annotator fixes (run_python/download_file) + expand (freeform_train, scenario_single, episodes)

README.md

@@ -23,6 +23,7 @@ configs:
   - {split: eval,  path: scenarios_episodes_eval.jsonl}
 - config_name: freeform
   data_files:
+  - {split: train, path: freeform_train.jsonl}
   - {split: eval,  path: freeform_eval.jsonl}
 ---
 
@@ -41,9 +42,9 @@ Synthetic data for training/evaluating a **generable tool-dispatch** model over
 |---|---|---|
 | `paraphrase` | 1000 / 1000 | many natural phrasings per tool (all 50 tools), single-turn |
 | `contextual` | 230 / 230 | **referent-conditioned**: same instruction → different tool by referent ("Open status.host.io"→`open_url`, "Open 'Chrome'"→`open_app`, "Open docs/intro.md"→`read_file`) |
-| `scenarios_single` | 38 / 31 | clarify / **abstain** (over-trigger negatives, no tool) / parallel (≥2 calls) |
+| `scenarios_single` | 60 / 40 | clarify / **abstain** (over-trigger negatives, no tool) / parallel (≥2 calls) |
 | `scenarios_episodes` | 60 / 60 | multi-turn episodes: workflow / chained / error-recovery |
-| `freeform` | – / 44 | hand-written out-of-distribution eval queries (the honest generalization test) |
+| `freeform` | 86 / 45 | hand-written natural queries — **train** (86) + out-of-distribution **eval** (45) |
 
 ## Schema
 

contextual_eval.jsonl

@@ -23,7 +23,7 @@
 {"prompt": "Please search for 'RateLimiter' across the codebase.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"RateLimiter\"},\"name\":\"grep_search\"}"}
 {"prompt": "Could you write the output to the file out/metrics.csv?", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"out/metrics.csv\"},\"name\":\"write_file\"}"}
 {"prompt": "Look over what's in the deploy directory.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"deploy\"},\"name\":\"list_dir\"}"}
-{"prompt": "Run the Python script 'export_data.py' for me.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"export_data.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Run 'abs(-3)' through Python for me.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"abs(-3)\"},\"name\":\"run_python\"}"}
 {"prompt": "Open the app 'Postman' for me.", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Postman\"},\"name\":\"open_app\"}"}
 {"prompt": "Could you search for any files matching '*.gradle'?", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.gradle\"},\"name\":\"find_files\"}"}
 {"prompt": "Could you write 'rollback complete' over on Slack?", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"rollback complete\"},\"name\":\"slack_send\"}"}
@@ -56,7 +56,7 @@
 {"prompt": "Please check the repo status.", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
 {"prompt": "Go fetch me the details on secondhand camera prices.", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"secondhand camera prices\"},\"name\":\"web_search\"}"}
 {"prompt": "Could you open the app 'Obsidian'?", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Obsidian\"},\"name\":\"open_app\"}"}
-{"prompt": "Kick off the shell command 'make lint'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"make lint\"},\"name\":\"run_command\"}"}
+{"prompt": "Kick off the shell command 'git pull'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"git pull\"},\"name\":\"run_command\"}"}
 {"prompt": "Write 'retro action items' onto my Notion page for me.", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"retro action items\"},\"name\":\"notion_write\"}"}
 {"prompt": "Check the weather over in Tirana for me.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Tirana\"},\"name\":\"get_weather\"}"}
 {"prompt": "Could you get the JSON at data.metrics.io/summary?", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"data.metrics.io/summary\"},\"name\":\"http_request\"}"}
@@ -73,7 +73,7 @@
 {"prompt": "Could you get the file from https://cdn.vendor.net/installer.dmg and save it locally?", "kind": "tool", "category": "ctx_fetch", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://cdn.vendor.net/installer.dmg\"},\"name\":\"download_file\"}"}
 {"prompt": "Please check the repo status.", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
 {"prompt": "Could you fetch the file from downloads.forge.io/patch.zip and save it locally?", "kind": "tool", "category": "ctx_fetch", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"downloads.forge.io/patch.zip\"},\"name\":\"download_file\"}"}
-{"prompt": "Run the shell command 'make lint' for me.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"make lint\"},\"name\":\"run_command\"}"}
+{"prompt": "Run the shell command 'git pull' for me.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"git pull\"},\"name\":\"run_command\"}"}
 {"prompt": "Check the page at https://forum.example.org/thread/42 for me.", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://forum.example.org/thread/42\"},\"name\":\"open_url\"}"}
 {"prompt": "Look over the post at https://support.vendor.com/faq.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://support.vendor.com/faq\"},\"name\":\"open_url\"}"}
 {"prompt": "Go search for any files matching '**/*.scss'.", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"**/*.scss\"},\"name\":\"find_files\"}"}
@@ -98,7 +98,7 @@
 {"prompt": "Give me a quick summary of the folder deploy.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"deploy\"},\"name\":\"list_dir\"}"}
 {"prompt": "Go search for 'RateLimiter' across the codebase.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"RateLimiter\"},\"name\":\"grep_search\"}"}
 {"prompt": "Write the output to the file out/metrics.csv for me.", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"out/metrics.csv\"},\"name\":\"write_file\"}"}
-{"prompt": "Could you run the Python script 'export_data.py'?", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"export_data.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Could you run 'abs(-3)' through Python?", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"abs(-3)\"},\"name\":\"run_python\"}"}
 {"prompt": "Could you check what changed in the working tree?", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
 {"prompt": "Write 'retro action items' onto my Notion page for me.", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"retro action items\"},\"name\":\"notion_write\"}"}
 {"prompt": "Write the recap to out/metrics.csv for me.", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"out/metrics.csv\"},\"name\":\"write_file\"}"}
@@ -114,8 +114,8 @@
 {"prompt": "Open the app 'iTerm' for me.", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"iTerm\"},\"name\":\"open_app\"}"}
 {"prompt": "Look over what's in the build directory.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"build\"},\"name\":\"list_dir\"}"}
 {"prompt": "Inspect the folder artifacts.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"artifacts\"},\"name\":\"list_dir\"}"}
-{"prompt": "Run the Python script 'export_data.py' for me.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"export_data.py\"},\"name\":\"run_python\"}"}
-{"prompt": "Run the shell command 'make lint' for me.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"make lint\"},\"name\":\"run_command\"}"}
+{"prompt": "Run 'abs(-3)' through Python for me.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"abs(-3)\"},\"name\":\"run_python\"}"}
+{"prompt": "Run the shell command 'git pull' for me.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"git pull\"},\"name\":\"run_command\"}"}
 {"prompt": "Could you search for any files matching '**/*.scss'?", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"**/*.scss\"},\"name\":\"find_files\"}"}
 {"prompt": "Check the page at https://support.vendor.com/faq for me.", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://support.vendor.com/faq\"},\"name\":\"open_url\"}"}
 {"prompt": "Could you open the app 'iTerm'?", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"iTerm\"},\"name\":\"open_app\"}"}
@@ -151,7 +151,7 @@
 {"prompt": "Go fetch me the details on weekend pottery classes.", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"weekend pottery classes\"},\"name\":\"web_search\"}"}
 {"prompt": "Go fetch the file from downloads.forge.io/patch.zip and save it locally.", "kind": "tool", "category": "ctx_fetch", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"downloads.forge.io/patch.zip\"},\"name\":\"download_file\"}"}
 {"prompt": "Go fetch the JSON at data.metrics.io/summary.", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"data.metrics.io/summary\"},\"name\":\"http_request\"}"}
-{"prompt": "Could you run the Python script 'migrate.py'?", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"migrate.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Could you run 'min(5, 2)' through Python?", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"min(5, 2)\"},\"name\":\"run_python\"}"}
 {"prompt": "Pop open the local file data/loader.py.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"data/loader.py\"},\"name\":\"read_file\"}"}
 {"prompt": "Could you write 'retro action items' onto my Notion page?", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"retro action items\"},\"name\":\"notion_write\"}"}
 {"prompt": "Inspect the JSON payload at https://api.forum.org/threads.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.forum.org/threads\"},\"name\":\"http_request\"}"}
@@ -159,13 +159,13 @@
 {"prompt": "Could you analyze what's in the deploy directory?", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"deploy\"},\"name\":\"list_dir\"}"}
 {"prompt": "Could you analyze the post at https://support.vendor.com/faq?", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://support.vendor.com/faq\"},\"name\":\"open_url\"}"}
 {"prompt": "Go search for secondhand camera prices on the internet.", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"secondhand camera prices\"},\"name\":\"web_search\"}"}
-{"prompt": "Could you run the Python script 'migrate.py'?", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"migrate.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Could you run 'min(5, 2)' through Python?", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"min(5, 2)\"},\"name\":\"run_python\"}"}
 {"prompt": "Write 'rollback complete' over on Slack for me.", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"rollback complete\"},\"name\":\"slack_send\"}"}
 {"prompt": "Open the app 'iTerm' for me.", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"iTerm\"},\"name\":\"open_app\"}"}
 {"prompt": "Run the whole test suite for me.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
 {"prompt": "Could you check the latest diff?", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
 {"prompt": "Could you check what changed in the working tree?", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
-{"prompt": "Run the Python script 'migrate.py' for me.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"migrate.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Run 'min(5, 2)' through Python for me.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"min(5, 2)\"},\"name\":\"run_python\"}"}
 {"prompt": "Check what changed in the working tree for me.", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
 {"prompt": "Check the working tree status for me.", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
 {"prompt": "Could you fetch the JSON at https://api.forum.org/threads?", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.forum.org/threads\"},\"name\":\"http_request\"}"}
@@ -186,20 +186,20 @@
 {"prompt": "Could you analyze the local file data/loader.py?", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"data/loader.py\"},\"name\":\"read_file\"}"}
 {"prompt": "Check the page at https://support.vendor.com/faq for me.", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://support.vendor.com/faq\"},\"name\":\"open_url\"}"}
 {"prompt": "Check the page at https://support.vendor.com/faq for me.", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://support.vendor.com/faq\"},\"name\":\"open_url\"}"}
-{"prompt": "Could you run the shell command 'make lint'?", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"make lint\"},\"name\":\"run_command\"}"}
+{"prompt": "Kick off the shell command 'git pull'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"git pull\"},\"name\":\"run_command\"}"}
 {"prompt": "Could you search for any files matching 'conftest_*.py'?", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"conftest_*.py\"},\"name\":\"find_files\"}"}
 {"prompt": "Look over the folder artifacts.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"artifacts\"},\"name\":\"list_dir\"}"}
 {"prompt": "Could you fetch the JSON at data.metrics.io/summary?", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"data.metrics.io/summary\"},\"name\":\"http_request\"}"}
 {"prompt": "Go search for 'flush_cache' across the codebase.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"flush_cache\"},\"name\":\"grep_search\"}"}
-{"prompt": "Could you run the shell command 'git pull'?", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"git pull\"},\"name\":\"run_command\"}"}
+{"prompt": "Could you run the shell command 'make lint'?", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"make lint\"},\"name\":\"run_command\"}"}
 {"prompt": "Pop open the local file data/loader.py.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"data/loader.py\"},\"name\":\"read_file\"}"}
 {"prompt": "Pop open the link https://forum.example.org/thread/42.", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://forum.example.org/thread/42\"},\"name\":\"open_url\"}"}
-{"prompt": "Run the shell command 'make lint' for me.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"make lint\"},\"name\":\"run_command\"}"}
-{"prompt": "Run the Python script 'migrate.py' for me.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"migrate.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Run the shell command 'git pull' for me.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"git pull\"},\"name\":\"run_command\"}"}
+{"prompt": "Run 'min(5, 2)' through Python for me.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"min(5, 2)\"},\"name\":\"run_python\"}"}
 {"prompt": "Check today's weather in Reykjavik for me.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Reykjavik\"},\"name\":\"get_weather\"}"}
 {"prompt": "Please check what changed in the working tree.", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
-{"prompt": "Could you run the Python script 'migrate.py'?", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"migrate.py\"},\"name\":\"run_python\"}"}
-{"prompt": "Kick off the shell command 'make lint'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"make lint\"},\"name\":\"run_command\"}"}
+{"prompt": "Could you run 'min(5, 2)' through Python?", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"min(5, 2)\"},\"name\":\"run_python\"}"}
+{"prompt": "Kick off the shell command 'git pull'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"git pull\"},\"name\":\"run_command\"}"}
 {"prompt": "Write 'rollback complete' over on Slack for me.", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"rollback complete\"},\"name\":\"slack_send\"}"}
 {"prompt": "Inspect the folder deploy.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"deploy\"},\"name\":\"list_dir\"}"}
 {"prompt": "Write 'rollback complete' to the #ops channel for me.", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"rollback complete\"},\"name\":\"slack_send\"}"}
@@ -218,13 +218,13 @@
 {"prompt": "Kick off the shell command 'docker ps'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"docker ps\"},\"name\":\"run_command\"}"}
 {"prompt": "Please search for 'decode_token' in the source files.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"decode_token\"},\"name\":\"grep_search\"}"}
 {"prompt": "Could you write 'ideas backlog' down in my notes?", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"ideas backlog\"},\"name\":\"notion_write\"}"}
-{"prompt": "Kick off the Python script 'export_data.py'.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"export_data.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Kick off 'abs(-3)' through Python.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"abs(-3)\"},\"name\":\"run_python\"}"}
 {"prompt": "Inspect the post at media.host.com/gallery.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"media.host.com/gallery\"},\"name\":\"open_url\"}"}
-{"prompt": "Kick off the Python script 'export_data.py'.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"export_data.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Kick off 'abs(-3)' through Python.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"abs(-3)\"},\"name\":\"run_python\"}"}
 {"prompt": "Could you search for any files matching '**/*.scss'?", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"**/*.scss\"},\"name\":\"find_files\"}"}
 {"prompt": "Have a look at the JSON payload at https://api.forum.org/threads.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.forum.org/threads\"},\"name\":\"http_request\"}"}
 {"prompt": "Could you get the JSON at data.metrics.io/summary?", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"data.metrics.io/summary\"},\"name\":\"http_request\"}"}
 {"prompt": "Write the output to the file out/metrics.csv for me.", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"out/metrics.csv\"},\"name\":\"write_file\"}"}
 {"prompt": "Go search for any files matching 'conftest_*.py'.", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"conftest_*.py\"},\"name\":\"find_files\"}"}
 {"prompt": "Could you write the recap to notes/recap.md?", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"notes/recap.md\"},\"name\":\"write_file\"}"}
-{"prompt": "Run the shell command 'docker ps' for me.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"docker ps\"},\"name\":\"run_command\"}"}
+{"prompt": "Run the shell command 'make lint' for me.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"make lint\"},\"name\":\"run_command\"}"}

