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2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 0 | ai-title | session_metadata | {"type": "ai-title", "aiTitle": "set-model-fable", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 1 | agent-name | session_metadata | {"type": "agent-name", "agentName": "set-model-fable", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 2 | ai-title | session_metadata | {"type": "ai-title", "aiTitle": "set-model-fable", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 3 | agent-name | session_metadata | {"type": "agent-name", "agentName": "set-model-fable", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 4 | mode | session_metadata | {"type": "mode", "mode": "normal", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 5 | permission-mode | session_metadata | {"type": "permission-mode", "permissionMode": "bypassPermissions", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 6 | file-history-snapshot | file_snapshot | {"type": "file-history-snapshot", "messageId": "af953362-030f-401f-b364-a98080498304", "snapshot": {"messageId": "af953362-030f-401f-b364-a98080498304", "trackedFileBackups": {}, "timestamp": "2026-07-06T16:15:52.295Z"}, "isSnapshotUpdate": false} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 7 | file-history-snapshot | file_snapshot | {"type": "file-history-snapshot", "messageId": "d2757b31-fe26-4dd2-94fc-06069414bcd8", "snapshot": {"messageId": "d2757b31-fe26-4dd2-94fc-06069414bcd8", "trackedFileBackups": {}, "timestamp": "2026-07-06T16:20:23.340Z"}, "isSnapshotUpdate": false} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 8 | 2026-07-06T16:15:42.242Z | attachment | environment_or_hook_context | {"parentUuid": null, "isSidechain": false, "attachment": {"type": "hook_success", "hookName": "SessionStart:startup", "toolUseID": "8913a3bb-edd9-4a55-9424-ec0475cc2eac", "hookEvent": "SessionStart", "content": "", "stdout": "{\"hookSpecificOutput\":{\"hookEventName\":\"SessionStart\",\"additionalContext\":\"ARS (acade... | ||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 9 | 2026-07-06T16:15:42.243Z | attachment | environment_or_hook_context | {"parentUuid": "ab50d1cd-13ae-426b-9651-f60cd6a92e69", "isSidechain": false, "attachment": {"type": "hook_success", "hookName": "SessionStart:startup", "toolUseID": "8913a3bb-edd9-4a55-9424-ec0475cc2eac", "hookEvent": "SessionStart", "content": "", "stdout": "{\n \"hookSpecificOutput\": {\n \"hookEventName\": \"Ses... | ||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 10 | 2026-07-06T16:15:42.243Z | attachment | environment_or_hook_context | {"parentUuid": "01e200a6-f7df-4e43-b678-ed29960c96bc", "isSidechain": false, "attachment": {"type": "hook_additional_context", "content": ["ARS (academic-research-skills) plugin loaded.\n\nSlash commands (16) — light modes pin sonnet in frontmatter; the three heavy modes inherit the session model (the v3.7.0 opus floor... | ||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 11 | 2026-07-06T16:15:52.295Z | user | user | user_instruction_or_command_output | <local-command-caveat>Caveat: The messages below were generated by the user while running local commands. DO NOT respond to these messages or otherwise consider them in your response unless the user explicitly asks you to.</local-command-caveat> | {"parentUuid": "8f51f62a-a741-44e5-8569-9d66f588c9c6", "isSidechain": false, "promptId": "25369138-1551-45b3-8643-f6e9ba540a8f", "type": "user", "message": {"role": "user", "content": "<local-command-caveat>Caveat: The messages below were generated by the user while running local commands. DO NOT respond to these messa... