Datasets:

danelcsb
/

localagent-dispatch-data

+---
+license: mit
+language: [en]
+task_categories: [text-generation]
+pretty_name: LocalAgent Dispatch Data
+tags: [tool-calling, function-calling, agent, dispatch, synthetic, routing]
+configs:
+- config_name: paraphrase
+  data_files:
+  - {split: train, path: paraphrase_train.jsonl}
+  - {split: eval,  path: paraphrase_eval.jsonl}
+- config_name: contextual
+  data_files:
+  - {split: train, path: contextual_train.jsonl}
+  - {split: eval,  path: contextual_eval.jsonl}
+- config_name: scenarios_single
+  data_files:
+  - {split: train, path: scenarios_single_train.jsonl}
+  - {split: eval,  path: scenarios_single_eval.jsonl}
+- config_name: scenarios_episodes
+  data_files:
+  - {split: train, path: scenarios_episodes_train.jsonl}
+  - {split: eval,  path: scenarios_episodes_eval.jsonl}
+- config_name: freeform
+  data_files:
+  - {split: eval,  path: freeform_eval.jsonl}
+---
+# LocalAgent Dispatch Data
+Synthetic data for training/evaluating a **generable tool-dispatch** model over a 50-tool surface
+(route head → dense selector → pointer-copy). A static snapshot of the deterministic generators in
+[LocalAgent](https://github.com/sangbumchoi/localagent) (`src/localagent/data/`). Train/eval are
+**disjoint in both phrasing and slot values**. Companion model + demo:
+[danelcsb/localagent-tiny-30m-byte](https://huggingface.co/danelcsb/localagent-tiny-30m-byte) ·
+[Space](https://huggingface.co/spaces/danelcsb/localagent-webgpu).
+## Configs
+| config | rows (train/eval) | what it is |
+|---|---|---|
+| `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_episodes` | 60 / 60 | multi-turn episodes: workflow / chained / error-recovery |
+| `freeform` | – / 44 | hand-written out-of-distribution eval queries (the honest generalization test) |
+## Schema
+Single-turn (`paraphrase`, `contextual`, `scenarios_single`):
+```json
+{"prompt": "...", "kind": "tool|text", "category": "...", "tool": "<name|>",
+ "target": "{\"arguments\":{...},\"name\":\"...\"}", "calls": [{...}]?}
+```
+- `kind="text"` (clarify/abstain) → no tool; `target` is the natural-language reply.
+- `calls` present for parallel turns (≥2 tool calls). Tool-call arg values are **literal substrings
+  of `prompt`** (so a copy/pointer mechanism can ground them).
+Episodes (`scenarios_episodes`): `{"category": "...", "turns": [{"role", "content", "tool_calls":
+[{"name","arguments"}], "tool_response"}]}`. Copy-args in follow-up calls appear verbatim in a prior
+`tool_response`.
+`freeform`: `{"prompt": "...", "tool": "<gold tool>"}`.
+## Usage
+```python
+from datasets import load_dataset
+ds = load_dataset("danelcsb/localagent-dispatch-data", "paraphrase", split="train")
+```
+Regenerate deterministically from source: `python scripts/export_dataset.py` in the LocalAgent repo.