contextual_train.jsonl

@@ -1,7 +1,7 @@
 {"prompt": "Go through the contents of assets/icons.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"assets/icons\"},\"name\":\"list_dir\"}"}
 {"prompt": "Can you check the page https://docs.product.com/guide?", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://docs.product.com/guide\"},\"name\":\"open_url\"}"}
 {"prompt": "Go ahead and write the summary to logs/run.log.", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"logs/run.log\"},\"name\":\"write_file\"}"}
-{"prompt": "Run 'ingest.py'.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"ingest.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Run 'sum(range(8))' in Python.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"sum(range(8))\"},\"name\":\"run_python\"}"}
 {"prompt": "Please write 'deploy is done' to Slack.", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"deploy is done\"},\"name\":\"slack_send\"}"}
 {"prompt": "Search for files named '**/*.java'.", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"**/*.java\"},\"name\":\"find_files\"}"}
 {"prompt": "Please write the results out to logs/run.log.", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"logs/run.log\"},\"name\":\"write_file\"}"}
@@ -44,7 +44,7 @@
 {"prompt": "Check on the page news.site.org/today.", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"news.site.org/today\"},\"name\":\"open_url\"}"}
 {"prompt": "Go ahead and open https://docs.product.com/guide.", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://docs.product.com/guide\"},\"name\":\"open_url\"}"}
 {"prompt": "Please fetch the API response at https://api.service.dev/orders.", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.service.dev/orders\"},\"name\":\"http_request\"}"}
-{"prompt": "Run the test suite.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Please run the tests.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
 {"prompt": "Check the diff real quick.", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
 {"prompt": "Check on git status.", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
 {"prompt": "Check README.md.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"README.md\"},\"name\":\"read_file\"}"}
@@ -62,8 +62,8 @@
 {"prompt": "Open up 'Notion'.", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Notion\"},\"name\":\"open_app\"}"}
 {"prompt": "Open up data/notes.txt.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"data/notes.txt\"},\"name\":\"read_file\"}"}
 {"prompt": "Can you run 'docker build .'?", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"docker build .\"},\"name\":\"run_command\"}"}
-{"prompt": "Go get the API response at https://data.portal.app/metrics.", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://data.portal.app/metrics\"},\"name\":\"http_request\"}"}
-{"prompt": "Run the tests.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Can you get the API response at https://data.portal.app/metrics?", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://data.portal.app/metrics\"},\"name\":\"http_request\"}"}
+{"prompt": "Can you run the test suite?", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
 {"prompt": "Can you check https://blog.dev/intro-post?", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://blog.dev/intro-post\"},\"name\":\"open_url\"}"}
 {"prompt": "Can you write the results out to reports/q1.txt?", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"reports/q1.txt\"},\"name\":\"write_file\"}"}
 {"prompt": "Open up https://docs.product.com/guide.", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://docs.product.com/guide\"},\"name\":\"open_url\"}"}
@@ -75,14 +75,14 @@
 {"prompt": "Check on the repo.", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
 {"prompt": "Fetch a copy of files.depot.dev/report.pdf onto disk.", "kind": "tool", "category": "ctx_fetch", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"files.depot.dev/report.pdf\"},\"name\":\"download_file\"}"}
 {"prompt": "Search for files matching 'test_*.py'.", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"test_*.py\"},\"name\":\"find_files\"}"}
-{"prompt": "Run the test suite now.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Run the test suite.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
 {"prompt": "Check news.site.org/today.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"news.site.org/today\"},\"name\":\"open_url\"}"}
-{"prompt": "Go run the tests.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Run the tests.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
 {"prompt": "Can you search for winter running shoes?", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"winter running shoes\"},\"name\":\"web_search\"}"}
 {"prompt": "Summarize https://portal.app/changelog.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://portal.app/changelog\"},\"name\":\"open_url\"}"}
 {"prompt": "Do a search for files named '*.css'.", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.css\"},\"name\":\"find_files\"}"}
 {"prompt": "Fetch a copy of mirror.host.dev/tool.deb onto disk.", "kind": "tool", "category": "ctx_fetch", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"mirror.host.dev/tool.deb\"},\"name\":\"download_file\"}"}
-{"prompt": "Please run the command 'docker build .'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"docker build .\"},\"name\":\"run_command\"}"}
+{"prompt": "Please run the command 'python scripts/ingest.py'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"python scripts/ingest.py\"},\"name\":\"run_command\"}"}
 {"prompt": "Check the state of the repo.", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
 {"prompt": "Take a look at the article at status.host.io/incidents.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"status.host.io/incidents\"},\"name\":\"open_url\"}"}
 {"prompt": "Do a search for 'MAX_BUFFER' in the codebase.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"MAX_BUFFER\"},\"name\":\"grep_search\"}"}
@@ -93,7 +93,7 @@
 {"prompt": "Please open lib/helpers.js.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"lib/helpers.js\"},\"name\":\"read_file\"}"}
 {"prompt": "Open up the file config/settings.yaml.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"config/settings.yaml\"},\"name\":\"read_file\"}"}
 {"prompt": "Can you check what's changed in the code?", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
-{"prompt": "Can you run the unit tests?", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Run the test suite.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
 {"prompt": "Check on what changed.", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
 {"prompt": "Go ahead and open lib/helpers.js.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"lib/helpers.js\"},\"name\":\"read_file\"}"}
 {"prompt": "Please fetch me info about cheap flights to Lisbon.", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"cheap flights to Lisbon\"},\"name\":\"web_search\"}"}
@@ -112,20 +112,20 @@
 {"prompt": "Look at the file docs/intro.md.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"docs/intro.md\"},\"name\":\"read_file\"}"}
 {"prompt": "Go get me info about the new metro timetable.", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"the new metro timetable\"},\"name\":\"web_search\"}"}
 {"prompt": "Can you search for 'render_sidebar' in the files?", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"render_sidebar\"},\"name\":\"grep_search\"}"}
-{"prompt": "Can you get the JSON from https://data.portal.app/metrics?", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://data.portal.app/metrics\"},\"name\":\"http_request\"}"}
+{"prompt": "Please fetch the JSON from https://data.portal.app/metrics.", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://data.portal.app/metrics\"},\"name\":\"http_request\"}"}
 {"prompt": "Check git status.", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
 {"prompt": "Please open 'Notion'.", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Notion\"},\"name\":\"open_app\"}"}
 {"prompt": "Summarize the contents of scripts.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"scripts\"},\"name\":\"list_dir\"}"}
 {"prompt": "Take a look at the scripts directory.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"scripts\"},\"name\":\"list_dir\"}"}
-{"prompt": "Run the script 'ingest.py'.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"ingest.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Run the Python snippet 'sum(range(8))'.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"sum(range(8))\"},\"name\":\"run_python\"}"}
 {"prompt": "Please run 'kubectl get pods'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"kubectl get pods\"},\"name\":\"run_command\"}"}
 {"prompt": "Do a search for files matching '*.css'.", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.css\"},\"name\":\"find_files\"}"}
 {"prompt": "Run a search for files named '*.css'.", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.css\"},\"name\":\"find_files\"}"}
 {"prompt": "Can you open the 'Figma' app?", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Figma\"},\"name\":\"open_app\"}"}
 {"prompt": "Please fetch me info about beginner sourdough recipes.", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"beginner sourdough recipes\"},\"name\":\"web_search\"}"}
 {"prompt": "Search for 'parse_headers' in the repo.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"parse_headers\"},\"name\":\"grep_search\"}"}
-{"prompt": "Go run the tests.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
-{"prompt": "Please run 'demo.py'.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"demo.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Run the unit tests now.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Please run 'print('ok')' in Python.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"print('ok')\"},\"name\":\"run_python\"}"}
 {"prompt": "Please fetch me some information on local coworking spaces.", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"local coworking spaces\"},\"name\":\"web_search\"}"}
 {"prompt": "Please open 'Chrome'.", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Chrome\"},\"name\":\"open_app\"}"}
 {"prompt": "Summarize what's inside internal.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"internal\"},\"name\":\"list_dir\"}"}
@@ -149,11 +149,11 @@
 {"prompt": "Check on the weather in Stockholm.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Stockholm\"},\"name\":\"get_weather\"}"}
 {"prompt": "Can you open the file docs/intro.md?", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"docs/intro.md\"},\"name\":\"read_file\"}"}
 {"prompt": "Look at src/utils.py.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"src/utils.py\"},\"name\":\"read_file\"}"}
-{"prompt": "Run 'git fetch --all'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"git fetch --all\"},\"name\":\"run_command\"}"}
+{"prompt": "Go run the command 'kubectl get pods'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"kubectl get pods\"},\"name\":\"run_command\"}"}
 {"prompt": "Go ahead and write 'demo went well' to Slack.", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"demo went well\"},\"name\":\"slack_send\"}"}
 {"prompt": "Go get the file at files.depot.dev/report.pdf and save it.", "kind": "tool", "category": "ctx_fetch", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"files.depot.dev/report.pdf\"},\"name\":\"download_file\"}"}
 {"prompt": "Fetch the API response at https://api.acme.io/v1/users.", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.acme.io/v1/users\"},\"name\":\"http_request\"}"}
-{"prompt": "Run 'cleanup.py' now.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"cleanup.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Run 'len([1, 2, 3])' in Python now.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"len([1, 2, 3])\"},\"name\":\"run_python\"}"}
 {"prompt": "Open lib/helpers.js.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"lib/helpers.js\"},\"name\":\"read_file\"}"}
 {"prompt": "Go ahead and write 'ideas for the offsite' to my Notion page.", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"ideas for the offsite\"},\"name\":\"notion_write\"}"}
 {"prompt": "Review the API response from api.blog.dev/posts.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"api.blog.dev/posts\"},\"name\":\"http_request\"}"}
@@ -162,13 +162,13 @@
 {"prompt": "Look at news.site.org/today.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"news.site.org/today\"},\"name\":\"open_url\"}"}
 {"prompt": "Can you write 'release is live' in the #dev channel?", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"release is live\"},\"name\":\"slack_send\"}"}
 {"prompt": "I need you to search for local coworking spaces online.", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"local coworking spaces\"},\"name\":\"web_search\"}"}
-{"prompt": "Please run 'cleanup.py'.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"cleanup.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Please run 'len([1, 2, 3])' in Python.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"len([1, 2, 3])\"},\"name\":\"run_python\"}"}
 {"prompt": "Write 'demo went well' to the #general channel.", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"demo went well\"},\"name\":\"slack_send\"}"}
 {"prompt": "Go ahead and open the 'Spotify' app.", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Spotify\"},\"name\":\"open_app\"}"}
-{"prompt": "Please run the tests.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Go run the tests.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
 {"prompt": "Check what's changed in the code.", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
 {"prompt": "Go check the diff.", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
-{"prompt": "Run 'demo.py'.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"demo.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Run 'print('ok')' in Python.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"print('ok')\"},\"name\":\"run_python\"}"}
 {"prompt": "Check git status.", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
 {"prompt": "Can you check the repo?", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
 {"prompt": "Can you get the JSON from https://api.acme.io/v1/users?", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.acme.io/v1/users\"},\"name\":\"http_request\"}"}
@@ -185,7 +185,7 @@
 {"prompt": "Go through the article at https://acme.io/blog.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://acme.io/blog\"},\"name\":\"open_url\"}"}
 {"prompt": "Check on the diff.", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
 {"prompt": "Check on the page status.host.io/incidents.", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"status.host.io/incidents\"},\"name\":\"open_url\"}"}
-{"prompt": "Can you run the test suite?", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Go run the tests.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
 {"prompt": "Look at src/utils.py.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"src/utils.py\"},\"name\":\"read_file\"}"}
 {"prompt": "Please write the summary to logs/run.log.", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"logs/run.log\"},\"name\":\"write_file\"}"}
 {"prompt": "Can you write the summary to notes/summary.md?", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"notes/summary.md\"},\"name\":\"write_file\"}"}
@@ -198,11 +198,11 @@
 {"prompt": "Can you open lib/helpers.js?", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"lib/helpers.js\"},\"name\":\"read_file\"}"}
 {"prompt": "Open the page https://acme.io/blog.", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://acme.io/blog\"},\"name\":\"open_url\"}"}
 {"prompt": "Go run 'kubectl get pods'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"kubectl get pods\"},\"name\":\"run_command\"}"}
-{"prompt": "Run 'cleanup.py' now.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"cleanup.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Run 'len([1, 2, 3])' in Python now.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"len([1, 2, 3])\"},\"name\":\"run_python\"}"}
 {"prompt": "Check the forecast for Oslo.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Oslo\"},\"name\":\"get_weather\"}"}
 {"prompt": "Go check what changed.", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
-{"prompt": "Can you run the script 'report.py'?", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"report.py\"},\"name\":\"run_python\"}"}
-{"prompt": "Can you run the command 'kubectl get pods'?", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"kubectl get pods\"},\"name\":\"run_command\"}"}
+{"prompt": "Can you run the Python snippet 'max(4, 9)'?", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"max(4, 9)\"},\"name\":\"run_python\"}"}
+{"prompt": "Go run the command 'kubectl get pods'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"kubectl get pods\"},\"name\":\"run_command\"}"}
 {"prompt": "Please write 'deploy is done' in the #dev channel.", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"deploy is done\"},\"name\":\"slack_send\"}"}
 {"prompt": "Can you check what changed?", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
 {"prompt": "Go through the src directory.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"src\"},\"name\":\"list_dir\"}"}
@@ -215,16 +215,16 @@
 {"prompt": "Can you check the state of the repo?", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
 {"prompt": "Open up https://portal.app/changelog.", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://portal.app/changelog\"},\"name\":\"open_url\"}"}
 {"prompt": "Go through docs/intro.md.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"docs/intro.md\"},\"name\":\"read_file\"}"}
-{"prompt": "Please run the tests.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Please run the test suite.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
 {"prompt": "Run a search for standing desk reviews online.", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"standing desk reviews\"},\"name\":\"web_search\"}"}
 {"prompt": "Can you search for files matching '*.css'?", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.css\"},\"name\":\"find_files\"}"}
 {"prompt": "Open up 'Chrome'.", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Chrome\"},\"name\":\"open_app\"}"}
-{"prompt": "Run 'git fetch --all'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"git fetch --all\"},\"name\":\"run_command\"}"}
+{"prompt": "Run 'python scripts/ingest.py'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"python scripts/ingest.py\"},\"name\":\"run_command\"}"}
 {"prompt": "Search for 'render_sidebar' in the codebase.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"render_sidebar\"},\"name\":\"grep_search\"}"}
 {"prompt": "Please write 'q3 planning draft' to my notes.", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"q3 planning draft\"},\"name\":\"notion_write\"}"}
-{"prompt": "Go run the script 'cleanup.py'.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"cleanup.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Go run the Python snippet 'len([1, 2, 3])'.", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"len([1, 2, 3])\"},\"name\":\"run_python\"}"}
 {"prompt": "Look at the article at news.site.org/today.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"news.site.org/today\"},\"name\":\"open_url\"}"}
-{"prompt": "Can you run the script 'ingest.py'?", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"ingest.py\"},\"name\":\"run_python\"}"}
+{"prompt": "Can you run the Python snippet 'sum(range(8))'?", "kind": "tool", "category": "ctx_run", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"sum(range(8))\"},\"name\":\"run_python\"}"}
 {"prompt": "Search for files matching '*.ipynb'.", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.ipynb\"},\"name\":\"find_files\"}"}
 {"prompt": "Take a look at the JSON from https://api.service.dev/orders.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.service.dev/orders\"},\"name\":\"http_request\"}"}
 {"prompt": "Get the JSON from api.blog.dev/posts.", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"api.blog.dev/posts\"},\"name\":\"http_request\"}"}

freeform_eval.jsonl

@@ -26,7 +26,8 @@
 {"prompt": "mkdir logs please.", "tool": "make_dir"}
 {"prompt": "Run the test suite.", "tool": "run_tests"}
 {"prompt": "Execute the unit tests.", "tool": "run_tests"}
-{"prompt": "Run the python script train.py.", "tool": "run_python"}
+{"prompt": "Run python train.py.", "tool": "run_command"}
+{"prompt": "Run this Python: print(2 ** 16).", "tool": "run_python"}
 {"prompt": "Run the command echo hello in the shell.", "tool": "run_command"}
 {"prompt": "Read the file data/loader.py.", "tool": "read_file"}
 {"prompt": "Open and show me the contents of README.md.", "tool": "read_file"}

freeform_train.jsonl

@@ -0,0 +1,86 @@
+{"prompt": "How many moons does Jupiter have?", "tool": "web_search"}
+{"prompt": "Look up who painted the Mona Lisa.", "tool": "web_search"}
+{"prompt": "I keep forgetting \u2014 what year did the Berlin Wall fall?", "tool": "web_search"}
+{"prompt": "Quick, find me the capital of Mongolia.", "tool": "web_search"}
+{"prompt": "Can you check how tall Mount Kilimanjaro is?", "tool": "web_search"}
+{"prompt": "What does the term 'serendipitous' actually mean?", "tool": "define"}
+{"prompt": "Define mitochondria.", "tool": "define"}
+{"prompt": "Give me a quick definition of 'recursion'.", "tool": "define"}
+{"prompt": "Pull up news.ycombinator.com in my browser.", "tool": "open_url"}
+{"prompt": "Take me to the homepage at wikipedia.org.", "tool": "open_url"}
+{"prompt": "Hit the endpoint at https://api.stripe.com/v1/charges and show the response.", "tool": "http_request"}
+{"prompt": "Send a GET to https://jsonplaceholder.typicode.com/todos/1.", "tool": "http_request"}
+{"prompt": "Pull down the archive at https://releases.ubuntu.com/jammy.iso for me.", "tool": "download_file"}
+{"prompt": "Save the spreadsheet from https://files.example.org/q3-budget.xlsx to disk.", "tool": "download_file"}
+{"prompt": "Grab https://cdn.fonts.net/inter.woff2 and store it locally.", "tool": "download_file"}
+{"prompt": "Anything happening with the housing market lately?", "tool": "get_news"}
+{"prompt": "Catch me up on the latest in AI regulation.", "tool": "get_news"}
+{"prompt": "What's the buzz around the upcoming Olympics?", "tool": "get_news"}
+{"prompt": "Show me everything inside the vendor folder.", "tool": "list_dir"}
+{"prompt": "What's sitting in the migrations directory?", "tool": "list_dir"}
+{"prompt": "Track down every .yaml file under config.", "tool": "find_files"}
+{"prompt": "Locate all the test_*.go files in the repo.", "tool": "find_files"}
+{"prompt": "Hunt through the source for where compute_loss is called.", "tool": "grep_search"}
+{"prompt": "Find every spot we reference the API_TOKEN constant.", "tool": "grep_search"}
+{"prompt": "Where in the code do we handle the SIGTERM signal?", "tool": "grep_search"}
+{"prompt": "Spin up a folder called artifacts for me.", "tool": "make_dir"}
+{"prompt": "I need a new directory named checkpoints.", "tool": "make_dir"}
+{"prompt": "Kick off the whole test suite, please.", "tool": "run_tests"}
+{"prompt": "Can we run all the unit tests now?", "tool": "run_tests"}
+{"prompt": "Run python manage.py migrate.", "tool": "run_command"}
+{"prompt": "Go ahead and execute python scripts/seed_db.py.", "tool": "run_command"}
+{"prompt": "Fire off du -sh in the terminal.", "tool": "run_command"}
+{"prompt": "Run this Python: print([n*n for n in range(5)]).", "tool": "run_python"}
+{"prompt": "Evaluate sorted({'b':2,'a':1}.items()) in Python for me.", "tool": "run_python"}
+{"prompt": "Let me see what's in src/config/loader.ts.", "tool": "read_file"}
+{"prompt": "Cat the file pyproject.toml.", "tool": "read_file"}
+{"prompt": "Drop a new dotenv file at deploy/.env.production.", "tool": "write_file"}
+{"prompt": "Make a fresh file called notes/standup.md.", "tool": "write_file"}
+{"prompt": "Go tweak the function signatures in lib/handlers.go.", "tool": "edit_file"}
+{"prompt": "Patch up the typo in docs/getting-started.md.", "tool": "edit_file"}
+{"prompt": "How's the working tree looking right now?", "tool": "git_status"}
+{"prompt": "Show me what I've changed but haven't staged yet.", "tool": "git_diff"}
+{"prompt": "Wrap up these changes with a commit message of tidy logging output.", "tool": "git_commit"}
+{"prompt": "Commit everything as bump dependencies to latest.", "tool": "git_commit"}
+{"prompt": "Apply this diff to the file core/scheduler.py.", "tool": "apply_patch"}
+{"prompt": "Roll the patch into web/components/Header.tsx.", "tool": "apply_patch"}
+{"prompt": "Shoot Priyanka an email about the budget review.", "tool": "send_email"}
+{"prompt": "Drop a message in the #releases channel saying we shipped v2.", "tool": "slack_send"}
+{"prompt": "Block off my calendar tomorrow for the dentist.", "tool": "calendar_event"}
+{"prompt": "Nudge me later to refill my prescription.", "tool": "set_reminder"}
+{"prompt": "Jot down 'brainstorm Q4 OKRs' in my Notion.", "tool": "notion_write"}
+{"prompt": "File a Jira ticket for the broken password reset flow.", "tool": "jira_issue"}
+{"prompt": "Give me a 25 minute timer for a focus block.", "tool": "set_timer"}
+{"prompt": "How much is 4096 divided by 16?", "tool": "calculator"}
+{"prompt": "What's 27 squared?", "tool": "calculator"}
+{"prompt": "Is it going to rain in Reykjavik today?", "tool": "get_weather"}
+{"prompt": "How chilly is it over in Helsinki right now?", "tool": "get_weather"}
+{"prompt": "Throw on some Fleetwood Mac \u2014 Dreams.", "tool": "play_music"}
+{"prompt": "Put on Take Five by Dave Brubeck.", "tool": "play_music"}
+{"prompt": "Help me put together a plan to learn the cello.", "tool": "planner"}
+{"prompt": "I want to map out how to migrate us off the monolith.", "tool": "planner"}
+{"prompt": "Run SELECT * FROM subscriptions WHERE active = 0 against the db.", "tool": "sql_query"}
+{"prompt": "Query the database with SELECT count(*) FROM page_views.", "tool": "sql_query"}
+{"prompt": "What's the DATABASE_URL set to in the environment?", "tool": "env_get"}
+{"prompt": "Read the env var STRIPE_SECRET_KEY for me.", "tool": "env_get"}
+{"prompt": "Spin up a container from postgres:16.", "tool": "docker_run"}
+{"prompt": "Boot the redis:7-alpine image in Docker.", "tool": "docker_run"}
+{"prompt": "Add the package httpx to the project.", "tool": "install_package"}
+{"prompt": "Pull in pytest-asyncio as a dependency.", "tool": "install_package"}
+{"prompt": "Kill the stray gunicorn process.", "tool": "kill_process"}
+{"prompt": "Terminate whatever's running as celery-worker.", "tool": "kill_process"}
+{"prompt": "What processes are eating my CPU right now?", "tool": "list_processes"}
+{"prompt": "Unzip the bundle frontend-dist.tar.gz.", "tool": "unzip"}
+{"prompt": "Extract everything out of logs-2026.zip.", "tool": "unzip"}
+{"prompt": "Snap a screenshot of whatever's on my screen.", "tool": "screenshot"}
+{"prompt": "Click the 'Submit order' button.", "tool": "click"}
+{"prompt": "Double-click the 'README' file to open it.", "tool": "double_click"}
+{"prompt": "Type my email address jordan@studio.dev into the form.", "tool": "type_text"}
+{"prompt": "Just hit the Escape key.", "tool": "key_press"}
+{"prompt": "Scroll down a bit so I can see the footer.", "tool": "scroll"}
+{"prompt": "Drag the 'Inbox' card over onto the 'Done' column.", "tool": "drag"}
+{"prompt": "Hold on for about 5 seconds before continuing.", "tool": "wait"}
+{"prompt": "Move the cursor over to the 'Settings' gear.", "tool": "move_cursor"}
+{"prompt": "Fire up the Calculator app.", "tool": "open_app"}
+{"prompt": "What's sitting in my clipboard at the moment?", "tool": "read_clipboard"}
+{"prompt": "Copy the order number 99213 to my clipboard.", "tool": "write_clipboard"}