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 12 | 2026-07-06T16:15:52.295Z | user | user | user_instruction_or_command_output | <command-name>/model</command-name> <command-message>model</command-message> <command-args>claude-fable-5</command-args> | {"parentUuid": "6f0bee76-076e-476c-be43-227e98e8c722", "isSidechain": false, "promptId": "25369138-1551-45b3-8643-f6e9ba540a8f", "type": "user", "message": {"role": "user", "content": "<command-name>/model</command-name>\n <command-message>model</command-message>\n <command-args>claude-fable-5</co... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 13 | 2026-07-06T16:15:52.295Z | user | user | user_instruction_or_command_output | <local-command-stdout>Set model to [1mFable 5[22m and saved as your default for new sessions[2m[22m [2m .claude/settings.local.json pins [1mOpus 4.8[22m[2m — that applies on restart[22m</local-command-stdout> | {"parentUuid": "af953362-030f-401f-b364-a98080498304", "isSidechain": false, "promptId": "25369138-1551-45b3-8643-f6e9ba540a8f", "type": "user", "message": {"role": "user", "content": "<local-command-stdout>Set model to \u001b[1mFable 5\u001b[22m and saved as your default for new sessions\u001b[2m\u001b[22m\n\u001b[2m ... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 14 | 2026-07-06T16:15:56.915Z | assistant | assistant | assistant_reasoning_or_response | No response requested. | {"parentUuid": "2fd49dee-48f5-4ec3-b6f4-4732829ea36c", "isSidechain": false, "type": "assistant", "uuid": "00d7f9fe-b82f-4b17-a324-0fe53c62de49", "timestamp": "2026-07-06T16:15:56.915Z", "message": {"id": "4169d39d-7d66-4346-b4bd-b8702b6b4a2f", "container": null, "model": "<synthetic>", "role": "assistant", "stop_detai... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 15 | 2026-07-06T16:15:56.927Z | attachment | environment_or_hook_context | {"parentUuid": "00d7f9fe-b82f-4b17-a324-0fe53c62de49", "isSidechain": false, "attachment": {"type": "hook_success", "hookName": "SessionStart:resume", "toolUseID": "be00d337-d806-462e-91be-2f9ef680fcab", "hookEvent": "SessionStart", "content": "", "stdout": "{\"hookSpecificOutput\":{\"hookEventName\":\"SessionStart\",\... | ||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 16 | 2026-07-06T16:15:56.928Z | attachment | environment_or_hook_context | {"parentUuid": "8494b1f0-c9a5-47fb-bc1e-212d5ea48b12", "isSidechain": false, "attachment": {"type": "hook_additional_context", "content": ["ARS plugin still loaded after resume. Slash commands: /ars-full /ars-plan /ars-outline /ars-revision /ars-revision-coach /ars-rebuttal-audit /ars-abstract /ars-lit-review /ars-3w /... | ||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 17 | 2026-07-06T16:20:23.340Z | user | user | user_instruction_or_command_output | Now you are in the autoresearch branch of flamingo_repo. Look at the past commit messages and the repository layout. The previous work of this repo is largely done by humans, including the src/ containing source code, and the notebooks/ which contains my experiment on some topics. For my paper topic, I am investigating... | /scratch/scratch-lxu/flamingo_repo/autoresearch/fable_5_plan.;/scratch/scratch-lxu/flamingo_repo/autoresearch/fable_5_plan | {"parentUuid": "94cb6b33-10e0-4a77-8e24-3f32fdb02146", "isSidechain": false, "promptId": "cc2f476b-02ff-4e7b-a1d9-a622aa724ba2", "type": "user", "message": {"role": "user", "content": "Now you are in the autoresearch branch of flamingo_repo. Look at the past commit messages and the repository layout. The previous work ... | |
