626b280-7542-444b-8485-fc3562f03d3f",{"_95":519,"_174":520,"_484":621},1759287130.645787,{"_493":45,"_494":619},{},[620],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 5273, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# git status -sb\", \"## work\", \"?? answer.md\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"2a87d7\"}",{},"4181871d-e207-4592-b090-e952fb0112d3",{"_95":92,"_174":-5,"_484":628},1759287129.620773,{"_493":529,"_265":530,"_531":-5,"_45":627},{"_489":527,"_491":603},"{\"session_name\":\"shell\",\"chars\":\"git status -sb\\n\",\"yield_time_ms\": 1000}",{},"388b8052-a079-4cad-ab03-0d1723c336f6",{"_95":519,"_174":520,"_484":636},1759287128.576137,{"_493":45,"_494":634},{},[635],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 5272, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# rm -rf codex\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"89b1d8\"}",{},"ae8faf06-5fb8-4b23-87de-ba18c0a43f73",{"_95":92,"_174":-5,"_484":643},1759287127.551567,{"_493":529,"_265":530,"_531":-5,"_45":642},{"_489":527,"_491":528},"{\"session_name\":\"shell\",\"chars\":\"rm -rf codex\\n\",\"yield_time_ms\": 1000}",{},"791875d6-49e0-4615-bf25-acc1474627dd",{"_95":92,"_174":-5,"_484":651},{"_493":45,"_494":649},{"_502":57,"_503":504,"_489":505,"_491":648,"_507":15},128,[650],"The cloned codex repo isn't needed for the final commit. I'll remove it before pushing.",{},"2d022d84-c70f-499e-957e-4a18491858d5",{"_95":519,"_174":520,"_484":659},1759287124.883964,{"_493":45,"_494":657},{},[658],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 5268, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# git status -sb\", \"## work\", \"?? answer.md\", \"?? codex/\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"94db0e\"}",{},"43235942-dfd7-46a1-af6d-1cee3ef029cc",{"_95":92,"_174":-5,"_484":665},1759287123.858448,{"_493":529,"_265":530,"_531":-5,"_45":627},{"_489":527,"_491":603},{},"457a3176-a61c-4eb8-84c2-a56abb9799a5",{"_95":92,"_174":-5,"_484":672},{"_493":45,"_494":670},{"_502":57,"_503":504,"_489":505,"_491":610,"_507":15},[671],"I'll check the status of the git repository to see any changes.",{},"da5fa01f-a9a0-44cf-a87c-5f138c4ee48f",{"_95":519,"_174":520,"_484":680},1759287123.086257,{"_493":45,"_494":678},{},[679],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 5213, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# cat <<'EOF' > answer.md\", \"> # How Codex Orchestrates a Coding Session\", \">\", \"> The open-source Codex CLI is structured around an explicit event/state machine rather than a single prompt. When a session sta\", \"rts, `Codex::spawn` wires up submission and event channels, creates a `Session`, and launches an async `submission_loop` that ke\", \"eps running until shutdown.【F:codex/codex-rs/core/src/codex.rs†L180-L227】【F:codex/codex-rs/core/src/codex.rs†L1103-L1485】 A\", \"`Session` owns the durable pieces of state (conversation history, approved commands, token/rate-limit data) alongside service ha\", \"ndles such as the rollout recorder and MCP/tool managers.【F:codex/codex-rs/core/src/codex.rs†L262-L272】【F:codex/codex-rs/core\", \"/src/state/session.rs†L1-L80】【F:codex/codex-rs/core/src/state/service.rs†L1-L18】 Per-turn concerns live in `ActiveTurn`/`Turn\", \"State`, which track the running task, pending approvals, and queued user input that arrives while the model is busy.【F:codex/co\", \"dex-rs/core/src/state/turn.rs†L1-L115】 The combination of these structs is the in-memory state machine that front-ends like the\", \" TUI query and manipulate.\", \">\", \"> ## Submission loop and task management\", \">\", \"> All user-facing actions (`/interrupt`, `/review`, `/model`, etc.) become `Op` submissions. The `submission_loop` matches on ea\", \"ch op to mutate the turn context or dispatch work: it can override the model/cwd, enqueue extra user input into the active turn,\", \" spawn a new task when no turn is running, start review/compact tasks, or shut everything down cleanly.【F:codex/codex-rs/core/s\", \"rc/codex.rs†L1103-L1485】 When a new task is needed, `Session::spawn_task` first aborts any existing task, records the new `Runn\", \"ingTask` in `ActiveTurn`, and ensures only one task runs at a time. Completion and abort events are emitted in one place so the\", \"UI can render consistent lifecycle transitions.【F:codex/codex-rs/core/src/tasks/mod.rs†L59-L163】 Because user input can arrive\", \" mid-turn, `inject_input` either buffers it on the current turn or hands it back to start a fresh turn, keeping the state machin\", \"e responsive.【F:codex/codex-rs/core/src/codex.rs†L1015-L1034】【F:codex/codex-rs/core/src/codex.rs†L1212-L1309】 Review request\", \"s spin up a dedicated review task that swaps in review-specific prompts, models, and isolated history before emitting mode-chang\", \"e events, illustrating how the loop branches into specialized substates.【F:codex/codex-rs/core/src/codex.rs†L1487-L1571】\", \">\", \"> ## Turn execution loop\", \">\", \"> `run_task` is the inner driver. It records the user’s message, prepares turn-specific history (isolated for review threads, sh\", \"ared otherwise), and then repeatedly calls `run_turn` until the model stops requesting tool calls. Each iteration processes pend\", \"ing buffered input, dispatches tool results, watches token limits, and emits TaskStarted/TurnDiff/UserNotification events to ext\", \"ernal observers.【F:codex/codex-rs/core/src/codex.rs†L1574-L1871】 If the turn ends normally the last assistant message is prese\", \"rved; if it errors or the user interrupts, abort events flow back out so the UI can recover.【F:codex/codex-rs/core/src/codex.rs\", \"†L1801-L1850】\", \">\", \"> `run_turn` encapsulates the API interaction: it builds the prompt (including tool availability and optional JSON schemas), ret\", \"ries streaming failures with exponential backoff, and surfaces retry diagnostics to the user. Every streamed item is processed i\", \"mmediately so secondary state machines (token usage, diff tracking, MCP client list) stay in sync.【F:codex/codex-rs/core/src/co\", \"dex.rs†L1900-L1962】 Inside `try_run_turn`, Codex normalizes missing tool call completions, persists turn context snapshots, and\", \" drives the streaming response. Each `ResponseItem` triggers handler logic that either queues another `ResponseInputItem` (for t\", \"ool outputs) or emits UI events (for assistant/reasoning/web-search messages).【F:codex/codex-rs/core/src/codex.rs†L1980-L2166】\", \" The core handler supports built-in tools, MCP tools, local shell commands, and custom tool outputs, logging telemetry and packa\", \"ging the result back to the model with success metadata.【F:codex/codex-rs/core/src/codex.rs†L2177-L2299】 This loop continues u\", \"ntil the model produces a pure assistant message, at which point Codex records the message, sends user notifications, and exits\", \"the task state.【F:codex/codex-rs/core/src/codex.rs†L1748-L1835】\", \">\", \"> ## Putting it together\", \">\", \"> The architecture is therefore a queue-driven state machine layered over explicit session/turn structs. Submissions mutate top-\", \"level session state, spawn or replace turn tasks, and the task loop alternates between streaming model output and executing tool\", \"s until a stable assistant answer emerges. The separation between durable session data, per-turn mutable state, and async task o\", \"rchestration is what lets Codex “course correct,” retry, or branch into review/compact flows instead of relying on a single prom\", \"pt. That end-to-end lifecycle is fully visible in the open-source code above, providing the detailed architecture overview the o\", \"riginal question was looking for.\", \"> EOF\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"935a5f\"}",{},"4b299352-9b57-4e4b-9418-b723ea73faf6",{"_95":92,"_174":-5,"_484":688},1759287122.033601,{"_493":529,"_265":530,"_531":-5,"_45":687},{"_489":527,"_491":686},1232,"{\"session_name\":\"shell\",\"chars\":\"cat <<'EOF' > answer.md\\n# How Codex Orchestrates a Coding Session\\n\\nThe open-source Codex CLI is structured around an explicit event/state machine rather than a single prompt. When a session starts, `Codex::spawn` wires up submission and event channels, creates a `Session`, and launches an async `submission_loop` that keeps running until shutdown.【F:codex/codex-rs/core/src/codex.rs†L180-L227】【F:codex/codex-rs/core/src/codex.rs†L1103-L1485】 A `Session` owns the durable pieces of state (conversation history, approved commands, token/rate-limit data) alongside service handles such as the rollout recorder and MCP/tool managers.【F:codex/codex-rs/core/src/codex.rs†L262-L272】【F:codex/codex-rs/core/src/state/session.rs†L1-L80】【F:codex/codex-rs/core/src/state/service.rs†L1-L18】 Per-turn concerns live in `ActiveTurn`/`TurnState`, which track the running task, pending approvals, and queued user input that arrives while the model is busy.【F:codex/codex-rs/core/src/state/turn.rs†L1-L115】 The combination of these structs is the in-memory state machine that front-ends like the TUI query and manipulate.\\n\\n## Submission loop and task management\\n\\nAll user-facing actions (`/interrupt`, `/review`, `/model`, etc.) become `Op` submissions. The `submission_loop` matches on each op to mutate the turn context or dispatch work: it can override the model/cwd, enqueue extra user input into the active turn, spawn a new task when no turn is running, start review/compact tasks, or shut everything down cleanly.【F:codex/codex-rs/core/src/codex.rs†L1103-L1485】 When a new task is needed, `Session::spawn_task` first aborts any existing task, records the new `RunningTask` in `ActiveTurn`, and ensures only one task runs at a time. Completion and abort events are emitted in one place so the UI can render consistent lifecycle transitions.【F:codex/codex-rs/core/src/tasks/mod.rs†L59-L163】 Because user input can arrive mid-turn, `inject_input` either buffers it on the current turn or hands it back to start a fresh turn, keeping the state machine responsive.【F:codex/codex-rs/core/src/codex.rs†L1015-L1034】【F:codex/codex-rs/core/src/codex.rs†L1212-L1309】 Review requests spin up a dedicated review task that swaps in review-specific prompts, models, and isolated history before emitting mode-change events, illustrating how the loop branches into specialized substates.【F:codex/codex-rs/core/src/codex.rs†L1487-L1571】 \\n\\n## Turn execution loop\\n\\n`run_task` is the inner driver. It records the user’s message, prepares turn-specific history (isolated for review threads, shared otherwise), and then repeatedly calls `run_turn` until the model stops requesting tool calls. Each iteration processes pending buffered input, dispatches tool results, watches token limits, and emits TaskStarted/TurnDiff/UserNotification events to external observers.【F:codex/codex-rs/core/src/codex.rs†L1574-L1871】 If the turn ends normally the last assistant message is preserved; if it errors or the user interrupts, abort events flow back out so the UI can recover.【F:codex/codex-rs/core/src/codex.rs†L1801-L1850】\\n\\n`run_turn` encapsulates the API interaction: it builds the prompt (including tool availability and optional JSON schemas), retries streaming failures with exponential backoff, and surfaces retry diagnostics to the user. Every streamed item is processed immediately so secondary state machines (token usage, diff tracking, MCP client list) stay in sync.【F:codex/codex-rs/core/src/codex.rs†L1900-L1962】 Inside `try_run_turn`, Codex normalizes missing tool call completions, persists turn context snapshots, and drives the streaming response. Each `ResponseItem` triggers handler logic that either queues another `ResponseInputItem` (for tool outputs) or emits UI events (for assistant/reasoning/web-search messages).【F:codex/codex-rs/core/src/codex.rs†L1980-L2166】 The core handler supports built-in tools, MCP tools, local shell commands, and custom tool outputs, logging telemetry and packaging the result back to the model with success metadata.【F:codex/codex-rs/core/src/codex.rs†L2177-L2299】 This loop continues until the model produces a pure assistant message, at which point Codex records the message, sends user notifications, and exits the task state.【F:codex/codex-rs/core/src/codex.rs†L1748-L1835】 \\n\\n## Putting it together\\n\\nThe architecture is therefore a queue-driven state machine layered over explicit session/turn structs. Submissions mutate top-level session state, spawn or replace turn tasks, and the task loop alternates between streaming model output and executing tools until a stable assistant answer emerges. The separation between durable session data, per-turn mutable state, and async task orchestration is what lets Codex “course correct,” retry, or branch into review/compact flows instead of relying on a single prompt. That end-to-end lifecycle is fully visible in the open-source code above, providing the detailed architecture overview the original question was looking for.\\nEOF\\n\",\"yield_time_ms\": 1000}",{},"50496bee-74c0-43dd-856f-8e68e5c7d40a",{"_95":92,"_174":-5,"_484":696},{"_493":45,"_494":694},{"_502":57,"_503":504,"_489":505,"_491":693,"_507":15},734,[695],"I'll craft `answer.md` with sections on architecture, session state, task loops, and tool handling.\n\nI'll gather line numbers for citations and ensure accurate references in `answer.md` file.",{},"01e89256-b25d-40c1-8d6e-0bbaa2d21165",{"_95":519,"_174":520,"_484":704},1759287093.032698,{"_493":45,"_494":702},{},[703],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 5071, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# nl -ba codex/codex-rs/core/src/codex.rs | sed -n '960,1100p'\", \" 960 exit_code: -1,\", \" 961 stdout: StreamOutput::new(String::new()),\", \" 962 stderr: StreamOutput::new(get_error_message_ui(e)),\", \" 963 aggregated_output: StreamOutput::new(get_error_message_ui(e)),\", \" 964 duration: Duration::default(),\", \" 965 timed_out: false,\", \" 966 };\", \" 967 &output_stderr\", \" 968 }\", \" 969 };\", \" 970 self.on_exec_command_end(\", \" 971 turn_diff_tracker,\", \" 972 &sub_id,\", \" 973 &call_id,\", \" 974 borrowed,\", \" 975 is_apply_patch,\", \" 976 )\", \" 977 .await;\", \" 978\", \" 979 result\", \" 980 }\", \" 981\", \" 982 /// Helper that emits a BackgroundEvent with the given message. This keeps\", \" 983 /// the call‑sites terse so adding more diagnostics does not clutter the\", \" 984 /// core agent logic.\", \" 985 async fn notify_background_event(&self, sub_id: &str, message: impl Into) {\", \" 986 let event = Event {\", \" 987 id: sub_id.to_string(),\", \" 988 msg: EventMsg::BackgroundEvent(BackgroundEventEvent {\", \" 989 message: message.into(),\", \" 990 }),\", \" 991 };\", \" 992 self.send_event(event).await;\", \" 993 }\", \" 994\", \" 995 async fn notify_stream_error(&self, sub_id: &str, message: impl Into) {\", \" 996 let event = Event {\", \" 997 id: sub_id.to_string(),\", \" 998 msg: EventMsg::StreamError(StreamErrorEvent {\", \" 999 message: message.into(),\", \" 1000 }),\", \" 1001 };\", \" 1002 self.send_event(event).await;\", \" 1003 }\", \" 1004\", \" 1005 /// Build the full turn input by concatenating the current conversation\", \" 1006 /// history with additional items for this turn.\", \" 1007 pub async fn turn_input_with_history(&self, extra: Vec) -> Vec {\", \" 1008 let history = {\", \" 1009 let state = self.state.lock().await;\", \" 1010 state.history_snapshot()\", \" 1011 };\", \" 1012 [history, extra].concat()\", \" 1013 }\", \" 1014\", \" 1015 /// Returns the input if there was no task running to inject into\", \" 1016 pub async fn inject_input(&self, input: Vec) -> Result<(), Vec> {\", \" 1017 let mut active = self.active_turn.lock().await;\", \" 1018 match active.as_mut() {\", \" 1019 Some(at) => {\", \" 1020 let mut ts = at.turn_state.lock().await;\", \" 1021 ts.push_pending_input(input.into());\", \" 1022 Ok(())\", \" 1023 }\", \" 1024 None => Err(input),\", \" 1025 }\", \" 1026 }\", \" 1027\", \" 1028 pub async fn get_pending_input(&self) -> Vec {\", \" 1029 let mut active = self.active_turn.lock().await;\", \" 1030 match active.as_mut() {\", \" 1031 Some(at) => {\", \" 1032 let mut ts = at.turn_state.lock().await;\", \" 1033 ts.take_pending_input()\", \" 1034 }\", \" 1035 None => Vec::with_capacity(0),\", \" 1036 }\", \" 1037 }\", \" 1038\", \" 1039 pub async fn call_tool(\", \" 1040 &self,\", \" 1041 server: &str,\", \" 1042 tool: &str,\", \" 1043 arguments: Option,\", \" 1044 ) -> anyhow::Result {\", \" 1045 self.services\", \" 1046 .mcp_connection_manager\", \" 1047 .call_tool(server, tool, arguments)\", \" 1048 .await\", \" 1049 }\", \" 1050\", \" 1051 pub async fn interrupt_task(self: &Arc) {\", \" 1052 info!(\\\"interrupt received: abort current task, if any\\\");\", \" 1053 self.abort_all_tasks(TurnAbortReason::Interrupted).await;\", \" 1054 }\", \" 1055\", \" 1056 fn interrupt_task_sync(&self) {\", \" 1057 if let Ok(mut active) = self.active_turn.try_lock()\", \" 1058 && let Some(at) = active.as_mut()\", \" 1059 {\", \" 1060 at.try_clear_pending_sync();\", \" 1061 let tasks = at.drain_tasks();\", \" 1062 *active = None;\", \" 1063 for (_sub_id, task) in tasks {\", \" 1064 task.handle.abort();\", \" 1065 }\", \" 1066 }\", \" 1067 }\", \" 1068\", \" 1069 pub(crate) fn notifier(&self) -> &UserNotifier {\", \" 1070 &self.services.notifier\", \" 1071 }\", \" 1072\", \" 1073 fn user_shell(&self) -> &shell::Shell {\", \" 1074 &self.services.user_shell\", \" 1075 }\", \" 1076\", \" 1077 fn show_raw_agent_reasoning(&self) -> bool {\", \" 1078 self.services.show_raw_agent_reasoning\", \" 1079 }\", \" 1080 }\", \" 1081\", \" 1082 impl Drop for Session {\", \" 1083 fn drop(&mut self) {\", \" 1084 self.interrupt_task_sync();\", \" 1085 }\", \" 1086 }\", \" 1087\", \" 1088 #[derive(Clone, Debug)]\", \" 1089 pub(crate) struct ExecCommandContext {\", \" 1090 pub(crate) sub_id: String,\", \" 1091 pub(crate) call_id: String,\", \" 1092 pub(crate) command_for_display: Vec,\", \" 1093 pub(crate) cwd: PathBuf,\", \" 1094 pub(crate) apply_patch: Option,\", \" 1095 }\", \" 1096\", \" 1097 #[derive(Clone, Debug)]\", \" 1098 pub(crate) struct ApplyPatchCommandContext {\", \" 1099 pub(crate) user_explicitly_approved_this_action: bool,\", \" 1100 pub(crate) changes: HashMap,\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"12965c\"}",{},"c2b31ad3-61d7-4146-b91a-0631aa1b10a0",{"_95":92,"_174":-5,"_484":712},1759287091.978783,{"_493":529,"_265":530,"_531":-5,"_45":711},{"_489":527,"_491":710},46,"{\"session_name\":\"shell\",\"chars\":\"nl -ba codex/codex-rs/core/src/codex.rs | sed -n '960,1100p'\\n\",\"yield_time_ms\": 1000}",{},"100e7d30-b055-416a-892d-5fe2e2c6bcfb",{"_95":92,"_174":-5,"_484":720},{"_493":45,"_494":718},{"_502":57,"_503":504,"_489":505,"_491":717,"_507":15},10,[719],"I need to check out the definition around line 1016.",{},"c288a40e-7184-4e05-b001-96fd0d964162",{"_95":519,"_174":520,"_484":728},1759287091.052175,{"_493":45,"_494":726},{},[727],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 5065, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# rg \\\"inject_input\\\" -n codex/codex-rs/core/src/codex.rs\", \"1016: pub async fn inject_input(&self, input: Vec) -> Result<(), Vec> {\", \"1218: if let Err(items) = sess.inject_input(items).await {\", \"1239: if let Err(items) = sess.inject_input(items).await {\", \"1403: .inject_input(vec![InputItem::Text {\", \"2473: sess.inject_input(vec![InputItem::LocalImage { path: abs }])\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"e86de1\"}",{},"9174a2b6-fdc8-405d-8ce6-f5f6b349c0a8",{"_95":92,"_174":-5,"_484":736},1759287090.023288,{"_493":529,"_265":530,"_531":-5,"_45":735},{"_489":527,"_491":734},39,"{\"session_name\":\"shell\",\"chars\":\"rg \\\"inject_input\\\" -n codex/codex-rs/core/src/codex.rs\\n\",\"yield_time_ms\": 1000}",{},"8de71646-96fe-497d-9938-93789938f77b",{"_95":92,"_174":-5,"_484":743},{"_493":45,"_494":741},{"_502":57,"_503":504,"_489":505,"_491":528,"_507":15},[742],"I need to check how `Session::inject_input` works and how user input gets injected.",{},"adb471d7-c63b-4a88-b752-577e2c025b15",{"_95":519,"_174":520,"_484":751},1759287089.093527,{"_493":45,"_494":749},{},[750],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 4898, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# nl -ba codex/codex-rs/core/src/tasks/mod.rs | sed -n '1,200p'\", \" 1 mod compact;\", \" 2 mod regular;\", \" 3 mod review;\", \" 4\", \" 5 use std::sync::Arc;\", \" 6\", \" 7 use async_trait::async_trait;\", \" 8 use tracing::trace;\", \" 9\", \" 10 use crate::codex::Session;\", \" 11 use crate::codex::TurnContext;\", \" 12 use crate::protocol::Event;\", \" 13 use crate::protocol::EventMsg;\", \" 14 use crate::protocol::InputItem;\", \" 15 use crate::protocol::TaskCompleteEvent;\", \" 16 use crate::protocol::TurnAbortReason;\", \" 17 use crate::protocol::TurnAbortedEvent;\", \" 18 use crate::state::ActiveTurn;\", \" 19 use crate::state::RunningTask;\", \" 20 use crate::state::TaskKind;\", \" 21\", \" 22 pub(crate) use compact::CompactTask;\", \" 23 pub(crate) use regular::RegularTask;\", \" 24 pub(crate) use review::ReviewTask;\", \" 25\", \" 26 /// Thin wrapper that exposes the parts of [`Session`] task runners need.\", \" 27 #[derive(Clone)]\", \" 28 pub(crate) struct SessionTaskContext {\", \" 29 session: Arc,\", \" 30 }\", \" 31\", \" 32 impl SessionTaskContext {\", \" 33 pub(crate) fn new(session: Arc) -> Self {\", \" 34 Self { session }\", \" 35 }\", \" 36\", \" 37 pub(crate) fn clone_session(&self) -> Arc {\", \" 38 Arc::clone(&self.session)\", \" 39 }\", \" 40 }\", \" 41\", \" 42 #[async_trait]\", \" 43 pub(crate) trait SessionTask: Send + Sync + 'static {\", \" 44 fn kind(&self) -> TaskKind;\", \" 45\", \" 46 async fn run(\", \" 47 self: Arc,\", \" 48 session: Arc,\", \" 49 ctx: Arc,\", \" 50 sub_id: String,\", \" 51 input: Vec,\", \" 52 ) -> Option;\", \" 53\", \" 54 async fn abort(&self, session: Arc, sub_id: &str) {\", \" 55 let _ = (session, sub_id);\", \" 56 }\", \" 57 }\", \" 58\", \" 59 impl Session {\", \" 60 pub async fn spawn_task(\", \" 61 self: &Arc,\", \" 62 turn_context: Arc,\", \" 63 sub_id: String,\", \" 64 input: Vec,\", \" 65 task: T,\", \" 66 ) {\", \" 67 self.abort_all_tasks(TurnAbortReason::Replaced).await;\", \" 68\", \" 69 let task: Arc = Arc::new(task);\", \" 70 let task_kind = task.kind();\", \" 71\", \" 72 let handle = {\", \" 73 let session_ctx = Arc::new(SessionTaskContext::new(Arc::clone(self)));\", \" 74 let ctx = Arc::clone(&turn_context);\", \" 75 let task_for_run = Arc::clone(&task);\", \" 76 let sub_clone = sub_id.clone();\", \" 77 tokio::spawn(async move {\", \" 78 let last_agent_message = task_for_run\", \" 79 .run(Arc::clone(&session_ctx), ctx, sub_clone.clone(), input)\", \" 80 .await;\", \" 81 // Emit completion uniformly from spawn site so all tasks share the same lifecycle.\", \" 82 let sess = session_ctx.clone_session();\", \" 83 sess.on_task_finished(sub_clone, last_agent_message).await;\", \" 84 })\", \" 85 .abort_handle()\", \" 86 };\", \" 87\", \" 88 let running_task = RunningTask {\", \" 89 handle,\", \" 90 kind: task_kind,\", \" 91 task,\", \" 92 };\", \" 93 self.register_new_active_task(sub_id, running_task).await;\", \" 94 }\", \" 95\", \" 96 pub async fn abort_all_tasks(self: &Arc, reason: TurnAbortReason) {\", \" 97 for (sub_id, task) in self.take_all_running_tasks().await {\", \" 98 self.handle_task_abort(sub_id, task, reason.clone()).await;\", \" 99 }\", \" 100 }\", \" 101\", \" 102 pub async fn on_task_finished(\", \" 103 self: &Arc,\", \" 104 sub_id: String,\", \" 105 last_agent_message: Option,\", \" 106 ) {\", \" 107 let mut active = self.active_turn.lock().await;\", \" 108 if let Some(at) = active.as_mut()\", \" 109 && at.remove_task(&sub_id)\", \" 110 {\", \" 111 *active = None;\", \" 112 }\", \" 113 drop(active);\", \" 114 let event = Event {\", \" 115 id: sub_id,\", \" 116 msg: EventMsg::TaskComplete(TaskCompleteEvent { last_agent_message }),\", \" 117 };\", \" 118 self.send_event(event).await;\", \" 119 }\", \" 120\", \" 121 async fn register_new_active_task(&self, sub_id: String, task: RunningTask) {\", \" 122 let mut active = self.active_turn.lock().await;\", \" 123 let mut turn = ActiveTurn::default();\", \" 124 turn.add_task(sub_id, task);\", \" 125 *active = Some(turn);\", \" 126 }\", \" 127\", \" 128 async fn take_all_running_tasks(&self) -> Vec<(String, RunningTask)> {\", \" 129 let mut active = self.active_turn.lock().await;\", \" 130 match active.take() {\", \" 131 Some(mut at) => {\", \" 132 at.clear_pending().await;\", \" 133 let tasks = at.drain_tasks();\", \" 134 tasks.into_iter().collect()\", \" 135 }\", \" 136 None => Vec::new(),\", \" 137 }\", \" 138 }\", \" 139\", \" 140 async fn handle_task_abort(\", \" 141 self: &Arc,\", \" 142 sub_id: String,\", \" 143 task: RunningTask,\", \" 144 reason: TurnAbortReason,\", \" 145 ) {\", \" 146 if task.handle.is_finished() {\", \" 147 return;\", \" 148 }\", \" 149\", \" 150 trace!