paraphrase_train.jsonl

@@ -5,7 +5,7 @@
 {"prompt": "Put 'client call' on the calendar.", "kind": "tool", "category": "calendar_event", "tool": "calendar_event", "target": "{\"arguments\":{\"title\":\"client call\"},\"name\":\"calendar_event\"}"}
 {"prompt": "Search for files matching 'src/**/*.rb'.", "kind": "tool", "category": "find_files", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"src/**/*.rb\"},\"name\":\"find_files\"}"}
 {"prompt": "Slide 'the avatar' onto 'the menu icon'.", "kind": "tool", "category": "drag", "tool": "drag", "target": "{\"arguments\":{\"dest\":\"the menu icon\",\"source\":\"the avatar\"},\"name\":\"drag\"}"}
-{"prompt": "Download the file from shop.co.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"shop.co\"},\"name\":\"download_file\"}"}
+{"prompt": "Download the file from https://blog.dev/assets/data.csv.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://blog.dev/assets/data.csv\"},\"name\":\"download_file\"}"}
 {"prompt": "Drag and drop 'the Login link' to 'the search bar'.", "kind": "tool", "category": "drag", "tool": "drag", "target": "{\"arguments\":{\"dest\":\"the search bar\",\"source\":\"the Login link\"},\"name\":\"drag\"}"}
 {"prompt": "Find all '*.proto' files.", "kind": "tool", "category": "find_files", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.proto\"},\"name\":\"find_files\"}"}
 {"prompt": "Run 'caddy' as a container.", "kind": "tool", "category": "docker_run", "tool": "docker_run", "target": "{\"arguments\":{\"image\":\"caddy\"},\"name\":\"docker_run\"}"}
@@ -38,14 +38,14 @@
 {"prompt": "What's in the assets directory?", "kind": "tool", "category": "list_dir", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"assets\"},\"name\":\"list_dir\"}"}
 {"prompt": "Open the 'Books' app.", "kind": "tool", "category": "open_app", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Books\"},\"name\":\"open_app\"}"}
 {"prompt": "Mouse over and click 'the avatar'.", "kind": "tool", "category": "click", "tool": "click", "target": "{\"arguments\":{\"target\":\"the avatar\"},\"name\":\"click\"}"}
-{"prompt": "Update the file report.csv.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"report.csv\"},\"name\":\"edit_file\"}"}
+{"prompt": "Make changes to pipeline.yml.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"pipeline.yml\"},\"name\":\"edit_file\"}"}
 {"prompt": "Update me on the championship game.", "kind": "tool", "category": "get_news", "tool": "get_news", "target": "{\"arguments\":{\"topic\":\"the championship game\"},\"name\":\"get_news\"}"}
 {"prompt": "I want to build a treehouse.", "kind": "tool", "category": "planner", "tool": "planner", "target": "{\"arguments\":{\"goal\":\"build a treehouse\"},\"name\":\"planner\"}"}
 {"prompt": "Make me a directory src.", "kind": "tool", "category": "make_dir", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"src\"},\"name\":\"make_dir\"}"}
 {"prompt": "Slide the cursor to 'the logo'.", "kind": "tool", "category": "move_cursor", "tool": "move_cursor", "target": "{\"arguments\":{\"target\":\"the logo\"},\"name\":\"move_cursor\"}"}
 {"prompt": "Capture a screenshot.", "kind": "tool", "category": "screenshot", "tool": "screenshot", "target": "{\"arguments\":{},\"name\":\"screenshot\"}"}
 {"prompt": "Tap Enter.", "kind": "tool", "category": "key_press", "tool": "key_press", "target": "{\"arguments\":{\"key\":\"Enter\"},\"name\":\"key_press\"}"}
-{"prompt": "Run the Python code 'sorted([3, 1, 2])'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"sorted([3, 1, 2])\"},\"name\":\"run_python\"}"}
+{"prompt": "Run this Python: 'sorted([3, 1, 2])'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"sorted([3, 1, 2])\"},\"name\":\"run_python\"}"}
 {"prompt": "Set a reminder to drink water.", "kind": "tool", "category": "set_reminder", "tool": "set_reminder", "target": "{\"arguments\":{\"task\":\"drink water\"},\"name\":\"set_reminder\"}"}
 {"prompt": "Drag 'the plus button' over onto 'the search bar'.", "kind": "tool", "category": "drag", "tool": "drag", "target": "{\"arguments\":{\"dest\":\"the search bar\",\"source\":\"the plus button\"},\"name\":\"drag\"}"}
 {"prompt": "Give me the contents of notes.md.", "kind": "tool", "category": "read_file", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"notes.md\"},\"name\":\"read_file\"}"}
@@ -71,7 +71,7 @@
 {"prompt": "Show me files matching '*.proto'.", "kind": "tool", "category": "find_files", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.proto\"},\"name\":\"find_files\"}"}
 {"prompt": "Press the Space key.", "kind": "tool", "category": "key_press", "tool": "key_press", "target": "{\"arguments\":{\"key\":\"Space\"},\"name\":\"key_press\"}"}
 {"prompt": "Fire off 'tox'.", "kind": "tool", "category": "run_command", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"tox\"},\"name\":\"run_command\"}"}
-{"prompt": "Change main.go.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"main.go\"},\"name\":\"edit_file\"}"}
+{"prompt": "Fix up index.ts.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"index.ts\"},\"name\":\"edit_file\"}"}
 {"prompt": "Stop 'php' from running.", "kind": "tool", "category": "kill_process", "tool": "kill_process", "target": "{\"arguments\":{\"name\":\"php\"},\"name\":\"kill_process\"}"}
 {"prompt": "Go ahead and click 'the toggle'.", "kind": "tool", "category": "click", "tool": "click", "target": "{\"arguments\":{\"target\":\"the toggle\"},\"name\":\"click\"}"}
 {"prompt": "Kill the process 'ngrok'.", "kind": "tool", "category": "kill_process", "tool": "kill_process", "target": "{\"arguments\":{\"name\":\"ngrok\"},\"name\":\"kill_process\"}"}
@@ -88,7 +88,7 @@
 {"prompt": "Find every 'test_*.go' file.", "kind": "tool", "category": "find_files", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"test_*.go\"},\"name\":\"find_files\"}"}
 {"prompt": "Query the database with 'INSERT INTO logs VALUES (1)'.", "kind": "tool", "category": "sql_query", "tool": "sql_query", "target": "{\"arguments\":{\"query\":\"INSERT INTO logs VALUES (1)\"},\"name\":\"sql_query\"}"}
 {"prompt": "Get 'dentist appointment' on my calendar.", "kind": "tool", "category": "calendar_event", "tool": "calendar_event", "target": "{\"arguments\":{\"title\":\"dentist appointment\"},\"name\":\"calendar_event\"}"}
-{"prompt": "Run the snippet 'list(reversed([1, 2]))' in Python.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"list(reversed([1, 2]))\"},\"name\":\"run_python\"}"}
+{"prompt": "Have Python evaluate 'list(reversed([1, 2]))'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"list(reversed([1, 2]))\"},\"name\":\"run_python\"}"}
 {"prompt": "Reach Omar by email.", "kind": "tool", "category": "send_email", "tool": "send_email", "target": "{\"arguments\":{\"recipient\":\"Omar\"},\"name\":\"send_email\"}"}
 {"prompt": "Put a timer on for 50 seconds.", "kind": "tool", "category": "set_timer", "tool": "set_timer", "target": "{\"arguments\":{\"duration\":\"50 seconds\"},\"name\":\"set_timer\"}"}
 {"prompt": "Write 'home address' in the box.", "kind": "tool", "category": "type_text", "tool": "type_text", "target": "{\"arguments\":{\"text\":\"home address\"},\"name\":\"type_text\"}"}
@@ -106,9 +106,9 @@
 {"prompt": "Search the repo for 'handle_request'.", "kind": "tool", "category": "grep_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"handle_request\"},\"name\":\"grep_search\"}"}
 {"prompt": "Open blog.dev.", "kind": "tool", "category": "open_url", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"blog.dev\"},\"name\":\"open_url\"}"}
 {"prompt": "Do a GET on api.service.dev.", "kind": "tool", "category": "http_request", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"api.service.dev\"},\"name\":\"http_request\"}"}
-{"prompt": "Make changes to schema.graphql.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"schema.graphql\"},\"name\":\"edit_file\"}"}
+{"prompt": "Modify styles.css.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"styles.css\"},\"name\":\"edit_file\"}"}
 {"prompt": "Patch the file server.rb.", "kind": "tool", "category": "apply_patch", "tool": "apply_patch", "target": "{\"arguments\":{\"path\":\"server.rb\"},\"name\":\"apply_patch\"}"}
-{"prompt": "Edit styles.css.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"styles.css\"},\"name\":\"edit_file\"}"}
+{"prompt": "Make a quick edit to index.ts.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"index.ts\"},\"name\":\"edit_file\"}"}
 {"prompt": "Work out 44+11.", "kind": "tool", "category": "calculator", "tool": "calculator", "target": "{\"arguments\":{\"expression\":\"44+11\"},\"name\":\"calculator\"}"}
 {"prompt": "What's on the clipboard?", "kind": "tool", "category": "read_clipboard", "tool": "read_clipboard", "target": "{\"arguments\":{},\"name\":\"read_clipboard\"}"}
 {"prompt": "Unpack the file src.zip.", "kind": "tool", "category": "unzip", "tool": "unzip", "target": "{\"arguments\":{\"path\":\"src.zip\"},\"name\":\"unzip\"}"}
@@ -130,7 +130,7 @@
 {"prompt": "Write 'study schedule' in Notion.", "kind": "tool", "category": "notion_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"study schedule\"},\"name\":\"notion_write\"}"}
 {"prompt": "Get 'dentist appointment' on my calendar.", "kind": "tool", "category": "calendar_event", "tool": "calendar_event", "target": "{\"arguments\":{\"title\":\"dentist appointment\"},\"name\":\"calendar_event\"}"}
 {"prompt": "Can you visit store.example.net?", "kind": "tool", "category": "open_url", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"store.example.net\"},\"name\":\"open_url\"}"}
-{"prompt": "Grab files.example.com for me.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"files.example.com\"},\"name\":\"download_file\"}"}
+{"prompt": "Grab https://docs.product.com/manual.pdf for me.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://docs.product.com/manual.pdf\"},\"name\":\"download_file\"}"}
 {"prompt": "What's the git status?", "kind": "tool", "category": "git_status", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
 {"prompt": "Print the clipboard.", "kind": "tool", "category": "read_clipboard", "tool": "read_clipboard", "target": "{\"arguments\":{},\"name\":\"read_clipboard\"}"}
 {"prompt": "Plan how to get into shape.", "kind": "tool", "category": "planner", "tool": "planner", "target": "{\"arguments\":{\"goal\":\"get into shape\"},\"name\":\"planner\"}"}
@@ -183,17 +183,17 @@
 {"prompt": "docker run 'consul'.", "kind": "tool", "category": "docker_run", "tool": "docker_run", "target": "{\"arguments\":{\"image\":\"consul\"},\"name\":\"docker_run\"}"}
 {"prompt": "Slack the team 'lgtm'.", "kind": "tool", "category": "slack_send", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"lgtm\"},\"name\":\"slack_send\"}"}
 {"prompt": "Search the repo for 'class Server'.", "kind": "tool", "category": "grep_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"class Server\"},\"name\":\"grep_search\"}"}
-{"prompt": "Modify styles.css.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"styles.css\"},\"name\":\"edit_file\"}"}
+{"prompt": "Change main.go.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"main.go\"},\"name\":\"edit_file\"}"}
 {"prompt": "Tap 'the logo'.", "kind": "tool", "category": "click", "tool": "click", "target": "{\"arguments\":{\"target\":\"the logo\"},\"name\":\"click\"}"}
 {"prompt": "Do I need an umbrella in Galway?", "kind": "tool", "category": "get_weather", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Galway\"},\"name\":\"get_weather\"}"}
-{"prompt": "Go edit notes.md.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"notes.md\"},\"name\":\"edit_file\"}"}
+{"prompt": "Make changes to setup.cfg.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"setup.cfg\"},\"name\":\"edit_file\"}"}
 {"prompt": "Make a plan to train for a triathlon.", "kind": "tool", "category": "planner", "tool": "planner", "target": "{\"arguments\":{\"goal\":\"train for a triathlon\"},\"name\":\"planner\"}"}
 {"prompt": "Click on 'the tab'.", "kind": "tool", "category": "click", "tool": "click", "target": "{\"arguments\":{\"target\":\"the tab\"},\"name\":\"click\"}"}
 {"prompt": "Raise a Jira ticket for 'image upload error'.", "kind": "tool", "category": "jira_issue", "tool": "jira_issue", "target": "{\"arguments\":{\"summary\":\"image upload error\"},\"name\":\"jira_issue\"}"}
 {"prompt": "Put 'promo code' on the clipboard.", "kind": "tool", "category": "write_clipboard", "tool": "write_clipboard", "target": "{\"arguments\":{\"text\":\"promo code\"},\"name\":\"write_clipboard\"}"}
 {"prompt": "Run 'tox'.", "kind": "tool", "category": "run_command", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"tox\"},\"name\":\"run_command\"}"}
 {"prompt": "Log a Jira issue: 'timezone bug'.", "kind": "tool", "category": "jira_issue", "tool": "jira_issue", "target": "{\"arguments\":{\"summary\":\"timezone bug\"},\"name\":\"jira_issue\"}"}
-{"prompt": "Download portal.app.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"portal.app\"},\"name\":\"download_file\"}"}
+{"prompt": "Download cdn.assets.io/images.tar.gz.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"cdn.assets.io/images.tar.gz\"},\"name\":\"download_file\"}"}
 {"prompt": "Reach Elena by email.", "kind": "tool", "category": "send_email", "tool": "send_email", "target": "{\"arguments\":{\"recipient\":\"Elena\"},\"name\":\"send_email\"}"}
 {"prompt": "Stream Counting Stars.", "kind": "tool", "category": "play_music", "tool": "play_music", "target": "{\"arguments\":{\"song\":\"Counting Stars\"},\"name\":\"play_music\"}"}
 {"prompt": "Knock out 'envoy'.", "kind": "tool", "category": "kill_process", "tool": "kill_process", "target": "{\"arguments\":{\"name\":\"envoy\"},\"name\":\"kill_process\"}"}
@@ -204,7 +204,7 @@
 {"prompt": "Do I need an umbrella in Galway?", "kind": "tool", "category": "get_weather", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Galway\"},\"name\":\"get_weather\"}"}
 {"prompt": "List out assets.", "kind": "tool", "category": "list_dir", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"assets\"},\"name\":\"list_dir\"}"}
 {"prompt": "Press 'the toggle'.", "kind": "tool", "category": "click", "tool": "click", "target": "{\"arguments\":{\"target\":\"the toggle\"},\"name\":\"click\"}"}
-{"prompt": "Download the file located at blog.dev.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"blog.dev\"},\"name\":\"download_file\"}"}
+{"prompt": "Download the file located at https://assets.site.org/logo.png.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://assets.site.org/logo.png\"},\"name\":\"download_file\"}"}
 {"prompt": "Ping Slack with 'standup in 10'.", "kind": "tool", "category": "slack_send", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"standup in 10\"},\"name\":\"slack_send\"}"}
 {"prompt": "I need to remember to take out the trash.", "kind": "tool", "category": "set_reminder", "tool": "set_reminder", "target": "{\"arguments\":{\"task\":\"take out the trash\"},\"name\":\"set_reminder\"}"}
 {"prompt": "Read what's in the clipboard.", "kind": "tool", "category": "read_clipboard", "tool": "read_clipboard", "target": "{\"arguments\":{},\"name\":\"read_clipboard\"}"}
@@ -213,7 +213,7 @@
 {"prompt": "Copy 'ticket number' for me.", "kind": "tool", "category": "write_clipboard", "tool": "write_clipboard", "target": "{\"arguments\":{\"text\":\"ticket number\"},\"name\":\"write_clipboard\"}"}
 {"prompt": "Tell me what 'DB_HOST' is set to.", "kind": "tool", "category": "env_get", "tool": "env_get", "target": "{\"arguments\":{\"name\":\"DB_HOST\"},\"name\":\"env_get\"}"}
 {"prompt": "Double click 'the layer'.", "kind": "tool", "category": "double_click", "tool": "double_click", "target": "{\"arguments\":{\"target\":\"the layer\"},\"name\":\"double_click\"}"}
-{"prompt": "Touch up styles.css.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"styles.css\"},\"name\":\"edit_file\"}"}
+{"prompt": "Modify styles.css.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"styles.css\"},\"name\":\"edit_file\"}"}
 {"prompt": "Add the dependency 'express'.", "kind": "tool", "category": "install_package", "tool": "install_package", "target": "{\"arguments\":{\"name\":\"express\"},\"name\":\"install_package\"}"}
 {"prompt": "Create a directory named templates.", "kind": "tool", "category": "make_dir", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"templates\"},\"name\":\"make_dir\"}"}
 {"prompt": "Select 'the toggle'.", "kind": "tool", "category": "click", "tool": "click", "target": "{\"arguments\":{\"target\":\"the toggle\"},\"name\":\"click\"}"}
@@ -265,10 +265,10 @@
 {"prompt": "Visit store.example.net.", "kind": "tool", "category": "open_url", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"store.example.net\"},\"name\":\"open_url\"}"}
 {"prompt": "Let me see the diff.", "kind": "tool", "category": "git_diff", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
 {"prompt": "What is nostalgia?", "kind": "tool", "category": "define", "tool": "define", "target": "{\"arguments\":{\"term\":\"nostalgia\"},\"name\":\"define\"}"}
-{"prompt": "Apply the patch to queries.sql.", "kind": "tool", "category": "apply_patch", "tool": "apply_patch", "target": "{\"arguments\":{\"path\":\"queries.sql\"},\"name\":\"apply_patch\"}"}
+{"prompt": "Apply the patch to notes.md.", "kind": "tool", "category": "apply_patch", "tool": "apply_patch", "target": "{\"arguments\":{\"path\":\"notes.md\"},\"name\":\"apply_patch\"}"}
 {"prompt": "Execute all tests.", "kind": "tool", "category": "run_tests", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
 {"prompt": "Grab a screenshot of the screen.", "kind": "tool", "category": "screenshot", "tool": "screenshot", "target": "{\"arguments\":{},\"name\":\"screenshot\"}"}
-{"prompt": "Run this Python: 'print(42)'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"print(42)\"},\"name\":\"run_python\"}"}
+{"prompt": "Run the Python code 'print(sum(range(10)))'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"print(sum(range(10)))\"},\"name\":\"run_python\"}"}