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 18 | 2026-07-06T16:20:23.339Z | attachment | environment_or_hook_context | {"parentUuid": "d2757b31-fe26-4dd2-94fc-06069414bcd8", "isSidechain": false, "attachment": {"type": "deferred_tools_delta", "addedNames": ["CronCreate", "CronDelete", "CronList", "EnterPlanMode", "ExitPlanMode", "ExitWorktree", "ListMcpResourcesTool", "NotebookEdit", "ReadMcpResourceTool", "ScheduleWakeup", "TaskCreate... | ||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 19 | 2026-07-06T16:20:23.339Z | attachment | environment_or_hook_context | {"parentUuid": "cfdc93ce-c71e-44d7-9c09-2cc76b33bf95", "isSidechain": false, "attachment": {"type": "skill_listing", "content": "- code-review: Reviews proposed changes to hmfast for correctness, JAX compatibility, API layering, test coverage, and hardware-cost surprises. Use when the user asks for a review, a sanity c... | ||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 20 | last-prompt | session_metadata | {"type": "last-prompt", "lastPrompt": "Now you are in the autoresearch branch of flamingo_repo. Look at the past commit messages and the repository layout. The previous work of this repo is largely done by humans, including the src/ contai…", "leafUuid": "9cf74327-a1e9-4d35-82c3-359c3c63a9d5", "sessionId": "9243a913-f7... | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 21 | ai-title | session_metadata | {"type": "ai-title", "aiTitle": "set-model-fable", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 22 | agent-name | session_metadata | {"type": "agent-name", "agentName": "set-model-fable", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 23 | mode | session_metadata | {"type": "mode", "mode": "normal", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 24 | permission-mode | session_metadata | {"type": "permission-mode", "permissionMode": "bypassPermissions", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 25 | 2026-07-06T16:20:44.753Z | assistant | assistant | assistant_reasoning_or_response | [thinking] | {"parentUuid": "9cf74327-a1e9-4d35-82c3-359c3c63a9d5", "isSidechain": false, "message": {"model": "claude-fable-5", "id": "msg_01Gfb9Sfm2MeXpebWu4X3wmB", "type": "message", "role": "assistant", "content": [{"type": "thinking", "thinking": "", "signature": "CAIS4xoKYggPGAIqQE6EMWTzL6BeUrp3oIooQlIW54Dx1zt+ea67jsmiM2+Tq+R... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 26 | 2026-07-06T16:20:45.672Z | assistant | assistant | assistant_reasoning_or_response | HONEY. I'll start by invoking the writing-plans skill since this is a multi-step planning task, then survey the repo (past commits, notebooks, the previous Opus run's results) before writing the plan. | {"parentUuid": "9546317e-287d-439b-af72-04f41439eae8", "isSidechain": false, "message": {"model": "claude-fable-5", "id": "msg_01Gfb9Sfm2MeXpebWu4X3wmB", "type": "message", "role": "assistant", "content": [{"type": "text", "text": "HONEY.\n\nI'll start by invoking the writing-plans skill since this is a multi-step plan... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 27 | 2026-07-06T16:20:46.400Z | assistant | assistant | tool_use | Skill | [tool_use: Skill] {"skill": "superpowers:writing-plans", "args": "Research project plan for joint CNC + masked-tSZ power spectrum analysis on FLAMINGO, to be written in autoresearch/fable_5_plan/"} | {"parentUuid": "f3ed575c-0bc4-44bb-829c-58c315ba6811", "isSidechain": false, "message": {"model": "claude-fable-5", "id": "msg_01Gfb9Sfm2MeXpebWu4X3wmB", "type": "message", "role": "assistant", "content": [{"type": "tool_use", "id": "toolu_01SrhQu3fV1L2vJrVgouNMVB", "name": "Skill", "input": {"skill": "superpowers:writ... | |