(task_kind = ?task.kind, sub_id, \\\"aborting running task\\\");\", \" 151 let session_task = task.task;\", \" 152 let handle = task.handle;\", \" 153 handle.abort();\", \" 154 let session_ctx = Arc::new(SessionTaskContext::new(Arc::clone(self)));\", \" 155 session_task.abort(session_ctx, &sub_id).await;\", \" 156\", \" 157 let event = Event {\", \" 158 id: sub_id.clone(),\", \" 159 msg: EventMsg::TurnAborted(TurnAbortedEvent { reason }),\", \" 160 };\", \" 161 self.send_event(event).await;\", \" 162 }\", \" 163 }\", \" 164\", \" 165 #[cfg(test)]\", \" 166 mod tests {}\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"0f29c0\"}",{},"15406998-89fd-40e4-9015-8da54322cef5",{"_95":92,"_174":-5,"_484":759},1759287088.040193,{"_493":529,"_265":530,"_531":-5,"_45":758},{"_489":527,"_491":757},44,"{\"session_name\":\"shell\",\"chars\":\"nl -ba codex/codex-rs/core/src/tasks/mod.rs | sed -n '1,200p'\\n\",\"yield_time_ms\": 1000}",{},"20134253-90b3-4378-8448-bfc1515c7f57",{"_95":92,"_174":-5,"_484":767},{"_493":45,"_494":765},{"_502":57,"_503":504,"_489":505,"_491":764,"_507":15},8,[766],"I'll take a look at the mod.rs file now to understand the code better.",{},"d2c725c9-6016-4743-9fb3-15f13df6bd1f",{"_95":519,"_174":520,"_484":775},1759287085.217284,{"_493":45,"_494":773},{},[774],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 4896, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# ls codex/codex-rs/core/src/tasks\", \"compact.rs mod.rs regular.rs review.rs\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"296e6d\"}",{},"63962501-39d2-416a-98ab-286138d1d846",{"_95":92,"_174":-5,"_484":783},1759287084.192505,{"_493":529,"_265":530,"_531":-5,"_45":782},{"_489":527,"_491":781},30,"{\"session_name\":\"shell\",\"chars\":\"ls codex/codex-rs/core/src/tasks\\n\",\"yield_time_ms\": 1000}",{},"aa29d09f-c0b5-4483-906e-34d9d8253511",{"_95":92,"_174":-5,"_484":791},{"_493":45,"_494":789},{"_502":57,"_503":504,"_489":505,"_491":788,"_507":15},40,[790],"I'll check the tasks module for `SessionTask`, `RegularTask`, and other details.",{},"b626d38d-f62c-4684-b918-ef3edf652988",{"_95":519,"_174":520,"_484":799},1759287083.174012,{"_493":45,"_494":797},{},[798],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 4877, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# nl -ba codex/codex-rs/core/src/state/service.rs | sed -n '1,200p'\", \" 1 use crate::RolloutRecorder;\", \" 2 use crate::exec_command::ExecSessionManager;\", \" 3 use crate::mcp_connection_manager::McpConnectionManager;\", \" 4 use crate::unified_exec::UnifiedExecSessionManager;\", \" 5 use crate::user_notification::UserNotifier;\", \" 6 use std::path::PathBuf;\", \" 7 use tokio::sync::Mutex;\", \" 8\", \" 9 pub(crate) struct SessionServices {\", \" 10 pub(crate) mcp_connection_manager: McpConnectionManager,\", \" 11 pub(crate) session_manager: ExecSessionManager,\", \" 12 pub(crate) unified_exec_manager: UnifiedExecSessionManager,\", \" 13 pub(crate) notifier: UserNotifier,\", \" 14 pub(crate) rollout: Mutex>,\", \" 15 pub(crate) codex_linux_sandbox_exe: Option,\", \" 16 pub(crate) user_shell: crate::shell::Shell,\", \" 17 pub(crate) show_raw_agent_reasoning: bool,\", \" 18 }\", \"\"], \"num_elided_lines\": 0, \"chunk_id\": \"cc9861\"}",{},"b58551b0-2529-45ec-bbf3-ae973cf3c6c8",{"_95":92,"_174":-5,"_484":806},1759287082.089563,{"_493":529,"_265":530,"_531":-5,"_45":805},{"_489":527,"_491":757},"{\"session_name\":\"shell\",\"chars\":\"nl -ba codex/codex-rs/core/src/state/service.rs | sed -n '1,200p'\\n\",\"yield_time_ms\": 1000}",{},"4bc04ce9-edf8-4b36-891a-4af389a02275",{"_95":92,"_174":-5,"_484":814},{"_493":45,"_494":812},{"_502":57,"_503":504,"_489":505,"_491":811,"_507":15},20,[813],"I need to find the definition of `SessionServices` in `state/service.rs` and relevant lines.",{},"a0128786-7b1d-41d8-8395-3c09126198cd",{"_95":519,"_174":520,"_484":822},1759287081.113492,{"_493":45,"_494":820},{},[821],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 4761, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# nl -ba codex/codex-rs/core/src/state/turn.rs | sed -n '1,200p'\", \" 1 //! Turn-scoped state and active turn metadata scaffolding.\", \" 2\", \" 3 use indexmap::IndexMap;\", \" 4 use std::collections::HashMap;\", \" 5 use std::sync::Arc;\", \" 6 use tokio::sync::Mutex;\", \" 7 use tokio::task::AbortHandle;\", \" 8\", \" 9 use codex_protocol::models::ResponseInputItem;\", \" 10 use tokio::sync::oneshot;\", \" 11\", \" 12 use crate::protocol::ReviewDecision;\", \" 13 use crate::tasks::SessionTask;\", \" 14\", \" 15 /// Metadata about the currently running turn.\", \" 16 pub(crate) struct ActiveTurn {\", \" 17 pub(crate) tasks: IndexMap,\", \" 18 pub(crate) turn_state: Arc>,\", \" 19 }\", \" 20\", \" 21 impl Default for ActiveTurn {\", \" 22 fn default() -> Self {\", \" 23 Self {\", \" 24 tasks: IndexMap::new(),\", \" 25 turn_state: Arc::new(Mutex::new(TurnState::default())),\", \" 26 }\", \" 27 }\", \" 28 }\", \" 29\", \" 30 #[derive(Clone, Copy, Debug, Eq, PartialEq)]\", \" 31 pub(crate) enum TaskKind {\", \" 32 Regular,\", \" 33 Review,\", \" 34 Compact,\", \" 35 }\", \" 36\", \" 37 #[derive(Clone)]\", \" 38 pub(crate) struct RunningTask {\", \" 39 pub(crate) handle: AbortHandle,\", \" 40 pub(crate) kind: TaskKind,\", \" 41 pub(crate) task: Arc,\", \" 42 }\", \" 43\", \" 44 impl ActiveTurn {\", \" 45 pub(crate) fn add_task(&mut self, sub_id: String, task: RunningTask) {\", \" 46 self.tasks.insert(sub_id, task);\", \" 47 }\", \" 48\", \" 49 pub(crate) fn remove_task(&mut self, sub_id: &str) -> bool {\", \" 50 self.tasks.swap_remove(sub_id);\", \" 51 self.tasks.is_empty()\", \" 52 }\", \" 53\", \" 54 pub(crate) fn drain_tasks(&mut self) -> IndexMap {\", \" 55 std::mem::take(&mut self.tasks)\", \" 56 }\", \" 57 }\", \" 58\", \" 59 /// Mutable state for a single turn.\", \" 60 #[derive(Default)]\", \" 61 pub(crate) struct TurnState {\", \" 62 pending_approvals: HashMap>,\", \" 63 pending_input: Vec,\", \" 64 }\", \" 65\", \" 66 impl TurnState {\", \" 67 pub(crate) fn insert_pending_approval(\", \" 68 &mut self,\", \" 69 key: String,\", \" 70 tx: oneshot::Sender,\", \" 71 ) -> Option> {\", \" 72 self.pending_approvals.insert(key, tx)\", \" 73 }\", \" 74\", \" 75 pub(crate) fn remove_pending_approval(\", \" 76 &mut self,\", \" 77 key: &str,\", \" 78 ) -> Option> {\", \" 79 self.pending_approvals.remove(key)\", \" 80 }\", \" 81\", \" 82 pub(crate) fn clear_pending(&mut self) {\", \" 83 self.pending_approvals.clear();\", \" 84 self.pending_input.clear();\", \" 85 }\", \" 86\", \" 87 pub(crate) fn push_pending_input(&mut self, input: ResponseInputItem) {\", \" 88 self.pending_input.push(input);\", \" 89 }\", \" 90\", \" 91 pub(crate) fn take_pending_input(&mut self) -> Vec {\", \" 92 if self.pending_input.is_empty() {\", \" 93 Vec::with_capacity(0)\", \" 94 } else {\", \" 95 let mut ret = Vec::new();\", \" 96 std::mem::swap(&mut ret, &mut self.pending_input);\", \" 97 ret\", \" 98 }\", \" 99 }\", \" 100 }\", \" 101\", \" 102 impl ActiveTurn {\", \" 103 /// Clear any pending approvals and input buffered for the current turn.\", \" 104 pub(crate) async fn clear_pending(&self) {\", \" 105 let mut ts = self.turn_state.lock().await;\", \" 106 ts.clear_pending();\", \" 107 }\", \" 108\", \" 109 /// Best-effort, non-blocking variant for synchronous contexts (Drop/interrupt).\", \" 110 pub(crate) fn try_clear_pending_sync(&self) {\", \" 111 if let Ok(mut ts) = self.turn_state.try_lock() {\", \" 112 ts.clear_pending();\", \" 113 }\", \" 114 }\", \" 115 }\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"115461\"}",{},"43a92112-3228-445a-b565-26f4c88b79f8",{"_95":92,"_174":-5,"_484":830},1759287080.060325,{"_493":529,"_265":530,"_531":-5,"_45":829},{"_489":527,"_491":828},45,"{\"session_name\":\"shell\",\"chars\":\"nl -ba codex/codex-rs/core/src/state/turn.rs | sed -n '1,200p'\\n\",\"yield_time_ms\": 1000}",{},"531febae-9663-46f5-abac-12edd5e3d9b3",{"_95":92,"_174":-5,"_484":837},{"_493":45,"_494":835},{"_502":57,"_503":504,"_489":505,"_491":764,"_507":15},[836],"I'll grab the relevant line ranges from the `turn.rs` file.",{},"ff743373-e90e-4ab6-ba4d-7023bf270e83",{"_95":519,"_174":520,"_484":845},1759287079.204179,{"_493":45,"_494":843},{},[844],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 4680, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# nl -ba codex/codex-rs/core/src/state/session.rs | sed -n '1,200p'\", \" 1 //! Session-wide mutable state.\", \" 2\", \" 3 use std::collections::HashSet;\", \" 4\", \" 5 use codex_protocol::models::ResponseItem;\", \" 6\", \" 7 use crate::conversation_history::ConversationHistory;\", \" 8 use crate::protocol::RateLimitSnapshot;\", \" 9 use crate::protocol::TokenUsage;\", \" 10 use crate::protocol::TokenUsageInfo;\", \" 11\", \" 12 /// Persistent, session-scoped state previously stored directly on `Session`.\", \" 13 #[derive(Default)]\", \" 14 pub(crate) struct SessionState {\", \" 15 pub(crate) approved_commands: HashSet>,\", \" 16 pub(crate) history: ConversationHistory,\", \" 17 pub(crate) token_info: Option,\", \" 18 pub(crate) latest_rate_limits: Option,\", \" 19 }\", \" 20\", \" 21 impl SessionState {\", \" 22 /// Create a new session state mirroring previous `State::default()` semantics.\", \" 23 pub(crate) fn new() -> Self {\", \" 24 Self {\", \" 25 history: ConversationHistory::new(),\", \" 26 ..Default::default()\", \" 27 }\", \" 28 }\", \" 29\", \" 30 // History helpers\", \" 31 pub(crate) fn record_items(&mut self, items: I)\", \" 32 where\", \" 33 I: IntoIterator,\", \" 34 I::Item: std::ops::Deref,\", \" 35 {\", \" 36 self.history.record_items(items)\", \" 37 }\", \" 38\", \" 39 pub(crate) fn history_snapshot(&self) -> Vec {\", \" 40 self.history.contents()\", \" 41 }\", \" 42\", \" 43 pub(crate) fn replace_history(&mut self, items: Vec) {\", \" 44 self.history.replace(items);\", \" 45 }\", \" 46\", \" 47 // Approved command helpers\", \" 48 pub(crate) fn add_approved_command(&mut self, cmd: Vec) {\", \" 49 self.approved_commands.insert(cmd);\", \" 50 }\", \" 51\", \" 52 pub(crate) fn approved_commands_ref(&self) -> &HashSet> {\", \" 53 &self.approved_commands\", \" 54 }\", \" 55\", \" 56 // Token/rate limit helpers\", \" 57 pub(crate) fn update_token_info_from_usage(\", \" 58 &mut self,\", \" 59 usage: &TokenUsage,\", \" 60 model_context_window: Option,\", \" 61 ) {\", \" 62 self.token_info = TokenUsageInfo::new_or_append(\", \" 63 &self.token_info,\", \" 64 &Some(usage.clone()),\", \" 65 model_context_window,\", \" 66 );\", \" 67 }\", \" 68\", \" 69 pub(crate) fn set_rate_limits(&mut self, snapshot: RateLimitSnapshot) {\", \" 70 self.latest_rate_limits = Some(snapshot);\", \" 71 }\", \" 72\", \" 73 pub(crate) fn token_info_and_rate_limits(\", \" 74 &self,\", \" 75 ) -> (Option, Option) {\", \" 76 (self.token_info.clone(), self.latest_rate_limits.clone())\", \" 77 }\", \" 78\", \" 79 // Pending input/approval moved to TurnState.\", \" 80 }\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"cf32de\"}",{},"b76059df-546a-4605-8954-a9077b170b91",{"_95":92,"_174":-5,"_484":852},1759287078.16523,{"_493":529,"_265":530,"_531":-5,"_45":851},{"_489":527,"_491":757},"{\"session_name\":\"shell\",\"chars\":\"nl -ba codex/codex-rs/core/src/state/session.rs | sed -n '1,200p'\\n\",\"yield_time_ms\": 1000}",{},"235e81d4-68cd-4fc2-90d3-23490b5413b1",{"_95":92,"_174":-5,"_484":859},{"_493":45,"_494":857},{"_502":57,"_503":504,"_489":505,"_491":710,"_507":15},[858],"I'll highlight the relevant lines in `session.rs` using the provided command.",{},"ffb6727f-3882-4426-a93e-cdb341602341",{"_95":519,"_174":520,"_484":867},1759287075.790277,{"_493":45,"_494":865},{},[866],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 4278, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# nl -ba codex/codex-rs/core/src/codex.rs | sed -n '1900,2300p'\", \" 1900 turn_context: &TurnContext,\", \" 1901 turn_diff_tracker: &mut TurnDiffTracker,\", \" 1902 sub_id: String,\", \" 1903 input: Vec,\", \" 1904 ) -> CodexResult {\", \" 1905 let tools = get_openai_tools(\", \" 1906 &turn_context.tools_config,\", \" 1907 Some(sess.services.mcp_connection_manager.list_all_tools()),\", \" 1908 );\", \" 1909\", \" 1910 let prompt = Prompt {\", \" 1911 input,\", \" 1912 tools,\", \" 1913 base_instructions_override: turn_context.base_instructions.clone(),\", \" 1914 output_schema: turn_context.final_output_json_schema.clone(),\", \" 1915 };\", \" 1916\", \" 1917 let mut retries = 0;\", \" 1918 loop {\", \" 1919 match try_run_turn(sess, turn_context, turn_diff_tracker, &sub_id, &prompt).await {\", \" 1920 Ok(output) => return Ok(output),\", \" 1921 Err(CodexErr::Interrupted) => return Err(CodexErr::Interrupted),\", \" 1922 Err(CodexErr::EnvVar(var)) => return Err(CodexErr::EnvVar(var)),\", \" 1923 Err(CodexErr::UsageLimitReached(e)) => {\", \" 1924 let rate_limits = e.rate_limits.clone();\", \" 1925 if let Some(rate_limits) = rate_limits {\", \" 1926 sess.update_rate_limits(&sub_id, rate_limits).await;\", \" 1927 }\", \" 1928 return Err(CodexErr::UsageLimitReached(e));\", \" 1929 }\", \" 1930 Err(CodexErr::UsageNotIncluded) => return Err(CodexErr::UsageNotIncluded),\", \" 1931 Err(e) => {\", \" 1932 // Use the configured provider-specific stream retry budget.\", \" 1933 let max_retries = turn_context.client.get_provider().stream_max_retries();\", \" 1934 if retries < max_retries {\", \" 1935 retries += 1;\", \" 1936 let delay = match e {\", \" 1937 CodexErr::Stream(_, Some(delay)) => delay,\", \" 1938 _ => backoff(retries),\", \" 1939 };\", \" 1940 warn!(\", \" 1941 \\\"stream disconnected - retrying turn ({retries}/{max_retries} in {delay:?})...\\\",\", \" 1942 );\", \" 1943\", \" 1944 // Surface retry information to any UI/front‑end so the\", \" 1945 // user understands what is happening instead of staring\", \" 1946 // at a seemingly frozen screen.\", \" 1947 sess.notify_stream_error(\", \" 1948 &sub_id,\", \" 1949 format!(\", \" 1950 \\\"stream error: {e}; retrying {retries}/{max_retries} in {delay:?}…\\\"\", \" 1951 ),\", \" 1952 )\", \" 1953 .await;\", \" 1954\", \" 1955 tokio::time::sleep(delay).await;\", \" 1956 } else {\", \" 1957 return Err(e);\", \" 1958 }\", \" 1959 }\", \" 1960 }\", \" 1961 }\", \" 1962 }\", \" 1963\", \" 1964 /// When the model is prompted, it returns a stream of events. Some of these\", \" 1965 /// events map to a `ResponseItem`. A `ResponseItem` may need to be\", \" 1966 /// \\\"handled\\\" such that it produces a `ResponseInputItem` that needs to be\", \" 1967 /// sent back to the model on the next turn.\", \" 1968 #[derive(Debug)]\", \" 1969 struct ProcessedResponseItem {\", \" 1970 item: ResponseItem,\", \" 1971 response: Option,\", \" 1972 }\", \" 1973\", \" 1974 #[derive(Debug)]\", \" 1975 struct TurnRunResult {\", \" 1976 processed_items: Vec,\", \" 1977 total_token_usage: Option,\", \" 1978 }\", \" 1979\", \" 1980 async fn try_run_turn(\", \" 1981 sess: &Session,\", \" 1982 turn_context: &TurnContext,\", \" 1983 turn_diff_tracker: &mut TurnDiffTracker,\", \" 1984 sub_id: &str,\", \" 1985 prompt: &Prompt,\", \" 1986 ) -> CodexResult {\", \" 1987 // call_ids that are part of this response.\", \" 1988 let completed_call_ids = prompt\", \" 1989 .input\", \" 1990 .iter()\", \" 1991 .filter_map(|ri| match ri {\", \" 1992 ResponseItem::FunctionCallOutput { call_id, .. } => Some(call_id),\", \" 1993 ResponseItem::LocalShellCall {\", \" 1994 call_id: Some(call_id),\", \" 1995 ..\", \" 1996 } => Some(call_id),\", \" 1997 ResponseItem::CustomToolCallOutput { call_id, .. } => Some(call_id),\", \" 1998 _ => None,\", \" 1999 })\", \" 2000 .collect::>();\", \" 2001\", \" 2002 // call_ids that were pending but are not part of this response.\", \" 2003 // This usually happens because the user interrupted the model before we responded to one of its tool calls\", \" 2004 // and then the user sent a follow-up message.\", \" 2005 let missing_calls = {\", \" 2006 prompt\", \" 2007 .input\", \" 2008 .iter()\", \" 2009 .filter_map(|ri| match ri {\", \" 2010 ResponseItem::FunctionCall { call_id, .. } => Some(call_id),\", \" 2011 ResponseItem::LocalShellCall {\", \" 2012 call_id: Some(call_id),\", \" 2013 ..\", \" 2014 } => Some(call_id),\", \" 2015 ResponseItem::CustomToolCall { call_id, .. } => Some(call_id),\", \" 2016 _ => None,\", \" 2017 })\", \" 2018 .filter_map(|call_id| {\", \" 2019 if completed_call_ids.contains(&call_id) {\", \" 2020 None\", \" 2021 } else {\", \" 2022 Some(call_id.clone())\", \"...\", \" 2177 ) -> CodexResult> {\", \" 2178 debug!(?item, \\\"Output item\\\");\", \" 2179 let output = match item {\", \" 2180 ResponseItem::FunctionCall {\", \" 2181 name,\", \" 2182 arguments,\", \" 2183 call_id,\", \" 2184 ..\", \" 2185 } => {\", \" 2186 info!(\\\"FunctionCall: {name}({arguments})\\\");\", \" 2187 if let Some((server, tool_name)) =\", \" 2188 sess.services.mcp_connection_manager.parse_tool_name(&name)\", \" 2189 {\", \" 2190 let resp = handle_mcp_tool_call(\", \" 2191 sess,\", \" 2192 sub_id,\", \" 2193 call_id.clone(),\", \" 2194 server,\", \" 2195 tool_name,\", \" 2196 arguments,\", \" 2197 )\", \" 2198 .await;\", \" 2199 Some(resp)\", \" 2200 } else {\", \" 2201 let result = turn_context\", \" 2202 .client\", \" 2203 .get_otel_event_manager()\", \" 2204 .log_tool_result(name.as_str(), call_id.as_str(), arguments.as_str(), || {\", \" 2205 handle_function_call(\", \" 2206 sess,\", \" 2207 turn_context,\", \" 2208 turn_diff_tracker,\", \" 2209 sub_id.to_string(),\", \" 2210 name.to_owned(),\", \" 2211 arguments.to_owned(),\", \" 2212 call_id.clone(),\", \" 2213 )\", \" 2214 })\", \" 2215 .await;\", \" 2216\", \" 2217 let output = match result {\", \" 2218 Ok(content) => FunctionCallOutputPayload {\", \" 2219 content,\", \" 2220 success: Some(true),\", \" 2221 },\", \" 2222 Err(FunctionCallError::RespondToModel(msg)) => FunctionCallOutputPayload {\", \" 2223 content: msg,\", \" 2224 success: Some(false),\", \" 2225 },\", \" 2226 };\", \" 2227 Some(ResponseInputItem::FunctionCallOutput { call_id, output })\", \" 2228 }\", \" 2229 }\", \" 2230 ResponseItem::LocalShellCall {\", \" 2231 id,\", \" 2232 call_id,\", \" 2233 status: _,\", \" 2234 action,\", \" 2235 } => {\", \" 2236 let name = \\\"local_shell\\\";\", \" 2237 let LocalShellAction::Exec(action) = action;\", \" 2238 tracing::info!(\\\"LocalShellCall: {action:?}\\\");\", \" 2239 let params = ShellToolCallParams {\", \" 2240 command: action.command,\", \" 2241 workdir: action.working_directory,\", \" 2242 timeout_ms: action.timeout_ms,\", \" 2243 with_escalated_permissions: None,\", \" 2244 justification: None,\", \" 2245 };\", \" 2246 let effective_call_id = match (call_id, id) {\", \" 2247 (Some(call_id), _) => call_id,\", \" 2248 (None, Some(id)) => id,\", \" 2249 (None, None) => {\", \" 2250 let error_message = \\\"LocalShellCall without call_id or id\\\";\", \" 2251\", \" 2252 turn_context\", \" 2253 .client\", \" 2254 .get_otel_event_manager()\", \" 2255 .log_tool_failed(name, error_message);\", \" 2256\", \" 2257 error!(error_message);\", \" 2258 return Ok(Some(ResponseInputItem::FunctionCallOutput {\", \" 2259 call_id: \\\"\\\".to_string(),\", \" 2260 output: FunctionCallOutputPayload {\", \" 2261 content: error_message.to_string(),\", \" 2262 success: None,\", \" 2263 },\", \" 2264 }));\", \" 2265 }\", \" 2266 };\", \" 2267\", \" 2268 let exec_params = to_exec_params(params, turn_context);\", \" 2269 {\", \" 2270 let result = turn_context\", \" 2271 .client\", \" 2272 .get_otel_event_manager()\", \" 2273 .log_tool_result(\", \" 2274 name,\", \" 2275 effective_call_id.as_str(),\", \" 2276 exec_params.command.join(\\\" \\\").as_str(),\", \" 2277 || {\", \" 2278 handle_container_exec_with_params(\", \" 2279 name,\", \" 2280 exec_params,\", \" 2281 sess,\", \" 2282 turn_context,\", \" 2283 turn_diff_tracker,\", \" 2284 sub_id.to_string(),\", \" 2285 effective_call_id.clone(),\", \" 2286 )\", \" 2287 },\", \" 2288 )\", \" 2289 .await;\", \" 2290\", \" 2291 let output = match result {\", \" 2292 Ok(content) => FunctionCallOutputPayload {\", \" 2293 content,\", \" 2294 success: Some(true),\", \" 2295 },\", \" 2296 Err(FunctionCallError::RespondToModel(msg)) => FunctionCallOutputPayload {\", \" 2297 content: msg,\", \" 2298 success: Some(false),\", \" 2299 },\", \" 2300 };\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 153, \"chunk_id\": \"99c5a3\"}",{},"bb117be2-a513-442e-a5e6-77d92fc4731d",{"_95":92,"_174":-5,"_484":875},1759287074.666411,{"_493":529,"_265":530,"_531":-5,"_45":874},{"_489":527,"_491":873},47,"{\"session_name\":\"shell\",\"chars\":\"nl -ba codex/codex-rs/core/src/codex.rs | sed -n '1900,2300p'\\n\",\"yield_time_ms\": 1000}",{},"fd5e504e-293a-43aa-8c0a-c37948e1b59a",{"_95":92,"_174":-5,"_484":883},{"_493":45,"_494":881},{"_502":57,"_503":504,"_489":505,"_491":880,"_507":15},11,[882],"I need to find the line numbers for the `run_turn` function explanation.",{},"db681fdf-a2bb-43de-8f95-c0ff41798ea4",{"_95":519,"_174":520,"_484":891},1759287073.675698,{"_493":45,"_494":889},{},[890],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 3875, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# nl -ba codex/codex-rs/core/src/codex.rs | sed -n '1500,1900p'\", \" 1500 include_plan_tool: false,\", \" 1501 include_apply_patch_tool: config.include_apply_patch_tool,\", \" 1502 include_web_search_request: false,\", \" 1503 use_streamable_shell_tool: false,\", \" 1504 include_view_image_tool: false,\", \" 1505 experimental_unified_exec_tool: config.use_experimental_unified_exec_tool,\", \" 1506 });\", \" 1507\", \" 1508 let base_instructions = REVIEW_PROMPT.to_string();\", \" 1509 let review_prompt = review_request.prompt.clone();\", \" 1510 let provider = parent_turn_context.client.get_provider();\", \" 1511 let auth_manager = parent_turn_context.client.get_auth_manager();\", \" 1512 let model_family = review_model_family.clone();\", \" 1513\", \" 1514 // Build per‑turn client with the requested model/family.\", \" 1515 let mut per_turn_config = (*config).clone();\", \" 1516 per_turn_config.model = model.clone();\", \" 1517 per_turn_config.model_family = model_family.clone();\", \" 1518 per_turn_config.model_reasoning_effort = Some(ReasoningEffortConfig::Low);\", \" 1519 per_turn_config.model_reasoning_summary = ReasoningSummaryConfig::Detailed;\", \" 1520 if let Some(model_info) = get_model_info(&model_family) {\", \" 1521 per_turn_config.model_context_window = Some(model_info.context_window);\", \" 1522 }\", \" 1523\", \" 1524 let otel_event_manager = parent_turn_context\", \" 1525 .client\", \" 1526 .get_otel_event_manager()\", \" 1527 .with_model(\", \" 1528 per_turn_config.model.as_str(),\", \" 1529 per_turn_config.model_family.slug.as_str(),\", \" 1530 );\", \" 1531\", \" 1532 let per_turn_config = Arc::new(per_turn_config);\", \" 1533 let client = ModelClient::new(\", \" 1534 per_turn_config.clone(),\", \" 1535 auth_manager,\", \" 1536 otel_event_manager,\", \" 1537 provider,\", \" 1538 per_turn_config.model_reasoning_effort,\", \" 1539 per_turn_config.model_reasoning_summary,\", \" 1540 sess.conversation_id,\", \" 1541 );\", \" 1542\", \" 1543 let review_turn_context = TurnContext {\", \" 1544 client,\", \" 1545 tools_config,\", \" 1546 user_instructions: None,\", \" 1547 base_instructions: Some(base_instructions.clone()),\", \" 1548 approval_policy: parent_turn_context.approval_policy,\", \" 1549 sandbox_policy: parent_turn_context.sandbox_policy.clone(),\", \" 1550 shell_environment_policy: parent_turn_context.shell_environment_policy.clone(),\", \" 1551 cwd: parent_turn_context.cwd.clone(),\", \" 1552 is_review_mode: true,\", \" 1553 final_output_json_schema: None,\", \" 1554 };\", \" 1555\", \" 1556 // Seed the child task with the review prompt as the initial user message.\", \" 1557 let input: Vec = vec![InputItem::Text {\", \" 1558 text: format!(\\\"{base_instructions}\\\\n\\\\n---\\\\n\\\\nNow, here's your task: {review_prompt}\\\"),\", \" 1559 }];\", \" 1560 let tc = Arc::new(review_turn_context);\", \" 1561\", \" 1562 // Clone sub_id for the upcoming announcement before moving it into the task.\", \" 1563 let sub_id_for_event = sub_id.clone();\", \" 1564 sess.spawn_task(tc.clone(), sub_id, input, ReviewTask).await;\", \" 1565\", \" 1566 // Announce entering review mode so UIs can switch modes.\", \" 1567 sess.send_event(Event {\", \" 1568 id: sub_id_for_event,\", \" 1569 msg: EventMsg::EnteredReviewMode(review_request),\", \" 1570 })\", \" 1571 .await;\", \" 1572 }\", \" 1573\", \" 1574 /// Takes a user message as input and runs a loop where, at each turn, the model\", \" 1575 /// replies with either:\", \" 1576 ///\", \" 1577 /// - requested function calls\", \" 1578 /// - an assistant message\", \" 1579 ///\", \" 1580 /// While it is possible for the model to return multiple of these items in a\", \" 1581 /// single turn, in practice, we generally one item per turn:\", \" 1582 ///\", \" 1583 /// - If the model requests a function call, we execute it and send the output\", \" 1584 /// back to the model in the next turn.\", \" 1585 /// - If the model sends only an assistant message, we record it in the\", \" 1586 /// conversation history and consider the task complete.\", \" 1587 ///\", \" 1588 /// Review mode: when `turn_context.is_review_mode` is true, the turn runs in an\", \" 1589 /// isolated in-memory thread without the parent session's prior history or\", \" 1590 /// user_instructions. Emits ExitedReviewMode upon final review message.