| [ | |
| { | |
| "role": "system", | |
| "content": "\n<role>\nYou are a Lead Software Engineer with full terminal access. Solve technical tasks by analyzing, planning, coding, and executing. You have unrestricted access to install packages, run commands, and deploy applications.\n</role>\n\n<operating_environment>\n- **System**: Linux (in Docker) (x86_64)\n- **Current Date**: 2025-12-20\n- Commands execute inside Docker; notes save to host.\n</operating_environment>\n\n<available_tools>\nYou have access to the following tools (call as functions, not shell commands):\n\n**Terminal Execution:**\n- shell_exec(id, command, block=True/False) - Execute shell commands. Use block=True for quick commands, block=False for long-running processes\n- shell_write_content_to_file(content, file_path) - Write text content directly to a file (preferred for creating Python scripts)\n- shell_view(id) - Check output from a non-blocking session\n- shell_wait(id, wait_seconds) - Wait for output from a non-blocking session\n- shell_write_to_process(id, command) - Send input to an interactive non-blocking process\n- shell_kill_process(id) - Terminate a non-blocking process\n\n**Note Taking:**\n- create_note(title, content) - Create a new note for tracking requirements or plans\n- append_note(title, content) - Add content to an existing note\n- read_note(title) - Read the contents of a note\n</available_tools>\n\n<mandatory_instructions>\n\nAUTONOMOUS MODE (CRITICAL)\n- You are COMPLETELY AUTONOMOUS - the user will NOT respond to any questions\n- NEVER ask for confirmation, clarification, or help - execute immediately\n- Your job is to COMPLETE the task, not describe what could be done\n- Make reasonable assumptions and proceed - the user is NOT available\n- Complete the ENTIRE task in one go - there is NO back-and-forth\n- If something is unclear, make the BEST decision and continue\n- NEVER say \"I would need...\" or \"Please provide...\" - figure it out yourself\n- NEVER stop mid-task waiting for input - push through to completion\n- NEVER end with \"here's what you should do\" or \"the solution is...\" - EXECUTE IT YOURSELF\n- After making ANY change (upgrade package, fix code, etc.): IMMEDIATELY run the original failing command to verify it works\n- Your final response should show SUCCESSFUL EXECUTION, not instructions for the user\n- When the task is complete, respond with a brief summary (NO tool call)\n\nPROHIBITIONS\n1. No questions to user - EXECUTE IMMEDIATELY (user will NEVER respond)\n2. No `python3 -c` for complex code - use shell_write_content_to_file\n3. No retrying same failing command - use DIFFERENT approach\n4. No placeholders like <your_token> in commands - find actual values yourself\n5. No writing own solution when task says \"use script X\" - use that script\n6. No guessing CLI args - run `--help` FIRST and READ the output\n7. No running scripts you haven't verified exist - check with `ls -la script.sh` FIRST\n8. No repetitive output - NEVER generate 10+ similar lines (like many echo \"\" statements)\n9. No assuming files were created - after shell_write_content_to_file, verify with `ls -la` and `head`\n10. No ending with suggestions - if you say \"you should run X\", RUN X YOURSELF\n\n</mandatory_instructions>\n\n<error_handling>\nWhen encountering errors:\n- Read the FULL error message carefully\n- Identify the root cause before attempting fixes\n- Try different approaches if the first fix doesn't work\n- Never repeat the same failing command more than twice\n\nNEVER:\n- Ask user for help - solve it yourself\n- Give up without trying multiple approaches\n- Provide partial solutions - complete the task fully\n</error_handling>\n\n<terminal_tips>\nFILE CREATION:\n- Python files: shell_write_content_to_file (never python -c for complex code)\n- Always use single-quoted delimiter ('EOF' not EOF) to prevent expansion\n- ALWAYS use absolute paths: /app/filename.txt, NEVER ./filename.txt or relative paths\n- After creating file: MANDATORY verify with `ls -la /absolute/path/to/file && head -20 /absolute/path/to/file`\n- If verification shows correct content, STOP retrying and move on\n- BEFORE running ANY script: verify it exists with `ls -la script.sh`\n- If \"No such file\": the file was NOT created - create it again, verify, then run\n\nCLI & CUSTOM TOOLS:\n- CLI tools: run --help first, read subcommand help too\n- Custom tools (.c, .py files): cat the source, understand the format before using\n- If custom binary crashes: you're using wrong format, READ the source code\n\nAPIS & JSON:\n- curl -v to see status, parse response JSON, use returned IDs\n- Empty output = failure, not success\n- For JSON body: prefer Python requests over curl with inline JSON\n\nTEST FILES:\n- Before running: inspect with `cat test_file.py | head -50` to understand structure\n- Look for test framework clues: pytest (def test_*), unittest (TestCase), main block\n- If test file runs silently (no output, exit 0): tests didn't execute, use proper runner\n- Default to pytest if unsure: `python -m pytest test_file.py -v`\n- Valid test output shows: test collection, execution (PASSED/FAILED), summary\n\nGENERAL:\n- File paths: ALWAYS /app/ not ./\n- Non-interactive: use -y, -f flags\n- Long tasks: shell_exec(id=\"x\", command=\"...\", block=False)\n</terminal_tips>\n\n\n<training_mode>\nYou are being shown a CORRECT example of how to solve this task.\nGenerate tool calls that follow the exact format shown, with only the required parameters.\nDo NOT add extra parameters like message_title, message_description, or type.\nWhen the task is complete, respond with a brief summary (NO tool call).\n</training_mode>\n\n\n<training_mode>\nWARNING: The following is an INCORRECT example that demonstrates common mistakes.\nThis trajectory contains errors such as:\n- Adding unnecessary parameters (message_title, message_description)\n- Looping on the same commands after task completion\n- Using wrong command formats\nLearn to AVOID these patterns.\n</training_mode>\n" | |
| }, | |
| { | |
| "role": "user", | |
| "content": "Task instruction: I just made some changes to my personal site and checked out master, but now I can't find those changes. Please help me find them and merge them into master.\n" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_knQ3jekwQbmH18tEraAurQ", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_exec", | |
| "arguments": "{\"id\": \"survey\", \"command\": \"survey\", \"block\": true}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "/app/personal-site\ntotal 92\ndrwxr-xr-x 12 root root 4096 Sep 13 17:54 .\ndrwxr-xr-x 1 root root 4096 Sep 13 17:54 ..\ndrwxr-xr-x 8 root root 4096 Sep 13 17:54 .git\n-rw-r--r-- 1 root root 100 Sep 13 17:54 .gitignore\n-rw-r--r-- 1 root root 14 Sep 13 17:54 CNAME\n-rw-r--r-- 1 root root 42 Sep 13 17:54 Gemfile\n-rw-r--r-- 1 root root 152 Sep 13 17:54 _config.yml\ndrwxr-xr-x 2 root root 4096 Sep 13 17:54 _includes\ndrwxr-xr-x 2 root root 4096 Sep 13 17:54 _layouts\ndrwxr-xr-x 2 root root 4096 Sep 13 17:54 _posters\ndrwxr-xr-x 2 root root 4096 Sep 13 17:54 _publications\ndrwxr-xr-x 2 root root 4096 Sep 13 17:54 biblib\ndrwxr-xr-x 2 root root 4096 Sep 13 17:54 css\ndrwxr-xr-x 2 root root 4096 Sep 13 17:54 fonts\n-rw-r--r-- 1 root root 47 Sep 13 17:54 index.md\ndrwxr-xr-x 2 root root 4096 Sep 13 17:54 js\n-rw-r--r-- 1 root root 2382 Sep 13 17:54 make_pubs.py\n-rw-r--r-- 1 root root 19618 Sep 13 17:54 me.bib\ndrwxr-xr-x 4 root root 4096 Sep 13 17:54 resources\nOn branch master\nnothing to commit, working tree clean\nd7d3e4b off the job market woo\nc4e38a1 Add code link for BLADE\n6f46fa0 CV Update\ndd7e395 Adds BLADE to bib\n2cd355a n+1 (for the last time???)\n8eaf505 Add BLADE\ncc2ec78 Underline\nd71094e Underline Conferences\n232b279 Remove posters\n3fdf5f5 Add NeurIPS\n", | |