contextual_eval.jsonl ADDED Viewed

	@@ -0,0 +1,230 @@

+{"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": "Inspect the JSON payload at https://api.vendor.net/v1/tickets.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.vendor.net/v1/tickets\"},\"name\":\"http_request\"}"}
+{"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": "Could you check the repo status?", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
+{"prompt": "Could you analyze the response from a GET to 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": "Check what changed in the working tree for me.", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
+{"prompt": "Give me a quick summary of the post at https://forum.example.org/thread/42.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://forum.example.org/thread/42\"},\"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": "Could you fetch the JSON at https://api.vendor.net/v1/tickets?", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.vendor.net/v1/tickets\"},\"name\":\"http_request\"}"}
+{"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\"}"}
+{"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": "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": "Could you open the link https://support.vendor.com/faq?", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://support.vendor.com/faq\"},\"name\":\"open_url\"}"}
+{"prompt": "Could you check the working tree status?", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
+{"prompt": "Could you write 'kickoff starts soon' over on Slack?", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"kickoff starts soon\"},\"name\":\"slack_send\"}"}
+{"prompt": "Please check today's weather in Reykjavik.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Reykjavik\"},\"name\":\"get_weather\"}"}
+{"prompt": "Could you check the latest diff?", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
+{"prompt": "Please 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": "Run all the tests for me.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Could you open the link https://support.vendor.com/faq?", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://support.vendor.com/faq\"},\"name\":\"open_url\"}"}
+{"prompt": "Please 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 run the whole test suite?", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"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": "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\"}"}
+{"prompt": "Look over the local file docs/guide.md.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"docs/guide.md\"},\"name\":\"read_file\"}"}
+{"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": "Could you check what changed in the working tree?", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
+{"prompt": "Have a look at the response from a GET to 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": "Kick off the whole test suite.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Could you write 'kickoff starts soon' to the #ops channel?", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"kickoff starts soon\"},\"name\":\"slack_send\"}"}
+{"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": "Look over what's in the deploy directory.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"deploy\"},\"name\":\"list_dir\"}"}
+{"prompt": "Write the output to the file notes/recap.md for me.", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"notes/recap.md\"},\"name\":\"write_file\"}"}
+{"prompt": "Please check the repo status.", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
+{"prompt": "Go fetch 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": "Could you open the link media.host.com/gallery?", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"media.host.com/gallery\"},\"name\":\"open_url\"}"}
+{"prompt": "Could you check the weather over in Riga?", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Riga\"},\"name\":\"get_weather\"}"}
+{"prompt": "Could you get 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": "Open the app 'iTerm' for me.", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"iTerm\"},\"name\":\"open_app\"}"}
+{"prompt": "Could you check the repo status?", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
+{"prompt": "Could you analyze the local file docs/guide.md?", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"docs/guide.md\"},\"name\":\"read_file\"}"}
+{"prompt": "Go fetch 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": "Could you write 'kickoff starts soon' over on Slack?", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"kickoff starts soon\"},\"name\":\"slack_send\"}"}
+{"prompt": "Could you write 'kickoff starts soon' over on Slack?", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"kickoff starts soon\"},\"name\":\"slack_send\"}"}
+{"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\"}"}
+{"prompt": "Please search for ergonomic keyboard reviews on the internet.", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"ergonomic keyboard reviews\"},\"name\":\"web_search\"}"}
+{"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\"}"}
+{"prompt": "Go fetch me the details on ergonomic keyboard reviews.", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"ergonomic keyboard reviews\"},\"name\":\"web_search\"}"}
+{"prompt": "Check the weather over in Riga for me.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Riga\"},\"name\":\"get_weather\"}"}
+{"prompt": "Could you check the page at media.host.com/gallery?", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"media.host.com/gallery\"},\"name\":\"open_url\"}"}
+{"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": "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\"}"}
+{"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\"}"}
+{"prompt": "Kick off all the tests.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Run all the tests for me.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Please check the page at media.host.com/gallery.", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"media.host.com/gallery\"},\"name\":\"open_url\"}"}
+{"prompt": "Could you get me the details on ergonomic keyboard reviews?", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"ergonomic keyboard reviews\"},\"name\":\"web_search\"}"}
+{"prompt": "Pop open the link media.host.com/gallery.", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"media.host.com/gallery\"},\"name\":\"open_url\"}"}
+{"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": "Go fetch the JSON at https://api.vendor.net/v1/tickets.", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.vendor.net/v1/tickets\"},\"name\":\"http_request\"}"}
+{"prompt": "Could you fetch me the details on ergonomic keyboard reviews?", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"ergonomic keyboard reviews\"},\"name\":\"web_search\"}"}
+{"prompt": "Inspect 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": "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": "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\"}"}
+{"prompt": "Look over 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": "Go 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 get 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": "Please search for any files matching '*.gradle'.", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.gradle\"},\"name\":\"find_files\"}"}
+{"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": "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 'flush_cache' across the codebase.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"flush_cache\"},\"name\":\"grep_search\"}"}
+{"prompt": "Could you 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": "Could you 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": "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": "Please search for 'RateLimiter' in the source files.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"RateLimiter\"},\"name\":\"grep_search\"}"}
+{"prompt": "Open the local file src/router.ts for me.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"src/router.ts\"},\"name\":\"read_file\"}"}
+{"prompt": "Pop open the local file src/router.ts.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"src/router.ts\"},\"name\":\"read_file\"}"}
+{"prompt": "Check the repo status for me.", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
+{"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": "Pop open the local file src/router.ts.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"src/router.ts\"},\"name\":\"read_file\"}"}
+{"prompt": "Please check today's weather in Reykjavik.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Reykjavik\"},\"name\":\"get_weather\"}"}
+{"prompt": "Could you open the link https://support.vendor.com/faq?", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://support.vendor.com/faq\"},\"name\":\"open_url\"}"}
+{"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 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\"}"}