 {"prompt": "Open up 'Music'.", "kind": "tool", "category": "open_app", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Music\"},\"name\":\"open_app\"}"}
 {"prompt": "Make a directory called scripts.", "kind": "tool", "category": "make_dir", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"scripts\"},\"name\":\"make_dir\"}"}
 {"prompt": "Run the unit tests.", "kind": "tool", "category": "run_tests", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
@@ -290,7 +290,7 @@
 {"prompt": "Screenshot the current screen.", "kind": "tool", "category": "screenshot", "tool": "screenshot", "target": "{\"arguments\":{},\"name\":\"screenshot\"}"}
 {"prompt": "Run the unit tests.", "kind": "tool", "category": "run_tests", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
 {"prompt": "Show me the process list.", "kind": "tool", "category": "list_processes", "tool": "list_processes", "target": "{\"arguments\":{},\"name\":\"list_processes\"}"}
-{"prompt": "Pull down store.example.net.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"store.example.net\"},\"name\":\"download_file\"}"}
+{"prompt": "Pull down files.example.com/report.pdf.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"files.example.com/report.pdf\"},\"name\":\"download_file\"}"}
 {"prompt": "Pause for 14 seconds.", "kind": "tool", "category": "wait", "tool": "wait", "target": "{\"arguments\":{\"seconds\":14},\"name\":\"wait\"}"}
 {"prompt": "Meaning of empathy?", "kind": "tool", "category": "define", "tool": "define", "target": "{\"arguments\":{\"term\":\"empathy\"},\"name\":\"define\"}"}
 {"prompt": "Capture a screenshot.", "kind": "tool", "category": "screenshot", "tool": "screenshot", "target": "{\"arguments\":{},\"name\":\"screenshot\"}"}
@@ -311,7 +311,7 @@
 {"prompt": "Open a Jira issue for 'timezone bug'.", "kind": "tool", "category": "jira_issue", "tool": "jira_issue", "target": "{\"arguments\":{\"summary\":\"timezone bug\"},\"name\":\"jira_issue\"}"}
 {"prompt": "Make a plan to start a business.", "kind": "tool", "category": "planner", "tool": "planner", "target": "{\"arguments\":{\"goal\":\"start a business\"},\"name\":\"planner\"}"}
 {"prompt": "Set a reminder to check email.", "kind": "tool", "category": "set_reminder", "tool": "set_reminder", "target": "{\"arguments\":{\"task\":\"check email\"},\"name\":\"set_reminder\"}"}
-{"prompt": "Interpret 'list(reversed([1, 2]))' as Python.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"list(reversed([1, 2]))\"},\"name\":\"run_python\"}"}
+{"prompt": "Let Python compute 'round(3.14159, 2)'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"round(3.14159, 2)\"},\"name\":\"run_python\"}"}
 {"prompt": "Create the directory logs.", "kind": "tool", "category": "make_dir", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"logs\"},\"name\":\"make_dir\"}"}
 {"prompt": "Kill 'ngrok'.", "kind": "tool", "category": "kill_process", "tool": "kill_process", "target": "{\"arguments\":{\"name\":\"ngrok\"},\"name\":\"kill_process\"}"}
 {"prompt": "Show the value of 'TOKEN'.", "kind": "tool", "category": "env_get", "tool": "env_get", "target": "{\"arguments\":{\"name\":\"TOKEN\"},\"name\":\"env_get\"}"}
@@ -325,7 +325,7 @@
 {"prompt": "Let me see Makefile.", "kind": "tool", "category": "read_file", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"Makefile\"},\"name\":\"read_file\"}"}
 {"prompt": "Commit the changes: 'refactor api'.", "kind": "tool", "category": "git_commit", "tool": "git_commit", "target": "{\"arguments\":{\"message\":\"refactor api\"},\"name\":\"git_commit\"}"}
 {"prompt": "Email a note to Maya.", "kind": "tool", "category": "send_email", "tool": "send_email", "target": "{\"arguments\":{\"recipient\":\"Maya\"},\"name\":\"send_email\"}"}
-{"prompt": "Modify index.ts.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"index.ts\"},\"name\":\"edit_file\"}"}
+{"prompt": "Fix up handler.kt.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"handler.kt\"},\"name\":\"edit_file\"}"}
 {"prompt": "Set up a folder called vendor.", "kind": "tool", "category": "make_dir", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"vendor\"},\"name\":\"make_dir\"}"}
 {"prompt": "Check the environment variable 'MAX_RETRIES'.", "kind": "tool", "category": "env_get", "tool": "env_get", "target": "{\"arguments\":{\"name\":\"MAX_RETRIES\"},\"name\":\"env_get\"}"}
 {"prompt": "Bring up portal.app.", "kind": "tool", "category": "open_url", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"portal.app\"},\"name\":\"open_url\"}"}
@@ -335,13 +335,13 @@
 {"prompt": "Help me plan to build a treehouse.", "kind": "tool", "category": "planner", "tool": "planner", "target": "{\"arguments\":{\"goal\":\"build a treehouse\"},\"name\":\"planner\"}"}
 {"prompt": "What processes are running?", "kind": "tool", "category": "list_processes", "tool": "list_processes", "target": "{\"arguments\":{},\"name\":\"list_processes\"}"}
 {"prompt": "Remind me to take out the trash.", "kind": "tool", "category": "set_reminder", "tool": "set_reminder", "target": "{\"arguments\":{\"task\":\"take out the trash\"},\"name\":\"set_reminder\"}"}
-{"prompt": "Fix up index.ts.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"index.ts\"},\"name\":\"edit_file\"}"}
+{"prompt": "Edit the file queries.sql.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"queries.sql\"},\"name\":\"edit_file\"}"}
 {"prompt": "Set the clipboard to 'ticket number'.", "kind": "tool", "category": "write_clipboard", "tool": "write_clipboard", "target": "{\"arguments\":{\"text\":\"ticket number\"},\"name\":\"write_clipboard\"}"}
 {"prompt": "Hit 'the node' twice.", "kind": "tool", "category": "double_click", "tool": "double_click", "target": "{\"arguments\":{\"target\":\"the node\"},\"name\":\"double_click\"}"}
 {"prompt": "Slide 'the Save button' onto 'the search bar'.", "kind": "tool", "category": "drag", "tool": "drag", "target": "{\"arguments\":{\"dest\":\"the search bar\",\"source\":\"the Save button\"},\"name\":\"drag\"}"}
 {"prompt": "Hit shop.co with a request.", "kind": "tool", "category": "http_request", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"shop.co\"},\"name\":\"http_request\"}"}
 {"prompt": "Wake me in 55 minutes.", "kind": "tool", "category": "set_timer", "tool": "set_timer", "target": "{\"arguments\":{\"duration\":\"55 minutes\"},\"name\":\"set_timer\"}"}
-{"prompt": "Compute 'len('hello')' with Python.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"len('hello')\"},\"name\":\"run_python\"}"}
+{"prompt": "Evaluate 'sorted([3, 1, 2])' in a Python shell.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"sorted([3, 1, 2])\"},\"name\":\"run_python\"}"}
 {"prompt": "Move up on the page.", "kind": "tool", "category": "scroll", "tool": "scroll", "target": "{\"arguments\":{\"direction\":\"up\"},\"name\":\"scroll\"}"}
 {"prompt": "Install the 'axios' package.", "kind": "tool", "category": "install_package", "tool": "install_package", "target": "{\"arguments\":{\"name\":\"axios\"},\"name\":\"install_package\"}"}
 {"prompt": "Explain the word candid.", "kind": "tool", "category": "define", "tool": "define", "target": "{\"arguments\":{\"term\":\"candid\"},\"name\":\"define\"}"}
@@ -402,7 +402,7 @@
 {"prompt": "Set a timer for 5 hours.", "kind": "tool", "category": "set_timer", "tool": "set_timer", "target": "{\"arguments\":{\"duration\":\"5 hours\"},\"name\":\"set_timer\"}"}
 {"prompt": "Expand logs.zip.", "kind": "tool", "category": "unzip", "tool": "unzip", "target": "{\"arguments\":{\"path\":\"logs.zip\"},\"name\":\"unzip\"}"}
 {"prompt": "Look up the tallest mountain.", "kind": "tool", "category": "web_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"the tallest mountain\"},\"name\":\"web_search\"}"}
-{"prompt": "Retrieve the file from mail.provider.net.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"mail.provider.net\"},\"name\":\"download_file\"}"}
+{"prompt": "Retrieve the file from cdn.acme.io/fonts.woff2.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"cdn.acme.io/fonts.woff2\"},\"name\":\"download_file\"}"}
 {"prompt": "Unpack the archive samples.zip.", "kind": "tool", "category": "unzip", "tool": "unzip", "target": "{\"arguments\":{\"path\":\"samples.zip\"},\"name\":\"unzip\"}"}
 {"prompt": "Spin up a file handler.kt.", "kind": "tool", "category": "write_file", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"handler.kt\"},\"name\":\"write_file\"}"}
 {"prompt": "Decompress release.zip.", "kind": "tool", "category": "unzip", "tool": "unzip", "target": "{\"arguments\":{\"path\":\"release.zip\"},\"name\":\"unzip\"}"}
@@ -413,9 +413,9 @@
 {"prompt": "Sit tight 11 seconds.", "kind": "tool", "category": "wait", "tool": "wait", "target": "{\"arguments\":{\"seconds\":11},\"name\":\"wait\"}"}
 {"prompt": "Start counting down 50 seconds.", "kind": "tool", "category": "set_timer", "tool": "set_timer", "target": "{\"arguments\":{\"duration\":\"50 seconds\"},\"name\":\"set_timer\"}"}
 {"prompt": "Nudge me to log hours.", "kind": "tool", "category": "set_reminder", "tool": "set_reminder", "target": "{\"arguments\":{\"task\":\"log hours\"},\"name\":\"set_reminder\"}"}
-{"prompt": "Run 'len('hello')' in Python.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"len('hello')\"},\"name\":\"run_python\"}"}
+{"prompt": "Evaluate 'sorted([3, 1, 2])' in a Python shell.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"sorted([3, 1, 2])\"},\"name\":\"run_python\"}"}
 {"prompt": "Do the math on 20-4.", "kind": "tool", "category": "calculator", "tool": "calculator", "target": "{\"arguments\":{\"expression\":\"20-4\"},\"name\":\"calculator\"}"}
-{"prompt": "Download cdn.assets.io.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"cdn.assets.io\"},\"name\":\"download_file\"}"}
+{"prompt": "Download store.example.net/export.json.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"store.example.net/export.json\"},\"name\":\"download_file\"}"}
 {"prompt": "Create a reminder to stretch.", "kind": "tool", "category": "set_reminder", "tool": "set_reminder", "target": "{\"arguments\":{\"task\":\"stretch\"},\"name\":\"set_reminder\"}"}
 {"prompt": "Kill the process 'ngrok'.", "kind": "tool", "category": "kill_process", "tool": "kill_process", "target": "{\"arguments\":{\"name\":\"ngrok\"},\"name\":\"kill_process\"}"}
 {"prompt": "Explain the word ephemeral.", "kind": "tool", "category": "define", "tool": "define", "target": "{\"arguments\":{\"term\":\"ephemeral\"},\"name\":\"define\"}"}
@@ -438,7 +438,7 @@
 {"prompt": "How's the weather in Galway?", "kind": "tool", "category": "get_weather", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Galway\"},\"name\":\"get_weather\"}"}
 {"prompt": "I need to learn to code.", "kind": "tool", "category": "planner", "tool": "planner", "target": "{\"arguments\":{\"goal\":\"learn to code\"},\"name\":\"planner\"}"}
 {"prompt": "Send 'deploy finished' to the Slack channel.", "kind": "tool", "category": "slack_send", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"deploy finished\"},\"name\":\"slack_send\"}"}
-{"prompt": "Edit the file notes.md.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"notes.md\"},\"name\":\"edit_file\"}"}
+{"prompt": "Change schema.graphql.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"schema.graphql\"},\"name\":\"edit_file\"}"}
 {"prompt": "Take me to docs.product.com.", "kind": "tool", "category": "open_url", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"docs.product.com\"},\"name\":\"open_url\"}"}
 {"prompt": "Add a calendar event called '1:1 with manager'.", "kind": "tool", "category": "calendar_event", "tool": "calendar_event", "target": "{\"arguments\":{\"title\":\"1:1 with manager\"},\"name\":\"calendar_event\"}"}
 {"prompt": "What's in examples?", "kind": "tool", "category": "list_dir", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"examples\"},\"name\":\"list_dir\"}"}
@@ -510,17 +510,17 @@
 {"prompt": "Where is 'retry_count' used?", "kind": "tool", "category": "grep_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"retry_count\"},\"name\":\"grep_search\"}"}
 {"prompt": "Hover over 'the toggle'.", "kind": "tool", "category": "move_cursor", "tool": "move_cursor", "target": "{\"arguments\":{\"target\":\"the toggle\"},\"name\":\"move_cursor\"}"}
 {"prompt": "Press the Space key.", "kind": "tool", "category": "key_press", "tool": "key_press", "target": "{\"arguments\":{\"key\":\"Space\"},\"name\":\"key_press\"}"}
-{"prompt": "Fix up pipeline.yml.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"pipeline.yml\"},\"name\":\"edit_file\"}"}
+{"prompt": "Touch up styles.css.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"styles.css\"},\"name\":\"edit_file\"}"}
 {"prompt": "Send a request to shop.co.", "kind": "tool", "category": "http_request", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"shop.co\"},\"name\":\"http_request\"}"}
 {"prompt": "Create a directory named logs.", "kind": "tool", "category": "make_dir", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"logs\"},\"name\":\"make_dir\"}"}
 {"prompt": "Unpack the archive exports.zip.", "kind": "tool", "category": "unzip", "tool": "unzip", "target": "{\"arguments\":{\"path\":\"exports.zip\"},\"name\":\"unzip\"}"}
 {"prompt": "Snap a picture of what's on screen.", "kind": "tool", "category": "screenshot", "tool": "screenshot", "target": "{\"arguments\":{},\"name\":\"screenshot\"}"}
 {"prompt": "Install the 'eslint' package.", "kind": "tool", "category": "install_package", "tool": "install_package", "target": "{\"arguments\":{\"name\":\"eslint\"},\"name\":\"install_package\"}"}
-{"prompt": "Make a quick edit to index.ts.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"index.ts\"},\"name\":\"edit_file\"}"}
+{"prompt": "Edit index.ts.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"index.ts\"},\"name\":\"edit_file\"}"}
 {"prompt": "Log a Jira issue: 'missing translations'.", "kind": "tool", "category": "jira_issue", "tool": "jira_issue", "target": "{\"arguments\":{\"summary\":\"missing translations\"},\"name\":\"jira_issue\"}"}
 {"prompt": "Put 'promo code' on the clipboard.", "kind": "tool", "category": "write_clipboard", "tool": "write_clipboard", "target": "{\"arguments\":{\"text\":\"promo code\"},\"name\":\"write_clipboard\"}"}
 {"prompt": "Look up the distance to the moon.", "kind": "tool", "category": "web_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"the distance to the moon\"},\"name\":\"web_search\"}"}
-{"prompt": "Download the file located at status.host.io.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"status.host.io\"},\"name\":\"download_file\"}"}
+{"prompt": "Download the file located at https://files.example.com/sample.xlsx.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://files.example.com/sample.xlsx\"},\"name\":\"download_file\"}"}
 {"prompt": "Run the patch on handler.kt.", "kind": "tool", "category": "apply_patch", "tool": "apply_patch", "target": "{\"arguments\":{\"path\":\"handler.kt\"},\"name\":\"apply_patch\"}"}
 {"prompt": "Show what's inside templates.", "kind": "tool", "category": "list_dir", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"templates\"},\"name\":\"list_dir\"}"}
 {"prompt": "Execute 'SELECT name FROM teams' on the database.", "kind": "tool", "category": "sql_query", "tool": "sql_query", "target": "{\"arguments\":{\"query\":\"SELECT name FROM teams\"},\"name\":\"sql_query\"}"}
@@ -528,17 +528,17 @@
 {"prompt": "Can you play Shape of You?", "kind": "tool", "category": "play_music", "tool": "play_music", "target": "{\"arguments\":{\"song\":\"Shape of You\"},\"name\":\"play_music\"}"}
 {"prompt": "Peek inside vendor.", "kind": "tool", "category": "list_dir", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"vendor\"},\"name\":\"list_dir\"}"}
 {"prompt": "Read out main.go.", "kind": "tool", "category": "read_file", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"main.go\"},\"name\":\"read_file\"}"}
-{"prompt": "Pull the file down from api.service.dev.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"api.service.dev\"},\"name\":\"download_file\"}"}
+{"prompt": "Pull the file down from https://portal.app/files/backup.zip.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://portal.app/files/backup.zip\"},\"name\":\"download_file\"}"}
 {"prompt": "Open 'Pages'.", "kind": "tool", "category": "open_app", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Pages\"},\"name\":\"open_app\"}"}
 {"prompt": "Drag and drop 'the Save button' to 'the Login link'.", "kind": "tool", "category": "drag", "tool": "drag", "target": "{\"arguments\":{\"dest\":\"the Login link\",\"source\":\"the Save button\"},\"name\":\"drag\"}"}
 {"prompt": "Hit 'the plus button'.", "kind": "tool", "category": "click", "tool": "click", "target": "{\"arguments\":{\"target\":\"the plus button\"},\"name\":\"click\"}"}
 {"prompt": "Install the 'zod' package.", "kind": "tool", "category": "install_package", "tool": "install_package", "target": "{\"arguments\":{\"name\":\"zod\"},\"name\":\"install_package\"}"}
-{"prompt": "Download the file from status.host.io.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"status.host.io\"},\"name\":\"download_file\"}"}
+{"prompt": "Download the file from https://files.example.com/sample.xlsx.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://files.example.com/sample.xlsx\"},\"name\":\"download_file\"}"}
 {"prompt": "Start the 'consul' image in Docker.", "kind": "tool", "category": "docker_run", "tool": "docker_run", "target": "{\"arguments\":{\"image\":\"consul\"},\"name\":\"docker_run\"}"}
 {"prompt": "Slack the team 'out for lunch'.", "kind": "tool", "category": "slack_send", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"out for lunch\"},\"name\":\"slack_send\"}"}
 {"prompt": "Make a file called main.go.", "kind": "tool", "category": "write_file", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"main.go\"},\"name\":\"write_file\"}"}
 {"prompt": "Read the clipboard.", "kind": "tool", "category": "read_clipboard", "tool": "read_clipboard", "target": "{\"arguments\":{},\"name\":\"read_clipboard\"}"}