| "tool_call_id": "tooluse_knQ3jekwQbmH18tEraAurQ" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_4iDH7hGfTUeXFA7cPOkChA", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_exec", | |
| "arguments": "{\"block\": true, \"command\": \"branches\", \"id\": \"branches\"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "* master\nd7d3e4b HEAD@{0}: checkout: moving from 650dba427e0a9dcd118f41a4c5e35c8017550a5a to master\n650dba4 HEAD@{1}: commit: Move to Stanford\nc4e38a1 HEAD@{2}: checkout: moving from master to HEAD~1\nd7d3e4b refs/heads/master@{0}: reset: moving to d7d3e4b\nb0d59cd refs/heads/master@{1}: clone: from https://github.com/TheMikeMerrill/personal-site.git\nd7d3e4b HEAD@{3}: reset: moving to d7d3e4b\nb0d59cd HEAD@{4}: clone: from https://github.com/TheMikeMerrill/personal-site.git\n", | |
| "tool_call_id": "tooluse_4iDH7hGfTUeXFA7cPOkChA" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_CtXkzknuSIKAnwcISlgcLw", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_exec", | |
| "arguments": "{\"block\": true, \"command\": \"git show 650dba4 --stat\", \"id\": \"show_commit\"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "commit 650dba427e0a9dcd118f41a4c5e35c8017550a5a\nAuthor: Test User <test@example.com>\nDate: Sat Sep 13 17:54:33 2025 +0000\n\n Move to Stanford\n\n _includes/about.md | 4 ++--\n _layouts/default.html | 32 +++++++++++++++++---------------\n 2 files changed, 19 insertions(+), 17 deletions(-)\n", | |
| "tool_call_id": "tooluse_CtXkzknuSIKAnwcISlgcLw" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_LPRQbhhVTd2QYSJBnkUI_g", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_exec", | |
| "arguments": "{\"block\": true, \"command\": \"git log --oneline --graph --all --decorate\", \"id\": \"git_graph\"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "* d7d3e4b (HEAD -> master) off the job market woo\n* c4e38a1 Add code link for BLADE\n* 6f46fa0 CV Update\n* dd7e395 Adds BLADE to bib\n* 2cd355a n+1 (for the last time???)\n* 8eaf505 Add BLADE\n* cc2ec78 Underline\n* d71094e Underline Conferences\n* 232b279 Remove posters\n* 3fdf5f5 Add NeurIPS\n* 8c4731d Add EMNLP acceptance\n* f54f66b Add GR link\n* 18d2430 Add other links\n* 1dd055e Ignore Gemfile, etc\n* 5c77a6d Dont overwrite\n* c7d2f95 Delete unsused files\n* 20b05d9 Remove more unused files\n* 2d144f7 Add yamls for new papers\n* 7882f2d Don't track _site\n* cd2b8de Add new papers\n* 26dc65c Fix author\n* bc1962c Interests update\n* 257eba8 More space for interests\n* ff6a94a Bib update\n* 97c4a55 Underline bold\n* a320806 Other fixes, new paper\n* 2cb7243 New PDFs\n* 7321328 PDF update\n* f1e3860 Deletions\n* 7b4d171 Update Bio\n* 073117a Another update\n* cb63517 Another CV Updatee\n* 192ae7b update headshot\n* 7fb9365 Update about and contact\n* 54ef19d CV Update\n* b0fb76a Add GR\n* 6adfab9 n plus one\n* 8a5509d Needs to be a string\n* e2f686e Add Gemfile\n* fa098ef properly handle class\n* a8fffe9 Add cv\n* 01d029a Add biblib/__pycache__/ to .gitignore\n* a06e285 Update file paths for personal site and add new PhD experience\n* cef1969 ingore\n* 76398c6 CV Update\n* 7fe50ca Include asterix\n* a8ff8fb fix venue name\n* c0e24b9 Adds Neurips Paper\n* 8379341 CV Update\n* c2ca090 Typos\n* 115a23a Re order interests\n* b2f98e3 Annual update of interests\n* 3b6f690 Make thumbnails larger\n* 177c92f Add note field\n* 2a49416 Annual update to bio\n* e3abd37 Add epj paper\n* 5ddf58a New papers capitalized\n* 5b770eb New papers\n* 199bc67 CV Update\n* 79d1ef2 Removed consultling line\n* b00b8a4 Format\n* 4ebe937 Consulting\n* 93cd578 CV, about, and interests update\n* 218ead3 Third year now!\n* 8aac2ab snark removed\n* a404b45 Added new paper\n* 43117c7 Forgot thumbnail and pdf\n* 36a7b51 New paper!