+{"prompt": "Could you 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": "Could you check today's weather in Reykjavik?", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Reykjavik\"},\"name\":\"get_weather\"}"}
+{"prompt": "Please search for 'RateLimiter' across the codebase.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"RateLimiter\"},\"name\":\"grep_search\"}"}
+{"prompt": "Have a look at the response from a GET to https://api.vendor.net/v1/tickets.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.vendor.net/v1/tickets\"},\"name\":\"http_request\"}"}
+{"prompt": "Have a look at the local file docs/guide.md.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"docs/guide.md\"},\"name\":\"read_file\"}"}
+{"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": "Could you search for 'RateLimiter' in the source files?", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"RateLimiter\"},\"name\":\"grep_search\"}"}
+{"prompt": "Could you run the whole test suite?", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Check today's weather in Riga for me.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Riga\"},\"name\":\"get_weather\"}"}
+{"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": "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\"}"}
+{"prompt": "Could you fetch me the details on ergonomic keyboard reviews?", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"ergonomic keyboard reviews\"},\"name\":\"web_search\"}"}
+{"prompt": "Go search for 'flush_cache' in the source files.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"flush_cache\"},\"name\":\"grep_search\"}"}
+{"prompt": "Run the whole test suite for me.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"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": "Could you analyze 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": "Open the local file data/loader.py for me.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"data/loader.py\"},\"name\":\"read_file\"}"}
+{"prompt": "Could you open the app 'iTerm'?", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"iTerm\"},\"name\":\"open_app\"}"}
+{"prompt": "Inspect what's in the artifacts directory.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"artifacts\"},\"name\":\"list_dir\"}"}
+{"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 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 check the page at https://forum.example.org/thread/42?", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://forum.example.org/thread/42\"},\"name\":\"open_url\"}"}
+{"prompt": "Look over the JSON payload at https://api.vendor.net/v1/tickets.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.vendor.net/v1/tickets\"},\"name\":\"http_request\"}"}
+{"prompt": "Open the link https://forum.example.org/thread/42 for me.", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://forum.example.org/thread/42\"},\"name\":\"open_url\"}"}
+{"prompt": "Check the weather over in Riga for me.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Riga\"},\"name\":\"get_weather\"}"}
+{"prompt": "Could you check the page at https://forum.example.org/thread/42?", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://forum.example.org/thread/42\"},\"name\":\"open_url\"}"}
+{"prompt": "Could you write 'ideas backlog' onto my Notion page?", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"ideas backlog\"},\"name\":\"notion_write\"}"}
+{"prompt": "Could you check the weather over in Riga?", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Riga\"},\"name\":\"get_weather\"}"}
+{"prompt": "Could you fetch the JSON at https://api.vendor.net/v1/tickets?", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.vendor.net/v1/tickets\"},\"name\":\"http_request\"}"}
+{"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": "Open the local file data/loader.py for me.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"data/loader.py\"},\"name\":\"read_file\"}"}
+{"prompt": "Give me a quick summary of the response from a GET to https://api.vendor.net/v1/tickets.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.vendor.net/v1/tickets\"},\"name\":\"http_request\"}"}
+{"prompt": "Could you analyze 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": "Look over the local file data/loader.py.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"data/loader.py\"},\"name\":\"read_file\"}"}
+{"prompt": "Could you open the app 'iTerm'?", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"iTerm\"},\"name\":\"open_app\"}"}
+{"prompt": "Please search for ergonomic keyboard reviews on the internet.", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"ergonomic keyboard reviews\"},\"name\":\"web_search\"}"}
+{"prompt": "Write 'retro action items' down in my notes for me.", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"retro action items\"},\"name\":\"notion_write\"}"}
+{"prompt": "Could you open the local file docs/guide.md?", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"docs/guide.md\"},\"name\":\"read_file\"}"}
+{"prompt": "Give me a quick summary of the local file src/router.ts.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"src/router.ts\"},\"name\":\"read_file\"}"}
+{"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": "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": "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\"}"}
+{"prompt": "Pop open the local file docs/guide.md.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"docs/guide.md\"},\"name\":\"read_file\"}"}
+{"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": "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": "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\"}"}
+{"prompt": "Please search for ergonomic keyboard reviews on the internet.", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"ergonomic keyboard reviews\"},\"name\":\"web_search\"}"}
+{"prompt": "Write 'retro action items' down in my notes for me.", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"retro action items\"},\"name\":\"notion_write\"}"}
+{"prompt": "Give me a quick summary of the local file src/router.ts.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"src/router.ts\"},\"name\":\"read_file\"}"}
+{"prompt": "Please 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 open the app 'iTerm'?", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"iTerm\"},\"name\":\"open_app\"}"}
+{"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": "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": "Could you get 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": "Could you check the repo status?", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
+{"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\"}"}
+{"prompt": "Have a look at the post at https://forum.example.org/thread/42.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://forum.example.org/thread/42\"},\"name\":\"open_url\"}"}
+{"prompt": "Check what changed in the working tree for me.", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
+{"prompt": "Please check what changed in the working tree.", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
+{"prompt": "Run all the tests for me.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"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": "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": "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": "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": "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\"}"}
+{"prompt": "Go fetch me the details on ergonomic keyboard reviews.", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"ergonomic keyboard reviews\"},\"name\":\"web_search\"}"}
+{"prompt": "Could you fetch 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": "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": "Go search for weekend pottery classes on the internet.", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"weekend pottery classes\"},\"name\":\"web_search\"}"}
+{"prompt": "Could you analyze the local file docs/guide.md?", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"docs/guide.md\"},\"name\":\"read_file\"}"}
+{"prompt": "Could you check the repo status?", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
+{"prompt": "Could you 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": "Give me a quick summary of the local file docs/guide.md.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"docs/guide.md\"},\"name\":\"read_file\"}"}
+{"prompt": "Run all the tests for me.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"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": "Go search for any files matching '*.gradle'.", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.gradle\"},\"name\":\"find_files\"}"}
+{"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 '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": "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": "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\"}"}