-{"prompt": "Run this Python: 'bool(0)'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"bool(0)\"},\"name\":\"run_python\"}"}
+{"prompt": "Have Python evaluate 'round(3.14159, 2)'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"round(3.14159, 2)\"},\"name\":\"run_python\"}"}
 {"prompt": "What's in the docs directory?", "kind": "tool", "category": "list_dir", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"docs\"},\"name\":\"list_dir\"}"}
 {"prompt": "Time 55 minutes for me.", "kind": "tool", "category": "set_timer", "tool": "set_timer", "target": "{\"arguments\":{\"duration\":\"55 minutes\"},\"name\":\"set_timer\"}"}
 {"prompt": "Take a screen capture.", "kind": "tool", "category": "screenshot", "tool": "screenshot", "target": "{\"arguments\":{},\"name\":\"screenshot\"}"}
@@ -547,7 +547,7 @@
 {"prompt": "Open the 'Keynote' app.", "kind": "tool", "category": "open_app", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Keynote\"},\"name\":\"open_app\"}"}
 {"prompt": "Hit 'the OK button'.", "kind": "tool", "category": "click", "tool": "click", "target": "{\"arguments\":{\"target\":\"the OK button\"},\"name\":\"click\"}"}
 {"prompt": "Grab 'the menu icon' and drag it to 'the avatar'.", "kind": "tool", "category": "drag", "tool": "drag", "target": "{\"arguments\":{\"dest\":\"the avatar\",\"source\":\"the menu icon\"},\"name\":\"drag\"}"}
-{"prompt": "Fix up server.rb.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"server.rb\"},\"name\":\"edit_file\"}"}
+{"prompt": "Touch up styles.css.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"styles.css\"},\"name\":\"edit_file\"}"}
 {"prompt": "Put together a plan to learn to code.", "kind": "tool", "category": "planner", "tool": "planner", "target": "{\"arguments\":{\"goal\":\"learn to code\"},\"name\":\"planner\"}"}
 {"prompt": "Send an HTTP GET to status.host.io.", "kind": "tool", "category": "http_request", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"status.host.io\"},\"name\":\"http_request\"}"}
 {"prompt": "Apply changes to report.csv as a patch.", "kind": "tool", "category": "apply_patch", "tool": "apply_patch", "target": "{\"arguments\":{\"path\":\"report.csv\"},\"name\":\"apply_patch\"}"}
@@ -567,7 +567,7 @@
 {"prompt": "Email Omar.", "kind": "tool", "category": "send_email", "tool": "send_email", "target": "{\"arguments\":{\"recipient\":\"Omar\"},\"name\":\"send_email\"}"}
 {"prompt": "Give it 100 seconds.", "kind": "tool", "category": "wait", "tool": "wait", "target": "{\"arguments\":{\"seconds\":100},\"name\":\"wait\"}"}
 {"prompt": "Swipe up.", "kind": "tool", "category": "scroll", "tool": "scroll", "target": "{\"arguments\":{\"direction\":\"up\"},\"name\":\"scroll\"}"}
-{"prompt": "Compute 'sum([1, 2, 3])' with Python.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"sum([1, 2, 3])\"},\"name\":\"run_python\"}"}
+{"prompt": "Run the Python code '[x*x for x in range(4)]'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"[x*x for x in range(4)]\"},\"name\":\"run_python\"}"}
 {"prompt": "Can you tell me why the sky is blue?", "kind": "tool", "category": "web_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"why the sky is blue\"},\"name\":\"web_search\"}"}
 {"prompt": "Make a Jira issue about 'bad redirect'.", "kind": "tool", "category": "jira_issue", "tool": "jira_issue", "target": "{\"arguments\":{\"summary\":\"bad redirect\"},\"name\":\"jira_issue\"}"}
 {"prompt": "Save the file main.go.", "kind": "tool", "category": "write_file", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"main.go\"},\"name\":\"write_file\"}"}
@@ -580,7 +580,7 @@
 {"prompt": "Spin up a file schema.graphql.", "kind": "tool", "category": "write_file", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"schema.graphql\"},\"name\":\"write_file\"}"}
 {"prompt": "Copy 'license key' to the clipboard.", "kind": "tool", "category": "write_clipboard", "tool": "write_clipboard", "target": "{\"arguments\":{\"text\":\"license key\"},\"name\":\"write_clipboard\"}"}
 {"prompt": "Do the math on 100-33.", "kind": "tool", "category": "calculator", "tool": "calculator", "target": "{\"arguments\":{\"expression\":\"100-33\"},\"name\":\"calculator\"}"}
-{"prompt": "Grab status.host.io for me.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"status.host.io\"},\"name\":\"download_file\"}"}
+{"prompt": "Grab https://files.example.com/sample.xlsx for me.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://files.example.com/sample.xlsx\"},\"name\":\"download_file\"}"}
 {"prompt": "Display main.go.", "kind": "tool", "category": "read_file", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"main.go\"},\"name\":\"read_file\"}"}
 {"prompt": "Give me a plan to plan a road trip.", "kind": "tool", "category": "planner", "tool": "planner", "target": "{\"arguments\":{\"goal\":\"plan a road trip\"},\"name\":\"planner\"}"}
 {"prompt": "Tell me the latest about the celebrity scandal.", "kind": "tool", "category": "get_news", "tool": "get_news", "target": "{\"arguments\":{\"topic\":\"the celebrity scandal\"},\"name\":\"get_news\"}"}
@@ -596,7 +596,7 @@
 {"prompt": "Throw 'ticket number' on the clipboard.", "kind": "tool", "category": "write_clipboard", "tool": "write_clipboard", "target": "{\"arguments\":{\"text\":\"ticket number\"},\"name\":\"write_clipboard\"}"}
 {"prompt": "Commit everything with 'wip'.", "kind": "tool", "category": "git_commit", "tool": "git_commit", "target": "{\"arguments\":{\"message\":\"wip\"},\"name\":\"git_commit\"}"}
 {"prompt": "Stop the 'watchman' process.", "kind": "tool", "category": "kill_process", "tool": "kill_process", "target": "{\"arguments\":{\"name\":\"watchman\"},\"name\":\"kill_process\"}"}
-{"prompt": "Pull the file down from docs.product.com.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"docs.product.com\"},\"name\":\"download_file\"}"}
+{"prompt": "Pull the file down from mirror.service.dev/pkg.whl.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"mirror.service.dev/pkg.whl\"},\"name\":\"download_file\"}"}
 {"prompt": "Key in 'order 3310'.", "kind": "tool", "category": "type_text", "tool": "type_text", "target": "{\"arguments\":{\"text\":\"order 3310\"},\"name\":\"type_text\"}"}
 {"prompt": "Open up the archive logs.zip.", "kind": "tool", "category": "unzip", "tool": "unzip", "target": "{\"arguments\":{\"path\":\"logs.zip\"},\"name\":\"unzip\"}"}
 {"prompt": "Trigger the test suite.", "kind": "tool", "category": "run_tests", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
@@ -612,7 +612,7 @@
 {"prompt": "What did I change?", "kind": "tool", "category": "git_diff", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
 {"prompt": "Fire up news.site.org in the browser.", "kind": "tool", "category": "open_url", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"news.site.org\"},\"name\":\"open_url\"}"}
 {"prompt": "Let's run the tests.", "kind": "tool", "category": "run_tests", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
-{"prompt": "Make a quick edit to index.ts.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"index.ts\"},\"name\":\"edit_file\"}"}
+{"prompt": "Fix up server.rb.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"server.rb\"},\"name\":\"edit_file\"}"}
 {"prompt": "Lay the patch over notes.md.", "kind": "tool", "category": "apply_patch", "tool": "apply_patch", "target": "{\"arguments\":{\"path\":\"notes.md\"},\"name\":\"apply_patch\"}"}
 {"prompt": "Start the 'node:18' image in Docker.", "kind": "tool", "category": "docker_run", "tool": "docker_run", "target": "{\"arguments\":{\"image\":\"node:18\"},\"name\":\"docker_run\"}"}
 {"prompt": "Hit Space.", "kind": "tool", "category": "key_press", "tool": "key_press", "target": "{\"arguments\":{\"key\":\"Space\"},\"name\":\"key_press\"}"}
@@ -635,7 +635,7 @@
 {"prompt": "Wait for 22 seconds.", "kind": "tool", "category": "wait", "tool": "wait", "target": "{\"arguments\":{\"seconds\":22},\"name\":\"wait\"}"}
 {"prompt": "Which files match '*.yml'?", "kind": "tool", "category": "find_files", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.yml\"},\"name\":\"find_files\"}"}
 {"prompt": "List files matching '*.cfg'.", "kind": "tool", "category": "find_files", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.cfg\"},\"name\":\"find_files\"}"}
-{"prompt": "Download the file from cdn.assets.io.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"cdn.assets.io\"},\"name\":\"download_file\"}"}
+{"prompt": "Download the file from store.example.net/export.json.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"store.example.net/export.json\"},\"name\":\"download_file\"}"}
 {"prompt": "Snap a picture of what's on screen.", "kind": "tool", "category": "screenshot", "tool": "screenshot", "target": "{\"arguments\":{},\"name\":\"screenshot\"}"}
 {"prompt": "Execute 'npm ci'.", "kind": "tool", "category": "run_command", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"npm ci\"},\"name\":\"run_command\"}"}
 {"prompt": "Send Tariq an email message.", "kind": "tool", "category": "send_email", "tool": "send_email", "target": "{\"arguments\":{\"recipient\":\"Tariq\"},\"name\":\"send_email\"}"}
@@ -643,15 +643,15 @@
 {"prompt": "Type 'rake db:migrate' in the terminal.", "kind": "tool", "category": "run_command", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"rake db:migrate\"},\"name\":\"run_command\"}"}
 {"prompt": "Send a Slack message saying 'merging this'.", "kind": "tool", "category": "slack_send", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"merging this\"},\"name\":\"slack_send\"}"}
 {"prompt": "Brief me on the election results.", "kind": "tool", "category": "get_news", "tool": "get_news", "target": "{\"arguments\":{\"topic\":\"the election results\"},\"name\":\"get_news\"}"}
-{"prompt": "Use Python to run 'int('100')'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"int('100')\"},\"name\":\"run_python\"}"}
+{"prompt": "Use Python to run 'abs(-7)'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"abs(-7)\"},\"name\":\"run_python\"}"}
 {"prompt": "Show the contents of server.rb.", "kind": "tool", "category": "read_file", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"server.rb\"},\"name\":\"read_file\"}"}
 {"prompt": "Give me 12+7.", "kind": "tool", "category": "calculator", "tool": "calculator", "target": "{\"arguments\":{\"expression\":\"12+7\"},\"name\":\"calculator\"}"}
 {"prompt": "Remind me later to call mom.", "kind": "tool", "category": "set_reminder", "tool": "set_reminder", "target": "{\"arguments\":{\"task\":\"call mom\"},\"name\":\"set_reminder\"}"}
-{"prompt": "Edit the file queries.sql.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"queries.sql\"},\"name\":\"edit_file\"}"}
+{"prompt": "Fix up index.ts.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"index.ts\"},\"name\":\"edit_file\"}"}
 {"prompt": "Start playing Shape of You.", "kind": "tool", "category": "play_music", "tool": "play_music", "target": "{\"arguments\":{\"song\":\"Shape of You\"},\"name\":\"play_music\"}"}
 {"prompt": "Run our tests.", "kind": "tool", "category": "run_tests", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
 {"prompt": "Unpack the archive src.zip.", "kind": "tool", "category": "unzip", "tool": "unzip", "target": "{\"arguments\":{\"path\":\"src.zip\"},\"name\":\"unzip\"}"}
-{"prompt": "Download the file located at acme.io.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"acme.io\"},\"name\":\"download_file\"}"}
+{"prompt": "Download the file located at https://cdn.acme.io/release.zip.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://cdn.acme.io/release.zip\"},\"name\":\"download_file\"}"}
 {"prompt": "Fetch the value of 'API_URL'.", "kind": "tool", "category": "env_get", "tool": "env_get", "target": "{\"arguments\":{\"name\":\"API_URL\"},\"name\":\"env_get\"}"}
 {"prompt": "Run the 'consul' image.", "kind": "tool", "category": "docker_run", "tool": "docker_run", "target": "{\"arguments\":{\"image\":\"consul\"},\"name\":\"docker_run\"}"}
 {"prompt": "Double tap 'the thumbnail'.", "kind": "tool", "category": "double_click", "tool": "double_click", "target": "{\"arguments\":{\"target\":\"the thumbnail\"},\"name\":\"double_click\"}"}
@@ -661,7 +661,7 @@
 {"prompt": "Move the cursor to 'the OK button'.", "kind": "tool", "category": "move_cursor", "tool": "move_cursor", "target": "{\"arguments\":{\"target\":\"the OK button\"},\"name\":\"move_cursor\"}"}
 {"prompt": "Calculate 15+8.", "kind": "tool", "category": "calculator", "tool": "calculator", "target": "{\"arguments\":{\"expression\":\"15+8\"},\"name\":\"calculator\"}"}
 {"prompt": "Get the clipboard contents.", "kind": "tool", "category": "read_clipboard", "tool": "read_clipboard", "target": "{\"arguments\":{},\"name\":\"read_clipboard\"}"}
-{"prompt": "Compute 'bool(0)' with Python.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"bool(0)\"},\"name\":\"run_python\"}"}
+{"prompt": "Have Python evaluate 'len('hello')'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"len('hello')\"},\"name\":\"run_python\"}"}
 {"prompt": "I want to know the weight of an elephant.", "kind": "tool", "category": "web_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"the weight of an elephant\"},\"name\":\"web_search\"}"}
 {"prompt": "What did I change?", "kind": "tool", "category": "git_diff", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
 {"prompt": "Run this command: 'df -h'.", "kind": "tool", "category": "run_command", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"df -h\"},\"name\":\"run_command\"}"}
@@ -676,7 +676,7 @@
 {"prompt": "Drag 'the search bar' onto 'the Save button'.", "kind": "tool", "category": "drag", "tool": "drag", "target": "{\"arguments\":{\"dest\":\"the Save button\",\"source\":\"the search bar\"},\"name\":\"drag\"}"}
 {"prompt": "Give me a plan to learn to code.", "kind": "tool", "category": "planner", "tool": "planner", "target": "{\"arguments\":{\"goal\":\"learn to code\"},\"name\":\"planner\"}"}
 {"prompt": "Save a screenshot.", "kind": "tool", "category": "screenshot", "tool": "screenshot", "target": "{\"arguments\":{},\"name\":\"screenshot\"}"}
-{"prompt": "Have Python evaluate 'list(reversed([1, 2]))'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"list(reversed([1, 2]))\"},\"name\":\"run_python\"}"}
+{"prompt": "Interpret 'int('100')' as Python.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"int('100')\"},\"name\":\"run_python\"}"}
 {"prompt": "Move up on the page.", "kind": "tool", "category": "scroll", "tool": "scroll", "target": "{\"arguments\":{\"direction\":\"up\"},\"name\":\"scroll\"}"}
 {"prompt": "Fetch the value of 'QUEUE_NAME'.", "kind": "tool", "category": "env_get", "tool": "env_get", "target": "{\"arguments\":{\"name\":\"QUEUE_NAME\"},\"name\":\"env_get\"}"}
 {"prompt": "Run the shell command 'df -h'.", "kind": "tool", "category": "run_command", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"df -h\"},\"name\":\"run_command\"}"}
@@ -713,7 +713,7 @@
 {"prompt": "Type 'full name'.", "kind": "tool", "category": "type_text", "tool": "type_text", "target": "{\"arguments\":{\"text\":\"full name\"},\"name\":\"type_text\"}"}
 {"prompt": "Kill 'bun'.", "kind": "tool", "category": "kill_process", "tool": "kill_process", "target": "{\"arguments\":{\"name\":\"bun\"},\"name\":\"kill_process\"}"}
 {"prompt": "Tell me the weather for Sydney.", "kind": "tool", "category": "get_weather", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Sydney\"},\"name\":\"get_weather\"}"}
-{"prompt": "Get the file at blog.dev.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"blog.dev\"},\"name\":\"download_file\"}"}
+{"prompt": "Get the file at https://assets.site.org/logo.png.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://assets.site.org/logo.png\"},\"name\":\"download_file\"}"}
 {"prompt": "Drag the page down.", "kind": "tool", "category": "scroll", "tool": "scroll", "target": "{\"arguments\":{\"direction\":\"down\"},\"name\":\"scroll\"}"}
 {"prompt": "Email a note to Elena.", "kind": "tool", "category": "send_email", "tool": "send_email", "target": "{\"arguments\":{\"recipient\":\"Elena\"},\"name\":\"send_email\"}"}
 {"prompt": "Copy the text 'see you soon'.", "kind": "tool", "category": "write_clipboard", "tool": "write_clipboard", "target": "{\"arguments\":{\"text\":\"see you soon\"},\"name\":\"write_clipboard\"}"}
@@ -723,7 +723,7 @@
 {"prompt": "Open a Jira issue for 'missing translations'.", "kind": "tool", "category": "jira_issue", "tool": "jira_issue", "target": "{\"arguments\":{\"summary\":\"missing translations\"},\"name\":\"jira_issue\"}"}
 {"prompt": "Call out to portal.app.", "kind": "tool", "category": "http_request", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"portal.app\"},\"name\":\"http_request\"}"}
 {"prompt": "Commit the changes: 'update readme'.", "kind": "tool", "category": "git_commit", "tool": "git_commit", "target": "{\"arguments\":{\"message\":\"update readme\"},\"name\":\"git_commit\"}"}
-{"prompt": "Run this Python: 'list(reversed([1, 2]))'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"list(reversed([1, 2]))\"},\"name\":\"run_python\"}"}
+{"prompt": "Let Python compute 'print(sum(range(10)))'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"print(sum(range(10)))\"},\"name\":\"run_python\"}"}
 {"prompt": "Wipe out the 'dotnet' process.", "kind": "tool", "category": "kill_process", "tool": "kill_process", "target": "{\"arguments\":{\"name\":\"dotnet\"},\"name\":\"kill_process\"}"}
 {"prompt": "Hit 'the app icon' twice.", "kind": "tool", "category": "double_click", "tool": "double_click", "target": "{\"arguments\":{\"target\":\"the app icon\"},\"name\":\"double_click\"}"}
 {"prompt": "What is 'API_URL' set to?", "kind": "tool", "category": "env_get", "tool": "env_get", "target": "{\"arguments\":{\"name\":\"API_URL\"},\"name\":\"env_get\"}"}
@@ -751,7 +751,7 @@
 {"prompt": "Kick off a timer for 18 minutes.", "kind": "tool", "category": "set_timer", "tool": "set_timer", "target": "{\"arguments\":{\"duration\":\"18 minutes\"},\"name\":\"set_timer\"}"}