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 28 | 2026-07-06T16:20:46.425Z | user | user | tool_result | [tool_result] Launching skill: superpowers:writing-plans | {"parentUuid": "632ac383-2b54-4c18-a290-6b76123adae1", "isSidechain": false, "promptId": "cc2f476b-02ff-4e7b-a1d9-a622aa724ba2", "type": "user", "message": {"role": "user", "content": [{"type": "tool_result", "tool_use_id": "toolu_01SrhQu3fV1L2vJrVgouNMVB", "content": "Launching skill: superpowers:writing-plans"}]}, "u... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 29 | 2026-07-06T16:20:46.424Z | user | user | user_instruction_or_command_output | Base directory for this skill: /home/lxu/.claude/plugins/cache/claude-plugins-official/superpowers/6.1.1/skills/writing-plans # Writing Plans ## Overview Write comprehensive implementation plans assuming the engineer has zero context for our codebase and questionable taste. Document everything they need to know: whi... | /home/lxu/.claude/plugins/cache/claude-plugins-official/superpowers/6.1.1/skills/writing-plans | {"parentUuid": "73771a89-aa2a-41e8-a7b6-f5e0f2550b84", "isSidechain": false, "promptId": "cc2f476b-02ff-4e7b-a1d9-a622aa724ba2", "type": "user", "message": {"role": "user", "content": [{"type": "text", "text": "Base directory for this skill: /home/lxu/.claude/plugins/cache/claude-plugins-official/superpowers/6.1.1/skil... | |
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 30 | 2026-07-06T16:20:46.424Z | attachment | environment_or_hook_context | {"parentUuid": "a4f0f640-fa7f-473b-bfe4-9d56c6e24c76", "isSidechain": false, "attachment": {"type": "command_permissions", "allowedTools": []}, "type": "attachment", "uuid": "a6a43fa8-5721-46de-84dd-9d91fa449523", "timestamp": "2026-07-06T16:20:46.424Z", "sessionKind": "bg", "userType": "external", "entrypoint": "cli",... | ||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 31 | 2026-07-06T16:20:54.958Z | assistant | assistant | assistant_reasoning_or_response | [thinking] | {"parentUuid": "a6a43fa8-5721-46de-84dd-9d91fa449523", "isSidechain": false, "message": {"model": "claude-fable-5", "id": "msg_019HzXUgvemcdw71iRqPnCBV", "type": "message", "role": "assistant", "content": [{"type": "thinking", "thinking": "", "signature": "CAIStQcKYggPGAIqQKaqH8DOKa1wBMAcXbuLT6sx/dknQt58Q7/f+dPIwBKkM/b... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 32 | 2026-07-06T16:20:54.958Z | assistant | assistant | assistant_reasoning_or_response | [thinking] | {"parentUuid": "5608960b-838d-44e9-a564-992d955bc6f7", "isSidechain": false, "message": {"model": "claude-fable-5", "id": "msg_019HzXUgvemcdw71iRqPnCBV", "type": "message", "role": "assistant", "content": [{"type": "thinking", "thinking": "", "signature": "CAIS4QMKYwgPGAIqQAjEBFMZW9h/GUSBLrHutwPH3Rkbgx0sjxklK8tt8590X9V... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 33 | 2026-07-06T16:20:56.878Z | assistant | assistant | tool_use | Bash | [tool_use: Bash] {"command": "git log --oneline -40 && echo ---- && ls autoresearch/ && echo ---- && ls autoresearch/fable_5_plan/ 2>/dev/null; ls autoresearch/opus_4.8_v1/", "description": "Show git log and autoresearch layout"} | {"parentUuid": "785af97b-ff75-4aa1-8105-5c0e4abb1d60", "isSidechain": false, "message": {"model": "claude-fable-5", "id": "msg_019HzXUgvemcdw71iRqPnCBV", "type": "message", "role": "assistant", "content": [{"type": "tool_use", "id": "toolu_01ARJhm9nHwWQSkYNuwZd98i", "name": "Bash", "input": {"command": "git log --oneli... | |