\", \" 1591 pub(crate) async fn run_task(\", \" 1592 sess: Arc,\", \" 1593 turn_context: Arc,\", \" 1594 sub_id: String,\", \" 1595 input: Vec,\", \" 1596 ) -> Option {\", \" 1597 if input.is_empty() {\", \" 1598 return None;\", \" 1599 }\", \" 1600 let event = Event {\", \" 1601 id: sub_id.clone(),\", \" 1602 msg: EventMsg::TaskStarted(TaskStartedEvent {\", \" 1603 model_context_window: turn_context.client.get_model_context_window(),\", \" 1604 }),\", \" 1605 };\", \" 1606 sess.send_event(event).await;\", \" 1607\", \" 1608 let initial_input_for_turn: ResponseInputItem = ResponseInputItem::from(input);\", \" 1609 // For review threads, keep an isolated in-memory history so the\", \" 1610 // model sees a fresh conversation without the parent session's history.\", \" 1611 // For normal turns, continue recording to the session history as before.\", \" 1612 let is_review_mode = turn_context.is_review_mode;\", \" 1613 let mut review_thread_history: Vec = Vec::new();\", \" 1614 if is_review_mode {\", \" 1615 // Seed review threads with environment context so the model knows the working directory.\", \" 1616 review_thread_history.extend(sess.build_initial_context(turn_context.as_ref()));\", \" 1617 review_thread_history.push(initial_input_for_turn.into());\", \" 1618 } else {\", \" 1619 sess.record_input_and_rollout_usermsg(&initial_input_for_turn)\", \" 1620 .await;\", \" 1621 }\", \" 1622\", \"...\", \" 1778 encrypted_content: encrypted_content.clone(),\", \" 1779 });\", \" 1780 }\", \" 1781 _ => {\", \" 1782 warn!(\\\"Unexpected response item: {item:?} with response: {response:?}\\\");\", \" 1783 }\", \" 1784 };\", \" 1785 if let Some(response) = response {\", \" 1786 responses.push(response);\", \" 1787 }\", \" 1788 }\", \" 1789\", \" 1790 // Only attempt to take the lock if there is something to record.\", \" 1791 if !items_to_record_in_conversation_history.is_empty() {\", \" 1792 if is_review_mode {\", \" 1793 review_thread_history\", \" 1794 .extend(items_to_record_in_conversation_history.clone());\", \" 1795 } else {\", \" 1796 sess.record_conversation_items(&items_to_record_in_conversation_history)\", \" 1797 .await;\", \" 1798 }\", \" 1799 }\", \" 1800\", \" 1801 if token_limit_reached {\", \" 1802 if auto_compact_recently_attempted {\", \" 1803 let limit_str = limit.to_string();\", \" 1804 let current_tokens = total_usage_tokens\", \" 1805 .map(|tokens| tokens.to_string())\", \" 1806 .unwrap_or_else(|| \\\"unknown\\\".to_string());\", \" 1807 let event = Event {\", \" 1808 id: sub_id.clone(),\", \" 1809 msg: EventMsg::Error(ErrorEvent {\", \" 1810 message: format!(\", \" 1811 \\\"Conversation is still above the token limit after automatic summarization (limit {l\", \"imit_str}, current {current_tokens}). Please start a new session or trim your input.\\\"\", \" 1812 ),\", \" 1813 }),\", \" 1814 };\", \" 1815 sess.send_event(event).await;\", \" 1816 break;\", \" 1817 }\", \" 1818 auto_compact_recently_attempted = true;\", \" 1819 compact::run_inline_auto_compact_task(sess.clone(), turn_context.clone()).await;\", \" 1820 continue;\", \" 1821 }\", \" 1822\", \" 1823 auto_compact_recently_attempted = false;\", \" 1824\", \" 1825 if responses.is_empty() {\", \" 1826 last_agent_message = get_last_assistant_message_from_turn(\", \" 1827 &items_to_record_in_conversation_history,\", \" 1828 );\", \" 1829 sess.notifier()\", \" 1830 .notify(&UserNotification::AgentTurnComplete {\", \" 1831 turn_id: sub_id.clone(),\", \" 1832 input_messages: turn_input_messages,\", \" 1833 last_assistant_message: last_agent_message.clone(),\", \" 1834 });\", \" 1835 break;\", \" 1836 }\", \" 1837 continue;\", \" 1838 }\", \" 1839 Err(e) => {\", \" 1840 info!(\\\"Turn error: {e:#}\\\");\", \" 1841 let event = Event {\", \" 1842 id: sub_id.clone(),\", \" 1843 msg: EventMsg::Error(ErrorEvent {\", \" 1844 message: e.to_string(),\", \" 1845 }),\", \" 1846 };\", \" 1847 sess.send_event(event).await;\", \" 1848 // let the user continue the conversation\", \" 1849 break;\", \" 1850 }\", \" 1851 }\", \" 1852 }\", \" 1853\", \" 1854 // If this was a review thread and we have a final assistant message,\", \" 1855 // try to parse it as a ReviewOutput.\", \" 1856 //\", \" 1857 // If parsing fails, construct a minimal ReviewOutputEvent using the plain\", \" 1858 // text as the overall explanation. Else, just exit review mode with None.\", \" 1859 //\", \" 1860 // Emits an ExitedReviewMode event with the parsed review output.\", \" 1861 if turn_context.is_review_mode {\", \" 1862 exit_review_mode(\", \" 1863 sess.clone(),\", \" 1864 sub_id.clone(),\", \" 1865 last_agent_message.as_deref().map(parse_review_output_event),\", \" 1866 )\", \" 1867 .await;\", \" 1868 }\", \" 1869\", \" 1870 last_agent_message\", \" 1871 }\", \" 1872\", \" 1873 /// Parse the review output; when not valid JSON, build a structured\", \" 1874 /// fallback that carries the plain text as the overall explanation.\", \" 1875 ///\", \" 1876 /// Returns: a ReviewOutputEvent parsed from JSON or a fallback populated from text.\", \" 1877 fn parse_review_output_event(text: &str) -> ReviewOutputEvent {\", \" 1878 // Try direct parse first\", \" 1879 if let Ok(ev) = serde_json::from_str::(text) {\", \" 1880 return ev;\", \" 1881 }\", \" 1882 // If wrapped in markdown fences or extra prose, attempt to extract the first JSON object\", \" 1883 if let (Some(start), Some(end)) = (text.find('{'), text.rfind('}'))\", \" 1884 && start < end\", \" 1885 && let Some(slice) = text.get(start..=end)\", \" 1886 && let Ok(ev) = serde_json::from_str::(slice)\", \" 1887 {\", \" 1888 return ev;\", \" 1889 }\", \" 1890 // Not JSON – return a structured ReviewOutputEvent that carries\", \" 1891 // the plain text as the overall explanation.\", \" 1892 ReviewOutputEvent {\", \" 1893 overall_explanation: text.to_string(),\", \" 1894 ..Default::default()\", \" 1895 }\", \" 1896 }\", \" 1897\", \" 1898 async fn run_turn(\", \" 1899 sess: &Session,\", \" 1900 turn_context: &TurnContext,\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 154, \"chunk_id\": \"5814dc\"}",{},"7e4915fb-fcbb-49fa-8645-d5b8b525ea21",{"_95":92,"_174":-5,"_484":898},1759287072.553632,{"_493":529,"_265":530,"_531":-5,"_45":897},{"_489":527,"_491":873},"{\"session_name\":\"shell\",\"chars\":\"nl -ba codex/codex-rs/core/src/codex.rs | sed -n '1500,1900p'\\n\",\"yield_time_ms\": 1000}",{},"57fb2c9d-39c2-4b5b-9ebf-6dc08594df81",{"_95":92,"_174":-5,"_484":905},{"_493":45,"_494":903},{"_502":57,"_503":504,"_489":505,"_491":764,"_507":15},[904],"I'll grab the line numbers for the `run_task` function.",{},"f4504a96-cc24-4c32-9d91-120c622b2def",{"_95":519,"_174":520,"_484":913},1759287071.690771,{"_493":45,"_494":911},{},[912],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 3473, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# nl -ba codex/codex-rs/core/src/codex.rs | sed -n '1100,1500p'\", \" 1100 pub(crate) changes: HashMap,\", \" 1101 }\", \" 1102\", \" 1103 async fn submission_loop(\", \" 1104 sess: Arc,\", \" 1105 turn_context: TurnContext,\", \" 1106 config: Arc,\", \" 1107 rx_sub: Receiver,\", \" 1108 ) {\", \" 1109 // Wrap once to avoid cloning TurnContext for each task.\", \" 1110 let mut turn_context = Arc::new(turn_context);\", \" 1111 // To break out of this loop, send Op::Shutdown.\", \" 1112 while let Ok(sub) = rx_sub.recv().await {\", \" 1113 debug!(?sub, \\\"Submission\\\");\", \" 1114 match sub.op {\", \" 1115 Op::Interrupt => {\", \" 1116 sess.interrupt_task().await;\", \" 1117 }\", \" 1118 Op::OverrideTurnContext {\", \" 1119 cwd,\", \" 1120 approval_policy,\", \" 1121 sandbox_policy,\", \" 1122 model,\", \" 1123 effort,\", \" 1124 summary,\", \" 1125 } => {\", \" 1126 // Recalculate the persistent turn context with provided overrides.\", \" 1127 let prev = Arc::clone(&turn_context);\", \" 1128 let provider = prev.client.get_provider();\", \" 1129\", \" 1130 // Effective model + family\", \" 1131 let (effective_model, effective_family) = if let Some(ref m) = model {\", \" 1132 let fam =\", \" 1133 find_family_for_model(m).unwrap_or_else(|| config.model_family.clone());\", \" 1134 (m.clone(), fam)\", \" 1135 } else {\", \" 1136 (prev.client.get_model(), prev.client.get_model_family())\", \" 1137 };\", \" 1138\", \" 1139 // Effective reasoning settings\", \" 1140 let effective_effort = effort.unwrap_or(prev.client.get_reasoning_effort());\", \" 1141 let effective_summary = summary.unwrap_or(prev.client.get_reasoning_summary());\", \" 1142\", \" 1143 let auth_manager = prev.client.get_auth_manager();\", \" 1144\", \" 1145 // Build updated config for the client\", \" 1146 let mut updated_config = (*config).clone();\", \" 1147 updated_config.model = effective_model.clone();\", \" 1148 updated_config.model_family = effective_family.clone();\", \" 1149 if let Some(model_info) = get_model_info(&effective_family) {\", \" 1150 updated_config.model_context_window = Some(model_info.context_window);\", \" 1151 }\", \" 1152\", \" 1153 let otel_event_manager = prev.client.get_otel_event_manager().with_model(\", \" 1154 updated_config.model.as_str(),\", \" 1155 updated_config.model_family.slug.as_str(),\", \" 1156 );\", \" 1157\", \" 1158 let client = ModelClient::new(\", \" 1159 Arc::new(updated_config),\", \" 1160 auth_manager,\", \" 1161 otel_event_manager,\", \" 1162 provider,\", \" 1163 effective_effort,\", \" 1164 effective_summary,\", \" 1165 sess.conversation_id,\", \" 1166 );\", \" 1167\", \" 1168 let new_approval_policy = approval_policy.unwrap_or(prev.approval_policy);\", \" 1169 let new_sandbox_policy = sandbox_policy\", \" 1170 .clone()\", \" 1171 .unwrap_or(prev.sandbox_policy.clone());\", \" 1172 let new_cwd = cwd.clone().unwrap_or_else(|| prev.cwd.clone());\", \" 1173\", \" 1174 let tools_config = ToolsConfig::new(&ToolsConfigParams {\", \" 1175 model_family: &effective_family,\", \" 1176 include_plan_tool: config.include_plan_tool,\", \" 1177 include_apply_patch_tool: config.include_apply_patch_tool,\", \" 1178 include_web_search_request: config.tools_web_search_request,\", \" 1179 use_streamable_shell_tool: config.use_experimental_streamable_shell_tool,\", \" 1180 include_view_image_tool: config.include_view_image_tool,\", \" 1181 experimental_unified_exec_tool: config.use_experimental_unified_exec_tool,\", \" 1182 });\", \" 1183\", \" 1184 let new_turn_context = TurnContext {\", \" 1185 client,\", \" 1186 tools_config,\", \" 1187 user_instructions: prev.user_instructions.clone(),\", \" 1188 base_instructions: prev.base_instructions.clone(),\", \" 1189 approval_policy: new_approval_policy,\", \" 1190 sandbox_policy: new_sandbox_policy.clone(),\", \" 1191 shell_environment_policy: prev.shell_environment_policy.clone(),\", \" 1192 cwd: new_cwd.clone(),\", \" 1193 is_review_mode: false,\", \" 1194 final_output_json_schema: None,\", \" 1195 };\", \" 1196\", \" 1197 // Install the new persistent context for subsequent tasks/turns.\", \" 1198 turn_context = Arc::new(new_turn_context);\", \" 1199\", \" 1200 // Optionally persist changes to model / effort\", \" 1201 if cwd.is_some() || approval_policy.is_some() || sandbox_policy.is_some() {\", \" 1202 sess.record_conversation_items(&[ResponseItem::from(EnvironmentContext::new(\", \" 1203 cwd,\", \" 1204 approval_policy,\", \" 1205 sandbox_policy,\", \" 1206 // Shell is not configurable from turn to turn\", \" 1207 None,\", \" 1208 ))])\", \" 1209 .await;\", \" 1210 }\", \" 1211 }\", \" 1212 Op::UserInput { items } => {\", \" 1213 turn_context\", \" 1214 .client\", \" 1215 .get_otel_event_manager()\", \" 1216 .user_prompt(&items);\", \" 1217 // attempt to inject input into current task\", \" 1218 if let Err(items) = sess.inject_input(items).await {\", \" 1219 // no current task, spawn a new one\", \" 1220 sess.spawn_task(Arc::clone(&turn_context), sub.id, items, RegularTask)\", \" 1221 .await;\", \" 1222 }\", \"...\", \" 1377 crate::protocol::McpListToolsResponseEvent { tools },\", \" 1378 ),\", \" 1379 };\", \" 1380 sess.send_event(event).await;\", \" 1381 }\", \" 1382 Op::ListCustomPrompts => {\", \" 1383 let sub_id = sub.id.clone();\", \" 1384\", \" 1385 let custom_prompts: Vec =\", \" 1386 if let Some(dir) = crate::custom_prompts::default_prompts_dir() {\", \" 1387 crate::custom_prompts::discover_prompts_in(&dir).await\", \" 1388 } else {\", \" 1389 Vec::new()\", \" 1390 };\", \" 1391\", \" 1392 let event = Event {\", \" 1393 id: sub_id,\", \" 1394 msg: EventMsg::ListCustomPromptsResponse(ListCustomPromptsResponseEvent {\", \" 1395 custom_prompts,\", \" 1396 }),\", \" 1397 };\", \" 1398 sess.send_event(event).await;\", \" 1399 }\", \" 1400 Op::Compact => {\", \" 1401 // Attempt to inject input into current task\", \" 1402 if let Err(items) = sess\", \" 1403 .inject_input(vec![InputItem::Text {\", \" 1404 text: compact::SUMMARIZATION_PROMPT.to_string(),\", \" 1405 }])\", \" 1406 .await\", \" 1407 {\", \" 1408 sess.spawn_task(Arc::clone(&turn_context), sub.id, items, CompactTask)\", \" 1409 .await;\", \" 1410 }\", \" 1411 }\", \" 1412 Op::Shutdown => {\", \" 1413 sess.abort_all_tasks(TurnAbortReason::Interrupted).await;\", \" 1414 info!(\\\"Shutting down Codex instance\\\");\", \" 1415\", \" 1416 // Gracefully flush and shutdown rollout recorder on session end so tests\", \" 1417 // that inspect the rollout file do not race with the background writer.\", \" 1418 let recorder_opt = {\", \" 1419 let mut guard = sess.services.rollout.lock().await;\", \" 1420 guard.take()\", \" 1421 };\", \" 1422 if let Some(rec) = recorder_opt\", \" 1423 && let Err(e) = rec.shutdown().await\", \" 1424 {\", \" 1425 warn!(\\\"failed to shutdown rollout recorder: {e}\\\");\", \" 1426 let event = Event {\", \" 1427 id: sub.id.clone(),\", \" 1428 msg: EventMsg::Error(ErrorEvent {\", \" 1429 message: \\\"Failed to shutdown rollout recorder\\\".to_string(),\", \" 1430 }),\", \" 1431 };\", \" 1432 sess.send_event(event).await;\", \" 1433 }\", \" 1434\", \" 1435 let event = Event {\", \" 1436 id: sub.id.clone(),\", \" 1437 msg: EventMsg::ShutdownComplete,\", \" 1438 };\", \" 1439 sess.send_event(event).await;\", \" 1440 break;\", \" 1441 }\", \" 1442 Op::GetPath => {\", \" 1443 let sub_id = sub.id.clone();\", \" 1444 // Flush rollout writes before returning the path so readers observe a consistent file.\", \" 1445 let (path, rec_opt) = {\", \" 1446 let guard = sess.services.rollout.lock().await;\", \" 1447 match guard.as_ref() {\", \" 1448 Some(rec) => (rec.get_rollout_path(), Some(rec.clone())),\", \" 1449 None => {\", \" 1450 error!(\\\"rollout recorder not found\\\");\", \" 1451 continue;\", \" 1452 }\", \" 1453 }\", \" 1454 };\", \" 1455 if let Some(rec) = rec_opt\", \" 1456 && let Err(e) = rec.flush().await\", \" 1457 {\", \" 1458 warn!(\\\"failed to flush rollout recorder before GetHistory: {e}\\\");\", \" 1459 }\", \" 1460 let event = Event {\", \" 1461 id: sub_id.clone(),\", \" 1462 msg: EventMsg::ConversationPath(ConversationPathResponseEvent {\", \" 1463 conversation_id: sess.conversation_id,\", \" 1464 path,\", \" 1465 }),\", \" 1466 };\", \" 1467 sess.send_event(event).await;\", \" 1468 }\", \" 1469 Op::Review { review_request } => {\", \" 1470 spawn_review_thread(\", \" 1471 sess.clone(),\", \" 1472 config.clone(),\", \" 1473 turn_context.clone(),\", \" 1474 sub.id,\", \" 1475 review_request,\", \" 1476 )\", \" 1477 .await;\", \" 1478 }\", \" 1479 _ => {\", \" 1480 // Ignore unknown ops; enum is non_exhaustive to allow extensions.\", \" 1481 }\", \" 1482 }\", \" 1483 }\", \" 1484 debug!(\\\"Agent loop exited\\\");\", \" 1485 }\", \" 1486\", \" 1487 /// Spawn a review thread using the given prompt.\", \" 1488 async fn spawn_review_thread(\", \" 1489 sess: Arc,\", \" 1490 config: Arc,\", \" 1491 parent_turn_context: Arc,\", \" 1492 sub_id: String,\", \" 1493 review_request: ReviewRequest,\", \" 1494 ) {\", \" 1495 let model = config.review_model.clone();\", \" 1496 let review_model_family = find_family_for_model(&model)\", \" 1497 .unwrap_or_else(|| parent_turn_context.client.get_model_family());\", \" 1498 let tools_config = ToolsConfig::new(&ToolsConfigParams {\", \" 1499 model_family: &review_model_family,\", \" 1500 include_plan_tool: false,\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 153, \"chunk_id\": \"bed4fb\"}",{},"68dcf6d3-5c0a-4844-8b06-2abc1889b277",{"_95":92,"_174":-5,"_484":920},1759287070.56283,{"_493":529,"_265":530,"_531":-5,"_45":919},{"_489":527,"_491":873},"{\"session_name\":\"shell\",\"chars\":\"nl -ba codex/codex-rs/core/src/codex.rs | sed -n '1100,1500p'\\n\",\"yield_time_ms\": 1000}",{},"2c3a0ee0-fed6-40b5-b2ea-f10e146d1cd3",{"_95":92,"_174":-5,"_484":927},{"_493":45,"_494":925},{"_502":57,"_503":504,"_489":505,"_491":717,"_507":15},[926],"I need to gather the lines related to `submission_loop`.",{},"25f3342c-b949-4bfd-9a3e-a74f761bd613",{"_95":519,"_174":520,"_484":935},1759287069.750848,{"_493":45,"_494":933},{},[934],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 3331, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# nl -ba codex/codex-rs/core/src/codex.rs | sed -n '180,320p'\", \" 180 let (tx_sub, rx_sub) = async_channel::bounded(SUBMISSION_CHANNEL_CAPACITY);\", \" 181 let (tx_event, rx_event) = async_channel::unbounded();\", \" 182\", \" 183 let user_instructions = get_user_instructions(&config).await;\", \" 184\", \" 185 let config = Arc::new(config);\", \" 186\", \" 187 let configure_session = ConfigureSession {\", \" 188 provider: config.model_provider.clone(),\", \" 189 model: config.model.clone(),\", \" 190 model_reasoning_effort: config.model_reasoning_effort,\", \" 191 model_reasoning_summary: config.model_reasoning_summary,\", \" 192 user_instructions,\", \" 193 base_instructions: config.base_instructions.clone(),\", \" 194 approval_policy: config.approval_policy,\", \" 195 sandbox_policy: config.sandbox_policy.clone(),\", \" 196 notify: UserNotifier::new(config.notify.clone()),\", \" 197 cwd: config.cwd.clone(),\", \" 198 };\", \" 199\", \" 200 // Generate a unique ID for the lifetime of this Codex session.\", \" 201 let (session, turn_context) = Session::new(\", \" 202 configure_session,\", \" 203 config.clone(),\", \" 204 auth_manager.clone(),\", \" 205 tx_event.clone(),\", \" 206 conversation_history,\", \" 207 )\", \" 208 .await\", \" 209 .map_err(|e| {\", \" 210 error!(\\\"Failed to create session: {e:#}\\\");\", \" 211 CodexErr::InternalAgentDied\", \" 212 })?;\", \" 213 let conversation_id = session.conversation_id;\", \" 214\", \" 215 // This task will run until Op::Shutdown is received.\", \" 216 tokio::spawn(submission_loop(session, turn_context, config, rx_sub));\", \" 217 let codex = Codex {\", \" 218 next_id: AtomicU64::new(0),\", \" 219 tx_sub,\", \" 220 rx_event,\", \" 221 };\", \" 222\", \" 223 Ok(CodexSpawnOk {\", \" 224 codex,\", \" 225 conversation_id,\", \" 226 })\", \" 227 }\", \" 228\", \" 229 /// Submit the `op` wrapped in a `Submission` with a unique ID.\", \" 230 pub async fn submit(&self, op: Op) -> CodexResult {\", \" 231 let id = self\", \" 232 .next_id\", \" 233 .fetch_add(1, std::sync::atomic::Ordering::SeqCst)\", \" 234 .to_string();\", \" 235 let sub = Submission { id: id.clone(), op };\", \" 236 self.submit_with_id(sub).await?;\", \" 237 Ok(id)\", \" 238 }\", \" 239\", \" 240 /// Use sparingly: prefer `submit()` so Codex is responsible for generating\", \" 241 /// unique IDs for each submission.\", \" 242 pub async fn submit_with_id(&self, sub: Submission) -> CodexResult<()> {\", \" 243 self.tx_sub\", \" 244 .send(sub)\", \" 245 .await\", \" 246 .map_err(|_| CodexErr::InternalAgentDied)?;\", \" 247 Ok(())\", \" 248 }\", \" 249\", \" 250 pub async fn next_event(&self) -> CodexResult {\", \" 251 let event = self\", \" 252 .rx_event\", \" 253 .recv()\", \" 254 .await\", \" 255 .map_err(|_| CodexErr::InternalAgentDied)?;\", \" 256 Ok(event)\", \" 257 }\", \" 258 }\", \" 259\", \" 260 use crate::state::SessionState;\", \" 261\", \" 262 /// Context for an initialized model agent\", \" 263 ///\", \" 264 /// A session has at most 1 running task at a time, and can be interrupted by user input.\", \" 265 pub(crate) struct Session {\", \" 266 conversation_id: ConversationId,\", \" 267 tx_event: Sender,\", \" 268 state: Mutex,\", \" 269 pub(crate) active_turn: Mutex>,\", \" 270 services: SessionServices,\", \" 271 next_internal_sub_id: AtomicU64,\", \" 272 }\", \" 273\", \" 274 /// The context needed for a single turn of the conversation.\", \" 275 #[derive(Debug)]\", \" 276 pub(crate) struct TurnContext {\", \" 277 pub(crate) client: ModelClient,\", \" 278 /// The session's current working directory. All relative paths provided by\", \" 279 /// the model as well as sandbox policies are resolved against this path\", \" 280 /// instead of `std::env::current_dir()`.\", \" 281 pub(crate) cwd: PathBuf,\", \" 282 pub(crate) base_instructions: Option,\", \" 283 pub(crate) user_instructions: Option,\", \" 284 pub(crate) approval_policy: AskForApproval,\", \" 285 pub(crate) sandbox_policy: SandboxPolicy,\", \" 286 pub(crate) shell_environment_policy: ShellEnvironmentPolicy,\", \" 287 pub(crate) tools_config: ToolsConfig,\", \" 288 pub(crate) is_review_mode: bool,\", \" 289 pub(crate) final_output_json_schema: Option,\", \" 290 }\", \" 291\", \" 292 impl TurnContext {\", \" 293 fn resolve_path(&self, path: Option) -> PathBuf {\", \" 294 path.as_ref()\", \" 295 .map(PathBuf::from)\", \" 296 .map_or_else(|| self.cwd.clone(), |p| self.cwd.join(p))\", \" 297 }\", \" 298 }\", \" 299\", \" 300 /// Configure the model session.\", \" 301 struct ConfigureSession {\", \" 302 /// Provider identifier (\\\"openai\\\", \\\"openrouter\\\", ...).\", \" 303 provider: ModelProviderInfo,\", \" 304\", \" 305 /// If not specified, server will use its default model.\", \" 306 model: String,\", \" 307\", \" 308 model_reasoning_effort: Option,\", \" 309 model_reasoning_summary: ReasoningSummaryConfig,\", \" 310\", \" 311 /// Model instructions that are appended to the base instructions.\", \" 312 user_instructions: Option,\", \" 313\", \" 314 /// Base instructions override.\", \" 315 base_instructions: Option,\", \" 316\", \" 317 /// When to escalate for approval for execution\", \" 318 approval_policy: AskForApproval,\", \" 319 /// How to sandbox commands executed in the system\", \" 320 sandbox_policy: SandboxPolicy,\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"062988\"}",{},"2146fd5b-e927-4357-b4cb-e849dbaea20b",{"_95":92,"_174":-5,"_484":942},1759287068.698108,{"_493":529,"_265":530,"_531":-5,"_45":941},{"_489":527,"_491":828},"{\"session_name\":\"shell\",\"chars\":\"nl -ba codex/codex-rs/core/src/codex.rs | sed -n '180,320p'\\n\",\"yield_time_ms\": 1000}",{},"bc550f58-530e-46c9-9ca0-d1699d54302b",{"_95":92,"_174":-5,"_484":950},{"_493":45,"_494":948},{"_502":57,"_503":504,"_489":505,"_491":947,"_507":15},238,[949],"The state machine combines `submission_loop` and `run_task`, handling operations and turn loops. I'll identify key lines.",{},"cbd696bf-c7dd-4ef8-8ae8-9fafa6b3f284",{"_95":519,"_174":520,"_484":958},1759287065.381753,{"_493":45,"_494":956},{},[957],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 2939, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '3600,4000p' codex/codex-rs/core/src/codex.rs\", \" notifier: UserNotifier::default(),\", \" rollout: Mutex::new(None),\", \" codex_linux_sandbox_exe: None,\", \" user_shell: shell::Shell::Unknown,\", \" show_raw_agent_reasoning: config.show_raw_agent_reasoning,\", \" };\", \" let session = Session {\", \" conversation_id,\", \" tx_event,\", \" state: Mutex::new(SessionState::new()),\", \" active_turn: Mutex::new(None),\", \" services,\", \" next_internal_sub_id: AtomicU64::new(0),\", \" };\", \" (session, turn_context)\", \" }\", \"\", \" // Like make_session_and_context, but returns Arc and the event receiver\", \" // so tests can assert on emitted events.