contextual_train.jsonl ADDED Viewed

	@@ -0,0 +1,230 @@

+{"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": "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\"}"}
+{"prompt": "Read status.host.io/incidents.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"status.host.io/incidents\"},\"name\":\"open_url\"}"}
+{"prompt": "Go get 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": "Check the JSON from api.shop.co/v2/items.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"api.shop.co/v2/items\"},\"name\":\"http_request\"}"}
+{"prompt": "Summarize 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\"}"}
+{"prompt": "Open up 'Slack'.", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Slack\"},\"name\":\"open_app\"}"}
+{"prompt": "Please write 'this week's wins' to my notes.", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"this week's wins\"},\"name\":\"notion_write\"}"}
+{"prompt": "Please fetch me some information on winter running shoes.", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"winter running shoes\"},\"name\":\"web_search\"}"}
+{"prompt": "Check 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 search for cheap flights to Lisbon?", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"cheap flights to Lisbon\"},\"name\":\"web_search\"}"}
+{"prompt": "Check 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": "I need you to search for files named 'test_*.py'.", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"test_*.py\"},\"name\":\"find_files\"}"}
+{"prompt": "Can you search for 'MAX_BUFFER' in the files?", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"MAX_BUFFER\"},\"name\":\"grep_search\"}"}
+{"prompt": "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\"}"}
+{"prompt": "Get the API response at api.shop.co/v2/items.", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"api.shop.co/v2/items\"},\"name\":\"http_request\"}"}
+{"prompt": "Can you get 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\"}"}
+{"prompt": "Review what's inside notebooks.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"notebooks\"},\"name\":\"list_dir\"}"}
+{"prompt": "Can you write 'demo went well' to Slack?", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"demo went well\"},\"name\":\"slack_send\"}"}
+{"prompt": "Open the 'Terminal' app.", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Terminal\"},\"name\":\"open_app\"}"}
+{"prompt": "Fetch the JSON from api.shop.co/v2/items.", "kind": "tool", "category": "ctx_fetch", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"api.shop.co/v2/items\"},\"name\":\"http_request\"}"}
+{"prompt": "Run a search for 'parse_headers' in the codebase.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"parse_headers\"},\"name\":\"grep_search\"}"}
+{"prompt": "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": "Go ahead and write 'q3 planning draft' to my Notion page.", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"q3 planning draft\"},\"name\":\"notion_write\"}"}
+{"prompt": "Write 'meeting moved to 3pm' in the #dev channel.", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"meeting moved to 3pm\"},\"name\":\"slack_send\"}"}
+{"prompt": "Check the file src/utils.py.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"src/utils.py\"},\"name\":\"read_file\"}"}
+{"prompt": "Check the weather in Vienna.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Vienna\"},\"name\":\"get_weather\"}"}
+{"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": "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": "Check the forecast for Vienna real quick.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Vienna\"},\"name\":\"get_weather\"}"}
+{"prompt": "Look at the JSON from api.blog.dev/posts.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"api.blog.dev/posts\"},\"name\":\"http_request\"}"}
+{"prompt": "Analyze what a GET to https://data.portal.app/metrics returns.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://data.portal.app/metrics\"},\"name\":\"http_request\"}"}
+{"prompt": "Can you write 'this week's wins' to my notes?", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"this week's wins\"},\"name\":\"notion_write\"}"}
+{"prompt": "Please run the command 'kubectl get pods'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"kubectl get pods\"},\"name\":\"run_command\"}"}
+{"prompt": "Take a look at the assets/icons directory.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"assets/icons\"},\"name\":\"list_dir\"}"}
+{"prompt": "Open status.host.io/incidents.", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"status.host.io/incidents\"},\"name\":\"open_url\"}"}
+{"prompt": "Can you check the diff?", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
+{"prompt": "Can you check the page https://portal.app/changelog?", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://portal.app/changelog\"},\"name\":\"open_url\"}"}
+{"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": "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\"}"}
+{"prompt": "Go get mirror.host.dev/tool.deb and save it to disk.", "kind": "tool", "category": "ctx_fetch", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"mirror.host.dev/tool.deb\"},\"name\":\"download_file\"}"}
+{"prompt": "Can you write 'deploy is done' to the #general channel?", "kind": "tool", "category": "ctx_write", "tool": "slack_send", "target": "{\"arguments\":{\"message\":\"deploy is done\"},\"name\":\"slack_send\"}"}
+{"prompt": "Can you check the state of the repo?", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
+{"prompt": "I need you to search for files matching '*.css'.", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.css\"},\"name\":\"find_files\"}"}
+{"prompt": "Run the tests.", "kind": "tool", "category": "ctx_run", "tool": "run_tests", "target": "{\"arguments\":{},\"name\":\"run_tests\"}"}
+{"prompt": "Analyze the JSON from https://data.portal.app/metrics.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://data.portal.app/metrics\"},\"name\":\"http_request\"}"}
+{"prompt": "Go ahead and write the results out to notes/summary.md.", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"notes/summary.md\"},\"name\":\"write_file\"}"}
+{"prompt": "Check the forecast for Oslo real quick.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Oslo\"},\"name\":\"get_weather\"}"}
+{"prompt": "Check the repo.", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
+{"prompt": "Please 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": "Open lib/helpers.js.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"lib/helpers.js\"},\"name\":\"read_file\"}"}
+{"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 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\"}"}
+{"prompt": "Please fetch me info about winter running shoes.", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"winter running shoes\"},\"name\":\"web_search\"}"}
+{"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": "Please write 'ideas for the offsite' into Notion.", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"ideas for the offsite\"},\"name\":\"notion_write\"}"}
+{"prompt": "Summarize the article at https://docs.product.com/guide.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://docs.product.com/guide\"},\"name\":\"open_url\"}"}
+{"prompt": "Check what changed.", "kind": "tool", "category": "ctx_check", "tool": "git_diff", "target": "{\"arguments\":{},\"name\":\"git_diff\"}"}
+{"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": "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": "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": "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\"}"}
+{"prompt": "Fetch mirror.host.dev/tool.deb and save it to disk.", "kind": "tool", "category": "ctx_fetch", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"mirror.host.dev/tool.deb\"},\"name\":\"download_file\"}"}
+{"prompt": "Open up https://acme.io/blog.", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://acme.io/blog\"},\"name\":\"open_url\"}"}
+{"prompt": "Go get 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": "I need you to search for 'init_db' in the files.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"init_db\"},\"name\":\"grep_search\"}"}
+{"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": "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\"}"}
+{"prompt": "Open https://blog.dev/intro-post.", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://blog.dev/intro-post\"},\"name\":\"open_url\"}"}
+{"prompt": "Take a look at the assets/icons directory.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"assets/icons\"},\"name\":\"list_dir\"}"}
+{"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 ahead and write 'this week's wins' into Notion.", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"this week's wins\"},\"name\":\"notion_write\"}"}