 {"prompt": "Hit 'the Login link'.", "kind": "tool", "category": "click", "tool": "click", "target": "{\"arguments\":{\"target\":\"the Login link\"},\"name\":\"click\"}"}
 {"prompt": "Print the diff.", "kind": "tool", "category": "git_diff", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
-{"prompt": "Update the file index.ts.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"index.ts\"},\"name\":\"edit_file\"}"}
+{"prompt": "Tweak main.go.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"main.go\"},\"name\":\"edit_file\"}"}
 {"prompt": "Let the team know on Slack: 'deploy finished'.", "kind": "tool", "category": "slack_send", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"deploy finished\"},\"name\":\"slack_send\"}"}
 {"prompt": "Peek inside src.", "kind": "tool", "category": "list_dir", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"src\"},\"name\":\"list_dir\"}"}
 {"prompt": "Apply changes to handler.kt as a patch.", "kind": "tool", "category": "apply_patch", "tool": "apply_patch", "target": "{\"arguments\":{\"path\":\"handler.kt\"},\"name\":\"apply_patch\"}"}
@@ -762,7 +762,7 @@
 {"prompt": "Add a Jira ticket titled 'stale cache'.", "kind": "tool", "category": "jira_issue", "tool": "jira_issue", "target": "{\"arguments\":{\"summary\":\"stale cache\"},\"name\":\"jira_issue\"}"}
 {"prompt": "Show me headlines about the new tax bill.", "kind": "tool", "category": "get_news", "tool": "get_news", "target": "{\"arguments\":{\"topic\":\"the new tax bill\"},\"name\":\"get_news\"}"}
 {"prompt": "Show me headlines about the new tax bill.", "kind": "tool", "category": "get_news", "tool": "get_news", "target": "{\"arguments\":{\"topic\":\"the new tax bill\"},\"name\":\"get_news\"}"}
-{"prompt": "Run this Python: 'range(5)'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"range(5)\"},\"name\":\"run_python\"}"}
+{"prompt": "Run the snippet 'max(3, 9)' in Python.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"max(3, 9)\"},\"name\":\"run_python\"}"}
 {"prompt": "Message the channel 'out for lunch'.", "kind": "tool", "category": "slack_send", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"out for lunch\"},\"name\":\"slack_send\"}"}
 {"prompt": "Let me know in 35 minutes.", "kind": "tool", "category": "set_timer", "tool": "set_timer", "target": "{\"arguments\":{\"duration\":\"35 minutes\"},\"name\":\"set_timer\"}"}
 {"prompt": "Save 'gift ideas' to Notion.", "kind": "tool", "category": "notion_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"gift ideas\"},\"name\":\"notion_write\"}"}
@@ -780,7 +780,7 @@
 {"prompt": "Take a shot of the screen.", "kind": "tool", "category": "screenshot", "tool": "screenshot", "target": "{\"arguments\":{},\"name\":\"screenshot\"}"}
 {"prompt": "Move the mouse to 'the search bar'.", "kind": "tool", "category": "move_cursor", "tool": "move_cursor", "target": "{\"arguments\":{\"target\":\"the search bar\"},\"name\":\"move_cursor\"}"}
 {"prompt": "Show all running processes.", "kind": "tool", "category": "list_processes", "tool": "list_processes", "target": "{\"arguments\":{},\"name\":\"list_processes\"}"}
-{"prompt": "Download the file from shop.co.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"shop.co\"},\"name\":\"download_file\"}"}
+{"prompt": "Download the file from https://blog.dev/assets/data.csv.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://blog.dev/assets/data.csv\"},\"name\":\"download_file\"}"}
 {"prompt": "What does the term frugal mean?", "kind": "tool", "category": "define", "tool": "define", "target": "{\"arguments\":{\"term\":\"frugal\"},\"name\":\"define\"}"}
 {"prompt": "Open blog.dev.", "kind": "tool", "category": "open_url", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"blog.dev\"},\"name\":\"open_url\"}"}
 {"prompt": "Scroll down some more.", "kind": "tool", "category": "scroll", "tool": "scroll", "target": "{\"arguments\":{\"direction\":\"down\"},\"name\":\"scroll\"}"}
@@ -827,7 +827,7 @@
 {"prompt": "Fetch the value of 'REGION'.", "kind": "tool", "category": "env_get", "tool": "env_get", "target": "{\"arguments\":{\"name\":\"REGION\"},\"name\":\"env_get\"}"}
 {"prompt": "Check the clipboard.", "kind": "tool", "category": "read_clipboard", "tool": "read_clipboard", "target": "{\"arguments\":{},\"name\":\"read_clipboard\"}"}
 {"prompt": "Input 'billing info'.", "kind": "tool", "category": "type_text", "tool": "type_text", "target": "{\"arguments\":{\"text\":\"billing info\"},\"name\":\"type_text\"}"}
-{"prompt": "Download whatever is at store.example.net.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"store.example.net\"},\"name\":\"download_file\"}"}
+{"prompt": "Download whatever is at files.example.com/report.pdf.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"files.example.com/report.pdf\"},\"name\":\"download_file\"}"}
 {"prompt": "What's a meticulous?", "kind": "tool", "category": "define", "tool": "define", "target": "{\"arguments\":{\"term\":\"meticulous\"},\"name\":\"define\"}"}
 {"prompt": "Hang on 11 seconds.", "kind": "tool", "category": "wait", "tool": "wait", "target": "{\"arguments\":{\"seconds\":11},\"name\":\"wait\"}"}
 {"prompt": "Create folder vendor.", "kind": "tool", "category": "make_dir", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"vendor\"},\"name\":\"make_dir\"}"}
@@ -848,14 +848,14 @@
 {"prompt": "Help me remember to feed the cat.", "kind": "tool", "category": "set_reminder", "tool": "set_reminder", "target": "{\"arguments\":{\"task\":\"feed the cat\"},\"name\":\"set_reminder\"}"}
 {"prompt": "Type in 'March 2026'.", "kind": "tool", "category": "type_text", "tool": "type_text", "target": "{\"arguments\":{\"text\":\"March 2026\"},\"name\":\"type_text\"}"}
 {"prompt": "Create a Jira ticket titled 'duplicate emails'.", "kind": "tool", "category": "jira_issue", "tool": "jira_issue", "target": "{\"arguments\":{\"summary\":\"duplicate emails\"},\"name\":\"jira_issue\"}"}
-{"prompt": "Apply the patch to schema.graphql.", "kind": "tool", "category": "apply_patch", "tool": "apply_patch", "target": "{\"arguments\":{\"path\":\"schema.graphql\"},\"name\":\"apply_patch\"}"}
-{"prompt": "Grab the file at portal.app.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"portal.app\"},\"name\":\"download_file\"}"}
+{"prompt": "Patch up the file pipeline.yml.", "kind": "tool", "category": "apply_patch", "tool": "apply_patch", "target": "{\"arguments\":{\"path\":\"pipeline.yml\"},\"name\":\"apply_patch\"}"}
+{"prompt": "Grab the file at cdn.assets.io/images.tar.gz.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"cdn.assets.io/images.tar.gz\"},\"name\":\"download_file\"}"}
 {"prompt": "Press the Escape key.", "kind": "tool", "category": "key_press", "tool": "key_press", "target": "{\"arguments\":{\"key\":\"Escape\"},\"name\":\"key_press\"}"}
 {"prompt": "Press Space now.", "kind": "tool", "category": "key_press", "tool": "key_press", "target": "{\"arguments\":{\"key\":\"Space\"},\"name\":\"key_press\"}"}
 {"prompt": "Read what's in the clipboard.", "kind": "tool", "category": "read_clipboard", "tool": "read_clipboard", "target": "{\"arguments\":{},\"name\":\"read_clipboard\"}"}
 {"prompt": "Set up a reminder to take out the trash.", "kind": "tool", "category": "set_reminder", "tool": "set_reminder", "target": "{\"arguments\":{\"task\":\"take out the trash\"},\"name\":\"set_reminder\"}"}
 {"prompt": "Pop on Levitating.", "kind": "tool", "category": "play_music", "tool": "play_music", "target": "{\"arguments\":{\"song\":\"Levitating\"},\"name\":\"play_music\"}"}
-{"prompt": "What does 'sorted([3, 1, 2])' return in Python?", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"sorted([3, 1, 2])\"},\"name\":\"run_python\"}"}
+{"prompt": "Run this Python: 'sum([1, 2, 3])'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"sum([1, 2, 3])\"},\"name\":\"run_python\"}"}
 {"prompt": "Type 'daily notes'.", "kind": "tool", "category": "type_text", "tool": "type_text", "target": "{\"arguments\":{\"text\":\"daily notes\"},\"name\":\"type_text\"}"}
 {"prompt": "Got any info on why the sky is blue?", "kind": "tool", "category": "web_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"why the sky is blue\"},\"name\":\"web_search\"}"}
 {"prompt": "Two clicks on 'the row'.", "kind": "tool", "category": "double_click", "tool": "double_click", "target": "{\"arguments\":{\"target\":\"the row\"},\"name\":\"double_click\"}"}
@@ -888,8 +888,8 @@
 {"prompt": "Make a new folder scripts.", "kind": "tool", "category": "make_dir", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"scripts\"},\"name\":\"make_dir\"}"}
 {"prompt": "Create queries.sql.", "kind": "tool", "category": "write_file", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"queries.sql\"},\"name\":\"write_file\"}"}
 {"prompt": "Stick 'address line' on the clipboard.", "kind": "tool", "category": "write_clipboard", "tool": "write_clipboard", "target": "{\"arguments\":{\"text\":\"address line\"},\"name\":\"write_clipboard\"}"}
-{"prompt": "Tweak Makefile.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"Makefile\"},\"name\":\"edit_file\"}"}
-{"prompt": "Get the file at acme.io.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"acme.io\"},\"name\":\"download_file\"}"}
+{"prompt": "Edit styles.css.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"styles.css\"},\"name\":\"edit_file\"}"}
+{"prompt": "Get the file at https://cdn.acme.io/release.zip.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://cdn.acme.io/release.zip\"},\"name\":\"download_file\"}"}
 {"prompt": "Sum up 15+8.", "kind": "tool", "category": "calculator", "tool": "calculator", "target": "{\"arguments\":{\"expression\":\"15+8\"},\"name\":\"calculator\"}"}
 {"prompt": "Check the environment variable 'MAX_RETRIES'.", "kind": "tool", "category": "env_get", "tool": "env_get", "target": "{\"arguments\":{\"name\":\"MAX_RETRIES\"},\"name\":\"env_get\"}"}
 {"prompt": "Scroll down some more.", "kind": "tool", "category": "scroll", "tool": "scroll", "target": "{\"arguments\":{\"direction\":\"down\"},\"name\":\"scroll\"}"}
@@ -925,14 +925,14 @@
 {"prompt": "Define vivid.", "kind": "tool", "category": "define", "tool": "define", "target": "{\"arguments\":{\"term\":\"vivid\"},\"name\":\"define\"}"}
 {"prompt": "Send 'great work everyone' on Slack.", "kind": "tool", "category": "slack_send", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"great work everyone\"},\"name\":\"slack_send\"}"}
 {"prompt": "Create the file Makefile.", "kind": "tool", "category": "write_file", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"Makefile\"},\"name\":\"write_file\"}"}
-{"prompt": "Evaluate 'abs(-7)' in a Python shell.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"abs(-7)\"},\"name\":\"run_python\"}"}
+{"prompt": "What does 'round(3.14159, 2)' return in Python?", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"round(3.14159, 2)\"},\"name\":\"run_python\"}"}
 {"prompt": "Search for files matching '**/*.md'.", "kind": "tool", "category": "find_files", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"**/*.md\"},\"name\":\"find_files\"}"}
 {"prompt": "Query the database with 'SELECT * FROM clients'.", "kind": "tool", "category": "sql_query", "tool": "sql_query", "target": "{\"arguments\":{\"query\":\"SELECT * FROM clients\"},\"name\":\"sql_query\"}"}
 {"prompt": "Add a reminder to drink water.", "kind": "tool", "category": "set_reminder", "tool": "set_reminder", "target": "{\"arguments\":{\"task\":\"drink water\"},\"name\":\"set_reminder\"}"}
 {"prompt": "Pop on Uptown Funk.", "kind": "tool", "category": "play_music", "tool": "play_music", "target": "{\"arguments\":{\"song\":\"Uptown Funk\"},\"name\":\"play_music\"}"}
 {"prompt": "Move up on the page.", "kind": "tool", "category": "scroll", "tool": "scroll", "target": "{\"arguments\":{\"direction\":\"up\"},\"name\":\"scroll\"}"}
 {"prompt": "Open the 'Stocks' app.", "kind": "tool", "category": "open_app", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Stocks\"},\"name\":\"open_app\"}"}
-{"prompt": "Fix up pipeline.yml.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"pipeline.yml\"},\"name\":\"edit_file\"}"}
+{"prompt": "Tweak Makefile.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"Makefile\"},\"name\":\"edit_file\"}"}
 {"prompt": "Launch the 'Pages' app.", "kind": "tool", "category": "open_app", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Pages\"},\"name\":\"open_app\"}"}
 {"prompt": "Shell out 'whoami'.", "kind": "tool", "category": "run_command", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"whoami\"},\"name\":\"run_command\"}"}
 {"prompt": "Execute the SQL statement 'DELETE FROM sessions'.", "kind": "tool", "category": "sql_query", "tool": "sql_query", "target": "{\"arguments\":{\"query\":\"DELETE FROM sessions\"},\"name\":\"sql_query\"}"}
@@ -943,7 +943,7 @@
 {"prompt": "Swipe up.", "kind": "tool", "category": "scroll", "tool": "scroll", "target": "{\"arguments\":{\"direction\":\"up\"},\"name\":\"scroll\"}"}
 {"prompt": "Decompress assets.zip.", "kind": "tool", "category": "unzip", "tool": "unzip", "target": "{\"arguments\":{\"path\":\"assets.zip\"},\"name\":\"unzip\"}"}
 {"prompt": "List out examples.", "kind": "tool", "category": "list_dir", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"examples\"},\"name\":\"list_dir\"}"}
-{"prompt": "Fix up index.ts.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"index.ts\"},\"name\":\"edit_file\"}"}
+{"prompt": "Edit setup.cfg.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"setup.cfg\"},\"name\":\"edit_file\"}"}
 {"prompt": "Start 'Pages'.", "kind": "tool", "category": "open_app", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Pages\"},\"name\":\"open_app\"}"}
 {"prompt": "Put the cursor on 'the search bar'.", "kind": "tool", "category": "move_cursor", "tool": "move_cursor", "target": "{\"arguments\":{\"target\":\"the search bar\"},\"name\":\"move_cursor\"}"}
 {"prompt": "What's it like outside in Cork?", "kind": "tool", "category": "get_weather", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Cork\"},\"name\":\"get_weather\"}"}
@@ -974,12 +974,12 @@
 {"prompt": "Drag 'the Save button' onto 'the menu icon'.", "kind": "tool", "category": "drag", "tool": "drag", "target": "{\"arguments\":{\"dest\":\"the menu icon\",\"source\":\"the Save button\"},\"name\":\"drag\"}"}
 {"prompt": "Dash off an email to Omar.", "kind": "tool", "category": "send_email", "tool": "send_email", "target": "{\"arguments\":{\"recipient\":\"Omar\"},\"name\":\"send_email\"}"}
 {"prompt": "Tap Tab.", "kind": "tool", "category": "key_press", "tool": "key_press", "target": "{\"arguments\":{\"key\":\"Tab\"},\"name\":\"key_press\"}"}
-{"prompt": "Edit the file queries.sql.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"queries.sql\"},\"name\":\"edit_file\"}"}
+{"prompt": "Make changes to handler.kt.", "kind": "tool", "category": "edit_file", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"handler.kt\"},\"name\":\"edit_file\"}"}
 {"prompt": "Can you visit cdn.assets.io?", "kind": "tool", "category": "open_url", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"cdn.assets.io\"},\"name\":\"open_url\"}"}
 {"prompt": "Save the file pipeline.yml.", "kind": "tool", "category": "write_file", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"pipeline.yml\"},\"name\":\"write_file\"}"}
 {"prompt": "Get the env variable 'REGION'.", "kind": "tool", "category": "env_get", "tool": "env_get", "target": "{\"arguments\":{\"name\":\"REGION\"},\"name\":\"env_get\"}"}
 {"prompt": "I need to remember to send the invoice.", "kind": "tool", "category": "set_reminder", "tool": "set_reminder", "target": "{\"arguments\":{\"task\":\"send the invoice\"},\"name\":\"set_reminder\"}"}
-{"prompt": "Retrieve the file from portal.app.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"portal.app\"},\"name\":\"download_file\"}"}
+{"prompt": "Retrieve the file from cdn.assets.io/images.tar.gz.", "kind": "tool", "category": "download_file", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"cdn.assets.io/images.tar.gz\"},\"name\":\"download_file\"}"}
 {"prompt": "Show me the repo status.", "kind": "tool", "category": "git_status", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
 {"prompt": "Spin up a Jira ticket for 'image upload error'.", "kind": "tool", "category": "jira_issue", "tool": "jira_issue", "target": "{\"arguments\":{\"summary\":\"image upload error\"},\"name\":\"jira_issue\"}"}
 {"prompt": "Get the clipboard contents.", "kind": "tool", "category": "read_clipboard", "tool": "read_clipboard", "target": "{\"arguments\":{},\"name\":\"read_clipboard\"}"}
@@ -994,7 +994,7 @@
 {"prompt": "Peek inside templates.", "kind": "tool", "category": "list_dir", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"templates\"},\"name\":\"list_dir\"}"}
 {"prompt": "Set a timer for 55 minutes.", "kind": "tool", "category": "set_timer", "tool": "set_timer", "target": "{\"arguments\":{\"duration\":\"55 minutes\"},\"name\":\"set_timer\"}"}
 {"prompt": "List files matching 'src/**/*.rb'.", "kind": "tool", "category": "find_files", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"src/**/*.rb\"},\"name\":\"find_files\"}"}
-{"prompt": "Fire up Python and run 'sum([1, 2, 3])'.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"sum([1, 2, 3])\"},\"name\":\"run_python\"}"}
+{"prompt": "Run the snippet 'list(reversed([1, 2]))' in Python.", "kind": "tool", "category": "run_python", "tool": "run_python", "target": "{\"arguments\":{\"code\":\"list(reversed([1, 2]))\"},\"name\":\"run_python\"}"}
 {"prompt": "Expand docs.zip.", "kind": "tool", "category": "unzip", "tool": "unzip", "target": "{\"arguments\":{\"path\":\"docs.zip\"},\"name\":\"unzip\"}"}
 {"prompt": "Get the env variable 'NODE_ENV'.", "kind": "tool", "category": "env_get", "tool": "env_get", "target": "{\"arguments\":{\"name\":\"NODE_ENV\"},\"name\":\"env_get\"}"}
 {"prompt": "Log 'workout log' in Notion.", "kind": "tool", "category": "notion_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"workout log\"},\"name\":\"notion_write\"}"}