\n* ef5ebab Added old research statement for UW\n* fbe500f Added old research statement\n* 883942a Fall 2020 Changes\n* 6336a21 Added work statement\n* ec13894 Fixed column layout\n* 45ad2b8 Merge branch 'master' of https://github.com/TheMikeMerrill/personal-site\n|\\ \n| * 8c236a4 Merge pull request #2 from TheMikeMerrill/jekyll\n| |\\ \n| | * 018fcf4 Migrated to Jekyll\n| |/ \n* / dd1ae17 Empty commit\n|/ \n* dfa4420 Reverted Name (doesn't fit, maybe fix later if bored)\n* c61b406 Merge branch 'master' of https://github.com/TheMikeMerrill/personal-site\n|\\ \n| * 09cafdd Changed name (for real!)\n* | b3ae4f0 Changed name (for real!)\n|/ \n* 719ac48 Added Tim\n* edbd5ac Changed name\n* dfbe936 Updated CV\n* bdbb55c Changed interests\n* c13876c Merge branch 'master' of https://github.com/TheMikeMerrill/personal-site\n|\\ \n| * 3972ef7 Merge pull request #1 from TheMikeMerrill/deployment\n| |\\ \n| | * 4798881 Fixed HR Link\n| * | b4ee987 Create CNAME\n| |/ \n* / 35707d9 Added .nojekyl\n|/ \n* a1f4a2d Updated Resume\n* b2d01e3 Add files via upload\n* 5f9aeab Add files via upload\n* a1d746d Delete README.md\n* 02ed510 Initial commit\n", | |
| "tool_call_id": "tooluse_LPRQbhhVTd2QYSJBnkUI_g" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_OnGuotRKQomBbm76fjCu6g", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_exec", | |
| "arguments": "{\"block\": true, \"command\": \"git merge 650dba4 --no-ff -m \\\"Merge Stanford changes into master\\\"\", \"id\": \"merge\"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "Auto-merging _includes/about.md\nCONFLICT (content): Merge conflict in _includes/about.md\nAutomatic merge failed; fix conflicts and then commit the result.\n", | |
| "tool_call_id": "tooluse_OnGuotRKQomBbm76fjCu6g" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_fOc3OYEFSLO6XtoriHX7ow", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_exec", | |
| "arguments": "{\"block\": true, \"command\": \"cat _includes/about.md\", \"id\": \"check_conflict\"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "<<<<<<< HEAD\nI am a sixth PhD candidate at the [Paul G. Allen School of Computer Science & Engineering](https://www.cs.washington.edu/) at The University of Washington, where I am advised by [Tim Althoff](http://www.timalthoff.com/). I am affiliated with [UW NLP](https://twitter.com/uwnlp).\n\n Previously, I was a Student Researcher at [Google Research](https://research.google/), an ML Research Intern at [Apple Health AI](https://machinelearning.apple.com/work-with-us) and a data scientist and the second full-time employee at [HealthRhythms](https://www.healthrhythms.com). \n=======\nI am a Postdoctoral Researcher at Stanford CS.\n\nPreviously, I was a Student Researcher at [Google Research](https://research.google/), an ML Research Intern at [Apple Health AI](https://machinelearning.apple.com/work-with-us) and a data scientist and the second full-time employee at [HealthRhythms](https://www.healthrhythms.com). \n>>>>>>> 650dba4\n", | |
| "tool_call_id": "tooluse_fOc3OYEFSLO6XtoriHX7ow" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_WFCgaZrNQAu09OZ5_hatYw", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_exec", | |
| "arguments": "{\"block\": true, \"command\": \"git show 650dba4:_includes/about.md\", \"id\": \"show_new\"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "I am a Postdoctoral Researcher at Stanford CS.\n\nPreviously, I was a Student Researcher at [Google Research](https://research.google/), an ML Research Intern at [Apple Health AI](https://machinelearning.apple.com/work-with-us) and a data scientist and the second full-time employee at [HealthRhythms](https://www.healthrhythms.com). ", | |
| "tool_call_id": "tooluse_WFCgaZrNQAu09OZ5_hatYw" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_sM2iI0_UQ4Cu4hzVJOvFXA", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_write_content_to_file", | |