+{"prompt": "Check on 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 this to the file out/results.json?", "kind": "tool", "category": "ctx_write", "tool": "write_file", "target": "{\"arguments\":{\"path\":\"out/results.json\"},\"name\":\"write_file\"}"}
+{"prompt": "Write 'this week's wins' to my notes.", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"this week's wins\"},\"name\":\"notion_write\"}"}
+{"prompt": "Can you write 'this week's wins' to my notes?", "kind": "tool", "category": "ctx_write", "tool": "notion_write", "target": "{\"arguments\":{\"content\":\"this week's wins\"},\"name\":\"notion_write\"}"}
+{"prompt": "Open the page status.host.io/incidents.", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"status.host.io/incidents\"},\"name\":\"open_url\"}"}
+{"prompt": "Check the weather in Lisbon.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Lisbon\"},\"name\":\"get_weather\"}"}
+{"prompt": "Do a search for 'parse_headers' in the repo.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"parse_headers\"},\"name\":\"grep_search\"}"}
+{"prompt": "Summarize the JSON from api.blog.dev/posts.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"api.blog.dev/posts\"},\"name\":\"http_request\"}"}
+{"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": "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": "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": "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\"}"}
+{"prompt": "Get https://assets.shop.co/logo.png and save it to disk.", "kind": "tool", "category": "ctx_fetch", "tool": "download_file", "target": "{\"arguments\":{\"url\":\"https://assets.shop.co/logo.png\"},\"name\":\"download_file\"}"}
+{"prompt": "Search for standing desk reviews.", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"standing desk reviews\"},\"name\":\"web_search\"}"}
+{"prompt": "Check the page https://acme.io/blog.", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://acme.io/blog\"},\"name\":\"open_url\"}"}
+{"prompt": "Review the JSON from https://api.acme.io/v1/users.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://api.acme.io/v1/users\"},\"name\":\"http_request\"}"}
+{"prompt": "Go ahead and open https://acme.io/blog.", "kind": "tool", "category": "ctx_open", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://acme.io/blog\"},\"name\":\"open_url\"}"}
+{"prompt": "Can you check the forecast for Lisbon?", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Lisbon\"},\"name\":\"get_weather\"}"}
+{"prompt": "Check the page https://portal.app/changelog real quick.", "kind": "tool", "category": "ctx_check", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://portal.app/changelog\"},\"name\":\"open_url\"}"}
+{"prompt": "Go ahead and 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\"}"}
+{"prompt": "Check the forecast for Oslo.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Oslo\"},\"name\":\"get_weather\"}"}
+{"prompt": "Please fetch 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\"}"}
+{"prompt": "I need you to search for cheap flights to Lisbon on the web.", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"cheap flights to Lisbon\"},\"name\":\"web_search\"}"}
+{"prompt": "Open README.md.", "kind": "tool", "category": "ctx_open", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"README.md\"},\"name\":\"read_file\"}"}
+{"prompt": "Take a look at what a GET to https://data.portal.app/metrics returns.", "kind": "tool", "category": "ctx_analyze", "tool": "http_request", "target": "{\"arguments\":{\"url\":\"https://data.portal.app/metrics\"},\"name\":\"http_request\"}"}
+{"prompt": "Take a look at status.host.io/incidents.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"status.host.io/incidents\"},\"name\":\"open_url\"}"}
+{"prompt": "Take a 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": "Open up 'Notion'.", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Notion\"},\"name\":\"open_app\"}"}
+{"prompt": "Run a search for local coworking spaces on the web.", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"local coworking spaces\"},\"name\":\"web_search\"}"}
+{"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 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": "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\"}"}
+{"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": "Check the notebooks directory.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"notebooks\"},\"name\":\"list_dir\"}"}
+{"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": "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": "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": "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\"}"}
+{"prompt": "Can you search for local coworking spaces?", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"local coworking spaces\"},\"name\":\"web_search\"}"}
+{"prompt": "Check the weather in Stockholm.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Stockholm\"},\"name\":\"get_weather\"}"}
+{"prompt": "Go through docs/intro.md.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"docs/intro.md\"},\"name\":\"read_file\"}"}
+{"prompt": "Do a search for the new metro timetable.", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"the new metro timetable\"},\"name\":\"web_search\"}"}
+{"prompt": "Can you open the 'Notion' app?", "kind": "tool", "category": "ctx_open", "tool": "open_app", "target": "{\"arguments\":{\"name\":\"Notion\"},\"name\":\"open_app\"}"}
+{"prompt": "Look at the article at https://docs.product.com/guide.", "kind": "tool", "category": "ctx_analyze", "tool": "open_url", "target": "{\"arguments\":{\"url\":\"https://docs.product.com/guide\"},\"name\":\"open_url\"}"}
+{"prompt": "Check the weather in Stockholm.", "kind": "tool", "category": "ctx_check", "tool": "get_weather", "target": "{\"arguments\":{\"city\":\"Stockholm\"},\"name\":\"get_weather\"}"}
+{"prompt": "Get me info about local coworking spaces.", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"local coworking spaces\"},\"name\":\"web_search\"}"}
+{"prompt": "Check the state of the repo.", "kind": "tool", "category": "ctx_check", "tool": "git_status", "target": "{\"arguments\":{},\"name\":\"git_status\"}"}
+{"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 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": "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\"}"}
+{"prompt": "Run 'make deploy' now.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"make deploy\"},\"name\":\"run_command\"}"}
+{"prompt": "Can you search for files matching '*.css'?", "kind": "tool", "category": "ctx_search", "tool": "find_files", "target": "{\"arguments\":{\"pattern\":\"*.css\"},\"name\":\"find_files\"}"}
+{"prompt": "Analyze the contents of assets/icons.", "kind": "tool", "category": "ctx_analyze", "tool": "list_dir", "target": "{\"arguments\":{\"path\":\"assets/icons\"},\"name\":\"list_dir\"}"}
+{"prompt": "Go 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": "Search for 'AuthMiddleware' in the codebase.", "kind": "tool", "category": "ctx_search", "tool": "grep_search", "target": "{\"arguments\":{\"pattern\":\"AuthMiddleware\"},\"name\":\"grep_search\"}"}
+{"prompt": "Please run the command 'make deploy'.", "kind": "tool", "category": "ctx_run", "tool": "run_command", "target": "{\"arguments\":{\"command\":\"make deploy\"},\"name\":\"run_command\"}"}
+{"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": "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": "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\"}"}
+{"prompt": "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": "Go get me info about standing desk reviews.", "kind": "tool", "category": "ctx_fetch", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"standing desk reviews\"},\"name\":\"web_search\"}"}
+{"prompt": "Get 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": "Analyze the file lib/helpers.js.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"lib/helpers.js\"},\"name\":\"read_file\"}"}
+{"prompt": "Run a search for local coworking spaces.", "kind": "tool", "category": "ctx_search", "tool": "web_search", "target": "{\"arguments\":{\"query\":\"local coworking spaces\"},\"name\":\"web_search\"}"}
+{"prompt": "Summarize the file README.md.", "kind": "tool", "category": "ctx_analyze", "tool": "read_file", "target": "{\"arguments\":{\"path\":\"README.md\"},\"name\":\"read_file\"}"}
+{"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": "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": "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": "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": "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 ADDED Viewed