scenarios_single_eval.jsonl

@@ -1,31 +1,40 @@
-{"prompt": "Search the code for 'MIN_BATCH' and 'merge_shards'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"MIN_BATCH\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"merge_shards\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "MIN_BATCH"}}, {"name": "grep_search", "arguments": {"pattern": "merge_shards"}}]}
-{"prompt": "I rolled back the change myself.", "kind": "text", "category": "abstain", "tool": "", "target": "Good call rolling that back."}
-{"prompt": "Search the web for duckdb vs sqlite and for zig comptime basics.", "kind": "tool", "category": "parallel", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"duckdb vs sqlite\"},\"name\":\"web_search\"} {\"arguments\":{\"query\":\"zig comptime basics\"},\"name\":\"web_search\"}", "calls": [{"name": "web_search", "arguments": {"query": "duckdb vs sqlite"}}, {"name": "web_search", "arguments": {"query": "zig comptime basics"}}]}
-{"prompt": "Read data/etl.py and mod/auth.py.", "kind": "tool", "category": "parallel", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"data/etl.py\"},\"name\":\"read_file\"} {\"arguments\":{\"path\":\"mod/auth.py\"},\"name\":\"read_file\"}", "calls": [{"name": "read_file", "arguments": {"path": "data/etl.py"}}, {"name": "read_file", "arguments": {"path": "mod/auth.py"}}]}
-{"prompt": "Read mod/auth.py and svc/billing.py.", "kind": "tool", "category": "parallel", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"mod/auth.py\"},\"name\":\"read_file\"} {\"arguments\":{\"path\":\"svc/billing.py\"},\"name\":\"read_file\"}", "calls": [{"name": "read_file", "arguments": {"path": "mod/auth.py"}}, {"name": "read_file", "arguments": {"path": "svc/billing.py"}}]}
-{"prompt": "Create the directories dist/web and scratch/run.", "kind": "tool", "category": "parallel", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"dist/web\"},\"name\":\"make_dir\"} {\"arguments\":{\"path\":\"scratch/run\"},\"name\":\"make_dir\"}", "calls": [{"name": "make_dir", "arguments": {"path": "dist/web"}}, {"name": "make_dir", "arguments": {"path": "scratch/run"}}]}
-{"prompt": "Search the web for duckdb vs sqlite and for redis stream consumers.", "kind": "tool", "category": "parallel", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"duckdb vs sqlite\"},\"name\":\"web_search\"} {\"arguments\":{\"query\":\"redis stream consumers\"},\"name\":\"web_search\"}", "calls": [{"name": "web_search", "arguments": {"query": "duckdb vs sqlite"}}, {"name": "web_search", "arguments": {"query": "redis stream consumers"}}]}
+{"prompt": "Search the code for 'RateGuard' and 'decode_frame'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"RateGuard\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"decode_frame\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "RateGuard"}}, {"name": "grep_search", "arguments": {"pattern": "decode_frame"}}]}
+{"prompt": "We sorted the outage out ourselves.", "kind": "text", "category": "abstain", "tool": "", "target": "Glad to hear it's resolved."}
+{"prompt": "Edit mod/auth.py and svc/billing.py.", "kind": "tool", "category": "parallel", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"mod/auth.py\"},\"name\":\"edit_file\"} {\"arguments\":{\"path\":\"svc/billing.py\"},\"name\":\"edit_file\"}", "calls": [{"name": "edit_file", "arguments": {"path": "mod/auth.py"}}, {"name": "edit_file", "arguments": {"path": "svc/billing.py"}}]}
+{"prompt": "Search the web for zig comptime basics and for clickhouse merge trees.", "kind": "tool", "category": "parallel", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"zig comptime basics\"},\"name\":\"web_search\"} {\"arguments\":{\"query\":\"clickhouse merge trees\"},\"name\":\"web_search\"}", "calls": [{"name": "web_search", "arguments": {"query": "zig comptime basics"}}, {"name": "web_search", "arguments": {"query": "clickhouse merge trees"}}]}
+{"prompt": "Create the directories scratch/run and cache/blobs.", "kind": "tool", "category": "parallel", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"scratch/run\"},\"name\":\"make_dir\"} {\"arguments\":{\"path\":\"cache/blobs\"},\"name\":\"make_dir\"}", "calls": [{"name": "make_dir", "arguments": {"path": "scratch/run"}}, {"name": "make_dir", "arguments": {"path": "cache/blobs"}}]}
+{"prompt": "Compare the weather in Trento and Cluj.", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Trento\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Cluj\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Trento"}}, {"name": "get_weather", "arguments": {"city": "Cluj"}}]}
+{"prompt": "Send the report.", "kind": "text", "category": "clarify", "tool": "", "target": "Which report, and who should receive it?"}
+{"prompt": "Compare the weather in Cluj and Aalborg.", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Cluj\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Aalborg\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Cluj"}}, {"name": "get_weather", "arguments": {"city": "Aalborg"}}]}
+{"prompt": "Translate this.", "kind": "text", "category": "clarify", "tool": "", "target": "What text should I translate, and into which language?"}
+{"prompt": "What's the weather in Bratislava, Leuven, and Cluj?", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Bratislava\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Leuven\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Cluj\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Bratislava"}}, {"name": "get_weather", "arguments": {"city": "Leuven"}}, {"name": "get_weather", "arguments": {"city": "Cluj"}}]}
+{"prompt": "What's the weather in Bratislava, Leuven, and Brno?", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Bratislava\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Leuven\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Brno\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Bratislava"}}, {"name": "get_weather", "arguments": {"city": "Leuven"}}, {"name": "get_weather", "arguments": {"city": "Brno"}}]}
+{"prompt": "Export the data.", "kind": "text", "category": "clarify", "tool": "", "target": "Which dataset, and in what format?"}
+{"prompt": "Catch you later.", "kind": "text", "category": "abstain", "tool": "", "target": "See you — reach out anytime!"}
+{"prompt": "Restart the service.", "kind": "text", "category": "clarify", "tool": "", "target": "Which service would you like me to restart?"}
+{"prompt": "Create the directories out/reports and var/spool.", "kind": "tool", "category": "parallel", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"out/reports\"},\"name\":\"make_dir\"} {\"arguments\":{\"path\":\"var/spool\"},\"name\":\"make_dir\"}", "calls": [{"name": "make_dir", "arguments": {"path": "out/reports"}}, {"name": "make_dir", "arguments": {"path": "var/spool"}}]}
+{"prompt": "Compare the weather in Aalborg and Cluj.", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Aalborg\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Cluj\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Aalborg"}}, {"name": "get_weather", "arguments": {"city": "Cluj"}}]}
 {"prompt": "Cancel my subscription.", "kind": "text", "category": "clarify", "tool": "", "target": "Which subscription would you like me to cancel?"}
-{"prompt": "What's the weather in Aalborg, Cluj, and Bratislava?", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Aalborg\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Cluj\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Bratislava\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Aalborg"}}, {"name": "get_weather", "arguments": {"city": "Cluj"}}, {"name": "get_weather", "arguments": {"city": "Bratislava"}}]}
-{"prompt": "Search the code for 'MIN_BATCH' and 'decode_frame'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"MIN_BATCH\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"decode_frame\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "MIN_BATCH"}}, {"name": "grep_search", "arguments": {"pattern": "decode_frame"}}]}
-{"prompt": "Tell me a fun fact.", "kind": "text", "category": "abstain", "tool": "", "target": "Honey never spoils — it can last for thousands of years."}
-{"prompt": "Create the directories scratch/run and dist/web.", "kind": "tool", "category": "parallel", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"scratch/run\"},\"name\":\"make_dir\"} {\"arguments\":{\"path\":\"dist/web\"},\"name\":\"make_dir\"}", "calls": [{"name": "make_dir", "arguments": {"path": "scratch/run"}}, {"name": "make_dir", "arguments": {"path": "dist/web"}}]}
+{"prompt": "Deploy it.", "kind": "text", "category": "clarify", "tool": "", "target": "Which service should I deploy, and to which environment?"}
 {"prompt": "Cool, the build passed on its own.", "kind": "text", "category": "abstain", "tool": "", "target": "Great to hear the build is green."}
-{"prompt": "Just wanted to say hi.", "kind": "text", "category": "abstain", "tool": "", "target": "Hi there! How can I help?"}
-{"prompt": "Send the report.", "kind": "text", "category": "clarify", "tool": "", "target": "Which report, and who should receive it?"}
-{"prompt": "Search the code for 'RateGuard' and 'warm_cache'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"RateGuard\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"warm_cache\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "RateGuard"}}, {"name": "grep_search", "arguments": {"pattern": "warm_cache"}}]}
-{"prompt": "Search the code for 'decode_frame' and 'MIN_BATCH'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"decode_frame\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"MIN_BATCH\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "decode_frame"}}, {"name": "grep_search", "arguments": {"pattern": "MIN_BATCH"}}]}
-{"prompt": "What's the weather in Cluj, Bratislava, and Leuven?", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Cluj\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Bratislava\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Leuven\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Cluj"}}, {"name": "get_weather", "arguments": {"city": "Bratislava"}}, {"name": "get_weather", "arguments": {"city": "Leuven"}}]}
-{"prompt": "What's the weather in Cluj, Aalborg, and Bratislava?", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Cluj\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Aalborg\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Bratislava\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Cluj"}}, {"name": "get_weather", "arguments": {"city": "Aalborg"}}, {"name": "get_weather", "arguments": {"city": "Bratislava"}}]}
+{"prompt": "Install tsx and hono.", "kind": "tool", "category": "parallel", "tool": "install_package", "target": "{\"arguments\":{\"name\":\"tsx\"},\"name\":\"install_package\"} {\"arguments\":{\"name\":\"hono\"},\"name\":\"install_package\"}", "calls": [{"name": "install_package", "arguments": {"name": "tsx"}}, {"name": "install_package", "arguments": {"name": "hono"}}]}
+{"prompt": "Run 'cargo clippy' and 'make package'.", "kind": "tool", "category": "parallel", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"cargo clippy\"},\"name\":\"run_command\"} {\"arguments\":{\"command\":\"make package\"},\"name\":\"run_command\"}", "calls": [{"name": "run_command", "arguments": {"command": "cargo clippy"}}, {"name": "run_command", "arguments": {"command": "make package"}}]}
+{"prompt": "Have a great weekend!", "kind": "text", "category": "abstain", "tool": "", "target": "Thanks, you too!"}
+{"prompt": "Thanks a ton for earlier.", "kind": "text", "category": "abstain", "tool": "", "target": "My pleasure — glad it helped!"}
+{"prompt": "Share the doc.", "kind": "text", "category": "clarify", "tool": "", "target": "Which document, and who should I share it with?"}
 {"prompt": "I finished writing the docs already.", "kind": "text", "category": "abstain", "tool": "", "target": "Nice, glad the docs are done."}
-{"prompt": "Search the code for 'MIN_BATCH' and 'RateGuard'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"MIN_BATCH\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"RateGuard\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "MIN_BATCH"}}, {"name": "grep_search", "arguments": {"pattern": "RateGuard"}}]}
+{"prompt": "Search the code for 'RateGuard' and 'warm_cache'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"RateGuard\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"warm_cache\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "RateGuard"}}, {"name": "grep_search", "arguments": {"pattern": "warm_cache"}}]}
+{"prompt": "I already cleared the cache.", "kind": "text", "category": "abstain", "tool": "", "target": "Great, that should sort it out."}
+{"prompt": "Update the record.", "kind": "text", "category": "clarify", "tool": "", "target": "Which record, and what fields should change?"}
+{"prompt": "Edit ui/modal.tsx and net/dialer.go.", "kind": "tool", "category": "parallel", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"ui/modal.tsx\"},\"name\":\"edit_file\"} {\"arguments\":{\"path\":\"net/dialer.go\"},\"name\":\"edit_file\"}", "calls": [{"name": "edit_file", "arguments": {"path": "ui/modal.tsx"}}, {"name": "edit_file", "arguments": {"path": "net/dialer.go"}}]}
+{"prompt": "Install hono and tsx.", "kind": "tool", "category": "parallel", "tool": "install_package", "target": "{\"arguments\":{\"name\":\"hono\"},\"name\":\"install_package\"} {\"arguments\":{\"name\":\"tsx\"},\"name\":\"install_package\"}", "calls": [{"name": "install_package", "arguments": {"name": "hono"}}, {"name": "install_package", "arguments": {"name": "tsx"}}]}
+{"prompt": "Search the code for 'merge_shards' and 'MIN_BATCH'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"merge_shards\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"MIN_BATCH\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "merge_shards"}}, {"name": "grep_search", "arguments": {"pattern": "MIN_BATCH"}}]}
+{"prompt": "I rolled back the change myself.", "kind": "text", "category": "abstain", "tool": "", "target": "Good call rolling that back."}
+{"prompt": "Search the code for 'merge_shards' and 'trim_prefix'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"merge_shards\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"trim_prefix\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "merge_shards"}}, {"name": "grep_search", "arguments": {"pattern": "trim_prefix"}}]}
+{"prompt": "Read mod/session.py and svc/ledger.py.", "kind": "tool", "category": "parallel", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"mod/session.py\"},\"name\":\"read_file\"} {\"arguments\":{\"path\":\"svc/ledger.py\"},\"name\":\"read_file\"}", "calls": [{"name": "read_file", "arguments": {"path": "mod/session.py"}}, {"name": "read_file", "arguments": {"path": "svc/ledger.py"}}]}
+{"prompt": "Run 'make package' and 'make release'.", "kind": "tool", "category": "parallel", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"make package\"},\"name\":\"run_command\"} {\"arguments\":{\"command\":\"make release\"},\"name\":\"run_command\"}", "calls": [{"name": "run_command", "arguments": {"command": "make package"}}, {"name": "run_command", "arguments": {"command": "make release"}}]}
+{"prompt": "Create the directories var/spool and dist/web.", "kind": "tool", "category": "parallel", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"var/spool\"},\"name\":\"make_dir\"} {\"arguments\":{\"path\":\"dist/web\"},\"name\":\"make_dir\"}", "calls": [{"name": "make_dir", "arguments": {"path": "var/spool"}}, {"name": "make_dir", "arguments": {"path": "dist/web"}}]}
+{"prompt": "Tell me a fun fact.", "kind": "text", "category": "abstain", "tool": "", "target": "Honey never spoils — it can last for thousands of years."}
 {"prompt": "Rename the file.", "kind": "text", "category": "clarify", "tool": "", "target": "Which file, and what should the new name be?"}
-{"prompt": "Search the code for 'RateGuard' and 'decode_frame'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"RateGuard\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"decode_frame\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "RateGuard"}}, {"name": "grep_search", "arguments": {"pattern": "decode_frame"}}]}
-{"prompt": "Read mod/auth.py and data/etl.py.", "kind": "tool", "category": "parallel", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"mod/auth.py\"},\"name\":\"read_file\"} {\"arguments\":{\"path\":\"data/etl.py\"},\"name\":\"read_file\"}", "calls": [{"name": "read_file", "arguments": {"path": "mod/auth.py"}}, {"name": "read_file", "arguments": {"path": "data/etl.py"}}]}
-{"prompt": "Deploy it.", "kind": "text", "category": "clarify", "tool": "", "target": "Which service should I deploy, and to which environment?"}
-{"prompt": "Have a great weekend!", "kind": "text", "category": "abstain", "tool": "", "target": "Thanks, you too!"}
-{"prompt": "Translate this.", "kind": "text", "category": "clarify", "tool": "", "target": "What text should I translate, and into which language?"}
-{"prompt": "Search the code for 'RateGuard' and 'MIN_BATCH'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"RateGuard\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"MIN_BATCH\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "RateGuard"}}, {"name": "grep_search", "arguments": {"pattern": "MIN_BATCH"}}]}
-{"prompt": "Search the web for redis stream consumers and for zig comptime basics.", "kind": "tool", "category": "parallel", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"redis stream consumers\"},\"name\":\"web_search\"} {\"arguments\":{\"query\":\"zig comptime basics\"},\"name\":\"web_search\"}", "calls": [{"name": "web_search", "arguments": {"query": "redis stream consumers"}}, {"name": "web_search", "arguments": {"query": "zig comptime basics"}}]}
-{"prompt": "Create the directories dist/web and cache/blobs.", "kind": "tool", "category": "parallel", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"dist/web\"},\"name\":\"make_dir\"} {\"arguments\":{\"path\":\"cache/blobs\"},\"name\":\"make_dir\"}", "calls": [{"name": "make_dir", "arguments": {"path": "dist/web"}}, {"name": "make_dir", "arguments": {"path": "cache/blobs"}}]}
-{"prompt": "Read data/etl.py and net/socket.go.", "kind": "tool", "category": "parallel", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"data/etl.py\"},\"name\":\"read_file\"} {\"arguments\":{\"path\":\"net/socket.go\"},\"name\":\"read_file\"}", "calls": [{"name": "read_file", "arguments": {"path": "data/etl.py"}}, {"name": "read_file", "arguments": {"path": "net/socket.go"}}]}
+{"prompt": "Just wanted to say hi.", "kind": "text", "category": "abstain", "tool": "", "target": "Hi there! How can I help?"}
+{"prompt": "Add a label.", "kind": "text", "category": "clarify", "tool": "", "target": "Which item, and what label should I add?"}