| "arguments": "{\"file_path\": \"/app/personal-site/_includes/about.md\", \"content\": \"I am a Postdoctoral Researcher at Stanford CS.\\n\\nPreviously, I was a Student Researcher at [Google Research](https://research.google/), an ML Research Intern at [Apple Health AI](https://machinelearning.apple.com/work-with-us) and a data scientist and the second full-time employee at [HealthRhythms](https://www.healthrhythms.com). \"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "Content successfully written to '/app/personal-site/_includes/about.md' in Docker container.", | |
| "tool_call_id": "tooluse_sM2iI0_UQ4Cu4hzVJOvFXA" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_Jm-YnY8BQlWDaYuyR2YQXg", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_exec", | |
| "arguments": "{\"block\": true, \"command\": \"cat /app/personal-site/_includes/about.md\", \"id\": \"verify_resolved\"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "I am a Postdoctoral Researcher at Stanford CS.\n\nPreviously, I was a Student Researcher at [Google Research](https://research.google/), an ML Research Intern at [Apple Health AI](https://machinelearning.apple.com/work-with-us) and a data scientist and the second full-time employee at [HealthRhythms](https://www.healthrhythms.com). ", | |
| "tool_call_id": "tooluse_Jm-YnY8BQlWDaYuyR2YQXg" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_byHaUbWvQl6tR5-d7S_HPg", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_exec", | |
| "arguments": "{\"block\": true, \"command\": \"git add _includes/about.md && git status\", \"id\": \"add_file\"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "On branch master\nAll conflicts fixed but you are still merging.\n (use \"git commit\" to conclude merge)\n\nChanges to be committed:\n\tmodified: _includes/about.md\n\tmodified: _layouts/default.html\n\n", | |
| "tool_call_id": "tooluse_byHaUbWvQl6tR5-d7S_HPg" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_6RkKTjhDRAOoXLNVNSDj_w", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_exec", | |
| "arguments": "{\"block\": true, \"command\": \"git commit -m \\\"Merge Stanford changes into master\\\"\", \"id\": \"commit_merge\"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "[master 4c70b8e] Merge Stanford changes into master\n", | |
| "tool_call_id": "tooluse_6RkKTjhDRAOoXLNVNSDj_w" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_gwQcfYwcTRWm282ZmB-uZw", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_exec", | |
| "arguments": "{\"block\": true, \"command\": \"git log --oneline -5 && git status\", \"id\": \"verify_complete\"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "4c70b8e Merge Stanford changes into master\n650dba4 Move to Stanford\nd7d3e4b off the job market woo\nc4e38a1 Add code link for BLADE\n6f46fa0 CV Update\nOn branch master\nnothing to commit, working tree clean\n", | |
| "tool_call_id": "tooluse_gwQcfYwcTRWm282ZmB-uZw" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "tool_calls": [ | |
| { | |
| "id": "tooluse_L2F6_fAQQs6hphmbsLfBcg", | |
| "type": "function", | |
| "function": { | |
| "name": "shell_exec", | |
| "arguments": "{\"block\": true, \"command\": \"git show HEAD --stat\", \"id\": \"show_merge\"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "commit 4c70b8e770cbd0be32f1368427feced776266306\nMerge: d7d3e4b 650dba4\nAuthor: Test User <test@example.com>\nDate: Sat Dec 20 11:20:54 2025 +0000\n\n Merge Stanford changes into master\n\n _includes/about.md | 4 ++--\n _layouts/default.html | 32 +++++++++++++++++---------------\n 2 files changed, 19 insertions(+), 17 deletions(-)\n", | |
| "tool_call_id": "tooluse_L2F6_fAQQs6hphmbsLfBcg" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "Task completed successfully.\n\nI recovered the lost commit (650dba4 - \"Move to Stanford\") and merged it into master. The merge included:\n- Updated _includes/about.md with the Stanford position\n- Updated _layouts/default.html with layout changes\n\nThe working tree is now clean with all changes properly merged." | |
| } | |
| ] |