	@@ -0,0 +1,44 @@

+{"prompt": "What is the color of a monkey?", "tool": "web_search"}
+{"prompt": "Look up who invented the telephone.", "tool": "web_search"}
+{"prompt": "Google the tallest mountain in Africa.", "tool": "web_search"}
+{"prompt": "Find out when the Eiffel Tower was built.", "tool": "web_search"}
+{"prompt": "Can you search for the best ramen in Tokyo?", "tool": "web_search"}
+{"prompt": "What does the word ephemeral mean?", "tool": "define"}
+{"prompt": "Define photosynthesis for me.", "tool": "define"}
+{"prompt": "Give me the definition of entropy.", "tool": "define"}
+{"prompt": "Open https://github.com/pytorch/pytorch in the browser.", "tool": "open_url"}
+{"prompt": "Go to example.com and load the homepage.", "tool": "open_url"}
+{"prompt": "Fetch the JSON from https://api.github.com/repos/torvalds/linux.", "tool": "http_request"}
+{"prompt": "Make a GET request to https://httpbin.org/get.", "tool": "http_request"}
+{"prompt": "Download the dataset from https://example.com/data.zip.", "tool": "download_file"}
+{"prompt": "Grab the file at https://example.com/report.pdf and save it.", "tool": "download_file"}
+{"prompt": "Any recent news about electric vehicles?", "tool": "get_news"}
+{"prompt": "What's the latest headlines on climate policy?", "tool": "get_news"}
+{"prompt": "List the files in the src directory.", "tool": "list_dir"}
+{"prompt": "Show me what's inside the build folder.", "tool": "list_dir"}
+{"prompt": "ls the current directory.", "tool": "list_dir"}
+{"prompt": "Find all python files under tests.", "tool": "find_files"}
+{"prompt": "Search the codebase for the function train_step.", "tool": "grep_search"}
+{"prompt": "Grep for TODO comments in the repo.", "tool": "grep_search"}
+{"prompt": "Where is the string 'eos_id' used?", "tool": "grep_search"}
+{"prompt": "Make a directory called build.", "tool": "make_dir"}
+{"prompt": "Create a new folder named output.", "tool": "make_dir"}
+{"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 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"}
+{"prompt": "Write a config to settings.yaml.", "tool": "write_file"}
+{"prompt": "What's the git status of the repo?", "tool": "git_status"}
+{"prompt": "Show me the git diff.", "tool": "git_diff"}
+{"prompt": "Commit the staged changes with message fix bug.", "tool": "git_commit"}
+{"prompt": "Email Dana the quarterly report.", "tool": "send_email"}
+{"prompt": "Send a slack message to the team channel saying deploy done.", "tool": "slack_send"}
+{"prompt": "Add a calendar event for the standup at 9am.", "tool": "calendar_event"}
+{"prompt": "Remind me to water the plants.", "tool": "set_reminder"}
+{"prompt": "What is 18 * 24?", "tool": "calculator"}
+{"prompt": "Compute 144 divided by 12.", "tool": "calculator"}
+{"prompt": "What's the weather like in Oslo?", "tool": "get_weather"}
+{"prompt": "Play Bohemian Rhapsody.", "tool": "play_music"}

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paraphrase_train.jsonl ADDED Viewed

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scenarios_episodes_eval.jsonl ADDED Viewed