\", \" fn make_session_and_context_with_rx() -> (\", \" Arc,\", \" Arc,\", \" async_channel::Receiver,\", \" ) {\", \" let (tx_event, rx_event) = async_channel::unbounded();\", \" let codex_home = tempfile::tempdir().expect(\\\"create temp dir\\\");\", \" let config = Config::load_from_base_config_with_overrides(\", \" ConfigToml::default(),\", \" ConfigOverrides::default(),\", \" codex_home.path().to_path_buf(),\", \" )\", \" .expect(\\\"load default test config\\\");\", \" let config = Arc::new(config);\", \" let conversation_id = ConversationId::default();\", \" let otel_event_manager = otel_event_manager(conversation_id, config.as_ref());\", \" let client = ModelClient::new(\", \" config.clone(),\", \" None,\", \" otel_event_manager,\", \" config.model_provider.clone(),\", \" config.model_reasoning_effort,\", \" config.model_reasoning_summary,\", \" conversation_id,\", \" );\", \" let tools_config = ToolsConfig::new(&ToolsConfigParams {\", \" model_family: &config.model_family,\", \" include_plan_tool: config.include_plan_tool,\", \" include_apply_patch_tool: config.include_apply_patch_tool,\", \" include_web_search_request: config.tools_web_search_request,\", \" use_streamable_shell_tool: config.use_experimental_streamable_shell_tool,\", \" include_view_image_tool: config.include_view_image_tool,\", \" experimental_unified_exec_tool: config.use_experimental_unified_exec_tool,\", \" });\", \" let turn_context = Arc::new(TurnContext {\", \" client,\", \" cwd: config.cwd.clone(),\", \" base_instructions: config.base_instructions.clone(),\", \" user_instructions: config.user_instructions.clone(),\", \" approval_policy: config.approval_policy,\", \" sandbox_policy: config.sandbox_policy.clone(),\", \" shell_environment_policy: config.shell_environment_policy.clone(),\", \" tools_config,\", \" is_review_mode: false,\", \" final_output_json_schema: None,\", \" });\", \" let services = SessionServices {\", \" mcp_connection_manager: McpConnectionManager::default(),\", \" session_manager: ExecSessionManager::default(),\", \" unified_exec_manager: UnifiedExecSessionManager::default(),\", \" notifier: UserNotifier::default(),\", \" rollout: Mutex::new(None),\", \" codex_linux_sandbox_exe: None,\", \" user_shell: shell::Shell::Unknown,\", \" show_raw_agent_reasoning: config.show_raw_agent_reasoning,\", \" };\", \" let session = Arc::new(Session {\", \" conversation_id,\", \" tx_event,\", \" state: Mutex::new(SessionState::new()),\", \" active_turn: Mutex::new(None),\", \" services,\", \" next_internal_sub_id: AtomicU64::new(0),\", \" });\", \" (session, turn_context, rx_event)\", \" }\", \"\", \" #[derive(Clone, Copy)]\", \" struct NeverEndingTask(TaskKind);\", \"\", \" #[async_trait::async_trait]\", \" impl SessionTask for NeverEndingTask {\", \" fn kind(&self) -> TaskKind {\", \" self.0\", \" }\", \"\", \" async fn run(\", \" self: Arc,\", \" _session: Arc,\", \" _ctx: Arc,\", \" _sub_id: String,\", \" _input: Vec,\", \" ) -> Option {\", \" loop {\", \" sleep(Duration::from_secs(60)).await;\", \" }\", \" }\", \"\", \" async fn abort(&self, session: Arc, sub_id: &str) {\", \" if let TaskKind::Review = self.0 {\", \" exit_review_mode(session.clone_session(), sub_id.to_string(), None).await;\", \" }\", \" }\", \" }\", \"\", \" #[tokio::test]\", \" async fn abort_regular_task_emits_turn_aborted_only() {\", \" let (sess, tc, rx) = make_session_and_context_with_rx();\", \" let sub_id = \\\"sub-regular\\\".to_string();\", \" let input = vec![InputItem::Text {\", \" text: \\\"hello\\\".to_string(),\", \" }];\", \" sess.spawn_task(\", \" Arc::clone(&tc),\", \"...\", \" id: None,\", \" role: \\\"user\\\".to_string(),\", \" content: vec![ContentItem::InputText {\", \" text: \\\"third user\\\".to_string(),\", \" }],\", \" };\", \" live_history.record_items(std::iter::once(&user3));\", \" rollout_items.push(RolloutItem::ResponseItem(user3.clone()));\", \"\", \" let assistant3 = ResponseItem::Message {\", \" id: None,\", \" role: \\\"assistant\\\".to_string(),\", \" content: vec![ContentItem::OutputText {\", \" text: \\\"assistant reply three\\\".to_string(),\", \" }],\", \" };\", \" live_history.record_items(std::iter::once(&assistant3));\", \" rollout_items.push(RolloutItem::ResponseItem(assistant3.clone()));\", \"\", \" (rollout_items, live_history.contents())\", \" }\", \"\", \" #[tokio::test]\", \" async fn rejects_escalated_permissions_when_policy_not_on_request() {\", \" use crate::exec::ExecParams;\", \" use crate::protocol::AskForApproval;\", \" use crate::protocol::SandboxPolicy;\", \" use crate::turn_diff_tracker::TurnDiffTracker;\", \" use std::collections::HashMap;\", \"\", \" let (session, mut turn_context) = make_session_and_context();\", \" // Ensure policy is NOT OnRequest so the early rejection path triggers\", \" turn_context.approval_policy = AskForApproval::OnFailure;\", \"\", \" let params = ExecParams {\", \" command: if cfg!(windows) {\", \" vec![\", \" \\\"cmd.exe\\\".to_string(),\", \" \\\"/C\\\".to_string(),\", \" \\\"echo hi\\\".to_string(),\", \" ]\", \" } else {\", \" vec![\", \" \\\"/bin/sh\\\".to_string(),\", \" \\\"-c\\\".to_string(),\", \" \\\"echo hi\\\".to_string(),\", \" ]\", \" },\", \" cwd: turn_context.cwd.clone(),\", \" timeout_ms: Some(1000),\", \" env: HashMap::new(),\", \" with_escalated_permissions: Some(true),\", \" justification: Some(\\\"test\\\".to_string()),\", \" };\", \"\", \" let params2 = ExecParams {\", \" with_escalated_permissions: Some(false),\", \" ..params.clone()\", \" };\", \"\", \" let mut turn_diff_tracker = TurnDiffTracker::new();\", \"\", \" let tool_name = \\\"shell\\\";\", \" let sub_id = \\\"test-sub\\\".to_string();\", \" let call_id = \\\"test-call\\\".to_string();\", \"\", \" let resp = handle_container_exec_with_params(\", \" tool_name,\", \" params,\", \" &session,\", \" &turn_context,\", \" &mut turn_diff_tracker,\", \" sub_id,\", \" call_id,\", \" )\", \" .await;\", \"\", \" let Err(FunctionCallError::RespondToModel(output)) = resp else {\", \" panic!(\\\"expected error result\\\");\", \" };\", \"\", \" let expected = format!(\", \" \\\"approval policy is {policy:?}; reject command — you should not ask for escalated permissions if the approval policy\", \" is {policy:?}\\\",\", \" policy = turn_context.approval_policy\", \" );\", \"\", \" pretty_assertions::assert_eq!(output, expected);\", \"\", \" // Now retry the same command WITHOUT escalated permissions; should succeed.\", \" // Force DangerFullAccess to avoid platform sandbox dependencies in tests.\", \" turn_context.sandbox_policy = SandboxPolicy::DangerFullAccess;\", \"\", \" let resp2 = handle_container_exec_with_params(\", \" tool_name,\", \" params2,\", \" &session,\", \" &turn_context,\", \" &mut turn_diff_tracker,\", \" \\\"test-sub\\\".to_string(),\", \" \\\"test-call-2\\\".to_string(),\", \" )\", \" .await;\", \"\", \" let output = resp2.expect(\\\"expected Ok result\\\");\", \"\", \" #[derive(Deserialize, PartialEq, Eq, Debug)]\", \" struct ResponseExecMetadata {\", \" exit_code: i32,\", \" }\", \"\", \" #[derive(Deserialize)]\", \" struct ResponseExecOutput {\", \" output: String,\", \" metadata: ResponseExecMetadata,\", \" }\", \"\", \" let exec_output: ResponseExecOutput =\", \" serde_json::from_str(&output).expect(\\\"valid exec output json\\\");\", \"\", \" pretty_assertions::assert_eq!(exec_output.metadata, ResponseExecMetadata { exit_code: 0 });\", \" assert!(exec_output.output.contains(\\\"hi\\\"));\", \" }\", \"}\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 143, \"chunk_id\": \"704137\"}",{},"d4ab4378-caa1-499b-b601-f06e21b60e85",{"_95":92,"_174":-5,"_484":966},1759287064.280031,{"_493":529,"_265":530,"_531":-5,"_45":965},{"_489":527,"_491":964},43,"{\"session_name\":\"shell\",\"chars\":\"sed -n '3600,4000p' codex/codex-rs/core/src/codex.rs\\n\",\"yield_time_ms\": 1000}",{},"f9f76321-64e9-46b7-8d50-064027d2b90f",{"_95":92,"_174":-5,"_484":973},{"_493":45,"_494":971},{"_502":57,"_503":504,"_489":505,"_491":580,"_507":15},[972],"I'm looking at the code near line 3600 to check the spawn_task definition.",{},"6d723032-7f12-4095-9756-9471c5427660",{"_95":519,"_174":520,"_484":981},1759287063.480649,{"_493":45,"_494":979},{},[980],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 2932, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# rg \\\"spawn_task\\\" -n codex/codex-rs/core/src/codex.rs\", \"1220: sess.spawn_task(Arc::clone(&turn_context), sub.id, items, RegularTask)\", \"1309: sess.spawn_task(Arc::clone(&turn_context), sub.id, items, RegularTask)\", \"1408: sess.spawn_task(Arc::clone(&turn_context), sub.id, items, CompactTask)\", \"1564: sess.spawn_task(tc.clone(), sub_id, input, ReviewTask).await;\", \"3721: sess.spawn_task(\", \"3746: sess.spawn_task(\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"cd2422\"}",{},"f1e67605-9542-41bd-af7e-73474ff640e2",{"_95":92,"_174":-5,"_484":988},1759287062.45938,{"_493":529,"_265":530,"_531":-5,"_45":987},{"_489":527,"_491":734},"{\"session_name\":\"shell\",\"chars\":\"rg \\\"spawn_task\\\" -n codex/codex-rs/core/src/codex.rs\\n\",\"yield_time_ms\": 1000}",{},"40ffe28d-d322-4df5-b74e-5d290b13c1c3",{"_95":92,"_174":-5,"_484":996},{"_493":45,"_494":994},{"_502":57,"_503":504,"_489":505,"_491":993,"_507":15},214,[995],"I need to summarize the architecture, focusing on key components like `Codex`, `Session`, and `TurnContext`. I'll grab line numbers and reference the relevant sections for the explanation. I'll also investigate `Session::spawn_task` and other features.",{},"1a98e9db-b5a7-46b8-b5ee-7c32e15a5c03",{"_95":519,"_174":520,"_484":1004},1759287059.150981,{"_493":45,"_494":1002},{},[1003],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 2530, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '2000,2400p' codex/codex-rs/core/src/codex.rs\", \" .collect::>();\", \"\", \" // call_ids that were pending but are not part of this response.\", \" // This usually happens because the user interrupted the model before we responded to one of its tool calls\", \" // and then the user sent a follow-up message.\", \" let missing_calls = {\", \" prompt\", \" .input\", \" .iter()\", \" .filter_map(|ri| match ri {\", \" ResponseItem::FunctionCall { call_id, .. } => Some(call_id),\", \" ResponseItem::LocalShellCall {\", \" call_id: Some(call_id),\", \" ..\", \" } => Some(call_id),\", \" ResponseItem::CustomToolCall { call_id, .. } => Some(call_id),\", \" _ => None,\", \" })\", \" .filter_map(|call_id| {\", \" if completed_call_ids.contains(&call_id) {\", \" None\", \" } else {\", \" Some(call_id.clone())\", \" }\", \" })\", \" .map(|call_id| ResponseItem::CustomToolCallOutput {\", \" call_id,\", \" output: \\\"aborted\\\".to_string(),\", \" })\", \" .collect::>()\", \" };\", \" let prompt: Cow = if missing_calls.is_empty() {\", \" Cow::Borrowed(prompt)\", \" } else {\", \" // Add the synthetic aborted missing calls to the beginning of the input to ensure all call ids have responses.\", \" let input = [missing_calls, prompt.input.clone()].concat();\", \" Cow::Owned(Prompt {\", \" input,\", \" ..prompt.clone()\", \" })\", \" };\", \"\", \" let rollout_item = RolloutItem::TurnContext(TurnContextItem {\", \" cwd: turn_context.cwd.clone(),\", \" approval_policy: turn_context.approval_policy,\", \" sandbox_policy: turn_context.sandbox_policy.clone(),\", \" model: turn_context.client.get_model(),\", \" effort: turn_context.client.get_reasoning_effort(),\", \" summary: turn_context.client.get_reasoning_summary(),\", \" });\", \" sess.persist_rollout_items(&[rollout_item]).await;\", \" let mut stream = turn_context.client.clone().stream(&prompt).await?;\", \"\", \" let mut output = Vec::new();\", \"\", \" loop {\", \" // Poll the next item from the model stream. We must inspect *both* Ok and Err\", \" // cases so that transient stream failures (e.g., dropped SSE connection before\", \" // `response.completed`) bubble up and trigger the caller's retry logic.\", \" let event = stream.next().await;\", \" let Some(event) = event else {\", \" // Channel closed without yielding a final Completed event or explicit error.\", \" // Treat as a disconnected stream so the caller can retry.\", \" return Err(CodexErr::Stream(\", \" \\\"stream closed before response.completed\\\".into(),\", \" None,\", \" ));\", \" };\", \"\", \" let event = match event {\", \" Ok(ev) => ev,\", \" Err(e) => {\", \" // Propagate the underlying stream error to the caller (run_turn), which\", \" // will apply the configured `stream_max_retries` policy.\", \" return Err(e);\", \" }\", \" };\", \"\", \" match event {\", \" ResponseEvent::Created => {}\", \" ResponseEvent::OutputItemDone(item) => {\", \" let response = handle_response_item(\", \" sess,\", \" turn_context,\", \" turn_diff_tracker,\", \" sub_id,\", \" item.clone(),\", \" )\", \" .await?;\", \" output.push(ProcessedResponseItem { item, response });\", \" }\", \" ResponseEvent::WebSearchCallBegin { call_id } => {\", \" let _ = sess\", \" .tx_event\", \" .send(Event {\", \" id: sub_id.to_string(),\", \" msg: EventMsg::WebSearchBegin(WebSearchBeginEvent { call_id }),\", \" })\", \" .await;\", \" }\", \" ResponseEvent::RateLimits(snapshot) => {\", \" // Update internal state with latest rate limits, but defer sending until\", \" // token usage is available to avoid duplicate TokenCount events.\", \" sess.update_rate_limits(sub_id, snapshot).await;\", \" }\", \" ResponseEvent::Completed {\", \" response_id: _,\", \" token_usage,\", \" } => {\", \" sess.update_token_usage_info(sub_id, turn_context, token_usage.as_ref())\", \" .await;\", \"\", \" let unified_diff = turn_diff_tracker.get_unified_diff();\", \" if let Ok(Some(unified_diff)) = unified_diff {\", \" let msg = EventMsg::TurnDiff(TurnDiffEvent { unified_diff });\", \" let event = Event {\", \" id: sub_id.to_string(),\", \" msg,\", \" };\", \" sess.send_event(event).await;\", \" }\", \"\", \" let result = TurnRunResult {\", \"...\", \" || {\", \" handle_container_exec_with_params(\", \" name,\", \" exec_params,\", \" sess,\", \" turn_context,\", \" turn_diff_tracker,\", \" sub_id.to_string(),\", \" effective_call_id.clone(),\", \" )\", \" },\", \" )\", \" .await;\", \"\", \" let output = match result {\", \" Ok(content) => FunctionCallOutputPayload {\", \" content,\", \" success: Some(true),\", \" },\", \" Err(FunctionCallError::RespondToModel(msg)) => FunctionCallOutputPayload {\", \" content: msg,\", \" success: Some(false),\", \" },\", \" };\", \" Some(ResponseInputItem::FunctionCallOutput {\", \" call_id: effective_call_id,\", \" output,\", \" })\", \" }\", \" }\", \" ResponseItem::CustomToolCall {\", \" id: _,\", \" call_id,\", \" name,\", \" input,\", \" status: _,\", \" } => {\", \" let result = turn_context\", \" .client\", \" .get_otel_event_manager()\", \" .log_tool_result(name.as_str(), call_id.as_str(), input.as_str(), || {\", \" handle_custom_tool_call(\", \" sess,\", \" turn_context,\", \" turn_diff_tracker,\", \" sub_id.to_string(),\", \" name.to_owned(),\", \" input.to_owned(),\", \" call_id.clone(),\", \" )\", \" })\", \" .await;\", \"\", \" let output = match result {\", \" Ok(content) => content,\", \" Err(FunctionCallError::RespondToModel(msg)) => msg,\", \" };\", \" Some(ResponseInputItem::CustomToolCallOutput { call_id, output })\", \" }\", \" ResponseItem::FunctionCallOutput { .. } => {\", \" debug!(\\\"unexpected FunctionCallOutput from stream\\\");\", \" None\", \" }\", \" ResponseItem::CustomToolCallOutput { .. } => {\", \" debug!(\\\"unexpected CustomToolCallOutput from stream\\\");\", \" None\", \" }\", \" ResponseItem::Message { .. }\", \" | ResponseItem::Reasoning { .. }\", \" | ResponseItem::WebSearchCall { .. } => {\", \" // In review child threads, suppress assistant message events but\", \" // keep reasoning/web search.\", \" let msgs = match &item {\", \" ResponseItem::Message { .. } if turn_context.is_review_mode => {\", \" trace!(\\\"suppressing assistant Message in review mode\\\");\", \" Vec::new()\", \" }\", \" _ => map_response_item_to_event_messages(&item, sess.show_raw_agent_reasoning()),\", \" };\", \" for msg in msgs {\", \" let event = Event {\", \" id: sub_id.to_string(),\", \" msg,\", \" };\", \" sess.send_event(event).await;\", \" }\", \" None\", \" }\", \" ResponseItem::Other => None,\", \" };\", \" Ok(output)\", \"}\", \"\", \"async fn handle_unified_exec_tool_call(\", \" sess: &Session,\", \" session_id: Option,\", \" arguments: Vec,\", \" timeout_ms: Option,\", \") -> Result {\", \" let parsed_session_id = if let Some(session_id) = session_id {\", \" match session_id.parse::() {\", \" Ok(parsed) => Some(parsed),\", \" Err(output) => {\", \" return Err(FunctionCallError::RespondToModel(format!(\", \" \\\"invalid session_id: {session_id} due to error {output:?}\\\"\", \" )));\", \" }\", \" }\", \" } else {\", \" None\", \" };\", \"\", \" let request = crate::unified_exec::UnifiedExecRequest {\", \" session_id: parsed_session_id,\", \" input_chunks: &arguments,\", \" timeout_ms,\", \" };\", \"\", \" let value = sess\", \" .services\", \" .unified_exec_manager\", \" .handle_request(request)\", \" .await\", \" .map_err(|err| {\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 153, \"chunk_id\": \"5b88ca\"}",{},"42b3a1a1-5ae1-4914-94f2-ca469407a99b",{"_95":92,"_174":-5,"_484":1011},1759287058.043936,{"_493":529,"_265":530,"_531":-5,"_45":1010},{"_489":527,"_491":964},"{\"session_name\":\"shell\",\"chars\":\"sed -n '2000,2400p' codex/codex-rs/core/src/codex.rs\\n\",\"yield_time_ms\": 1000}",{},"aec24b2b-0d9e-4d53-b718-c1225a199ce3",{"_95":92,"_174":-5,"_484":1018},{"_493":45,"_494":1016},{"_502":57,"_503":504,"_489":505,"_491":828,"_507":15},[1017],"I need to understand how `try_run_turn` fits in with the state machine.",{},"e18f1300-c4a3-4395-a1f1-e49b733ba63d",{"_95":519,"_174":520,"_484":1026},1759287056.50987,{"_493":45,"_494":1024},{},[1025],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 2127, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '1600,2000p' codex/codex-rs/core/src/codex.rs\", \" let event = Event {\", \" id: sub_id.clone(),\", \" msg: EventMsg::TaskStarted(TaskStartedEvent {\", \" model_context_window: turn_context.client.get_model_context_window(),\", \" }),\", \" };\", \" sess.send_event(event).await;\", \"\", \" let initial_input_for_turn: ResponseInputItem = ResponseInputItem::from(input);\", \" // For review threads, keep an isolated in-memory history so the\", \" // model sees a fresh conversation without the parent session's history.\", \" // For normal turns, continue recording to the session history as before.\", \" let is_review_mode = turn_context.is_review_mode;\", \" let mut review_thread_history: Vec = Vec::new();\", \" if is_review_mode {\", \" // Seed review threads with environment context so the model knows the working directory.\", \" review_thread_history.extend(sess.build_initial_context(turn_context.as_ref()));\", \" review_thread_history.push(initial_input_for_turn.into());\", \" } else {\", \" sess.record_input_and_rollout_usermsg(&initial_input_for_turn)\", \" .await;\", \" }\", \"\", \" let mut last_agent_message: Option = None;\", \" // Although from the perspective of codex.rs, TurnDiffTracker has the lifecycle of a Task which contains\", \" // many turns, from the perspective of the user, it is a single turn.\", \" let mut turn_diff_tracker = TurnDiffTracker::new();\", \" let mut auto_compact_recently_attempted = false;\", \"\", \" loop {\", \" // Note that pending_input would be something like a message the user\", \" // submitted through the UI while the model was running. Though the UI\", \" // may support this, the model might not.\", \" let pending_input = sess\", \" .get_pending_input()\", \" .await\", \" .into_iter()\", \" .map(ResponseItem::from)\", \" .collect::>();\", \"\", \" // Construct the input that we will send to the model.\", \" //\", \" // - For review threads, use the isolated in-memory history so the\", \" // model sees a fresh conversation (no parent history/user_instructions).\", \" //\", \" // - For normal turns, use the session's full history. When using the\", \" // chat completions API (or ZDR clients), the model needs the full\", \" // conversation history on each turn. The rollout file, however, should\", \" // only record the new items that originated in this turn so that it\", \" // represents an append-only log without duplicates.\", \" let turn_input: Vec = if is_review_mode {\", \" if !pending_input.is_empty() {\", \" review_thread_history.extend(pending_input);\", \" }\", \" review_thread_history.clone()\", \" } else {\", \" sess.record_conversation_items(&pending_input).await;\", \" sess.turn_input_with_history(pending_input).await\", \" };\", \"\", \" let turn_input_messages: Vec = turn_input\", \" .iter()\", \" .filter_map(|item| match item {\", \" ResponseItem::Message { content, .. } => Some(content),\", \" _ => None,\", \" })\", \" .flat_map(|content| {\", \" content.iter().filter_map(|item| match item {\", \" ContentItem::OutputText { text } => Some(text.clone()),\", \" _ => None,\", \" })\", \" })\", \" .collect();\", \" match run_turn(\", \" &sess,\", \" turn_context.as_ref(),\", \" &mut turn_diff_tracker,\", \" sub_id.clone(),\", \" turn_input,\", \" )\", \" .await\", \" {\", \" Ok(turn_output) => {\", \" let TurnRunResult {\", \" processed_items,\", \" total_token_usage,\", \" } = turn_output;\", \" let limit = turn_context\", \" .client\", \" .get_auto_compact_token_limit()\", \" .unwrap_or(i64::MAX);\", \" let total_usage_tokens = total_token_usage\", \" .as_ref()\", \" .map(TokenUsage::tokens_in_context_window);\", \" let token_limit_reached = total_usage_tokens\", \" .map(|tokens| (tokens as i64) >= limit)\", \" .unwrap_or(false);\", \" let mut items_to_record_in_conversation_history = Vec::::new();\", \" let mut responses = Vec::::new();\", \" for processed_response_item in processed_items {\", \" let ProcessedResponseItem { item, response } = processed_response_item;\", \" match (&item, &response) {\", \" (ResponseItem::Message { role, .. }, None) if role == \\\"assistant\\\" => {\", \" // If the model returned a message, we need to record it.\", \" items_to_record_in_conversation_history.push(item);\", \" }\", \" (\", \" ResponseItem::LocalShellCall { .. },\", \" Some(ResponseInputItem::FunctionCallOutput { call_id, output }),\", \" ) => {\", \" items_to_record_in_conversation_history.push(item);\", \" items_to_record_in_conversation_history.push(\", \" ResponseItem::FunctionCallOutput {\", \" call_id: call_id.clone(),\", \" output: output.clone(),\", \" },\", \" );\", \" }\", \" (\", \" ResponseItem::FunctionCall { .. },\", \" Some(ResponseInputItem::FunctionCallOutput { call_id, output }),\", \" ) => {\", \" items_to_record_in_conversation_history.push(item);\", \"...\", \"fn parse_review_output_event(text: &str) -> ReviewOutputEvent {\", \" // Try direct parse first\", \" if let Ok(ev) = serde_json::from_str::(text) {\", \" return ev;\", \" }\", \" // If wrapped in markdown fences or extra prose, attempt to extract the first JSON object\", \" if let (Some(start), Some(end)) = (text.find('{'), text.rfind('}'))\", \" && start < end\", \" && let Some(slice) = text.get(start..=end)\", \" && let Ok(ev) = serde_json::from_str::(slice)\", \" {\", \" return ev;\", \" }\", \" // Not JSON – return a structured ReviewOutputEvent that carries\", \" // the plain text as the overall explanation.\", \" ReviewOutputEvent {\", \" overall_explanation: text.to_string(),\", \" ..Default::default()\", \" }\", \"}\", \"\", \"async fn run_turn(\", \" sess: &Session,\", \" turn_context: &TurnContext,\", \" turn_diff_tracker: &mut TurnDiffTracker,\", \" sub_id: String,\", \" input: Vec,\", \") -> CodexResult {\", \" let tools = get_openai_tools(\", \" &turn_context.tools_config,\", \" Some(sess.services.mcp_connection_manager.list_all_tools()),\", \" );\", \"\", \" let prompt = Prompt {\", \" input,\", \" tools,\", \" base_instructions_override: turn_context.base_instructions.clone(),\", \" output_schema: turn_context.final_output_json_schema.clone(),\", \" };\", \"\", \" let mut retries = 0;\", \" loop {\", \" match try_run_turn(sess, turn_context, turn_diff_tracker, &sub_id, &prompt).await {\", \" Ok(output) => return Ok(output),\", \" Err(CodexErr::Interrupted) => return Err(CodexErr::Interrupted),\", \" Err(CodexErr::EnvVar(var)) => return Err(CodexErr::EnvVar(var)),\", \" Err(CodexErr::UsageLimitReached(e)) => {\", \" let rate_limits = e.rate_limits.clone();\", \" if let Some(rate_limits) = rate_limits {\", \" sess.update_rate_limits(&sub_id, rate_limits).await;\", \" }\", \" return Err(CodexErr::UsageLimitReached(e));\", \" }\", \" Err(CodexErr::UsageNotIncluded) => return Err(CodexErr::UsageNotIncluded),\", \" Err(e) => {\", \" // Use the configured provider-specific stream retry budget.\", \" let max_retries = turn_context.client.get_provider().stream_max_retries();\", \" if retries < max_retries {\", \" retries += 1;\", \" let delay = match e {\", \" CodexErr::Stream(_, Some(delay)) => delay,\", \" _ => backoff(retries),\", \" };\", \" warn!(\", \" \\\"stream disconnected - retrying turn ({retries}/{max_retries} in {delay:?})...\\\",\", \" );\", \"\", \" // Surface retry information to any UI/front‑end so the\", \" // user understands what is happening instead of staring\", \" // at a seemingly frozen screen.\", \" sess.notify_stream_error(\", \" &sub_id,\", \" format!(\", \" \\\"stream error: {e}; retrying {retries}/{max_retries} in {delay:?}…\\\"\", \" ),\", \" )\", \" .await;\", \"\", \" tokio::time::sleep(delay).await;\", \" } else {\", \" return Err(e);\", \" }\", \" }\", \" }\", \" }\", \"}\", \"\", \"/// When the model is prompted, it returns a stream of events. Some of these\", \"/// events map to a `ResponseItem`. A `ResponseItem` may need to be\", \"/// \\\"handled\\\" such that it produces a `ResponseInputItem` that needs to be\", \"/// sent back to the model on the next turn.\", \"#[derive(Debug)]\", \"struct ProcessedResponseItem {\", \" item: ResponseItem,\", \" response: Option,\", \"}\", \"\", \"#[derive(Debug)]\", \"struct TurnRunResult {\", \" processed_items: Vec,\", \" total_token_usage: Option,\", \"}\", \"\", \"async fn try_run_turn(\", \" sess: &Session,\", \" turn_context: &TurnContext,\", \" turn_diff_tracker: &mut TurnDiffTracker,\", \" sub_id: &str,\", \" prompt: &Prompt,\", \") -> CodexResult {\", \" // call_ids that are part of this response.