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 34 | 2026-07-06T16:20:56.963Z | attachment | environment_or_hook_context | {"parentUuid": "d97343e2-0df7-4a89-9f2a-ae6c6298347d", "isSidechain": false, "attachment": {"type": "hook_success", "hookName": "PreToolUse:Bash", "toolUseID": "toolu_01ARJhm9nHwWQSkYNuwZd98i", "hookEvent": "PreToolUse", "content": "", "stdout": "{\"hookSpecificOutput\": {\"hookEventName\": \"PreToolUse\"}}\n", "stderr... | ||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 35 | 2026-07-06T16:20:57.014Z | user | user | tool_result | [tool_result] 6265b89 Rewrite CLAUDE.md and AGENTS.md for autoresearch branch bb7ff84 Organize autoresearch/ results under opus_4.8_v1/ 7098144 Restore autoresearch/ previous-results folder on autoresearch branch e57c13a Add rotation-group map builder and tSZ PS notebook for L2p8 lc0. 3252c1b Add L2p8 lc0 shell-sum tSZ... | {"parentUuid": "d97343e2-0df7-4a89-9f2a-ae6c6298347d", "isSidechain": false, "promptId": "cc2f476b-02ff-4e7b-a1d9-a622aa724ba2", "type": "user", "message": {"role": "user", "content": [{"tool_use_id": "toolu_01ARJhm9nHwWQSkYNuwZd98i", "type": "tool_result", "content": "6265b89 Rewrite CLAUDE.md and AGENTS.md for autore... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 36 | 2026-07-06T16:20:57.687Z | assistant | assistant | tool_use | Bash | [tool_use: Bash] {"command": "ls notebooks/ && echo ---- && ls scripts/ && echo ---- && ls src/flamingo/", "description": "List notebooks, scripts, and package modules"} | {"parentUuid": "4d73c827-1e3c-44f2-a66a-028bf3264b43", "isSidechain": false, "message": {"model": "claude-fable-5", "id": "msg_019HzXUgvemcdw71iRqPnCBV", "type": "message", "role": "assistant", "content": [{"type": "tool_use", "id": "toolu_01VeSxFsEKYFJv7tYPeuwMtG", "name": "Bash", "input": {"command": "ls notebooks/ &... | |
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 37 | 2026-07-06T16:20:57.769Z | attachment | environment_or_hook_context | {"parentUuid": "bcfdc78d-7d8f-499a-9e2f-5df03ba3794b", "isSidechain": false, "attachment": {"type": "hook_success", "hookName": "PreToolUse:Bash", "toolUseID": "toolu_01VeSxFsEKYFJv7tYPeuwMtG", "hookEvent": "PreToolUse", "content": "", "stdout": "{\"hookSpecificOutput\": {\"hookEventName\": \"PreToolUse\"}}\n", "stderr... | ||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 38 | 2026-07-06T16:20:57.789Z | user | user | tool_result | [tool_result] 01_catalogue_investigation.ipynb 02_cluster_map_investigation.ipynb 03_stacked_pressure_profiles.ipynb 04_stacked_profiles_by_q.ipynb 05_tsz_power_spectrum.ipynb 06_masked_tsz_power_spectrum.ipynb 07_mass_redshift_masked_tsz.ipynb 08_halo_mass_function.ipynb 09_cluster_number_counts.ipynb 10_tsz_ps_white_... | {"parentUuid": "bcfdc78d-7d8f-499a-9e2f-5df03ba3794b", "isSidechain": false, "promptId": "cc2f476b-02ff-4e7b-a1d9-a622aa724ba2", "type": "user", "message": {"role": "user", "content": [{"tool_use_id": "toolu_01VeSxFsEKYFJv7tYPeuwMtG", "type": "tool_result", "content": "01_catalogue_investigation.ipynb\n02_cluster_map_i... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 39 | last-prompt | session_metadata | {"type": "last-prompt", "lastPrompt": "Now you are in the autoresearch branch of flamingo_repo. Look at the past commit messages and the repository layout. The previous work of this repo is largely done by humans, including the src/ contai…", "leafUuid": "172cfaaf-7df7-4224-a6fe-5935edf5d75c", "sessionId": "9243a913-f7... | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 40 | ai-title | session_metadata | {"type": "ai-title", "aiTitle": "set-model-fable", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 41 | agent-name | session_metadata | {"type": "agent-name", "agentName": "set-model-fable", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 42 | mode | session_metadata | {"type": "mode", "mode": "normal", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 43 | permission-mode | session_metadata | {"type": "permission-mode", "permissionMode": "bypassPermissions", "sessionId": "9243a913-f7ca-4f1b-8f37-8f9fb818012a"} | |||||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 44 | 2026-07-06T16:21:04.016Z | assistant | assistant | assistant_reasoning_or_response | [thinking] | {"parentUuid": "172cfaaf-7df7-4224-a6fe-5935edf5d75c", "isSidechain": false, "message": {"model": "claude-fable-5", "id": "msg_016ZbL49FNujE2TEdzY4Xra7", "type": "message", "role": "assistant", "content": [{"type": "thinking", "thinking": "", "signature": "CAIS7gIKYggPGAIqQMxFGI1n9YnX27a4TcosS1aBqTJBAXgpMtOCBK+4huQpUYL... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 45 | 2026-07-06T16:21:04.021Z | assistant | assistant | assistant_reasoning_or_response | Now let me read the previous Opus run's report and dispatch an Explore agent to sweep the notebooks for method context in parallel. | {"parentUuid": "df484ce6-a736-4fb3-92e5-d663b547631c", "isSidechain": false, "message": {"model": "claude-fable-5", "id": "msg_016ZbL49FNujE2TEdzY4Xra7", "type": "message", "role": "assistant", "content": [{"type": "text", "text": "Now let me read the previous Opus run's report and dispatch an Explore agent to sweep th... | ||
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 46 | 2026-07-06T16:21:05.012Z | assistant | assistant | tool_use | Read | [tool_use: Read] {"file_path": "/scratch/scratch-lxu/flamingo_repo/autoresearch/opus_4.8_v1/REPORT.md"} | /scratch/scratch-lxu/flamingo_repo/autoresearch/opus_4.8_v1/REPORT.md | {"parentUuid": "321f9946-7571-4212-9ff9-e60f4d222e21", "isSidechain": false, "message": {"model": "claude-fable-5", "id": "msg_016ZbL49FNujE2TEdzY4Xra7", "type": "message", "role": "assistant", "content": [{"type": "tool_use", "id": "toolu_01HcixNMYom2LVqmPYKvFgRx", "name": "Read", "input": {"file_path": "/scratch/scra... |
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 47 | 2026-07-06T16:21:05.028Z | user | user | tool_result | [tool_result] 1 # REPORT: Universal theory for the masked tSZ power spectrum 2 3 **Goal.** One theory that fits the FLAMINGO tSZ power spectrum data points of notebooks 06/11 4 (full sky and detected-cluster-masked maps at q>50,20,10,5) to <1%. 5 6 ## Result 7 8 A **catalogue-anchored halo model** fits all five spec... | /scratch/scratch-lxu/venv/cmbagent_env/bin/activate;/scratch/scratch-lxu/flamingo_repo | {"parentUuid": "be50d192-cc24-4475-bf17-5e9d55f7d8bc", "isSidechain": false, "promptId": "cc2f476b-02ff-4e7b-a1d9-a622aa724ba2", "type": "user", "message": {"role": "user", "content": [{"tool_use_id": "toolu_01HcixNMYom2LVqmPYKvFgRx", "type": "tool_result", "content": "1\t# REPORT: Universal theory for the masked tSZ p... | |
2026-07-06_fable5_joint_cnc_masked_tsz_plan | Joint CNC plus masked-tSZ power-spectrum research plan for FLAMINGO | main_trace | 48 | 2026-07-06T16:21:20.201Z | assistant | assistant | tool_use | Agent | [tool_use: Agent] {"subagent_type": "Explore", "description": "Sweep notebooks for CNC/tSZ context", "prompt": "Explore /scratch/scratch-lxu/flamingo_repo (git branch: autoresearch), search breadth: very thorough. Goal: build a factual inventory to support planning a paper on JOINT analysis of Cluster Number Counts (CN... | /scratch/scratch-lxu/flamingo_repo | {"parentUuid": "cc45a959-7044-47c3-9f6a-d8065d886fdb", "isSidechain": false, "message": {"model": "claude-fable-5", "id": "msg_016ZbL49FNujE2TEdzY4Xra7", "type": "message", "role": "assistant", "content": [{"type": "tool_use", "id": "toolu_01P5sWGhpjpQ9zw9ZTqgpMao", "name": "Agent", "input": {"subagent_type": "Explore"... |
End of preview. Expand in Data Studio
Fable 5 FLAMINGO Research Task Traces
This dataset is a small corpus of Claude Fable 5 / Claude Code traces from real FLAMINGO cosmology-analysis work. It is organized by explicit research task so the Dataset Viewer makes clear what was being operated on and how the agent took actions.