scenarios_single_train.jsonl

@@ -1,38 +1,60 @@
-{"prompt": "Book a meeting.", "kind": "text", "category": "clarify", "tool": "", "target": "What time, and with whom?"}
-{"prompt": "What can you help me with?", "kind": "text", "category": "abstain", "tool": "", "target": "I can help with coding, research, and everyday tasks."}
-{"prompt": "Search the web for sqlite wal mode and for rust async runtimes.", "kind": "tool", "category": "parallel", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"sqlite wal mode\"},\"name\":\"web_search\"} {\"arguments\":{\"query\":\"rust async runtimes\"},\"name\":\"web_search\"}", "calls": [{"name": "web_search", "arguments": {"query": "sqlite wal mode"}}, {"name": "web_search", "arguments": {"query": "rust async runtimes"}}]}
+{"prompt": "Search the codebase.", "kind": "text", "category": "clarify", "tool": "", "target": "What symbol or string should I search for?"}
+{"prompt": "I'm heading out for lunch.", "kind": "text", "category": "abstain", "tool": "", "target": "Enjoy your lunch!"}
+{"prompt": "Move the file.", "kind": "text", "category": "clarify", "tool": "", "target": "Which file, and where should it go?"}
+{"prompt": "Open webassembly.org/specs and nginx.org/en/docs.", "kind": "tool", "category": "parallel", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"webassembly.org/specs\"},\"name\":\"open_url\"} {\"arguments\":{\"url\":\"nginx.org/en/docs\"},\"name\":\"open_url\"}", "calls": [{"name": "open_url", "arguments": {"url": "webassembly.org/specs"}}, {"name": "open_url", "arguments": {"url": "nginx.org/en/docs"}}]}
+{"prompt": "Never mind, I figured it out.", "kind": "text", "category": "abstain", "tool": "", "target": "Nice, glad you sorted it out!"}
+{"prompt": "Run the script.", "kind": "text", "category": "clarify", "tool": "", "target": "Which script should I run?"}
+{"prompt": "Search the code for 'validate_input' and 'WorkerPool'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"validate_input\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"WorkerPool\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "validate_input"}}, {"name": "grep_search", "arguments": {"pattern": "WorkerPool"}}]}
+{"prompt": "Thanks, that's really helpful!", "kind": "text", "category": "abstain", "tool": "", "target": "Glad I could help!"}
+{"prompt": "Compare the weather in Malmo and Bergen.", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Malmo\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Bergen\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Malmo"}}, {"name": "get_weather", "arguments": {"city": "Bergen"}}]}
+{"prompt": "Write it down.", "kind": "text", "category": "clarify", "tool": "", "target": "What should I write, and where should it go?"}
 {"prompt": "I already ran the tests, thanks.", "kind": "text", "category": "abstain", "tool": "", "target": "Great, sounds like you're all set."}
+{"prompt": "Create a reminder.", "kind": "text", "category": "clarify", "tool": "", "target": "What should I remind you about, and when?"}
+{"prompt": "What can you help me with?", "kind": "text", "category": "abstain", "tool": "", "target": "I can help with coding, research, and everyday tasks."}
+{"prompt": "Set a timer.", "kind": "text", "category": "clarify", "tool": "", "target": "How long should the timer run for?"}
 {"prompt": "Add it to my calendar.", "kind": "text", "category": "clarify", "tool": "", "target": "What is the event, and when is it?"}
-{"prompt": "That makes sense, thank you.", "kind": "text", "category": "abstain", "tool": "", "target": "You're welcome!"}
-{"prompt": "Good morning!", "kind": "text", "category": "abstain", "tool": "", "target": "Good morning! How can I help?"}
+{"prompt": "I restarted the server already.", "kind": "text", "category": "abstain", "tool": "", "target": "Good call, sounds like it's back up."}
+{"prompt": "Edit lib/parse.py and db/migrate.sql.", "kind": "tool", "category": "parallel", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"lib/parse.py\"},\"name\":\"edit_file\"} {\"arguments\":{\"path\":\"db/migrate.sql\"},\"name\":\"edit_file\"}", "calls": [{"name": "edit_file", "arguments": {"path": "lib/parse.py"}}, {"name": "edit_file", "arguments": {"path": "db/migrate.sql"}}]}
+{"prompt": "Set up the folder.", "kind": "text", "category": "clarify", "tool": "", "target": "What should the new folder be named?"}
+{"prompt": "I already opened the file, no need.", "kind": "text", "category": "abstain", "tool": "", "target": "Got it, sounds like you've got it covered."}
 {"prompt": "We already merged the PR.", "kind": "text", "category": "abstain", "tool": "", "target": "Great, glad the PR is merged."}
-{"prompt": "Create the directories out/dist and build/cache.", "kind": "tool", "category": "parallel", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"out/dist\"},\"name\":\"make_dir\"} {\"arguments\":{\"path\":\"build/cache\"},\"name\":\"make_dir\"}", "calls": [{"name": "make_dir", "arguments": {"path": "out/dist"}}, {"name": "make_dir", "arguments": {"path": "build/cache"}}]}
-{"prompt": "What's the weather in Graz, Cork, and Bergen?", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Graz\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Cork\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Bergen\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Graz"}}, {"name": "get_weather", "arguments": {"city": "Cork"}}, {"name": "get_weather", "arguments": {"city": "Bergen"}}]}
-{"prompt": "Create the directories logs/jobs and tmp/work.", "kind": "tool", "category": "parallel", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"logs/jobs\"},\"name\":\"make_dir\"} {\"arguments\":{\"path\":\"tmp/work\"},\"name\":\"make_dir\"}", "calls": [{"name": "make_dir", "arguments": {"path": "logs/jobs"}}, {"name": "make_dir", "arguments": {"path": "tmp/work"}}]}
-{"prompt": "What's the weather in Ghent, Bergen, and Bilbao?", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Ghent\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Bergen\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Bilbao\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Ghent"}}, {"name": "get_weather", "arguments": {"city": "Bergen"}}, {"name": "get_weather", "arguments": {"city": "Bilbao"}}]}
-{"prompt": "Search the code for 'RetryQueue' and 'parse_token'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"RetryQueue\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"parse_token\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "RetryQueue"}}, {"name": "grep_search", "arguments": {"pattern": "parse_token"}}]}
-{"prompt": "Search the code for 'render_row' and 'compute_total'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"render_row\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"compute_total\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "render_row"}}, {"name": "grep_search", "arguments": {"pattern": "compute_total"}}]}
+{"prompt": "We pushed the release last night.", "kind": "text", "category": "abstain", "tool": "", "target": "Nice, congrats on getting it out."}
+{"prompt": "Good morning!", "kind": "text", "category": "abstain", "tool": "", "target": "Good morning! How can I help?"}
 {"prompt": "Email the team.", "kind": "text", "category": "clarify", "tool": "", "target": "Who should I email, and what should the message say?"}
-{"prompt": "What's the weather in Ghent, Graz, and Aarhus?", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Ghent\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Graz\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Aarhus\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Ghent"}}, {"name": "get_weather", "arguments": {"city": "Graz"}}, {"name": "get_weather", "arguments": {"city": "Aarhus"}}]}
+{"prompt": "Install the package.", "kind": "text", "category": "clarify", "tool": "", "target": "Which package would you like me to install?"}
+{"prompt": "Block off some time.", "kind": "text", "category": "clarify", "tool": "", "target": "For what, and at what date and time?"}
+{"prompt": "Create the directories tmp/scratch and out/dist.", "kind": "tool", "category": "parallel", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"tmp/scratch\"},\"name\":\"make_dir\"} {\"arguments\":{\"path\":\"out/dist\"},\"name\":\"make_dir\"}", "calls": [{"name": "make_dir", "arguments": {"path": "tmp/scratch"}}, {"name": "make_dir", "arguments": {"path": "out/dist"}}]}
+{"prompt": "Play something.", "kind": "text", "category": "clarify", "tool": "", "target": "What song or artist would you like to hear?"}
+{"prompt": "Open kafka.apache.org/intro and nginx.org/en/docs.", "kind": "tool", "category": "parallel", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"kafka.apache.org/intro\"},\"name\":\"open_url\"} {\"arguments\":{\"url\":\"nginx.org/en/docs\"},\"name\":\"open_url\"}", "calls": [{"name": "open_url", "arguments": {"url": "kafka.apache.org/intro"}}, {"name": "open_url", "arguments": {"url": "nginx.org/en/docs"}}]}
+{"prompt": "Search the web for sqlite wal mode and for grpc streaming patterns.", "kind": "tool", "category": "parallel", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"sqlite wal mode\"},\"name\":\"web_search\"} {\"arguments\":{\"query\":\"grpc streaming patterns\"},\"name\":\"web_search\"}", "calls": [{"name": "web_search", "arguments": {"query": "sqlite wal mode"}}, {"name": "web_search", "arguments": {"query": "grpc streaming patterns"}}]}
+{"prompt": "Make a reservation.", "kind": "text", "category": "clarify", "tool": "", "target": "Where, for how many people, and at what time?"}
+{"prompt": "How are you doing today?", "kind": "text", "category": "abstain", "tool": "", "target": "I'm doing well, thanks for asking!"}
+{"prompt": "I closed the ticket on my end.", "kind": "text", "category": "abstain", "tool": "", "target": "Great, thanks for wrapping that up."}
+{"prompt": "Search the web for terraform state locking and for rust async runtimes.", "kind": "tool", "category": "parallel", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"terraform state locking\"},\"name\":\"web_search\"} {\"arguments\":{\"query\":\"rust async runtimes\"},\"name\":\"web_search\"}", "calls": [{"name": "web_search", "arguments": {"query": "terraform state locking"}}, {"name": "web_search", "arguments": {"query": "rust async runtimes"}}]}
+{"prompt": "Download it.", "kind": "text", "category": "clarify", "tool": "", "target": "What is the URL of the file to download?"}
+{"prompt": "That makes sense, thank you.", "kind": "text", "category": "abstain", "tool": "", "target": "You're welcome!"}
+{"prompt": "You're a lifesaver.", "kind": "text", "category": "abstain", "tool": "", "target": "Happy to help anytime!"}
+{"prompt": "Edit cli/main.rs and lib/cache.ts.", "kind": "tool", "category": "parallel", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"cli/main.rs\"},\"name\":\"edit_file\"} {\"arguments\":{\"path\":\"lib/cache.ts\"},\"name\":\"edit_file\"}", "calls": [{"name": "edit_file", "arguments": {"path": "cli/main.rs"}}, {"name": "edit_file", "arguments": {"path": "lib/cache.ts"}}]}
+{"prompt": "What's the weather in Porto, Nantes, and Turin?", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Porto\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Nantes\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Turin\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Porto"}}, {"name": "get_weather", "arguments": {"city": "Nantes"}}, {"name": "get_weather", "arguments": {"city": "Turin"}}]}
+{"prompt": "Create a ticket.", "kind": "text", "category": "clarify", "tool": "", "target": "What should the ticket title and description be?"}
+{"prompt": "Kill the process.", "kind": "text", "category": "clarify", "tool": "", "target": "Which process should I terminate?"}
+{"prompt": "Search the web for wasm component model and for elixir supervision trees.", "kind": "tool", "category": "parallel", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"wasm component model\"},\"name\":\"web_search\"} {\"arguments\":{\"query\":\"elixir supervision trees\"},\"name\":\"web_search\"}", "calls": [{"name": "web_search", "arguments": {"query": "wasm component model"}}, {"name": "web_search", "arguments": {"query": "elixir supervision trees"}}]}
+{"prompt": "Run 'npm run compile' and 'make build'.", "kind": "tool", "category": "parallel", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"npm run compile\"},\"name\":\"run_command\"} {\"arguments\":{\"command\":\"make build\"},\"name\":\"run_command\"}", "calls": [{"name": "run_command", "arguments": {"command": "npm run compile"}}, {"name": "run_command", "arguments": {"command": "make build"}}]}
+{"prompt": "What's the weather in Nantes, Utrecht, and Graz?", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Nantes\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Utrecht\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Graz\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Nantes"}}, {"name": "get_weather", "arguments": {"city": "Utrecht"}}, {"name": "get_weather", "arguments": {"city": "Graz"}}]}
+{"prompt": "Open wiki.postgresql.org/Indexes and nginx.org/en/docs.", "kind": "tool", "category": "parallel", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"wiki.postgresql.org/Indexes\"},\"name\":\"open_url\"} {\"arguments\":{\"url\":\"nginx.org/en/docs\"},\"name\":\"open_url\"}", "calls": [{"name": "open_url", "arguments": {"url": "wiki.postgresql.org/Indexes"}}, {"name": "open_url", "arguments": {"url": "nginx.org/en/docs"}}]}
+{"prompt": "Open grpc.io/docs/guides and nginx.org/en/docs.", "kind": "tool", "category": "parallel", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"grpc.io/docs/guides\"},\"name\":\"open_url\"} {\"arguments\":{\"url\":\"nginx.org/en/docs\"},\"name\":\"open_url\"}", "calls": [{"name": "open_url", "arguments": {"url": "grpc.io/docs/guides"}}, {"name": "open_url", "arguments": {"url": "nginx.org/en/docs"}}]}
+{"prompt": "Edit src/router.go and db/migrate.sql.", "kind": "tool", "category": "parallel", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"src/router.go\"},\"name\":\"edit_file\"} {\"arguments\":{\"path\":\"db/migrate.sql\"},\"name\":\"edit_file\"}", "calls": [{"name": "edit_file", "arguments": {"path": "src/router.go"}}, {"name": "edit_file", "arguments": {"path": "db/migrate.sql"}}]}
+{"prompt": "Edit services/mailer.py and utils/net.py.", "kind": "tool", "category": "parallel", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"services/mailer.py\"},\"name\":\"edit_file\"} {\"arguments\":{\"path\":\"utils/net.py\"},\"name\":\"edit_file\"}", "calls": [{"name": "edit_file", "arguments": {"path": "services/mailer.py"}}, {"name": "edit_file", "arguments": {"path": "utils/net.py"}}]}
+{"prompt": "Hey there.", "kind": "text", "category": "abstain", "tool": "", "target": "Hey! What can I do for you?"}
+{"prompt": "Book a meeting.", "kind": "text", "category": "clarify", "tool": "", "target": "What time, and with whom?"}
 {"prompt": "Nice, the deploy worked.", "kind": "text", "category": "abstain", "tool": "", "target": "Awesome, glad the deploy went smoothly!"}
-{"prompt": "What's the weather in Aarhus, Nantes, and Ghent?", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Aarhus\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Nantes\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Ghent\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Aarhus"}}, {"name": "get_weather", "arguments": {"city": "Nantes"}}, {"name": "get_weather", "arguments": {"city": "Ghent"}}]}
-{"prompt": "Read pkg/store.go and lib/parse.py.", "kind": "tool", "category": "parallel", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"pkg/store.go\"},\"name\":\"read_file\"} {\"arguments\":{\"path\":\"lib/parse.py\"},\"name\":\"read_file\"}", "calls": [{"name": "read_file", "arguments": {"path": "pkg/store.go"}}, {"name": "read_file", "arguments": {"path": "lib/parse.py"}}]}
-{"prompt": "Open the file.", "kind": "text", "category": "clarify", "tool": "", "target": "Which file should I open?"}
-{"prompt": "Thanks, that's really helpful!", "kind": "text", "category": "abstain", "tool": "", "target": "Glad I could help!"}
+{"prompt": "Perfect, that worked.", "kind": "text", "category": "abstain", "tool": "", "target": "Awesome, glad that did the trick!"}
+{"prompt": "Run 'go vet ./...' and 'make migrate'.", "kind": "tool", "category": "parallel", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"go vet ./...\"},\"name\":\"run_command\"} {\"arguments\":{\"command\":\"make migrate\"},\"name\":\"run_command\"}", "calls": [{"name": "run_command", "arguments": {"command": "go vet ./..."}}, {"name": "run_command", "arguments": {"command": "make migrate"}}]}
+{"prompt": "Read lib/parse.py and utils/net.py.", "kind": "tool", "category": "parallel", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"lib/parse.py\"},\"name\":\"read_file\"} {\"arguments\":{\"path\":\"utils/net.py\"},\"name\":\"read_file\"}", "calls": [{"name": "read_file", "arguments": {"path": "lib/parse.py"}}, {"name": "read_file", "arguments": {"path": "utils/net.py"}}]}
+{"prompt": "I'm going to grab a coffee.", "kind": "text", "category": "abstain", "tool": "", "target": "Enjoy your coffee!"}
+{"prompt": "Appreciate the help earlier.", "kind": "text", "category": "abstain", "tool": "", "target": "Anytime — glad it worked out."}
+{"prompt": "Edit web/form.jsx and utils/net.py.", "kind": "tool", "category": "parallel", "tool": "edit_file", "target": "{\"arguments\":{\"path\":\"web/form.jsx\"},\"name\":\"edit_file\"} {\"arguments\":{\"path\":\"utils/net.py\"},\"name\":\"edit_file\"}", "calls": [{"name": "edit_file", "arguments": {"path": "web/form.jsx"}}, {"name": "edit_file", "arguments": {"path": "utils/net.py"}}]}
 {"prompt": "Schedule a call.", "kind": "text", "category": "clarify", "tool": "", "target": "When should the call be, and who is on it?"}
-{"prompt": "Search the web for postgres index types and for wasm component model.", "kind": "tool", "category": "parallel", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"postgres index types\"},\"name\":\"web_search\"} {\"arguments\":{\"query\":\"wasm component model\"},\"name\":\"web_search\"}", "calls": [{"name": "web_search", "arguments": {"query": "postgres index types"}}, {"name": "web_search", "arguments": {"query": "wasm component model"}}]}
-{"prompt": "Search the web for kafka consumer groups and for rust async runtimes.", "kind": "tool", "category": "parallel", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"kafka consumer groups\"},\"name\":\"web_search\"} {\"arguments\":{\"query\":\"rust async runtimes\"},\"name\":\"web_search\"}", "calls": [{"name": "web_search", "arguments": {"query": "kafka consumer groups"}}, {"name": "web_search", "arguments": {"query": "rust async runtimes"}}]}
-{"prompt": "Read web/view.jsx and app/core.py.", "kind": "tool", "category": "parallel", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"web/view.jsx\"},\"name\":\"read_file\"} {\"arguments\":{\"path\":\"app/core.py\"},\"name\":\"read_file\"}", "calls": [{"name": "read_file", "arguments": {"path": "web/view.jsx"}}, {"name": "read_file", "arguments": {"path": "app/core.py"}}]}
+{"prompt": "Commit the changes.", "kind": "text", "category": "clarify", "tool": "", "target": "What commit message should I use?"}
+{"prompt": "Open the file.", "kind": "text", "category": "clarify", "tool": "", "target": "Which file should I open?"}
 {"prompt": "I just committed the fix myself.", "kind": "text", "category": "abstain", "tool": "", "target": "Nice work getting that committed."}
-{"prompt": "What's the weather in Graz, Ghent, and Cork?", "kind": "tool", "category": "parallel", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Graz\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Ghent\"},\"name\":\"get_weather\"} {\"arguments\":{\"city\":\"Cork\"},\"name\":\"get_weather\"}", "calls": [{"name": "get_weather", "arguments": {"city": "Graz"}}, {"name": "get_weather", "arguments": {"city": "Ghent"}}, {"name": "get_weather", "arguments": {"city": "Cork"}}]}
-{"prompt": "Run the script.", "kind": "text", "category": "clarify", "tool": "", "target": "Which script should I run?"}
-{"prompt": "Create a reminder.", "kind": "text", "category": "clarify", "tool": "", "target": "What should I remind you about, and when?"}
-{"prompt": "Search the code for 'flush_buffer' and 'MAX_RETRIES'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"flush_buffer\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"MAX_RETRIES\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "flush_buffer"}}, {"name": "grep_search", "arguments": {"pattern": "MAX_RETRIES"}}]}
-{"prompt": "Read cli/main.rs and utils/net.py.", "kind": "tool", "category": "parallel", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"cli/main.rs\"},\"name\":\"read_file\"} {\"arguments\":{\"path\":\"utils/net.py\"},\"name\":\"read_file\"}", "calls": [{"name": "read_file", "arguments": {"path": "cli/main.rs"}}, {"name": "read_file", "arguments": {"path": "utils/net.py"}}]}
-{"prompt": "Create the directories out/dist and var/state.", "kind": "tool", "category": "parallel", "tool": "make_dir", "target": "{\"arguments\":{\"path\":\"out/dist\"},\"name\":\"make_dir\"} {\"arguments\":{\"path\":\"var/state\"},\"name\":\"make_dir\"}", "calls": [{"name": "make_dir", "arguments": {"path": "out/dist"}}, {"name": "make_dir", "arguments": {"path": "var/state"}}]}
-{"prompt": "Search the code for 'parse_token' and 'render_row'.", "kind": "tool", "category": "parallel", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"parse_token\"},\"name\":\"grep_search\"} {\"arguments\":{\"pattern\":\"render_row\"},\"name\":\"grep_search\"}", "calls": [{"name": "grep_search", "arguments": {"pattern": "parse_token"}}, {"name": "grep_search", "arguments": {"pattern": "render_row"}}]}
-{"prompt": "How are you doing today?", "kind": "text", "category": "abstain", "tool": "", "target": "I'm doing well, thanks for asking!"}
-{"prompt": "Make a reservation.", "kind": "text", "category": "clarify", "tool": "", "target": "Where, for how many people, and at what time?"}
-{"prompt": "Search the web for sqlite wal mode and for wasm component model.", "kind": "tool", "category": "parallel", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"sqlite wal mode\"},\"name\":\"web_search\"} {\"arguments\":{\"query\":\"wasm component model\"},\"name\":\"web_search\"}", "calls": [{"name": "web_search", "arguments": {"query": "sqlite wal mode"}}, {"name": "web_search", "arguments": {"query": "wasm component model"}}]}
-{"prompt": "I'm going to grab a coffee.", "kind": "text", "category": "abstain", "tool": "", "target": "Enjoy your coffee!"}
-{"prompt": "Search the web for rust async runtimes and for sqlite wal mode.", "kind": "tool", "category": "parallel", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"rust async runtimes\"},\"name\":\"web_search\"} {\"arguments\":{\"query\":\"sqlite wal mode\"},\"name\":\"web_search\"}", "calls": [{"name": "web_search", "arguments": {"query": "rust async runtimes"}}, {"name": "web_search", "arguments": {"query": "sqlite wal mode"}}]}