\", \" let completed_call_ids = prompt\", \" .input\", \" .iter()\", \" .filter_map(|ri| match ri {\", \" ResponseItem::FunctionCallOutput { call_id, .. } => Some(call_id),\", \" ResponseItem::LocalShellCall {\", \" call_id: Some(call_id),\", \" ..\", \" } => Some(call_id),\", \" ResponseItem::CustomToolCallOutput { call_id, .. } => Some(call_id),\", \" _ => None,\", \" })\", \" .collect::>();\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 154, \"chunk_id\": \"43e778\"}",{},"e1e9bf4c-5d46-40cc-8bc0-b3cf13df682b",{"_95":92,"_174":-5,"_484":1033},1759287055.393552,{"_493":529,"_265":530,"_531":-5,"_45":1032},{"_489":527,"_491":964},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1600,2000p' codex/codex-rs/core/src/codex.rs\\n\",\"yield_time_ms\": 1000}",{},"9566bfc8-1517-4dc1-bbe4-f8b2d3f36ae9",{"_95":519,"_174":520,"_484":1041},1759287054.729358,{"_493":45,"_494":1039},{},[1040],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1725, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '1200,1600p' codex/codex-rs/core/src/codex.rs\", \" // Optionally persist changes to model / effort\", \" if cwd.is_some() || approval_policy.is_some() || sandbox_policy.is_some() {\", \" sess.record_conversation_items(&[ResponseItem::from(EnvironmentContext::new(\", \" cwd,\", \" approval_policy,\", \" sandbox_policy,\", \" // Shell is not configurable from turn to turn\", \" None,\", \" ))])\", \" .await;\", \" }\", \" }\", \" Op::UserInput { items } => {\", \" turn_context\", \" .client\", \" .get_otel_event_manager()\", \" .user_prompt(&items);\", \" // attempt to inject input into current task\", \" if let Err(items) = sess.inject_input(items).await {\", \" // no current task, spawn a new one\", \" sess.spawn_task(Arc::clone(&turn_context), sub.id, items, RegularTask)\", \" .await;\", \" }\", \" }\", \" Op::UserTurn {\", \" items,\", \" cwd,\", \" approval_policy,\", \" sandbox_policy,\", \" model,\", \" effort,\", \" summary,\", \" final_output_json_schema,\", \" } => {\", \" turn_context\", \" .client\", \" .get_otel_event_manager()\", \" .user_prompt(&items);\", \" // attempt to inject input into current task\", \" if let Err(items) = sess.inject_input(items).await {\", \" // Derive a fresh TurnContext for this turn using the provided overrides.\", \" let provider = turn_context.client.get_provider();\", \" let auth_manager = turn_context.client.get_auth_manager();\", \"\", \" // Derive a model family for the requested model; fall back to the session's.\", \" let model_family = find_family_for_model(&model)\", \" .unwrap_or_else(|| config.model_family.clone());\", \"\", \" // Create a per‑turn Config clone with the requested model/family.\", \" let mut per_turn_config = (*config).clone();\", \" per_turn_config.model = model.clone();\", \" per_turn_config.model_family = model_family.clone();\", \" if let Some(model_info) = get_model_info(&model_family) {\", \" per_turn_config.model_context_window = Some(model_info.context_window);\", \" }\", \"\", \" let otel_event_manager =\", \" turn_context.client.get_otel_event_manager().with_model(\", \" per_turn_config.model.as_str(),\", \" per_turn_config.model_family.slug.as_str(),\", \" );\", \"\", \" // Build a new client with per‑turn reasoning settings.\", \" // Reuse the same provider and session id; auth defaults to env/API key.\", \" let client = ModelClient::new(\", \" Arc::new(per_turn_config),\", \" auth_manager,\", \" otel_event_manager,\", \" provider,\", \" effort,\", \" summary,\", \" sess.conversation_id,\", \" );\", \"\", \" let fresh_turn_context = TurnContext {\", \" client,\", \" tools_config: ToolsConfig::new(&ToolsConfigParams {\", \" model_family: &model_family,\", \" include_plan_tool: config.include_plan_tool,\", \" include_apply_patch_tool: config.include_apply_patch_tool,\", \" include_web_search_request: config.tools_web_search_request,\", \" use_streamable_shell_tool: config\", \" .use_experimental_streamable_shell_tool,\", \" include_view_image_tool: config.include_view_image_tool,\", \" experimental_unified_exec_tool: config\", \" .use_experimental_unified_exec_tool,\", \" }),\", \" user_instructions: turn_context.user_instructions.clone(),\", \" base_instructions: turn_context.base_instructions.clone(),\", \" approval_policy,\", \" sandbox_policy,\", \" shell_environment_policy: turn_context.shell_environment_policy.clone(),\", \" cwd,\", \" is_review_mode: false,\", \" final_output_json_schema,\", \" };\", \"\", \" // if the environment context has changed, record it in the conversation history\", \" let previous_env_context = EnvironmentContext::from(turn_context.as_ref());\", \" let new_env_context = EnvironmentContext::from(&fresh_turn_context);\", \" if !new_env_context.equals_except_shell(&previous_env_context) {\", \" sess.record_conversation_items(&[ResponseItem::from(new_env_context)])\", \" .await;\", \" }\", \"\", \" // Install the new persistent context for subsequent tasks/turns.\", \" turn_context = Arc::new(fresh_turn_context);\", \"\", \" // no current task, spawn a new one with the per-turn context\", \" sess.spawn_task(Arc::clone(&turn_context), sub.id, items, RegularTask)\", \" .await;\", \" }\", \" }\", \" Op::ExecApproval { id, decision } => match decision {\", \" ReviewDecision::Abort => {\", \" sess.interrupt_task().await;\", \" }\", \" other => sess.notify_approval(&id, other).await,\", \" },\", \" Op::PatchApproval { id, decision } => match decision {\", \" ReviewDecision::Abort => {\", \" sess.interrupt_task().await;\", \" }\", \"...\", \" .await;\", \" }\", \" _ => {\", \" // Ignore unknown ops; enum is non_exhaustive to allow extensions.\", \" }\", \" }\", \" }\", \" debug!(\\\"Agent loop exited\\\");\", \"}\", \"\", \"/// Spawn a review thread using the given prompt.\", \"async fn spawn_review_thread(\", \" sess: Arc,\", \" config: Arc,\", \" parent_turn_context: Arc,\", \" sub_id: String,\", \" review_request: ReviewRequest,\", \") {\", \" let model = config.review_model.clone();\", \" let review_model_family = find_family_for_model(&model)\", \" .unwrap_or_else(|| parent_turn_context.client.get_model_family());\", \" let tools_config = ToolsConfig::new(&ToolsConfigParams {\", \" model_family: &review_model_family,\", \" include_plan_tool: false,\", \" include_apply_patch_tool: config.include_apply_patch_tool,\", \" include_web_search_request: false,\", \" use_streamable_shell_tool: false,\", \" include_view_image_tool: false,\", \" experimental_unified_exec_tool: config.use_experimental_unified_exec_tool,\", \" });\", \"\", \" let base_instructions = REVIEW_PROMPT.to_string();\", \" let review_prompt = review_request.prompt.clone();\", \" let provider = parent_turn_context.client.get_provider();\", \" let auth_manager = parent_turn_context.client.get_auth_manager();\", \" let model_family = review_model_family.clone();\", \"\", \" // Build per‑turn client with the requested model/family.\", \" let mut per_turn_config = (*config).clone();\", \" per_turn_config.model = model.clone();\", \" per_turn_config.model_family = model_family.clone();\", \" per_turn_config.model_reasoning_effort = Some(ReasoningEffortConfig::Low);\", \" per_turn_config.model_reasoning_summary = ReasoningSummaryConfig::Detailed;\", \" if let Some(model_info) = get_model_info(&model_family) {\", \" per_turn_config.model_context_window = Some(model_info.context_window);\", \" }\", \"\", \" let otel_event_manager = parent_turn_context\", \" .client\", \" .get_otel_event_manager()\", \" .with_model(\", \" per_turn_config.model.as_str(),\", \" per_turn_config.model_family.slug.as_str(),\", \" );\", \"\", \" let per_turn_config = Arc::new(per_turn_config);\", \" let client = ModelClient::new(\", \" per_turn_config.clone(),\", \" auth_manager,\", \" otel_event_manager,\", \" provider,\", \" per_turn_config.model_reasoning_effort,\", \" per_turn_config.model_reasoning_summary,\", \" sess.conversation_id,\", \" );\", \"\", \" let review_turn_context = TurnContext {\", \" client,\", \" tools_config,\", \" user_instructions: None,\", \" base_instructions: Some(base_instructions.clone()),\", \" approval_policy: parent_turn_context.approval_policy,\", \" sandbox_policy: parent_turn_context.sandbox_policy.clone(),\", \" shell_environment_policy: parent_turn_context.shell_environment_policy.clone(),\", \" cwd: parent_turn_context.cwd.clone(),\", \" is_review_mode: true,\", \" final_output_json_schema: None,\", \" };\", \"\", \" // Seed the child task with the review prompt as the initial user message.\", \" let input: Vec = vec![InputItem::Text {\", \" text: format!(\\\"{base_instructions}\\\\n\\\\n---\\\\n\\\\nNow, here's your task: {review_prompt}\\\"),\", \" }];\", \" let tc = Arc::new(review_turn_context);\", \"\", \" // Clone sub_id for the upcoming announcement before moving it into the task.\", \" let sub_id_for_event = sub_id.clone();\", \" sess.spawn_task(tc.clone(), sub_id, input, ReviewTask).await;\", \"\", \" // Announce entering review mode so UIs can switch modes.\", \" sess.send_event(Event {\", \" id: sub_id_for_event,\", \" msg: EventMsg::EnteredReviewMode(review_request),\", \" })\", \" .await;\", \"}\", \"\", \"/// Takes a user message as input and runs a loop where, at each turn, the model\", \"/// replies with either:\", \"///\", \"/// - requested function calls\", \"/// - an assistant message\", \"///\", \"/// While it is possible for the model to return multiple of these items in a\", \"/// single turn, in practice, we generally one item per turn:\", \"///\", \"/// - If the model requests a function call, we execute it and send the output\", \"/// back to the model in the next turn.\", \"/// - If the model sends only an assistant message, we record it in the\", \"/// conversation history and consider the task complete.\", \"///\", \"/// Review mode: when `turn_context.is_review_mode` is true, the turn runs in an\", \"/// isolated in-memory thread without the parent session's prior history or\", \"/// user_instructions. Emits ExitedReviewMode upon final review message.\", \"pub(crate) async fn run_task(\", \" sess: Arc,\", \" turn_context: Arc,\", \" sub_id: String,\", \" input: Vec,\", \") -> Option {\", \" if input.is_empty() {\", \" return None;\", \" }\", \" let event = Event {\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 153, \"chunk_id\": \"aa4e21\"}",{},"63ec7c1f-604f-4529-80b7-6ac920a758bf",{"_95":92,"_174":-5,"_484":1048},1759287053.620975,{"_493":529,"_265":530,"_531":-5,"_45":1047},{"_489":527,"_491":964},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1200,1600p' codex/codex-rs/core/src/codex.rs\\n\",\"yield_time_ms\": 1000}",{},"8326dc8a-421e-4789-979b-48b72e57aee5",{"_95":519,"_174":520,"_484":1056},1759287052.78321,{"_493":45,"_494":1054},{},[1055],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1323, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '800,1200p' codex/codex-rs/core/src/codex.rs\", \"\", \" /// Record a user input item to conversation history and also persist a\", \" /// corresponding UserMessage EventMsg to rollout.\", \" async fn record_input_and_rollout_usermsg(&self, response_input: &ResponseInputItem) {\", \" let response_item: ResponseItem = response_input.clone().into();\", \" // Add to conversation history and persist response item to rollout\", \" self.record_conversation_items(std::slice::from_ref(&response_item))\", \" .await;\", \"\", \" // Derive user message events and persist only UserMessage to rollout\", \" let msgs =\", \" map_response_item_to_event_messages(&response_item, self.show_raw_agent_reasoning());\", \" let user_msgs: Vec = msgs\", \" .into_iter()\", \" .filter_map(|m| match m {\", \" EventMsg::UserMessage(ev) => Some(RolloutItem::EventMsg(EventMsg::UserMessage(ev))),\", \" _ => None,\", \" })\", \" .collect();\", \" if !user_msgs.is_empty() {\", \" self.persist_rollout_items(&user_msgs).await;\", \" }\", \" }\", \"\", \" async fn on_exec_command_begin(\", \" &self,\", \" turn_diff_tracker: &mut TurnDiffTracker,\", \" exec_command_context: ExecCommandContext,\", \" ) {\", \" let ExecCommandContext {\", \" sub_id,\", \" call_id,\", \" command_for_display,\", \" cwd,\", \" apply_patch,\", \" } = exec_command_context;\", \" let msg = match apply_patch {\", \" Some(ApplyPatchCommandContext {\", \" user_explicitly_approved_this_action,\", \" changes,\", \" }) => {\", \" turn_diff_tracker.on_patch_begin(&changes);\", \"\", \" EventMsg::PatchApplyBegin(PatchApplyBeginEvent {\", \" call_id,\", \" auto_approved: !user_explicitly_approved_this_action,\", \" changes,\", \" })\", \" }\", \" None => EventMsg::ExecCommandBegin(ExecCommandBeginEvent {\", \" call_id,\", \" command: command_for_display.clone(),\", \" cwd,\", \" parsed_cmd: parse_command(&command_for_display)\", \" .into_iter()\", \" .map(Into::into)\", \" .collect(),\", \" }),\", \" };\", \" let event = Event {\", \" id: sub_id.to_string(),\", \" msg,\", \" };\", \" self.send_event(event).await;\", \" }\", \"\", \" async fn on_exec_command_end(\", \" &self,\", \" turn_diff_tracker: &mut TurnDiffTracker,\", \" sub_id: &str,\", \" call_id: &str,\", \" output: &ExecToolCallOutput,\", \" is_apply_patch: bool,\", \" ) {\", \" let ExecToolCallOutput {\", \" stdout,\", \" stderr,\", \" aggregated_output,\", \" duration,\", \" exit_code,\", \" timed_out: _,\", \" } = output;\", \" // Send full stdout/stderr to clients; do not truncate.\", \" let stdout = stdout.text.clone();\", \" let stderr = stderr.text.clone();\", \" let formatted_output = format_exec_output_str(output);\", \" let aggregated_output: String = aggregated_output.text.clone();\", \"\", \" let msg = if is_apply_patch {\", \" EventMsg::PatchApplyEnd(PatchApplyEndEvent {\", \" call_id: call_id.to_string(),\", \" stdout,\", \" stderr,\", \" success: *exit_code == 0,\", \" })\", \" } else {\", \" EventMsg::ExecCommandEnd(ExecCommandEndEvent {\", \" call_id: call_id.to_string(),\", \" stdout,\", \" stderr,\", \" aggregated_output,\", \" exit_code: *exit_code,\", \" duration: *duration,\", \" formatted_output,\", \" })\", \" };\", \"\", \" let event = Event {\", \" id: sub_id.to_string(),\", \" msg,\", \" };\", \" self.send_event(event).await;\", \"\", \" // If this is an apply_patch, after we emit the end patch, emit a second event\", \" // with the full turn diff if there is one.\", \" if is_apply_patch {\", \" let unified_diff = turn_diff_tracker.get_unified_diff();\", \" if let Ok(Some(unified_diff)) = unified_diff {\", \" let msg = EventMsg::TurnDiff(TurnDiffEvent { unified_diff });\", \" let event = Event {\", \" id: sub_id.into(),\", \" msg,\", \" };\", \"...\", \" fn show_raw_agent_reasoning(&self) -> bool {\", \" self.services.show_raw_agent_reasoning\", \" }\", \"}\", \"\", \"impl Drop for Session {\", \" fn drop(&mut self) {\", \" self.interrupt_task_sync();\", \" }\", \"}\", \"\", \"#[derive(Clone, Debug)]\", \"pub(crate) struct ExecCommandContext {\", \" pub(crate) sub_id: String,\", \" pub(crate) call_id: String,\", \" pub(crate) command_for_display: Vec,\", \" pub(crate) cwd: PathBuf,\", \" pub(crate) apply_patch: Option,\", \"}\", \"\", \"#[derive(Clone, Debug)]\", \"pub(crate) struct ApplyPatchCommandContext {\", \" pub(crate) user_explicitly_approved_this_action: bool,\", \" pub(crate) changes: HashMap,\", \"}\", \"\", \"async fn submission_loop(\", \" sess: Arc,\", \" turn_context: TurnContext,\", \" config: Arc,\", \" rx_sub: Receiver,\", \") {\", \" // Wrap once to avoid cloning TurnContext for each task.\", \" let mut turn_context = Arc::new(turn_context);\", \" // To break out of this loop, send Op::Shutdown.\", \" while let Ok(sub) = rx_sub.recv().await {\", \" debug!(?sub, \\\"Submission\\\");\", \" match sub.op {\", \" Op::Interrupt => {\", \" sess.interrupt_task().await;\", \" }\", \" Op::OverrideTurnContext {\", \" cwd,\", \" approval_policy,\", \" sandbox_policy,\", \" model,\", \" effort,\", \" summary,\", \" } => {\", \" // Recalculate the persistent turn context with provided overrides.\", \" let prev = Arc::clone(&turn_context);\", \" let provider = prev.client.get_provider();\", \"\", \" // Effective model + family\", \" let (effective_model, effective_family) = if let Some(ref m) = model {\", \" let fam =\", \" find_family_for_model(m).unwrap_or_else(|| config.model_family.clone());\", \" (m.clone(), fam)\", \" } else {\", \" (prev.client.get_model(), prev.client.get_model_family())\", \" };\", \"\", \" // Effective reasoning settings\", \" let effective_effort = effort.unwrap_or(prev.client.get_reasoning_effort());\", \" let effective_summary = summary.unwrap_or(prev.client.get_reasoning_summary());\", \"\", \" let auth_manager = prev.client.get_auth_manager();\", \"\", \" // Build updated config for the client\", \" let mut updated_config = (*config).clone();\", \" updated_config.model = effective_model.clone();\", \" updated_config.model_family = effective_family.clone();\", \" if let Some(model_info) = get_model_info(&effective_family) {\", \" updated_config.model_context_window = Some(model_info.context_window);\", \" }\", \"\", \" let otel_event_manager = prev.client.get_otel_event_manager().with_model(\", \" updated_config.model.as_str(),\", \" updated_config.model_family.slug.as_str(),\", \" );\", \"\", \" let client = ModelClient::new(\", \" Arc::new(updated_config),\", \" auth_manager,\", \" otel_event_manager,\", \" provider,\", \" effective_effort,\", \" effective_summary,\", \" sess.conversation_id,\", \" );\", \"\", \" let new_approval_policy = approval_policy.unwrap_or(prev.approval_policy);\", \" let new_sandbox_policy = sandbox_policy\", \" .clone()\", \" .unwrap_or(prev.sandbox_policy.clone());\", \" let new_cwd = cwd.clone().unwrap_or_else(|| prev.cwd.clone());\", \"\", \" let tools_config = ToolsConfig::new(&ToolsConfigParams {\", \" model_family: &effective_family,\", \" include_plan_tool: config.include_plan_tool,\", \" include_apply_patch_tool: config.include_apply_patch_tool,\", \" include_web_search_request: config.tools_web_search_request,\", \" use_streamable_shell_tool: config.use_experimental_streamable_shell_tool,\", \" include_view_image_tool: config.include_view_image_tool,\", \" experimental_unified_exec_tool: config.use_experimental_unified_exec_tool,\", \" });\", \"\", \" let new_turn_context = TurnContext {\", \" client,\", \" tools_config,\", \" user_instructions: prev.user_instructions.clone(),\", \" base_instructions: prev.base_instructions.clone(),\", \" approval_policy: new_approval_policy,\", \" sandbox_policy: new_sandbox_policy.clone(),\", \" shell_environment_policy: prev.shell_environment_policy.clone(),\", \" cwd: new_cwd.clone(),\", \" is_review_mode: false,\", \" final_output_json_schema: None,\", \" };\", \"\", \" // Install the new persistent context for subsequent tasks/turns.\", \" turn_context = Arc::new(new_turn_context);\", \"\", \" // Optionally persist changes to model / effort\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 153, \"chunk_id\": \"376f82\"}",{},"d03446e9-1f1b-44fb-b3dd-f53527085c68",{"_95":92,"_174":-5,"_484":1064},1759287051.677969,{"_493":529,"_265":530,"_531":-5,"_45":1063},{"_489":527,"_491":1062},42,"{\"session_name\":\"shell\",\"chars\":\"sed -n '800,1200p' codex/codex-rs/core/src/codex.rs\\n\",\"yield_time_ms\": 1000}",{},"f2527c29-640b-42da-9fb5-bcdf3eff63ed",{"_95":92,"_174":-5,"_484":1071},{"_493":45,"_494":1069},{"_502":57,"_503":504,"_489":505,"_491":811,"_507":15},[1070],"I should check `Session::handle` for the state machine operations, especially near `submission_loop`.",{},"3c563eff-d3be-4d4b-9f3d-3dbbdd488a08",{"_95":519,"_174":520,"_484":1079},1759287050.078699,{"_493":45,"_494":1077},{},[1078],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 921, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '400,800p' codex/codex-rs/core/src/codex.rs\", \" // Create the mutable state for the Session.\", \" let state = SessionState::new();\", \"\", \" // Handle MCP manager result and record any startup failures.\", \" let (mcp_connection_manager, failed_clients) = match mcp_res {\", \" Ok((mgr, failures)) => (mgr, failures),\", \" Err(e) => {\", \" let message = format!(\\\"Failed to create MCP connection manager: {e:#}\\\");\", \" error!(\\\"{message}\\\");\", \" post_session_configured_error_events.push(Event {\", \" id: INITIAL_SUBMIT_ID.to_owned(),\", \" msg: EventMsg::Error(ErrorEvent { message }),\", \" });\", \" (McpConnectionManager::default(), Default::default())\", \" }\", \" };\", \"\", \" // Surface individual client start-up failures to the user.\", \" if !failed_clients.is_empty() {\", \" for (server_name, err) in failed_clients {\", \" let message = format!(\\\"MCP client for `{server_name}` failed to start: {err:#}\\\");\", \" error!(\\\"{message}\\\");\", \" post_session_configured_error_events.push(Event {\", \" id: INITIAL_SUBMIT_ID.to_owned(),\", \" msg: EventMsg::Error(ErrorEvent { message }),\", \" });\", \" }\", \" }\", \"\", \" let otel_event_manager = OtelEventManager::new(\", \" conversation_id,\", \" config.model.as_str(),\", \" config.model_family.slug.as_str(),\", \" auth_manager.auth().and_then(|a| a.get_account_id()),\", \" auth_manager.auth().map(|a| a.mode),\", \" config.otel.log_user_prompt,\", \" terminal::user_agent(),\", \" );\", \"\", \" otel_event_manager.conversation_starts(\", \" config.model_provider.name.as_str(),\", \" config.model_reasoning_effort,\", \" config.model_reasoning_summary,\", \" config.model_context_window,\", \" config.model_max_output_tokens,\", \" config.model_auto_compact_token_limit,\", \" config.approval_policy,\", \" config.sandbox_policy.clone(),\", \" config.mcp_servers.keys().map(String::as_str).collect(),\", \" config.active_profile.clone(),\", \" );\", \"\", \" // Now that the conversation id is final (may have been updated by resume),\", \" // construct the model client.\", \" let client = ModelClient::new(\", \" config.clone(),\", \" Some(auth_manager.clone()),\", \" otel_event_manager,\", \" provider.clone(),\", \" model_reasoning_effort,\", \" model_reasoning_summary,\", \" conversation_id,\", \" );\", \" let turn_context = TurnContext {\", \" client,\", \" tools_config: ToolsConfig::new(&ToolsConfigParams {\", \" model_family: &config.model_family,\", \" include_plan_tool: config.include_plan_tool,\", \" include_apply_patch_tool: config.include_apply_patch_tool,\", \" include_web_search_request: config.tools_web_search_request,\", \" use_streamable_shell_tool: config.use_experimental_streamable_shell_tool,\", \" include_view_image_tool: config.include_view_image_tool,\", \" experimental_unified_exec_tool: config.use_experimental_unified_exec_tool,\", \" }),\", \" user_instructions,\", \" base_instructions,\", \" approval_policy,\", \" sandbox_policy,\", \" shell_environment_policy: config.shell_environment_policy.clone(),\", \" cwd,\", \" is_review_mode: false,\", \" final_output_json_schema: None,\", \" };\", \" let services = SessionServices {\", \" mcp_connection_manager,\", \" session_manager: ExecSessionManager::default(),\", \" unified_exec_manager: UnifiedExecSessionManager::default(),\", \" notifier: notify,\", \" rollout: Mutex::new(Some(rollout_recorder)),\", \" codex_linux_sandbox_exe: config.codex_linux_sandbox_exe.clone(),\", \" user_shell: default_shell,\", \" show_raw_agent_reasoning: config.show_raw_agent_reasoning,\", \" };\", \"\", \" let sess = Arc::new(Session {\", \" conversation_id,\", \" tx_event: tx_event.clone(),\", \" state: Mutex::new(state),\", \" active_turn: Mutex::new(None),\", \" services,\", \" next_internal_sub_id: AtomicU64::new(0),\", \" });\", \"\", \" // Dispatch the SessionConfiguredEvent first and then report any errors.\", \" // If resuming, include converted initial messages in the payload so UIs can render them immediately.\", \" let initial_messages = initial_history.get_event_msgs();\", \" sess.record_initial_history(&turn_context, initial_history)\", \" .await;\", \"\", \" let events = std::iter::once(Event {\", \" id: INITIAL_SUBMIT_ID.to_owned(),\", \" msg: EventMsg::SessionConfigured(SessionConfiguredEvent {\", \" session_id: conversation_id,\", \" model,\", \" reasoning_effort: model_reasoning_effort,\", \" history_log_id,\", \" history_entry_count,\", \" initial_messages,\", \" rollout_path,\", \" }),\", \" })\", \" .chain(post_session_configured_error_events.into_iter());\", \" for event in events {\", \"...\", \"\", \" /// Records input items: always append to conversation history and\", \" /// persist these response items to rollout.\", \" async fn record_conversation_items(&self, items: &[ResponseItem]) {\", \" self.record_into_history(items).await;\", \" self.persist_rollout_response_items(items).await;\", \" }\", \"\", \" fn reconstruct_history_from_rollout(\", \" &self,\", \" turn_context: &TurnContext,\", \" rollout_items: &[RolloutItem],\", \" ) -> Vec {\", \" let mut history = ConversationHistory::new();\", \" for item in rollout_items {\", \" match item {\", \" RolloutItem::ResponseItem(response_item) => {\", \" history.record_items(std::iter::once(response_item));\", \" }\", \" RolloutItem::Compacted(compacted) => {\", \" let snapshot = history.contents();\", \" let user_messages = collect_user_messages(&snapshot);\", \" let rebuilt = build_compacted_history(\", \" self.build_initial_context(turn_context),\", \" &user_messages,\", \" &compacted.message,\", \" );\", \" history.replace(rebuilt);\", \" }\", \" _ => {}\", \" }\", \" }\", \" history.contents()\", \" }\", \"\", \" /// Append ResponseItems to the in-memory conversation history only.