	@@ -0,0 +1,60 @@

+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'make package' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make package"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ui/panel.tsx:22: warning near RateGuard"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RateGuard"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ui/panel.tsx:22:    RateGuard(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "ui/panel.tsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'make package' and fixed ui/panel.tsx.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'cargo clippy' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "cargo clippy"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ui/panel.tsx:22: warning near merge_shards"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "merge_shards"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ui/panel.tsx:22:    merge_shards(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "ui/panel.tsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'cargo clippy' and fixed ui/panel.tsx.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'make package' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make package"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'make package' failed (exit 1). Hint: run 'cargo clippy' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "cargo clippy"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'make package' failed, so I ran 'cargo clippy' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up duckdb vs sqlite and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "duckdb vs sqlite"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: ziglang.org/learn (covers duckdb vs sqlite)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "ziglang.org/learn"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result ziglang.org/learn for duckdb vs sqlite.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'warm_cache' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "warm_cache"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "mod/auth.py:31:    warm_cache = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "mod/auth.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited mod/auth.py where 'warm_cache' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Research redis stream consumers and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "redis stream consumers"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. ziglang.org/learn — a solid overview of redis stream consumers"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "ziglang.org/learn"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on redis stream consumers is ziglang.org/learn.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Research redis stream consumers and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "redis stream consumers"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. redis.io/docs/streams — a solid overview of redis stream consumers"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "redis.io/docs/streams"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on redis stream consumers is redis.io/docs/streams.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Find where 'RateGuard' is defined.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RateGuard"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: no matches for 'RateGuard'. Did you mean 'warm_cache'?"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "warm_cache"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "svc/billing.py:8:    def warm_cache(): ..."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "svc/billing.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "'RateGuard' was actually 'warm_cache', defined in svc/billing.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'MIN_BATCH' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "MIN_BATCH"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "data/etl.py:31:    MIN_BATCH = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "data/etl.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited data/etl.py where 'MIN_BATCH' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Find where 'RateGuard' is defined.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RateGuard"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: no matches for 'RateGuard'. Did you mean 'decode_frame'?"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "decode_frame"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "net/socket.go:8:    def decode_frame(): ..."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "net/socket.go"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "'RateGuard' was actually 'decode_frame', defined in net/socket.go.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'cargo clippy' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "cargo clippy"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'cargo clippy' failed (exit 1). Hint: run 'make package' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make package"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'cargo clippy' failed, so I ran 'make package' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'npm run typecheck' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "npm run typecheck"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'npm run typecheck' failed (exit 1). Hint: run 'make package' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make package"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'npm run typecheck' failed, so I ran 'make package' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'npm run typecheck' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "npm run typecheck"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "mod/auth.py:22: warning near warm_cache"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "warm_cache"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "mod/auth.py:22:    warm_cache(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "mod/auth.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'npm run typecheck' and fixed mod/auth.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'make package' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make package"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "svc/billing.py:22: warning near RateGuard"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RateGuard"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "svc/billing.py:22:    RateGuard(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "svc/billing.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'make package' and fixed svc/billing.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'make package' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make package"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'make package' failed (exit 1). Hint: run 'npm run typecheck' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "npm run typecheck"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'make package' failed, so I ran 'npm run typecheck' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'RateGuard' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RateGuard"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ui/panel.tsx:31:    RateGuard = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "ui/panel.tsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited ui/panel.tsx where 'RateGuard' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up zig comptime basics and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "zig comptime basics"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: ziglang.org/learn (covers zig comptime basics)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "ziglang.org/learn"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result ziglang.org/learn for zig comptime basics.", "tool_calls": [], "tool_response": null}]}
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+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'make package' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make package"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'make package' failed (exit 1). Hint: run 'npm run typecheck' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "npm run typecheck"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'make package' failed, so I ran 'npm run typecheck' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Research redis stream consumers and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "redis stream consumers"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. duckdb.org/docs — a solid overview of redis stream consumers"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "duckdb.org/docs"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on redis stream consumers is duckdb.org/docs.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'RateGuard' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RateGuard"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ui/panel.tsx:31:    RateGuard = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "ui/panel.tsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited ui/panel.tsx where 'RateGuard' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up duckdb vs sqlite and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "duckdb vs sqlite"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: ziglang.org/learn (covers duckdb vs sqlite)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "ziglang.org/learn"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result ziglang.org/learn for duckdb vs sqlite.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up redis stream consumers and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "redis stream consumers"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: ziglang.org/learn (covers redis stream consumers)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "ziglang.org/learn"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result ziglang.org/learn for redis stream consumers.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Find where 'merge_shards' is defined.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "merge_shards"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: no matches for 'merge_shards'. Did you mean 'warm_cache'?"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "warm_cache"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "net/socket.go:8:    def warm_cache(): ..."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "net/socket.go"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "'merge_shards' was actually 'warm_cache', defined in net/socket.go.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'npm run typecheck' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "npm run typecheck"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "mod/auth.py:22: warning near RateGuard"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RateGuard"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "mod/auth.py:22:    RateGuard(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "mod/auth.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'npm run typecheck' and fixed mod/auth.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'make package' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make package"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "svc/billing.py:22: warning near MIN_BATCH"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "MIN_BATCH"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "svc/billing.py:22:    MIN_BATCH(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "svc/billing.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'make package' and fixed svc/billing.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'npm run typecheck' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "npm run typecheck"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "mod/auth.py:22: warning near decode_frame"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "decode_frame"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "mod/auth.py:22:    decode_frame(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "mod/auth.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'npm run typecheck' and fixed mod/auth.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'warm_cache' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "warm_cache"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "net/socket.go:31:    warm_cache = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "net/socket.go"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited net/socket.go where 'warm_cache' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Research duckdb vs sqlite and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "duckdb vs sqlite"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. duckdb.org/docs — a solid overview of duckdb vs sqlite"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "duckdb.org/docs"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on duckdb vs sqlite is duckdb.org/docs.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Open svc/billing.py and clean it up.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "svc/billing.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: svc/billing.py not found. Try ui/panel.tsx instead."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "ui/panel.tsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "ui/panel.tsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "svc/billing.py didn't exist; cleaned up ui/panel.tsx instead.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'warm_cache' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "warm_cache"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "data/etl.py:31:    warm_cache = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "data/etl.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited data/etl.py where 'warm_cache' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Fix the bug around 'merge_shards' in data/etl.py and commit 'pin the toolchain'.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "data/etl.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "def merge_shards():\n    return None  # looks wrong"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "merge_shards"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "data/etl.py:14:    merge_shards appears here"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "data/etl.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_tests", "arguments": {}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "All tests passed."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "git_commit", "arguments": {"message": "pin the toolchain"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Committed 7c1a2b."}, {"role": "assistant", "content": "Fixed 'merge_shards' in data/etl.py and committed 'pin the toolchain'.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Open mod/auth.py and clean it up.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "mod/auth.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: mod/auth.py not found. Try svc/billing.py instead."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "svc/billing.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "svc/billing.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "mod/auth.py didn't exist; cleaned up svc/billing.py instead.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up redis stream consumers and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "redis stream consumers"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: redis.io/docs/streams (covers redis stream consumers)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "redis.io/docs/streams"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result redis.io/docs/streams for redis stream consumers.", "tool_calls": [], "tool_response": null}]}