Start with the task_index config. It lists each task, the exact original user
prompt when available, the model setup, what Claude did, the raw trace file, and
the corresponding viewer configs.
Then use fable5_actions_by_task for a compact action stream. It keeps every
record keyed by task and labels records as tool_use, tool_result,
assistant_reasoning_or_response, user_instruction_or_command_output,
file_snapshot, or environment/session metadata. The full original record is
still preserved in record_json.
Tasks
| Task | Viewer config | Raw trace | Description |
|---|---|---|---|
2026-07-06_fable5_joint_cnc_masked_tsz_plan |
task1_joint_cnc_masked_tsz_project_plan_trace |
fable5_session_trace.jsonl |
Repository survey and publication-oriented project plan for joint cluster number counts plus masked tSZ power-spectrum analysis on FLAMINGO. |
2026-07-06_fable5_joint_cnc_masked_tsz_plan subagent |
task1_repository_exploration_subagent_trace |
trace_subagents/explore_repo_subagent.jsonl |
Subagent sweep of notebooks and repository context for Task 1. |
2026-07-08_fable5_L1_m9_rotation_group_ps |
task2_l1m9_rotation_group_power_spectrum_trace |
fable5_L1_m9_rotation_group_trace.jsonl |
Implementation/run trace for creating the L1_m9 rotation-group tSZ power-spectrum analysis. |
2026-07-08_fable5_L1_m9_rotation_group_commit_push |
task3_l1m9_rotation_group_commit_push_trace |
fable5_L1_m9_rotation_group_commit_push_trace.jsonl |
Separate Fable 5 session for the same L1_m9 prompt, including the nb40 pipeline commit fc69fa6 and push to GitHub. |
2026-07-08_fable5_2d_kernel_analysis_plots |
task4_2d_kernel_analysis_plots_trace |
fable5_2d_kernel_analysis_plots_trace.jsonl |
Fable 5 session implementing hmfast GPU 2D kernel-analysis plots for tSZ, masked tSZ, and CNC, with Explore/code-reviewer subagents archived in task4_2d_kernel_analysis_plots_subagents_trace. |
Viewer Tables
All task trace tables use the same browsable schema:
idx: record number within that source trace.type: original record kind, such asuser,assistant,attachment, orfile-history-snapshot.timestamp: original timestamp when present.role: message role when present.text: readable flattened content, including labelled tool calls/results.record_json: complete original JSON record as a string.
fable5_actions_by_task adds task/action columns:
task_id,task_title,source.action_type,tool_name,summary,paths_mentioned.record_jsonfor the lossless original record.
For Task 2, the exact L1_m9 prompt is in task_index.original_user_prompt and
also appears in the raw trace at idx=14. For Task 3, the repeated L1_m9
prompt appears at raw trace idx=17, followed by commit and push actions.
For Task 4, the exact 2D kernel-analysis prompt appears at raw trace idx=9;
its Explore and code-reviewer subagent traces are in the Task 4 subagent config.
Canonical Raw Artifacts
The raw .jsonl files are the source of truth. Parquet files in viewer/ are
only convenience views for the Hugging Face Dataset Viewer.
Provenance and Safety
- Model: Claude Fable 5, run through Claude Code.
- Domain: FLAMINGO cosmology simulation analysis.
- The traces were scanned for common API key/token patterns before upload. They
may contain local HPC filesystem paths such as
/scratch/...and/rds/.... - Scientific claims in traces are model-generated research/workflow artifacts, not peer-reviewed measurements.
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