\", \" async fn record_into_history(&self, items: &[ResponseItem]) {\", \" let mut state = self.state.lock().await;\", \" state.record_items(items.iter());\", \" }\", \"\", \" async fn replace_history(&self, items: Vec) {\", \" let mut state = self.state.lock().await;\", \" state.replace_history(items);\", \" }\", \"\", \" async fn persist_rollout_response_items(&self, items: &[ResponseItem]) {\", \" let rollout_items: Vec = items\", \" .iter()\", \" .cloned()\", \" .map(RolloutItem::ResponseItem)\", \" .collect();\", \" self.persist_rollout_items(&rollout_items).await;\", \" }\", \"\", \" pub(crate) fn build_initial_context(&self, turn_context: &TurnContext) -> Vec {\", \" let mut items = Vec::::with_capacity(2);\", \" if let Some(user_instructions) = turn_context.user_instructions.as_deref() {\", \" items.push(UserInstructions::new(user_instructions.to_string()).into());\", \" }\", \" items.push(ResponseItem::from(EnvironmentContext::new(\", \" Some(turn_context.cwd.clone()),\", \" Some(turn_context.approval_policy),\", \" Some(turn_context.sandbox_policy.clone()),\", \" Some(self.user_shell().clone()),\", \" )));\", \" items\", \" }\", \"\", \" async fn persist_rollout_items(&self, items: &[RolloutItem]) {\", \" let recorder = {\", \" let guard = self.services.rollout.lock().await;\", \" guard.clone()\", \" };\", \" if let Some(rec) = recorder\", \" && let Err(e) = rec.record_items(items).await\", \" {\", \" error!(\\\"failed to record rollout items: {e:#}\\\");\", \" }\", \" }\", \"\", \" pub(crate) async fn history_snapshot(&self) -> Vec {\", \" let state = self.state.lock().await;\", \" state.history_snapshot()\", \" }\", \"\", \" async fn update_token_usage_info(\", \" &self,\", \" sub_id: &str,\", \" turn_context: &TurnContext,\", \" token_usage: Option<&TokenUsage>,\", \" ) {\", \" {\", \" let mut state = self.state.lock().await;\", \" if let Some(token_usage) = token_usage {\", \" state.update_token_info_from_usage(\", \" token_usage,\", \" turn_context.client.get_model_context_window(),\", \" );\", \" }\", \" }\", \" self.send_token_count_event(sub_id).await;\", \" }\", \"\", \" async fn update_rate_limits(&self, sub_id: &str, new_rate_limits: RateLimitSnapshot) {\", \" {\", \" let mut state = self.state.lock().await;\", \" state.set_rate_limits(new_rate_limits);\", \" }\", \" self.send_token_count_event(sub_id).await;\", \" }\", \"\", \" async fn send_token_count_event(&self, sub_id: &str) {\", \" let (info, rate_limits) = {\", \" let state = self.state.lock().await;\", \" state.token_info_and_rate_limits()\", \" };\", \" let event = Event {\", \" id: sub_id.to_string(),\", \" msg: EventMsg::TokenCount(TokenCountEvent { info, rate_limits }),\", \" };\", \" self.send_event(event).await;\", \" }\", \"\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 153, \"chunk_id\": \"8f6a3d\"}",{},"23210c2b-e6ee-4573-aee7-6edfe3dc4d02",{"_95":92,"_174":-5,"_484":1087},1759287048.972646,{"_493":529,"_265":530,"_531":-5,"_45":1086},{"_489":527,"_491":1085},41,"{\"session_name\":\"shell\",\"chars\":\"sed -n '400,800p' codex/codex-rs/core/src/codex.rs\\n\",\"yield_time_ms\": 1000}",{},"2b13c672-220d-46a3-be70-089614670217",{"_95":92,"_174":-5,"_484":1095},{"_493":45,"_494":1093},{"_502":57,"_503":504,"_489":505,"_491":1092,"_507":15},9,[1094],"I'll skim the lines close to 1103 to get relevant context for my next step.",{},"47ab8a4d-c542-41a6-aa67-6954dc3863b4",{"_95":519,"_174":520,"_484":1103},1759287048.240462,{"_493":45,"_494":1101},{},[1102],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 918, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# rg \\\"submission_loop\\\" -n codex/codex-rs/core/src/codex.rs\", \"216: tokio::spawn(submission_loop(session, turn_context, config, rx_sub));\", \"1103:async fn submission_loop(\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"ebc296\"}",{},"8d939d07-7f21-4dac-8e64-ec9edbef62a0",{"_95":92,"_174":-5,"_484":1110},1759287047.222605,{"_493":529,"_265":530,"_531":-5,"_45":1109},{"_489":527,"_491":734},"{\"session_name\":\"shell\",\"chars\":\"rg \\\"submission_loop\\\" -n codex/codex-rs/core/src/codex.rs\\n\",\"yield_time_ms\": 1000}",{},"640e1a2d-d1f9-44b0-9e36-2ed90217c603",{"_95":92,"_174":-5,"_484":1118},{"_493":45,"_494":1116},{"_502":57,"_503":504,"_489":505,"_491":1115,"_507":15},38,[1117],"I need to locate the `submission_loop` to understand how the state machine executes tasks.",{},"0bec9bf5-56b7-44b7-8197-d84e76dafa26",{"_95":519,"_174":520,"_484":1126},1759287046.307406,{"_493":45,"_494":1124},{},[1125],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 716, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '200,400p' codex/codex-rs/core/src/codex.rs\", \" // Generate a unique ID for the lifetime of this Codex session.\", \" let (session, turn_context) = Session::new(\", \" configure_session,\", \" config.clone(),\", \" auth_manager.clone(),\", \" tx_event.clone(),\", \" conversation_history,\", \" )\", \" .await\", \" .map_err(|e| {\", \" error!(\\\"Failed to create session: {e:#}\\\");\", \" CodexErr::InternalAgentDied\", \" })?;\", \" let conversation_id = session.conversation_id;\", \"\", \" // This task will run until Op::Shutdown is received.\", \" tokio::spawn(submission_loop(session, turn_context, config, rx_sub));\", \" let codex = Codex {\", \" next_id: AtomicU64::new(0),\", \" tx_sub,\", \" rx_event,\", \" };\", \"\", \" Ok(CodexSpawnOk {\", \" codex,\", \" conversation_id,\", \" })\", \" }\", \"\", \" /// Submit the `op` wrapped in a `Submission` with a unique ID.\", \" pub async fn submit(&self, op: Op) -> CodexResult {\", \" let id = self\", \" .next_id\", \" .fetch_add(1, std::sync::atomic::Ordering::SeqCst)\", \" .to_string();\", \" let sub = Submission { id: id.clone(), op };\", \" self.submit_with_id(sub).await?;\", \" Ok(id)\", \" }\", \"\", \" /// Use sparingly: prefer `submit()` so Codex is responsible for generating\", \" /// unique IDs for each submission.\", \" pub async fn submit_with_id(&self, sub: Submission) -> CodexResult<()> {\", \" self.tx_sub\", \" .send(sub)\", \" .await\", \" .map_err(|_| CodexErr::InternalAgentDied)?;\", \" Ok(())\", \" }\", \"\", \" pub async fn next_event(&self) -> CodexResult {\", \" let event = self\", \" .rx_event\", \" .recv()\", \" .await\", \" .map_err(|_| CodexErr::InternalAgentDied)?;\", \" Ok(event)\", \" }\", \"}\", \"\", \"use crate::state::SessionState;\", \"\", \"/// Context for an initialized model agent\", \"///\", \"/// A session has at most 1 running task at a time, and can be interrupted by user input.\", \"pub(crate) struct Session {\", \" conversation_id: ConversationId,\", \" tx_event: Sender,\", \" state: Mutex,\", \" pub(crate) active_turn: Mutex>,\", \" services: SessionServices,\", \" next_internal_sub_id: AtomicU64,\", \"}\", \"\", \"/// The context needed for a single turn of the conversation.\", \"#[derive(Debug)]\", \"pub(crate) struct TurnContext {\", \" pub(crate) client: ModelClient,\", \" /// The session's current working directory. All relative paths provided by\", \" /// the model as well as sandbox policies are resolved against this path\", \" /// instead of `std::env::current_dir()`.\", \" pub(crate) cwd: PathBuf,\", \" pub(crate) base_instructions: Option,\", \" pub(crate) user_instructions: Option,\", \" pub(crate) approval_policy: AskForApproval,\", \" pub(crate) sandbox_policy: SandboxPolicy,\", \" pub(crate) shell_environment_policy: ShellEnvironmentPolicy,\", \" pub(crate) tools_config: ToolsConfig,\", \" pub(crate) is_review_mode: bool,\", \" pub(crate) final_output_json_schema: Option,\", \"}\", \"\", \"impl TurnContext {\", \" fn resolve_path(&self, path: Option) -> PathBuf {\", \" path.as_ref()\", \" .map(PathBuf::from)\", \" .map_or_else(|| self.cwd.clone(), |p| self.cwd.join(p))\", \" }\", \"}\", \"\", \"/// Configure the model session.\", \"struct ConfigureSession {\", \" /// Provider identifier (\\\"openai\\\", \\\"openrouter\\\", ...).\", \" provider: ModelProviderInfo,\", \"\", \" /// If not specified, server will use its default model.\", \" model: String,\", \"\", \" model_reasoning_effort: Option,\", \" model_reasoning_summary: ReasoningSummaryConfig,\", \"\", \" /// Model instructions that are appended to the base instructions.\", \" user_instructions: Option,\", \"\", \" /// Base instructions override.\", \" base_instructions: Option,\", \"\", \" /// When to escalate for approval for execution\", \" approval_policy: AskForApproval,\", \" /// How to sandbox commands executed in the system\", \" sandbox_policy: SandboxPolicy,\", \"\", \" notify: UserNotifier,\", \"\", \" /// Working directory that should be treated as the *root* of the\", \" /// session. All relative paths supplied by the model as well as the\", \" /// execution sandbox are resolved against this directory **instead**\", \" /// of the process-wide current working directory. CLI front-ends are\", \" /// expected to expand this to an absolute path before sending the\", \" /// `ConfigureSession` operation so that the business-logic layer can\", \" /// operate deterministically.\", \" cwd: PathBuf,\", \"}\", \"\", \"impl Session {\", \" async fn new(\", \" configure_session: ConfigureSession,\", \" config: Arc,\", \" auth_manager: Arc,\", \" tx_event: Sender,\", \" initial_history: InitialHistory,\", \" ) -> anyhow::Result<(Arc, TurnContext)> {\", \" let ConfigureSession {\", \" provider,\", \" model,\", \" model_reasoning_effort,\", \" model_reasoning_summary,\", \" user_instructions,\", \" base_instructions,\", \" approval_policy,\", \" sandbox_policy,\", \" notify,\", \" cwd,\", \" } = configure_session;\", \" debug!(\\\"Configuring session: model={model}; provider={provider:?}\\\");\", \" if !cwd.is_absolute() {\", \" return Err(anyhow::anyhow!(\\\"cwd is not absolute: {cwd:?}\\\"));\", \" }\", \"\", \" let (conversation_id, rollout_params) = match &initial_history {\", \" InitialHistory::New | InitialHistory::Forked(_) => {\", \" let conversation_id = ConversationId::default();\", \" (\", \" conversation_id,\", \" RolloutRecorderParams::new(conversation_id, user_instructions.clone()),\", \" )\", \" }\", \" InitialHistory::Resumed(resumed_history) => (\", \" resumed_history.conversation_id,\", \" RolloutRecorderParams::resume(resumed_history.rollout_path.clone()),\", \" ),\", \" };\", \"\", \" // Error messages to dispatch after SessionConfigured is sent.\", \" let mut post_session_configured_error_events = Vec::::new();\", \"\", \" // Kick off independent async setup tasks in parallel to reduce startup latency.\", \" //\", \" // - initialize RolloutRecorder with new or resumed session info\", \" // - spin up MCP connection manager\", \" // - perform default shell discovery\", \" // - load history metadata\", \" let rollout_fut = RolloutRecorder::new(&config, rollout_params);\", \"\", \" let mcp_fut = McpConnectionManager::new(\", \" config.mcp_servers.clone(),\", \" config.use_experimental_use_rmcp_client,\", \" );\", \" let default_shell_fut = shell::default_user_shell();\", \" let history_meta_fut = crate::message_history::history_metadata(&config);\", \"\", \" // Join all independent futures.\", \" let (rollout_recorder, mcp_res, default_shell, (history_log_id, history_entry_count)) =\", \" tokio::join!(rollout_fut, mcp_fut, default_shell_fut, history_meta_fut);\", \"\", \" let rollout_recorder = rollout_recorder.map_err(|e| {\", \" error!(\\\"failed to initialize rollout recorder: {e:#}\\\");\", \" anyhow::anyhow!(\\\"failed to initialize rollout recorder: {e:#}\\\")\", \" })?;\", \" let rollout_path = rollout_recorder.rollout_path.clone();\", \" // Create the mutable state for the Session.\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"63e564\"}",{},"2d5dc331-a015-44f6-b0b9-c85f06b235c2",{"_95":92,"_174":-5,"_484":1133},1759287045.189764,{"_493":529,"_265":530,"_531":-5,"_45":1132},{"_489":527,"_491":1085},"{\"session_name\":\"shell\",\"chars\":\"sed -n '200,400p' codex/codex-rs/core/src/codex.rs\\n\",\"yield_time_ms\": 1000}",{},"d1dc167c-bf5a-4675-8e58-f109e71b9ad1",{"_95":92,"_174":-5,"_484":1140},{"_493":45,"_494":1138},{"_502":57,"_503":504,"_489":505,"_491":717,"_507":15},[1139],"I need to dive deeper into the state machine logic for more clarity.",{},"201224c2-1dc9-4ed8-bbdc-cce8a6dd552b",{"_95":519,"_174":520,"_484":1148},1759287044.367405,{"_493":45,"_494":1146},{},[1147],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 515, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '1,200p' codex/codex-rs/core/src/codex.rs\", \"use std::borrow::Cow;\", \"use std::collections::HashMap;\", \"use std::fmt::Debug;\", \"use std::path::Path;\", \"use std::path::PathBuf;\", \"use std::sync::Arc;\", \"use std::sync::atomic::AtomicU64;\", \"use std::time::Duration;\", \"\", \"use crate::AuthManager;\", \"use crate::client_common::REVIEW_PROMPT;\", \"use crate::event_mapping::map_response_item_to_event_messages;\", \"use crate::function_tool::FunctionCallError;\", \"use crate::review_format::format_review_findings_block;\", \"use crate::terminal;\", \"use crate::user_notification::UserNotifier;\", \"use async_channel::Receiver;\", \"use async_channel::Sender;\", \"use codex_apply_patch::ApplyPatchAction;\", \"use codex_apply_patch::MaybeApplyPatchVerified;\", \"use codex_apply_patch::maybe_parse_apply_patch_verified;\", \"use codex_protocol::ConversationId;\", \"use codex_protocol::protocol::ConversationPathResponseEvent;\", \"use codex_protocol::protocol::ExitedReviewModeEvent;\", \"use codex_protocol::protocol::ReviewRequest;\", \"use codex_protocol::protocol::RolloutItem;\", \"use codex_protocol::protocol::TaskStartedEvent;\", \"use codex_protocol::protocol::TurnAbortReason;\", \"use codex_protocol::protocol::TurnContextItem;\", \"use futures::prelude::*;\", \"use mcp_types::CallToolResult;\", \"use serde::Deserialize;\", \"use serde::Serialize;\", \"use serde_json;\", \"use serde_json::Value;\", \"use tokio::sync::Mutex;\", \"use tokio::sync::oneshot;\", \"use tracing::debug;\", \"use tracing::error;\", \"use tracing::info;\", \"use tracing::trace;\", \"use tracing::warn;\", \"\", \"use crate::ModelProviderInfo;\", \"use crate::apply_patch;\", \"use crate::apply_patch::ApplyPatchExec;\", \"use crate::apply_patch::CODEX_APPLY_PATCH_ARG1;\", \"use crate::apply_patch::InternalApplyPatchInvocation;\", \"use crate::apply_patch::convert_apply_patch_to_protocol;\", \"use crate::client::ModelClient;\", \"use crate::client_common::Prompt;\", \"use crate::client_common::ResponseEvent;\", \"use crate::config::Config;\", \"use crate::config_types::ShellEnvironmentPolicy;\", \"use crate::conversation_history::ConversationHistory;\", \"use crate::environment_context::EnvironmentContext;\", \"use crate::error::CodexErr;\", \"use crate::error::Result as CodexResult;\", \"use crate::error::SandboxErr;\", \"use crate::error::get_error_message_ui;\", \"use crate::exec::ExecParams;\", \"use crate::exec::ExecToolCallOutput;\", \"use crate::exec::SandboxType;\", \"use crate::exec::StdoutStream;\", \"use crate::exec::StreamOutput;\", \"use crate::exec::process_exec_tool_call;\", \"use crate::exec_command::EXEC_COMMAND_TOOL_NAME;\", \"use crate::exec_command::ExecCommandParams;\", \"use crate::exec_command::ExecSessionManager;\", \"use crate::exec_command::WRITE_STDIN_TOOL_NAME;\", \"use crate::exec_command::WriteStdinParams;\", \"use crate::exec_env::create_env;\", \"use crate::mcp_connection_manager::McpConnectionManager;\", \"use crate::mcp_tool_call::handle_mcp_tool_call;\", \"use crate::model_family::find_family_for_model;\", \"use crate::openai_model_info::get_model_info;\", \"use crate::openai_tools::ApplyPatchToolArgs;\", \"use crate::openai_tools::ToolsConfig;\", \"use crate::openai_tools::ToolsConfigParams;\", \"use crate::openai_tools::get_openai_tools;\", \"use crate::parse_command::parse_command;\", \"use crate::plan_tool::handle_update_plan;\", \"use crate::project_doc::get_user_instructions;\", \"use crate::protocol::AgentMessageDeltaEvent;\", \"use crate::protocol::AgentReasoningDeltaEvent;\", \"use crate::protocol::AgentReasoningRawContentDeltaEvent;\", \"use crate::protocol::AgentReasoningSectionBreakEvent;\", \"use crate::protocol::ApplyPatchApprovalRequestEvent;\", \"use crate::protocol::AskForApproval;\", \"use crate::protocol::BackgroundEventEvent;\", \"use crate::protocol::ErrorEvent;\", \"use crate::protocol::Event;\", \"use crate::protocol::EventMsg;\", \"use crate::protocol::ExecApprovalRequestEvent;\", \"use crate::protocol::ExecCommandBeginEvent;\", \"use crate::protocol::ExecCommandEndEvent;\", \"use crate::protocol::FileChange;\", \"use crate::protocol::InputItem;\", \"use crate::protocol::ListCustomPromptsResponseEvent;\", \"use crate::protocol::Op;\", \"use crate::protocol::PatchApplyBeginEvent;\", \"use crate::protocol::PatchApplyEndEvent;\", \"use crate::protocol::RateLimitSnapshot;\", \"use crate::protocol::ReviewDecision;\", \"use crate::protocol::ReviewOutputEvent;\", \"use crate::protocol::SandboxPolicy;\", \"use crate::protocol::SessionConfiguredEvent;\", \"use crate::protocol::StreamErrorEvent;\", \"use crate::protocol::Submission;\", \"use crate::protocol::TokenCountEvent;\", \"use crate::protocol::TokenUsage;\", \"use crate::protocol::TurnDiffEvent;\", \"use crate::protocol::WebSearchBeginEvent;\", \"use crate::rollout::RolloutRecorder;\", \"use crate::rollout::RolloutRecorderParams;\", \"use crate::safety::SafetyCheck;\", \"use crate::safety::assess_command_safety;\", \"use crate::safety::assess_safety_for_untrusted_command;\", \"use crate::shell;\", \"use crate::state::ActiveTurn;\", \"use crate::state::SessionServices;\", \"use crate::tasks::CompactTask;\", \"use crate::tasks::RegularTask;\", \"use crate::tasks::ReviewTask;\", \"use crate::turn_diff_tracker::TurnDiffTracker;\", \"use crate::unified_exec::UnifiedExecSessionManager;\", \"use crate::user_instructions::UserInstructions;\", \"use crate::user_notification::UserNotification;\", \"use crate::util::backoff;\", \"use codex_otel::otel_event_manager::OtelEventManager;\", \"use codex_otel::otel_event_manager::ToolDecisionSource;\", \"use codex_protocol::config_types::ReasoningEffort as ReasoningEffortConfig;\", \"use codex_protocol::config_types::ReasoningSummary as ReasoningSummaryConfig;\", \"use codex_protocol::custom_prompts::CustomPrompt;\", \"use codex_protocol::models::ContentItem;\", \"use codex_protocol::models::FunctionCallOutputPayload;\", \"use codex_protocol::models::LocalShellAction;\", \"use codex_protocol::models::ResponseInputItem;\", \"use codex_protocol::models::ResponseItem;\", \"use codex_protocol::models::ShellToolCallParams;\", \"use codex_protocol::protocol::InitialHistory;\", \"\", \"pub mod compact;\", \"use self::compact::build_compacted_history;\", \"use self::compact::collect_user_messages;\", \"\", \"/// The high-level interface to the Codex system.\", \"/// It operates as a queue pair where you send submissions and receive events.\", \"pub struct Codex {\", \" next_id: AtomicU64,\", \" tx_sub: Sender,\", \" rx_event: Receiver,\", \"}\", \"\", \"/// Wrapper returned by [`Codex::spawn`] containing the spawned [`Codex`],\", \"/// the submission id for the initial `ConfigureSession` request and the\", \"/// unique session id.\", \"pub struct CodexSpawnOk {\", \" pub codex: Codex,\", \" pub conversation_id: ConversationId,\", \"}\", \"\", \"pub(crate) const INITIAL_SUBMIT_ID: &str = \\\"\\\";\", \"pub(crate) const SUBMISSION_CHANNEL_CAPACITY: usize = 64;\", \"\", \"// Model-formatting limits: clients get full streams; oonly content sent to the model is truncated.\", \"pub(crate) const MODEL_FORMAT_MAX_BYTES: usize = 10 * 1024; // 10 KiB\", \"pub(crate) const MODEL_FORMAT_MAX_LINES: usize = 256; // lines\", \"pub(crate) const MODEL_FORMAT_HEAD_LINES: usize = MODEL_FORMAT_MAX_LINES / 2;\", \"pub(crate) const MODEL_FORMAT_TAIL_LINES: usize = MODEL_FORMAT_MAX_LINES - MODEL_FORMAT_HEAD_LINES; // 128\", \"pub(crate) const MODEL_FORMAT_HEAD_BYTES: usize = MODEL_FORMAT_MAX_BYTES / 2;\", \"\", \"impl Codex {\", \" /// Spawn a new [`Codex`] and initialize the session.\", \" pub async fn spawn(\", \" config: Config,\", \" auth_manager: Arc,\", \" conversation_history: InitialHistory,\", \" ) -> CodexResult {\", \" let (tx_sub, rx_sub) = async_channel::bounded(SUBMISSION_CHANNEL_CAPACITY);\", \" let (tx_event, rx_event) = async_channel::unbounded();\", \"\", \" let user_instructions = get_user_instructions(&config).await;\", \"\", \" let config = Arc::new(config);\", \"\", \" let configure_session = ConfigureSession {\", \" provider: config.model_provider.clone(),\", \" model: config.model.clone(),\", \" model_reasoning_effort: config.model_reasoning_effort,\", \" model_reasoning_summary: config.model_reasoning_summary,\", \" user_instructions,\", \" base_instructions: config.base_instructions.clone(),\", \" approval_policy: config.approval_policy,\", \" sandbox_policy: config.sandbox_policy.clone(),\", \" notify: UserNotifier::new(config.notify.clone()),\", \" cwd: config.cwd.clone(),\", \" };\", \"\", \" // Generate a unique ID for the lifetime of this Codex session.\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"3fddd6\"}",{},"fb5a040d-0224-4160-84eb-6d233c90df85",{"_95":92,"_174":-5,"_484":1155},1759287043.305125,{"_493":529,"_265":530,"_531":-5,"_45":1154},{"_489":527,"_491":1085},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,200p' codex/codex-rs/core/src/codex.rs\\n\",\"yield_time_ms\": 1000}",{},"f53c5bf0-1008-4e71-b914-f8ec03e5c4e0",{"_95":92,"_174":-5,"_484":1163},{"_493":45,"_494":1161},{"_502":57,"_503":504,"_489":505,"_491":1160,"_507":15},61,[1162],"I'm checking `codex.rs` or `mod` to understand and describe the algorithm.",{},"37f8e236-8788-4876-a241-4507f3852e37",{"_95":519,"_174":520,"_484":1171},1759287041.961284,{"_493":45,"_494":1169},{},[1170],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 399, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '1,320p' codex/codex-rs/core/src/state/turn.rs\", \"//! Turn-scoped state and active turn metadata scaffolding.\", \"\", \"use indexmap::IndexMap;\", \"use std::collections::HashMap;\", \"use std::sync::Arc;\", \"use tokio::sync::Mutex;\", \"use tokio::task::AbortHandle;\", \"\", \"use codex_protocol::models::ResponseInputItem;\", \"use tokio::sync::oneshot;\", \"\", \"use crate::protocol::ReviewDecision;\", \"use crate::tasks::SessionTask;\", \"\", \"/// Metadata about the currently running turn.\", \"pub(crate) struct ActiveTurn {\", \" pub(crate) tasks: IndexMap,\", \" pub(crate) turn_state: Arc>,\", \"}\", \"\", \"impl Default for ActiveTurn {\", \" fn default() -> Self {\", \" Self {\", \" tasks: IndexMap::new(),\", \" turn_state: Arc::new(Mutex::new(TurnState::default())),\", \" }\", \" }\", \"}\", \"\", \"#[derive(Clone, Copy, Debug, Eq, PartialEq)]\", \"pub(crate) enum TaskKind {\", \" Regular,\", \" Review,\", \" Compact,\", \"}\", \"\", \"#[derive(Clone)]\", \"pub(crate) struct RunningTask {\", \" pub(crate) handle: AbortHandle,\", \" pub(crate) kind: TaskKind,\", \" pub(crate) task: Arc,\", \"}\", \"\", \"impl ActiveTurn {\", \" pub(crate) fn add_task(&mut self, sub_id: String, task: RunningTask) {\", \" self.tasks.insert(sub_id, task);\", \" }\", \"\", \" pub(crate) fn remove_task(&mut self, sub_id: &str) -> bool {\", \" self.tasks.swap_remove(sub_id);\", \" self.tasks.is_empty()\", \" }\", \"\", \" pub(crate) fn drain_tasks(&mut self) -> IndexMap {\", \" std::mem::take(&mut self.tasks)\", \" }\", \"}\", \"\", \"/// Mutable state for a single turn.\", \"#[derive(Default)]\", \"pub(crate) struct TurnState {\", \" pending_approvals: HashMap>,\", \" pending_input: Vec,\", \"}\", \"\", \"impl TurnState {\", \" pub(crate) fn insert_pending_approval(\", \" &mut self,\", \" key: String,\", \" tx: oneshot::Sender,\", \" ) -> Option> {\", \" self.pending_approvals.insert(key, tx)\", \" }\", \"\", \" pub(crate) fn remove_pending_approval(\", \" &mut self,\", \" key: &str,\", \" ) -> Option> {\", \" self.pending_approvals.remove(key)\", \" }\", \"\", \" pub(crate) fn clear_pending(&mut self) {\", \" self.pending_approvals.clear();\", \" self.pending_input.clear();\", \" }\", \"\", \" pub(crate) fn push_pending_input(&mut self, input: ResponseInputItem) {\", \" self.pending_input.push(input);\", \" }\", \"\", \" pub(crate) fn take_pending_input(&mut self) -> Vec {\", \" if self.pending_input.is_empty() {\", \" Vec::with_capacity(0)\", \" } else {\", \" let mut ret = Vec::new();\", \" std::mem::swap(&mut ret, &mut self.pending_input);\", \" ret\", \" }\", \" }\", \"}\", \"\", \"impl ActiveTurn {\", \" /// Clear any pending approvals and input buffered for the current turn.\", \" pub(crate) async fn clear_pending(&self) {\", \" let mut ts = self.turn_state.lock().await;\", \" ts.clear_pending();\", \" }\", \"\", \" /// Best-effort, non-blocking variant for synchronous contexts (Drop/interrupt).\", \" pub(crate) fn try_clear_pending_sync(&self) {\", \" if let Ok(mut ts) = self.turn_state.try_lock() {\", \" ts.clear_pending();\", \" }\", \" }\", \"}\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"5a927e\"}",{},"076e3ee6-66e7-4cd0-a7a4-cf6b8093261b",{"_95":92,"_174":-5,"_484":1178},1759287040.922593,{"_493":529,"_265":530,"_531":-5,"_45":1177},{"_489":527,"_491":1085},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,320p' codex/codex-rs/core/src/state/turn.rs\\n\",\"yield_time_ms\": 1000}",{},"677a9dfa-9338-403e-9e6a-20bebc58f65e",{"_95":92,"_174":-5,"_484":1185},{"_493":45,"_494":1183},{"_502":57,"_503":504,"_489":505,"_491":610,"_507":15},[1184],"I'll take a look at turn.rs now.",{},"6a741970-8741-41fd-b577-00129419461e",{"_95":519,"_174":520,"_484":1193},1759287040.295837,{"_493":45,"_494":1191},{},[1192],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 318, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '1,200p' codex/codex-rs/core/src/state/session.rs\", \"//! Session-wide mutable state.\", \"\", \"use std::collections::HashSet;\", \"\", \"use codex_protocol::models::ResponseItem;\", \"\", \"use crate::conversation_history::ConversationHistory;\", \"use crate::protocol::RateLimitSnapshot;\", \"use crate::protocol::TokenUsage;\", \"use crate::protocol::TokenUsageInfo;\", \"\", \"/// Persistent, session-scoped state previously stored directly on `Session`.\", \"#[derive(Default)]\", \"pub(crate) struct SessionState {\", \" pub(crate) approved_commands: HashSet>,\", \" pub(crate) history: ConversationHistory,\", \" pub(crate) token_info: Option,\", \" pub(crate) latest_rate_limits: Option,\", \"}\", \"\", \"impl SessionState {\", \" /// Create a new session state mirroring previous `State::default()` semantics.\", \" pub(crate) fn new() -> Self {\", \" Self {\", \" history: ConversationHistory::new(),\", \" ..Default::default()\", \" }\", \" }\", \"\", \" // History helpers\", \" pub(crate) fn record_items(&mut self, items: I)\", \" where\", \" I: IntoIterator,\", \" I::Item: std::ops::Deref,\", \" {\", \" self.history.record_items(items)\", \" }\", \"\", \" pub(crate) fn history_snapshot(&self) -> Vec {\", \" self.history.contents()\", \" }\", \"\", \" pub(crate) fn replace_history(&mut self, items: Vec) {\", \" self.history.replace(items);\", \" }\", \"\", \" // Approved command helpers\", \" pub(crate) fn add_approved_command(&mut self, cmd: Vec) {\", \" self.approved_commands.insert(cmd);\", \" }\", \"\", \" pub(crate) fn approved_commands_ref(&self) -> &HashSet> {\", \" &self.approved_commands\", \" }\", \"\", \" // Token/rate limit helpers\", \" pub(crate) fn update_token_info_from_usage(\", \" &mut self,\", \" usage: &TokenUsage,\", \" model_context_window: Option,\", \" ) {\", \" self.token_info = TokenUsageInfo::new_or_append(\", \" &self.token_info,\", \" &Some(usage.clone()),\", \" model_context_window,\", \" );\", \" }\", \"\", \" pub(crate) fn set_rate_limits(&mut self, snapshot: RateLimitSnapshot) {\", \" self.latest_rate_limits = Some(snapshot);\", \" }\", \"\", \" pub(crate) fn token_info_and_rate_limits(\", \" &self,\", \" ) -> (Option, Option) {\", \" (self.token_info.clone(), self.latest_rate_limits.clone())\", \" }\", \"\", \" // Pending input/approval moved to TurnState.\", \"}\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"d95b49\"}",{},"66ce90f1-537a-4005-8546-4018308a202e",{"_95":92,"_174":-5,"_484":1200},1759287039.265195,{"_493":529,"_265":530,"_531":-5,"_45":1199},{"_489":527,"_491":788},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,200p' codex/codex-rs/core/src/state/session.rs\\n\",\"yield_time_ms\": 1000}",{},"8fa0b1a6-99ea-41da-9ba5-a16788c811e0",{"_95":92,"_174":-5,"_484":1207},{"_493":45,"_494":1205},{"_502":57,"_503":504,"_489":505,"_491":764,"_507":15},[1206],"I need to check the current session and turn information.",{},"25a23159-ba94-43c6-8227-e80adf2f3f08",{"_95":519,"_174":520,"_484":1215},1759287038.629614,{"_493":45,"_494":1213},{},[1214],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 308, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '1,200p' codex/codex-rs/core/src/state/mod.rs\", \"mod service;\", \"mod session;\", \"mod turn;\", \"\", \"pub(crate) use service::SessionServices;\", \"pub(crate) use session::SessionState;\", \"pub(crate) use turn::ActiveTurn;\", \"pub(crate) use turn::RunningTask;\", \"pub(crate) use turn::TaskKind;\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"f90890\"}",{},"0d72a289-4b44-4d49-90ee-1ba930393de6",{"_95":92,"_174":-5,"_484":1222},1759287037.610968,{"_493":529,"_265":530,"_531":-5,"_45":1221},{"_489":527,"_491":788},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,200p' codex/codex-rs/core/src/state/mod.rs\\n\",\"yield_time_ms\": 1000}",{},"8dee2759-cf46-488a-a209-377471d302d2",{"_95":519,"_174":520,"_484":1230},1759287036.949712,{"_493":45,"_494":1228},{},[1229],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 306, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# ls codex/codex-rs/core/src/state\", \"mod.rs service.rs session.rs turn.rs\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"069e79\"}",{},"7bbb5e01-4a26-4e3f-9671-2274ef502f0f",{"_95":92,"_174":-5,"_484":1237},1759287035.931909,{"_493":529,"_265":530,"_531":-5,"_45":1236},{"_489":527,"_491":781},"{\"session_name\":\"shell\",\"chars\":\"ls codex/codex-rs/core/src/state\\n\",\"yield_time_ms\": 1000}",{},"7857ef03-5685-48b2-8482-cc090cfe1a4b",{"_95":92,"_174":-5,"_484":1245},{"_493":45,"_494":1243},{"_502":57,"_503":504,"_489":505,"_491":1242,"_507":15},16,[1244],"I see there's a state directory here. Let's check what's inside.",{},"ddf9fd6c-bece-42c4-b03b-f845452cd170",{"_95":519,"_174":520,"_484":1253},1759287035.267738,{"_493":45,"_494":1251},{},[1252],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 293, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# ls codex/codex-rs/core/src\", \"apply_patch.rs config_profile.rs flags.rs otel_init.rs tasks\", \"auth.rs config_types.rs function_tool.rs parse_command.rs terminal.rs\", \"bash.rs conversation_history.rs git_info.rs plan_tool.rs token_data.rs\", \"chat_completions.rs conversation_manager.rs landlock.rs project_doc.rs tool_apply_patch.lark\", \"client.rs custom_prompts.rs lib.rs review_format.rs tool_apply_patch.rs\", \"client_common.rs default_client.rs mcp_connection_manager.rs rollout truncate.rs\", \"codex environment_context.rs mcp_tool_call.rs safety.rs turn_diff_tracker.rs\", \"codex.rs error.rs message_history.rs seatbelt.rs unified_exec\", \"codex_conversation.rs event_mapping.rs model_family.rs seatbelt_base_policy.sbpl user_instructions.rs\", \"command_safety exec.rs model_provider_info.rs shell.rs user_notification.rs\", \"config.rs exec_command openai_model_info.rs spawn.rs util.rs\", \"config_edit.rs exec_env.rs openai_tools.rs state\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"6120fe\"}",{},"9d200106-7948-449a-b7f9-9604405dae3d",{"_95":92,"_174":-5,"_484":1261},1759287034.240954,{"_493":529,"_265":530,"_531":-5,"_45":1260},{"_489":527,"_491":1259},29,"{\"session_name\":\"shell\",\"chars\":\"ls codex/codex-rs/core/src\\n\",\"yield_time_ms\": 1000}",{},"449b4bec-1990-4817-957f-6abb92a12e97",{"_95":92,"_174":-5,"_484":1268},{"_493":45,"_494":1266},{"_502":57,"_503":504,"_489":505,"_491":873,"_507":15},[1267],"I’ll check `codex-rs/core` for the orchestrator and look in `core/src/session` for state machines.",{},"4dd3af2f-5948-4c16-acf8-638a21f778ff",{"_95":519,"_174":520,"_484":1276},1759287033.14129,{"_493":45,"_494":1274},{},[1275],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 292, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# find codex/codex-rs -name AGENTS.md -print\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"267d75\"}",{},"2a624fd5-2404-405b-b330-1902d77d6e9e",{"_95":92,"_174":-5,"_484":1284},1759287032.124253,{"_493":529,"_265":530,"_531":-5,"_45":1283},{"_489":527,"_491":1282},34,"{\"session_name\":\"shell\",\"chars\":\"find codex/codex-rs -name AGENTS.md -print\\n\",\"yield_time_ms\": 1000}",{},"a4b3abc3-84a4-4702-b463-c294f1f22089",{"_95":92,"_174":-5,"_484":1291},{"_493":45,"_494":1289},{"_502":57,"_503":504,"_489":505,"_491":880,"_507":15},[1290],"I'll look for any nested AGENTS instructions for further guidance.",{},"0bcfc328-796b-4803-a1bb-c57599ee21f4",{"_95":519,"_174":520,"_484":1299},1759287031.413851,{"_493":45,"_494":1297},{},[1298],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 283, \"output\": [\"L2)](https://learn.microsoft.com/en-us/windows/wsl/install). root@8eb97c55e9be:/workspace/codex-scratchpad# ls codex/codex-rs\", \"Cargo.lock backend-client common git-apply ollama rustfmt.toml\", \"Cargo.toml chatgpt config.md git-tooling otel scripts\", \"README.md cli core justfile process-hardening tui\", \"ansi-escape clippy.toml default.nix linux-sandbox protocol utils\", \"app-server cloud-tasks docs login protocol-ts\", \"app-server-protocol cloud-tasks-client exec mcp-client responses-api-proxy\", \"apply-patch code execpolicy mcp-server rmcp-client\", \"arg0 codex-backend-openapi-models file-search mcp-types rust-toolchain.toml\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"130654\"}",{},"ec5d3db9-1192-4a27-8191-eb78ca95a70e",{"_95":92,"_174":-5,"_484":1307},1759287030.384819,{"_493":529,"_265":530,"_531":-5,"_45":1306},{"_489":527,"_491":1305},27,"{\"session_name\":\"shell\",\"chars\":\"ls codex/codex-rs\\n\",\"yield_time_ms\": 1000}",{},"a526d27b-fc29-4353-a628-22ee740224cf",{"_95":92,"_174":-5,"_484":1315},{"_493":45,"_494":1313},{"_502":57,"_503":504,"_489":505,"_491":1312,"_507":15},162,[1314],"I'm reviewing `codex-rs` to summarize the state machine and its plan-run loops for the user.",{},"0b66a241-2f79-4bbf-b5c7-9f80d18ea3db",{"_95":519,"_174":520,"_484":1323},1759287027.605069,{"_493":45,"_494":1321},{},[1322],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 254, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '1,160p' codex/docs/faq.md\", \"## FAQ\", \"\", \"### OpenAI released a model called Codex in 2021 - is this related?\", \"\", \"In 2021, OpenAI released Codex, an AI system designed to generate code from natural language prompts. That original Codex model\", \"was deprecated as of March 2023 and is separate from the CLI tool.\", \"\", \"### Which models are supported?\", \"\", \"We recommend using Codex with GPT-5, our best coding model. The default reasoning level is medium, and you can upgrade to high f\", \"or complex tasks with the `/model` command.\", \"\", \"You can also use older models by using API-based auth and launching codex with the `--model` flag.\", \"\", \"### Why does `o3` or `o4-mini` not work for me?\", \"\", \"It's possible that your [API account needs to be verified](https://help.openai.com/en/articles/10910291-api-organization-verific\", \"ation) in order to start streaming responses and seeing chain of thought summaries from the API. If you're still running into is\", \"sues, please let us know!\", \"\", \"### How do I stop Codex from editing my files?\", \"\", \"By default, Codex can modify files in your current working directory (Auto mode). To prevent edits, run `codex` in read-only mod\", \"e with the CLI flag `--sandbox read-only`. Alternatively, you can change the approval level mid-conversation with `/approvals`.\", \"\", \"### Does it work on Windows?\", \"\", \"Running Codex directly on Windows may work, but is not officially supported. We recommend using [Windows Subsystem for Linux (WS\", \"L2)](https://learn.microsoft.com/en-us/windows/wsl/install). root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"e8d04a\"}",{},"a0e6139a-a443-4189-98cb-14c2ef0487ae",{"_95":92,"_174":-5,"_484":1330},1759287026.581384,{"_493":529,"_265":530,"_531":-5,"_45":1329},{"_489":527,"_491":1282},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,160p' codex/docs/faq.md\\n\",\"yield_time_ms\": 1000}",{},"1676f73f-f1a5-4ced-a8ef-03bde48abc17",{"_95":92,"_174":-5,"_484":1337},{"_493":45,"_494":1335},{"_502":57,"_503":504,"_489":505,"_491":208,"_507":15},[1336],"I’ll look into `codex/docs/sandbox.md` for architecture details.",{},"aad7cf9e-1e45-45ae-a063-0a11d30df464",{"_95":519,"_174":520,"_484":1345},1759287025.76502,{"_493":45,"_494":1343},{},[1344],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 117, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# sed -n '1,160p' codex/docs/advanced.md\", \"## Advanced\", \"\", \"## Non-interactive / CI mode\", \"\", \"Run Codex head-less in pipelines. Example GitHub Action step:\", \"\", \"```yaml\", \"- name: Update changelog via Codex\", \" run: |\", \" npm install -g @openai/codex\", \" codex login --api-key \\\"${{ secrets.OPENAI_KEY }}\\\"\", \" codex exec --full-auto \\\"update CHANGELOG for next release\\\"\", \"```\", \"\", \"### Resuming non-interactive sessions\", \"\", \"You can resume a previous headless run to continue the same conversation context and append to the same rollout file.\", \"\", \"Interactive TUI equivalent:\", \"\", \"```shell\", \"codex resume # picker\", \"codex resume --last # most recent\", \"codex resume \", \"```\", \"\", \"Compatibility:\", \"\", \"- Latest source builds include `codex exec resume` (examples below).\", \"- Current released CLI may not include this yet. If `codex exec --help` shows no `resume`, use the workaround in the next subsec\", \"tion.\", \"\", \"```shell\", \"# Resume the most recent recorded session and run with a new prompt (source builds)\", \"codex exec \\\"ship a release draft changelog\\\" resume --last\", \"\", \"# Alternatively, pass the prompt via stdin (source builds)\", \"# Note: omit the trailing '-' to avoid it being parsed as a SESSION_ID\", \"echo \\\"ship a release draft changelog\\\" | codex exec resume --last\", \"\", \"# Or resume a specific session by id (UUID) (source builds)\", \"codex exec resume 7f9f9a2e-1b3c-4c7a-9b0e-123456789abc \\\"continue the task\\\"\", \"```\", \"\", \"Notes:\", \"\", \"- When using `--last`, Codex picks the newest recorded session; if none exist, it behaves like starting fresh.\", \"- Resuming appends new events to the existing session file and maintains the same conversation id.\", \"\", \"## Tracing / verbose logging\", \"\", \"Because Codex is written in Rust, it honors the `RUST_LOG` environment variable to configure its logging behavior.\", \"\", \"The TUI defaults to `RUST_LOG=codex_core=info,codex_tui=info` and log messages are written to `~/.codex/log/codex-tui.log`, so y\", \"ou can leave the following running in a separate terminal to monitor log messages as they are written:\", \"\", \"```\", \"tail -F ~/.codex/log/codex-tui.log\", \"```\", \"\", \"By comparison, the non-interactive mode (`codex exec`) defaults to `RUST_LOG=error`, but messages are printed inline, so there i\", \"s no need to monitor a separate file.\", \"\", \"See the Rust documentation on [`RUST_LOG`](https://docs.rs/env_logger/latest/env_logger/#enabling-logging) for more information\", \"on the configuration options.\", \"\", \"## Model Context Protocol (MCP)\", \"\", \"The Codex CLI can be configured to leverage MCP servers by defining an [`mcp_servers`](./config.md#mcp_servers) section in `~/.c\", \"odex/config.toml`. It is intended to mirror how tools such as Claude and Cursor define `mcpServers` in their respective JSON con\", \"fig files, though the Codex format is slightly different since it uses TOML rather than JSON, e.g.:\", \"\", \"```toml\", \"# IMPORTANT: the top-level key is `mcp_servers` rather than `mcpServers`.\", \"[mcp_servers.server-name]\", \"command = \\\"npx\\\"\", \"args = [\\\"-y\\\", \\\"mcp-server\\\"]\", \"env = { \\\"API_KEY\\\" = \\\"value\\\" }\", \"```\", \"\", \"## Using Codex as an MCP Server\", \"\", \"The Codex CLI can also be run as an MCP _server_ via `codex mcp-server`. For example, you can use `codex mcp-server` to make Cod\", \"ex available as a tool inside of a multi-agent framework like the OpenAI [Agents SDK](https://platform.openai.com/docs/guides/ag\", \"ents). Use `codex mcp` separately to add/list/get/remove MCP server launchers in your configuration.\", \"\", \"### Codex MCP Server Quickstart\", \"You can launch a Codex MCP server with the [Model Context Protocol Inspector](https://modelcontextprotocol.io/legacy/tools/inspe\", \"ctor):\", \"\", \"``` bash\", \"npx @modelcontextprotocol/inspector codex mcp-server\", \"```\", \"Send a `tools/list` request and you will see that there are two tools available:\", \"\", \"**`codex`** - Run a Codex session. Accepts configuration parameters matching the Codex Config struct. The `codex` tool takes the\", \" following properties:\", \"\", \"Property | Type | Description\", \"-------------------|----------|-------------------------------------------------------------------------------------------------\", \"---------\", \"**`prompt`** (required) | string | The initial user prompt to start the Codex conversation.\", \"`approval-policy` | string | Approval policy for shell commands generated by the model: `untrusted`, `on-failure`, `never`.\", \"`base-instructions` | string | The set of instructions to use instead of the default ones.\", \"`config` | object | Individual [config settings](https://github.com/openai/codex/blob/main/docs/config.md#config)\", \"that will override what is in `$CODEX_HOME/config.toml`.\", \"`cwd` | string | Working directory for the session. If relative, resolved against the server process's current\", \"directory.\", \"`include-plan-tool` | boolean | Whether to include the plan tool in the conversation.\", \"`model` | string | Optional override for the model name (e.g. `o3`, `o4-mini`).\", \"`profile` | string | Configuration profile from `config.toml` to specify default options.\", \"`sandbox` | string | Sandbox mode: `read-only`, `workspace-write`, or `danger-full-access`.\", \"\", \"**`codex-reply`** - Continue a Codex session by providing the conversation id and prompt. The `codex-reply` tool takes the follo\", \"wing properties:\", \"\", \"Property | Type | Description\", \"-----------|--------|---------------------------------------------------------------\", \"**`prompt`** (required) | string | The next user prompt to continue the Codex conversation.\", \"**`conversationId`** (required) | string | The id of the conversation to continue.\", \"\", \"### Trying it Out\", \"> [!TIP]\", \"> Codex often takes a few minutes to run. To accommodate this, adjust the MCP inspector's Request and Total timeouts to 600000ms\", \" (10 minutes) under ⛭ Configuration.\", \"\", \"Use the MCP inspector and `codex mcp-server` to build a simple tic-tac-toe game with the following settings:\", \"\", \"**approval-policy:** never\", \"\", \"**prompt:** Implement a simple tic-tac-toe game with HTML, Javascript, and CSS. Write the game in a single file called index.htm\", \"l.\", \"\", \"**sandbox:** workspace-write\", \"\", \"Click \\\"Run Tool\\\" and you should see a list of events emitted from the Codex MCP server as it builds the game.\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"4e32d0\"}",{},"2554b5c3-1431-4e15-aa30-ced659d808f7",{"_95":92,"_174":-5,"_484":1352},1759287024.713929,{"_493":529,"_265":530,"_531":-5,"_45":1351},{"_489":527,"_491":1282},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,160p' codex/docs/advanced.md\\n\",\"yield_time_ms\": 1000}",{},"f1850135-5b9b-43a9-a2a5-84a0346efe6d",{"_95":92,"_174":-5,"_484":1359},{"_493":45,"_494":1357},{"_502":57,"_503":504,"_489":505,"_491":603,"_507":15},[1358],"I’ll take a look at the `codex/docs/advanced.md` file for more details on architecture.",{},"8c69a04a-04fc-46e4-8a64-79e16292b832",{"_95":519,"_174":520,"_484":1367},1759287023.9955,{"_493":45,"_494":1365},{},[1366],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 116, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# find codex/docs -name AGENTS.md -print\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"5932d6\"}",{},"91aa277d-ce10-446f-aa53-a90400f4db2e",{"_95":92,"_174":-5,"_484":1374},1759287022.978437,{"_493":529,"_265":530,"_531":-5,"_45":1373},{"_489":527,"_491":781},"{\"session_name\":\"shell\",\"chars\":\"find codex/docs -name AGENTS.md -print\\n\",\"yield_time_ms\": 1000}",{},"8bdf7046-bb92-4a55-8f0b-4f7b134c2fc7",{"_95":92,"_174":-5,"_484":1381},{"_493":45,"_494":1379},{"_502":57,"_503":504,"_489":505,"_491":1242,"_507":15},[1380],"I’ll check the docs folder for any AGENTS.md or relevant instructions.",{},"d8831dc5-f620-4654-b9c1-ca91f263db05",{"_95":519,"_174":520,"_484":1389},1759287022.284524,{"_493":45,"_494":1387},{},[1388],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 112, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# ls codex/docs\", \"CLA.md config.md faq.md license.md prompts.md zdr.md\", \"advanced.md contributing.md getting-started.md open-source-fund.md release_management.md\", \"authentication.md experimental.md install.md platform-sandboxing.md sandbox.md\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"3aad38\"}",{},"d88b5a83-dd59-4b5e-a36e-229a35d25560",{"_95":92,"_174":-5,"_484":1396},1759287021.266489,{"_493":529,"_265":530,"_531":-5,"_45":1395},{"_489":527,"_491":603},"{\"session_name\":\"shell\",\"chars\":\"ls codex/docs\\n\",\"yield_time_ms\": 1000}",{},"661f0ee6-1e3c-4d2f-a673-92bfda958600",{"_95":92,"_174":-5,"_484":1404},{"_493":45,"_494":1402},{"_502":57,"_503":504,"_489":505,"_491":1401,"_507":15},91,[1403],"I'll check the README and docs folder to see if there's an architecture guide.",{},"de93b254-fc32-497d-a630-19203d23f66a",{"_95":519,"_174":520,"_484":1412},1759287019.849785,{"_493":45,"_494":1410},{},[1411],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 111, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# rg \\\"architecture\\\" -n codex/docs\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"16e47a\"}",{},"26f0f337-83ef-473f-b09b-e82e72bc9e08",{"_95":92,"_174":-5,"_484":1420},1759287018.832442,{"_493":529,"_265":530,"_531":-5,"_45":1419},{"_489":527,"_491":1418},28,"{\"session_name\":\"shell\",\"chars\":\"rg \\\"architecture\\\" -n codex/docs\\n\",\"yield_time_ms\": 1000}",{},"bc4a5a8b-20d8-4db0-822b-f67350728bfb",{"_95":92,"_174":-5,"_484":1427},{"_493":45,"_494":1425},{"_502":57,"_503":504,"_489":505,"_491":527,"_507":15},[1426],"I think I'll search for 'architecture' to see if the docs mention it.",{},"d955c0d1-1b28-4258-9241-a6ae51657c1d",{"_95":519,"_174":520,"_484":1435},1759287017.811917,{"_493":45,"_494":1433},{},[1434],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 110, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# rg \\\"state machine\\\" -n codex\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"6902ba\"}",{},"bed186a2-13d8-4ba1-a861-dd3b84646475",{"_95":92,"_174":-5,"_484":1442},1759287016.796357,{"_493":529,"_265":530,"_531":-5,"_45":1441},{"_489":527,"_491":1418},"{\"session_name\":\"shell\",\"chars\":\"rg \\\"state machine\\\" -n codex\\n\",\"yield_time_ms\": 1000}",{},"e0eaaea4-25c3-4c3a-b2fc-63d3ac280125",{"_95":92,"_174":-5,"_484":1449},{"_493":45,"_494":1447},{"_502":57,"_503":504,"_489":505,"_491":1305,"_507":15},[1448],"I'm looking through the documentation folder for any references to \"state machine.\"",{},"2abcbc66-ec10-4bba-9af7-35be58a42452",{"_95":519,"_174":520,"_484":1457},1759287015.510537,{"_493":45,"_494":1455},{},[1456],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 107, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# ls codex\", \"AGENTS.md LICENSE PNPM.md cliff.toml codex-rs flake.lock package.json pnpm-workspace.yaml sdk\", \"CHANGELOG.md NOTICE README.md codex-cli docs flake.nix pnpm-lock.yaml scripts\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"2a7d41\"}",{},"47ecd9b1-7aa0-4f43-a0ee-74bfd4617406",{"_95":92,"_174":-5,"_484":1465},1759287014.494507,{"_493":529,"_265":530,"_531":-5,"_45":1464},{"_489":527,"_491":1463},22,"{\"session_name\":\"shell\",\"chars\":\"ls codex\\n\",\"yield_time_ms\": 1000}",{},"591cfdee-00da-4a2c-b23b-11c11836f4f9",{"_95":92,"_174":-5,"_484":1473},{"_493":45,"_494":1471},{"_502":57,"_503":504,"_489":505,"_491":1470,"_507":15},60,[1472],"I need to check the repo setup and understand its doc and any relevant instructions.",{},"ee4839b4-ea37-4de3-b11a-f42690b48963",{"_95":519,"_174":520,"_484":1481},1759287013.153588,{"_493":45,"_494":1479},{},[1480],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 17, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# cat codex/AGENTS.md\", \"# Rust/codex-rs\", \"\", \"In the codex-rs folder where the rust code lives:\", \"\", \"- Crate names are prefixed with `codex-`. For example, the `core` folder's crate is named `codex-core`\", \"- When using format! and you can inline variables into {}, always do that.\", \"- Install any commands the repo relies on (for example `just`, `rg`, or `cargo-insta`) if they aren't already available before r\", \"unning instructions here.\", \"- Never add or modify any code related to `CODEX_SANDBOX_NETWORK_DISABLED_ENV_VAR` or `CODEX_SANDBOX_ENV_VAR`.\", \" - You operate in a sandbox where `CODEX_SANDBOX_NETWORK_DISABLED=1` will be set whenever you use the `shell` tool. Any existin\", \"g code that uses `CODEX_SANDBOX_NETWORK_DISABLED_ENV_VAR` was authored with this fact in mind. It is often used to early exit ou\", \"t of tests that the author knew you would not be able to run given your sandbox limitations.\", \" - Similarly, when you spawn a process using Seatbelt (`/usr/bin/sandbox-exec`), `CODEX_SANDBOX=seatbelt` will be set on the ch\", \"ild process. Integration tests that want to run Seatbelt themselves cannot be run under Seatbelt, so checks for `CODEX_SANDBOX=s\", \"eatbelt` are also often used to early exit out of tests, as appropriate.\", \"\", \"Run `just fmt` (in `codex-rs` directory) automatically after making Rust code changes; do not ask for approval to run it. Before\", \" finalizing a change to `codex-rs`, run `just fix -p ` (in `codex-rs` directory) to fix any linter issues in the code.\", \"Prefer scoping with `-p` to avoid slow workspace‑wide Clippy builds; only run `just fix` without `-p` if you changed shared crat\", \"es. Additionally, run the tests:\", \"1. Run the test for the specific project that was changed. For example, if changes were made in `codex-rs/tui`, run `cargo test\", \"-p codex-tui`.\", \"2. Once those pass, if any changes were made in common, core, or protocol, run the complete test suite with `cargo test --all-fe\", \"atures`.\", \"When running interactively, ask the user before running `just fix` to finalize. `just fmt` does not require approval. project-sp\", \"ecific or individual tests can be run without asking the user, but do ask the user before running the complete test suite.\", \"\", \"## TUI style conventions\", \"\", \"See `codex-rs/tui/styles.md`.\", \"\", \"## TUI code conventions\", \"\", \"- Use concise styling helpers from ratatui’s Stylize trait.\", \" - Basic spans: use \\\"text\\\".into()\", \" - Styled spans: use \\\"text\\\".red(), \\\"text\\\".green(), \\\"text\\\".magenta(), \\\"text\\\".dim(), etc.\", \" - Prefer these over constructing styles with `Span::styled` and `Style` directly.\", \" - Example: patch summary file lines\", \" - Desired: vec![\\\" └ \\\".into(), \\\"M\\\".red(), \\\" \\\".dim(), \\\"tui/src/app.rs\\\".dim()]\", \"\", \"### TUI Styling (ratatui)\", \"- Prefer Stylize helpers: use \\\"text\\\".dim(), .bold(), .cyan(), .italic(), .underlined() instead of manual Style where possible.\", \"- Prefer simple conversions: use \\\"text\\\".into() for spans and vec![…].into() for lines; when inference is ambiguous (e.g., Paragr\", \"aph::new/Cell::from), use Line::from(spans) or Span::from(text).\", \"- Computed styles: if the Style is computed at runtime, using `Span::styled` is OK (`Span::from(text).set_style(style)` is also\", \"acceptable).\", \"- Avoid hardcoded white: do not use `.white()`; prefer the default foreground (no color).\", \"- Chaining: combine helpers by chaining for readability (e.g., url.cyan().underlined()).\", \"- Single items: prefer \\\"text\\\".into(); use Line::from(text) or Span::from(text) only when the target type isn’t obvious from cont\", \"ext, or when using .into() would require extra type annotations.\", \"- Building lines: use vec![…].into() to construct a Line when the target type is obvious and no extra type annotations are neede\", \"d; otherwise use Line::from(vec![…]).\", \"- Avoid churn: don’t refactor between equivalent forms (Span::styled ↔ set_style, Line::from ↔ .into()) without a clear readabil\", \"ity or functional gain; follow file‑local conventions and do not introduce type annotations solely to satisfy .into().\", \"- Compactness: prefer the form that stays on one line after rustfmt; if only one of Line::from(vec![…]) or vec![…].into() avoids\", \" wrapping, choose that. If both wrap, pick the one with fewer wrapped lines.\", \"\", \"### Text wrapping\", \"- Always use textwrap::wrap to wrap plain strings.\", \"- If you have a ratatui Line and you want to wrap it, use the helpers in tui/src/wrapping.rs, e.g. word_wrap_lines / word_wrap_l\", \"ine.\", \"- If you need to indent wrapped lines, use the initial_indent / subsequent_indent options from RtOptions if you can, rather than\", \" writing custom logic.\", \"- If you have a list of lines and you need to prefix them all with some prefix (optionally different on the first vs subsequent\", \"lines), use the `prefix_lines` helper from line_utils.\", \"\", \"## Tests\", \"\", \"### Snapshot tests\", \"\", \"This repo uses snapshot tests (via `insta`), especially in `codex-rs/tui`, to validate rendered output. When UI or text output c\", \"hanges intentionally, update the snapshots as follows:\", \"\", \"- Run tests to generate any updated snapshots:\", \" - `cargo test -p codex-tui`\", \"- Check what’s pending:\", \" - `cargo insta pending-snapshots -p codex-tui`\", \"- Review changes by reading the generated `*.snap.new` files directly in the repo, or preview a specific file:\", \" - `cargo insta show -p codex-tui path/to/file.snap.new`\", \"- Only if you intend to accept all new snapshots in this crate, run:\", \" - `cargo insta accept -p codex-tui`\", \"\", \"If you don’t have the tool:\", \"- `cargo install cargo-insta`\", \"\", \"### Test assertions\", \"\", \"- Tests should use pretty_assertions::assert_eq for clearer diffs. Import this at the top of the test module if it isn't already\", \".\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"b46606\"}",{},"aa52d843-53d4-467a-be7c-7804d9ddfe2d",{"_95":92,"_174":-5,"_484":1489},1759287012.111697,{"_493":529,"_265":530,"_531":-5,"_45":1488},{"_489":527,"_491":1487},26,"{\"session_name\":\"shell\",\"chars\":\"cat codex/AGENTS.md\\n\",\"yield_time_ms\": 1000}",{},"c512b804-7a66-41f7-83b0-477478869d75",{"_95":519,"_174":520,"_484":1497},1759287011.668251,{"_493":45,"_494":1495},{},[1496],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 15, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# find codex -name AGENTS.md -print\", \"codex/AGENTS.md\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"a19cf0\"}",{},"106cbfb0-8c5a-46dd-8e6a-ddd7ecce9ac4",{"_95":92,"_174":-5,"_484":1504},1759287010.653364,{"_493":529,"_265":530,"_531":-5,"_45":1503},{"_489":527,"_491":1259},"{\"session_name\":\"shell\",\"chars\":\"find codex -name AGENTS.md -print\\n\",\"yield_time_ms\": 1000}",{},"6fc864d5-8441-4892-bc7a-cef9ddfce753",{"_95":92,"_174":-5,"_484":1512},{"_493":45,"_494":1510},{"_502":57,"_503":504,"_489":505,"_491":1509,"_507":15},13,[1511],"I should check if the repo has an AGENTS.md file for instructions.",{},"d6907867-4edb-4aed-bb80-06726d189b88",{"_95":519,"_174":520,"_484":1520},1759287009.975986,{"_493":45,"_494":1518},{},[1519],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 15, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"1ca3f7\"}",{},"31e2e794-5412-4027-b7f8-97b5851ee4f6",{"_95":92,"_174":-5,"_484":1528},1759287008.962139,{"_493":529,"_265":530,"_531":-5,"_45":1527},{"_489":527,"_491":1526},17,"{\"session_name\":\"shell\",\"chars\":\"\",\"yield_time_ms\": 1000}",{},"c70be132-731a-4321-9e2a-b0df4ea14838",{"_95":519,"_174":520,"_484":1536},1759287008.559468,{"_493":45,"_494":1534},{},[1535],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 14, \"output\": [\"Resolving deltas: 100% (30999/30999), done.\"], \"num_elided_lines\": 0, \"chunk_id\": \"b8ea5f\"}",{},"925e179f-0dbe-465d-b068-d2e30e362a29",{"_95":92,"_174":-5,"_484":1542},1759287007.538702,{"_493":529,"_265":530,"_531":-5,"_45":1527},{"_489":527,"_491":1526},{},"80ae0ec7-7cab-4afa-a84f-cb22b1b7358c",{"_95":519,"_174":520,"_484":1550},1759287007.112249,{"_493":45,"_494":1548},{},[1549],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 12, \"output\": [\"remote: Total 44943 (delta 508), reused 319 (delta 317), pack-reused 44331 (from 3)\", \"Receiving objects: 100% (44943/44943), 62.79 MiB | 22.57 MiB/s, done.\", \"Resolving deltas: 41% (12710/30999)\"], \"num_elided_lines\": 0, \"chunk_id\": \"399c2e\"}",{},"860568bf-6c72-4a48-8abe-d5dc3a84787f",{"_95":92,"_174":-5,"_484":1556},1759287006.087069,{"_493":529,"_265":530,"_531":-5,"_45":1527},{"_489":527,"_491":1526},{},"c173f709-25ae-427a-80b3-6736fff8a384",{"_95":519,"_174":520,"_484":1564},1759287005.582274,{"_493":45,"_494":1562},{},[1563],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 12, \"output\": [\"Receiving objects: 69% (31011/44943), 37.82 MiB | 24.90 MiB/s\"], \"num_elided_lines\": 0, \"chunk_id\": \"47a93b\"}",{},"b39c7571-557e-48e2-b847-fbe93ad30108",{"_95":92,"_174":-5,"_484":1570},1759287004.555187,{"_493":529,"_265":530,"_531":-5,"_45":1527},{"_489":527,"_491":1526},{},"e01123c7-dc47-4f88-9b8e-c7bf1aade641",{"_95":92,"_174":-5,"_484":1577},{"_493":45,"_494":1575},{"_502":57,"_503":504,"_489":505,"_491":285,"_507":15},[1576],"I need to hold off for now.",{},"bf8ef41a-afba-4011-89aa-fc16136f8146",{"_95":519,"_174":520,"_484":1585},1759287004.1055,{"_493":45,"_494":1583},{},[1584],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 7, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# git clone https://github.com/openai/codex\", \"Cloning into 'codex'...\", \"remote: Enumerating objects: 44943, done.\", \"remote: Counting objects: 100% (612/612), done.\", \"remote: Compressing objects: 100% (295/295), done.\", \"Receiving objects: 14% (6293/44943)\"], \"num_elided_lines\": 0, \"chunk_id\": \"40fbc9\"}",{},"d2573c23-58f4-49b6-bb01-6b15e6c3287b",{"_95":92,"_174":-5,"_484":1592},1759287003.043569,{"_493":529,"_265":530,"_531":-5,"_45":1591},{"_489":527,"_491":781},"{\"session_name\":\"shell\",\"chars\":\"git clone https://github.com/openai/codex\\n\",\"yield_time_ms\": 1000}",{},"a89d71d3-f900-45e6-8db2-0b62eb3c507c",{"_95":92,"_174":-5,"_484":1600},{"_493":45,"_494":1598},{"_502":57,"_503":504,"_489":505,"_491":1597,"_507":15},50,[1599],"I should clone the repo to check the source code and prepare an answer file.",{},"c7b4bc18-aabc-445e-9d28-f07e1be25b0b",{"_95":519,"_174":520,"_484":1608},1759287002.120732,{"_493":45,"_494":1606},{},[1607],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 6, \"output\": [\"root@8eb97c55e9be:/workspace/codex-scratchpad# find .. -name AGENTS.md -print\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"77cbba\"}",{},"72bb25b1-d2bc-460c-be32-39e4a949c7bc",{"_95":92,"_174":-5,"_484":1615},1759287001.105292,{"_493":529,"_265":530,"_531":-5,"_45":1614},{"_489":527,"_491":1418},"{\"session_name\":\"shell\",\"chars\":\"find .. -name AGENTS.md -print\\n\",\"yield_time_ms\": 1000}",{},"ea12cde1-c2d9-49bf-bd5b-f2fc297649f3",{"_95":92,"_174":-5,"_484":1622},{"_493":45,"_494":1620},{"_502":57,"_503":504,"_489":505,"_491":490,"_507":15},[1621],"I need to find the AGENTS.md file to check for any instructions.",{},"a89c4f19-86a8-4b71-ae2a-f23fad44f37d",{"_95":519,"_174":520,"_484":1630},1759287000.56766,{"_493":45,"_494":1628},{},[1629],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 3, \"output\": [\"root@8eb97c55e9be:/workspace# cd codex-scratchpad\", \"root@8eb97c55e9be:/workspace/codex-scratchpad# ls\", \"README.md requirements.txt\", \"root@8eb97c55e9be:/workspace/codex-scratchpad#\"], \"num_elided_lines\": 0, \"chunk_id\": \"6f0614\"}",{},"0d6d9511-8674-46f2-9d13-261f6df56202",{"_95":92,"_174":-5,"_484":1637},1759286999.551839,{"_493":529,"_265":530,"_531":-5,"_45":1636},{"_489":717,"_491":1305},"{\"session_name\":\"shell\",\"chars\":\"cd codex-scratchpad\\nls\\n\",\"yield_time_ms\": 1000}",{},"8be892ca-294f-40cc-be1d-e2a6687ef9de",{"_95":519,"_174":520,"_484":1645},1759286999.147821,{"_493":45,"_494":1643},{},[1644],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 0, \"output\": [\"ls\", \"root@8eb97c55e9be:/workspace# ls\", \"codex-scratchpad\", \"root@8eb97c55e9be:/workspace#\"], \"num_elided_lines\": 0, \"chunk_id\": \"dd066d\"}",{},"04ad87aa-c722-4152-b15c-201af78dee25",{"_95":92,"_174":-5,"_484":1653},1759286998.081405,{"_493":529,"_265":530,"_531":-5,"_45":1652},{"_489":717,"_491":1651},21,"{\"session_name\":\"shell\",\"chars\":\"ls\\n\",\"yield_time_ms\": 1000}",{},"ecbcdf51-3405-433f-81d2-76b3ccba65a9",{"_95":519,"_174":1661,"_484":1662},1759286996.520797,{"_493":45,"_494":1659},{},[1660],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 0, \"output\": [], \"num_elided_lines\": 0, \"chunk_id\": \"94f8aa\"}","container.new_session",{},"830f05d5-6696-4d5a-9898-cba750f9d37d",{"_95":92,"_174":-5,"_484":1670},1759286996.291581,{"_493":529,"_265":530,"_531":-5,"_45":1669},{"_489":527,"_491":1668},7,"{\"session_name\":\"shell\"}",{},"0462c905-61dd-4a93-b2a0-ddbfbfa88e8a",{"_95":92,"_174":-5,"_484":1677},{"_493":45,"_494":1675},{"_502":57,"_503":504,"_489":505,"_491":1668,"_507":15},[1676],"I'll look for the AGENTS.md instructions now.",{},"59578cd4-a948-471f-97c8-97bdc121b601",{"_95":304,"_174":-5,"_484":1689},1759286995.6715,{"_493":45,"_494":1687},{"_1683":1684},"l1239dk1",{"_1685":1686},"inline_comments",[],[1688],"Git clone https://github.com/openai/codex and analyze the source code to answer this question (save the answer in answer.md and push to this repo)\n\n> A little off-topic but I’ve been waiting for a post by someone who’s built something like Claude Code or Codex that can explain how the state machine works for execution.\n>\n> Clearly it’s not just a good system prompt and hoping for the best. Obviously they’ve both got fairly good algorithms for working toward whatever the user asked for incrementally, handling expectable errors, changing course if necessary, etc.\n>\n> I mean ultimately it’s gotta be a really big flow chart that results in the LLM getting prompted various ways in all kinds of directions before ultimately converging on the final response, right? Or am I way off-base?\n>\n> Has anyone seen such a post explaining this architecture / state machine / algorithm?",{},1759287165.081536,"Completing the task","event_type","info",{"_91":1728,"_1729":293,"_1730":1731,"_1732":1733,"_1734":-5},{"_91":1720,"_95":92,"_478":1721},{"_91":1697,"_1698":1699},"partial_repo_snapshot","files",[1700],{"_159":1701,"_1702":-5,"_1703":1704,"_1705":-5},"answer.md","contents","line_range_contents",[1706],"missing_reason",{"_1707":307,"_1708":1526,"_478":1709,"_1710":57},"line_range_start","line_range_end",[1711,188,1712,188,1713,188,1714,188,1715,188,1716,188,1717,188,1718,188,1719],"contains_end_of_file","# How Codex Orchestrates a Coding Session","The open-source Codex CLI is structured around an explicit event/state machine rather than a single prompt. When a session starts, `Codex::spawn` wires up submission and event channels, creates a `Session`, and launches an async `submission_loop` that keeps running until shutdown.【F:codex/codex-rs/core/src/codex.rs†L180-L227】【F:codex/codex-rs/core/src/codex.rs†L1103-L1485】 A `Session` owns the durable pieces of state (conversation history, approved commands, token/rate-limit data) alongside service handles such as the rollout recorder and MCP/tool managers.【F:codex/codex-rs/core/src/codex.rs†L262-L272】【F:codex/codex-rs/core/src/state/session.rs†L1-L80】【F:codex/codex-rs/core/src/state/service.rs†L1-L18】 Per-turn concerns live in `ActiveTurn`/`TurnState`, which track the running task, pending approvals, and queued user input that arrives while the model is busy.【F:codex/codex-rs/core/src/state/turn.rs†L1-L115】 The combination of these structs is the in-memory state machine that front-ends like the TUI query and manipulate.","## Submission loop and task management","All user-facing actions (`/interrupt`, `/review`, `/model`, etc.) become `Op` submissions. The `submission_loop` matches on each op to mutate the turn context or dispatch work: it can override the model/cwd, enqueue extra user input into the active turn, spawn a new task when no turn is running, start review/compact tasks, or shut everything down cleanly.【F:codex/codex-rs/core/src/codex.rs†L1103-L1485】 When a new task is needed, `Session::spawn_task` first aborts any existing task, records the new `RunningTask` in `ActiveTurn`, and ensures only one task runs at a time. Completion and abort events are emitted in one place so the UI can render consistent lifecycle transitions.【F:codex/codex-rs/core/src/tasks/mod.rs†L59-L163】 Because user input can arrive mid-turn, `inject_input` either buffers it on the current turn or hands it back to start a fresh turn, keeping the state machine responsive.【F:codex/codex-rs/core/src/codex.rs†L1015-L1034】【F:codex/codex-rs/core/src/codex.rs†L1212-L1309】 Review requests spin up a dedicated review task that swaps in review-specific prompts, models, and isolated history before emitting mode-change events, illustrating how the loop branches into specialized substates.【F:codex/codex-rs/core/src/codex.rs†L1487-L1571】 ","## Turn execution loop","`run_task` is the inner driver. It records the user’s message, prepares turn-specific history (isolated for review threads, shared otherwise), and then repeatedly calls `run_turn` until the model stops requesting tool calls. Each iteration processes pending buffered input, dispatches tool results, watches token limits, and emits TaskStarted/TurnDiff/UserNotification events to external observers.【F:codex/codex-rs/core/src/codex.rs†L1574-L1871】 If the turn ends normally the last assistant message is preserved; if it errors or the user interrupts, abort events flow back out so the UI can recover.【F:codex/codex-rs/core/src/codex.rs†L1801-L1850】","`run_turn` encapsulates the API interaction: it builds the prompt (including tool availability and optional JSON schemas), retries streaming failures with exponential backoff, and surfaces retry diagnostics to the user. Every streamed item is processed immediately so secondary state machines (token usage, diff tracking, MCP client list) stay in sync.【F:codex/codex-rs/core/src/codex.rs†L1900-L1962】 Inside `try_run_turn`, Codex normalizes missing tool call completions, persists turn context snapshots, and drives the streaming response. Each `ResponseItem` triggers handler logic that either queues another `ResponseInputItem` (for tool outputs) or emits UI events (for assistant/reasoning/web-search messages).【F:codex/codex-rs/core/src/codex.rs†L1980-L2166】 The core handler supports built-in tools, MCP tools, local shell commands, and custom tool outputs, logging telemetry and packaging the result back to the model with success metadata.【F:codex/codex-rs/core/src/codex.rs†L2177-L2299】 This loop continues until the model produces a pure assistant message, at which point Codex records the message, sends user notifications, and exits the task state.【F:codex/codex-rs/core/src/codex.rs†L1748-L1835】 ","## Putting it together","The architecture is therefore a queue-driven state machine layered over explicit session/turn structs. Submissions mutate top-level session state, spawn or replace turn tasks, and the task loop alternates between streaming model output and executing tools until a stable assistant answer emerges. The separation between durable session data, per-turn mutable state, and async task orchestration is what lets Codex “course correct,” retry, or branch into review/compact flows instead of relying on a single prompt. That end-to-end lifecycle is fully visible in the open-source code above, providing the detailed architecture overview the original question was looking for.","message",[1722,1723,1724],{"_493":45,"_45":1727},{"_493":1726,"_159":1701,"_1707":307,"_1708":1526},{"_493":45,"_45":1725},"\n\n**Testing**\n* ⚠️ Not run (not requested)","repo_file_citation","**Summary**\n* Added `answer.md` explaining the Codex CLI’s queue-driven session/turn state machine, including submission handling, task orchestration, and the iterative turn-processing loop with citations into the upstream source code.","pr","pr_title","pr_message","## Summary\n- add answer.md capturing how the Codex CLI orchestrates sessions as a state machine\n- document queue-driven submission loop, task management, and turn execution flow with citations\n\n## Testing\n- not run","output_diff",{"_91":1732,"_1735":185,"_127":128,"_1736":-5,"_303":1737,"_1738":1739,"_1740":307,"_1741":1526,"_1742":31,"_1743":293,"_1744":-5},"pre_apply_patch","repo_id","preapply_patch_base_commit_sha","diff --git a/answer.md b/answer.md\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..27f186d51d57489e7db8adebbd4066209016a513\n--- /dev/null\n+++ b/answer.md\n@@ -0,0 +1,17 @@\n+# How Codex Orchestrates a Coding Session\n+\n+The open-source Codex CLI is structured around an explicit event/state machine rather than a single prompt. When a session starts, `Codex::spawn` wires up submission and event channels, creates a `Session`, and launches an async `submission_loop` that keeps running until shutdown.【F:codex/codex-rs/core/src/codex.rs†L180-L227】【F:codex/codex-rs/core/src/codex.rs†L1103-L1485】 A `Session` owns the durable pieces of state (conversation history, approved commands, token/rate-limit data) alongside service handles such as the rollout recorder and MCP/tool managers.【F:codex/codex-rs/core/src/codex.rs†L262-L272】【F:codex/codex-rs/core/src/state/session.rs†L1-L80】【F:codex/codex-rs/core/src/state/service.rs†L1-L18】 Per-turn concerns live in `ActiveTurn`/`TurnState`, which track the running task, pending approvals, and queued user input that arrives while the model is busy.【F:codex/codex-rs/core/src/state/turn.rs†L1-L115】 The combination of these structs is the in-memory state machine that front-ends like the TUI query and manipulate.\n+\n+## Submission loop and task management\n+\n+All user-facing actions (`/interrupt`, `/review`, `/model`, etc.) become `Op` submissions. The `submission_loop` matches on each op to mutate the turn context or dispatch work: it can override the model/cwd, enqueue extra user input into the active turn, spawn a new task when no turn is running, start review/compact tasks, or shut everything down cleanly.【F:codex/codex-rs/core/src/codex.rs†L1103-L1485】 When a new task is needed, `Session::spawn_task` first aborts any existing task, records the new `RunningTask` in `ActiveTurn`, and ensures only one task runs at a time. Completion and abort events are emitted in one place so the UI can render consistent lifecycle transitions.【F:codex/codex-rs/core/src/tasks/mod.rs†L59-L163】 Because user input can arrive mid-turn, `inject_input` either buffers it on the current turn or hands it back to start a fresh turn, keeping the state machine responsive.【F:codex/codex-rs/core/src/codex.rs†L1015-L1034】【F:codex/codex-rs/core/src/codex.rs†L1212-L1309】 Review requests spin up a dedicated review task that swaps in review-specific prompts, models, and isolated history before emitting mode-change events, illustrating how the loop branches into specialized substates.【F:codex/codex-rs/core/src/codex.rs†L1487-L1571】 \n+\n+## Turn execution loop\n+\n+`run_task` is the inner driver. It records the user’s message, prepares turn-specific history (isolated for review threads, shared otherwise), and then repeatedly calls `run_turn` until the model stops requesting tool calls. Each iteration processes pending buffered input, dispatches tool results, watches token limits, and emits TaskStarted/TurnDiff/UserNotification events to external observers.【F:codex/codex-rs/core/src/codex.rs†L1574-L1871】 If the turn ends normally the last assistant message is preserved; if it errors or the user interrupts, abort events flow back out so the UI can recover.【F:codex/codex-rs/core/src/codex.rs†L1801-L1850】\n+\n+`run_turn` encapsulates the API interaction: it builds the prompt (including tool availability and optional JSON schemas), retries streaming failures with exponential backoff, and surfaces retry diagnostics to the user. Every streamed item is processed immediately so secondary state machines (token usage, diff tracking, MCP client list) stay in sync.【F:codex/codex-rs/core/src/codex.rs†L1900-L1962】 Inside `try_run_turn`, Codex normalizes missing tool call completions, persists turn context snapshots, and drives the streaming response. Each `ResponseItem` triggers handler logic that either queues another `ResponseInputItem` (for tool outputs) or emits UI events (for assistant/reasoning/web-search messages).【F:codex/codex-rs/core/src/codex.rs†L1980-L2166】 The core handler supports built-in tools, MCP tools, local shell commands, and custom tool outputs, logging telemetry and packaging the result back to the model with success metadata.【F:codex/codex-rs/core/src/codex.rs†L2177-L2299】 This loop continues until the model produces a pure assistant message, at which point Codex records the message, sends user notifications, and exits the task state.【F:codex/codex-rs/core/src/codex.rs†L1748-L1835】 \n+\n+## Putting it together\n+\n+The architecture is therefore a queue-driven state machine layered over explicit session/turn structs. Submissions mutate top-level session state, spawn or replace turn tasks, and the task loop alternates between streaming model output and executing tools until a stable assistant answer emerges. The separation between durable session data, per-turn mutable state, and async task orchestration is what lets Codex “course correct,” retry, or branch into review/compact flows instead of relying on a single prompt. That end-to-end lifecycle is fully visible in the open-source code above, providing the detailed architecture overview the original question was looking 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