scenarios_episodes_train.jsonl ADDED Viewed

	@@ -0,0 +1,60 @@

+{"category": "workflow", "turns": [{"role": "user", "content": "Research grpc streaming patterns and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "grpc streaming patterns"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. webassembly.org/specs — a solid overview of grpc streaming patterns"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "webassembly.org/specs"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on grpc streaming patterns is webassembly.org/specs.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Open lib/parse.py and clean it up.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "lib/parse.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: lib/parse.py not found. Try web/view.jsx instead."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "web/view.jsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "web/view.jsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "lib/parse.py didn't exist; cleaned up web/view.jsx instead.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'yarn lint' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "yarn lint"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "app/core.py:22: warning near open_session"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "open_session"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "app/core.py:22:    open_session(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "app/core.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'yarn lint' and fixed app/core.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up wasm component model and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "wasm component model"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: webassembly.org/specs (covers wasm component model)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "webassembly.org/specs"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result webassembly.org/specs for wasm component model.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'make build' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make build"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'make build' failed (exit 1). Hint: run 'cargo check' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "cargo check"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'make build' failed, so I ran 'cargo check' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'npm run compile' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "npm run compile"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'npm run compile' failed (exit 1). Hint: run 'cargo check' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "cargo check"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'npm run compile' failed, so I ran 'cargo check' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Find where 'render_row' is defined.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "render_row"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: no matches for 'render_row'. Did you mean 'RetryQueue'?"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RetryQueue"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "app/core.py:8:    def RetryQueue(): ..."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "app/core.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "'render_row' was actually 'RetryQueue', defined in app/core.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Find where 'RetryQueue' is defined.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RetryQueue"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: no matches for 'RetryQueue'. Did you mean 'build_index'?"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "build_index"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "pkg/store.go:8:    def build_index(): ..."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "pkg/store.go"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "'RetryQueue' was actually 'build_index', defined in pkg/store.go.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up wasm component model and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "wasm component model"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: docs.rs/tokio (covers wasm component model)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "docs.rs/tokio"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result docs.rs/tokio for wasm component model.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Find where 'load_config' is defined.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "load_config"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: no matches for 'load_config'. Did you mean 'render_row'?"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "render_row"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "api/users.py:8:    def render_row(): ..."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "api/users.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "'load_config' was actually 'render_row', defined in api/users.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Open db/migrate.sql and clean it up.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "db/migrate.sql"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: db/migrate.sql not found. Try web/view.jsx instead."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "web/view.jsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "web/view.jsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "db/migrate.sql didn't exist; cleaned up web/view.jsx instead.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'make build' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make build"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'make build' failed (exit 1). Hint: run 'yarn lint' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "yarn lint"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'make build' failed, so I ran 'yarn lint' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up wasm component model and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "wasm component model"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: docs.rs/tokio (covers wasm component model)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "docs.rs/tokio"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result docs.rs/tokio for wasm component model.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Research grpc streaming patterns and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "grpc streaming patterns"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. wiki.postgresql.org/Indexes — a solid overview of grpc streaming patterns"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "wiki.postgresql.org/Indexes"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on grpc streaming patterns is wiki.postgresql.org/Indexes.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'parse_token' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "parse_token"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "web/view.jsx:31:    parse_token = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "web/view.jsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited web/view.jsx where 'parse_token' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'yarn lint' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "yarn lint"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "pkg/store.go:22: warning near flush_buffer"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "flush_buffer"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "pkg/store.go:22:    flush_buffer(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "pkg/store.go"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'yarn lint' and fixed pkg/store.go.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'tox -e py311' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "tox -e py311"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "cli/main.rs:22: warning near parse_token"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "parse_token"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "cli/main.rs:22:    parse_token(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "cli/main.rs"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'tox -e py311' and fixed cli/main.rs.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Find where 'parse_token' is defined.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "parse_token"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: no matches for 'parse_token'. Did you mean 'MAX_RETRIES'?"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "MAX_RETRIES"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "app/core.py:8:    def MAX_RETRIES(): ..."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "app/core.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "'parse_token' was actually 'MAX_RETRIES', defined in app/core.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Open cli/main.rs and clean it up.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "cli/main.rs"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: cli/main.rs not found. Try lib/parse.py instead."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "lib/parse.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "lib/parse.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "cli/main.rs didn't exist; cleaned up lib/parse.py instead.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Fix the bug around 'validate_input' in lib/parse.py and commit 'log the retry'.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "lib/parse.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "def validate_input():\n    return None  # looks wrong"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "validate_input"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "lib/parse.py:14:    validate_input appears here"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "lib/parse.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_tests", "arguments": {}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "All tests passed."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "git_commit", "arguments": {"message": "log the retry"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Committed 7c1a2b."}, {"role": "assistant", "content": "Fixed 'validate_input' in lib/parse.py and committed 'log the retry'.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Research rust async runtimes and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "rust async runtimes"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. grpc.io/docs/guides — a solid overview of rust async runtimes"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "grpc.io/docs/guides"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on rust async runtimes is grpc.io/docs/guides.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'npm run compile' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "npm run compile"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'npm run compile' failed (exit 1). Hint: run 'make build' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make build"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'npm run compile' failed, so I ran 'make build' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'npm run compile' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "npm run compile"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "web/view.jsx:22: warning near parse_token"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "parse_token"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "web/view.jsx:22:    parse_token(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "web/view.jsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'npm run compile' and fixed web/view.jsx.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up wasm component model and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "wasm component model"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: docs.rs/tokio (covers wasm component model)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "docs.rs/tokio"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result docs.rs/tokio for wasm component model.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'flush_buffer' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "flush_buffer"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "web/view.jsx:31:    flush_buffer = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "web/view.jsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited web/view.jsx where 'flush_buffer' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'go vet ./...' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "go vet ./..."}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "lib/parse.py:22: warning near RetryQueue"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RetryQueue"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "lib/parse.py:22:    RetryQueue(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "lib/parse.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'go vet ./...' and fixed lib/parse.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up grpc streaming patterns and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "grpc streaming patterns"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: wiki.postgresql.org/Indexes (covers grpc streaming patterns)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "wiki.postgresql.org/Indexes"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result wiki.postgresql.org/Indexes for grpc streaming patterns.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'RetryQueue' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RetryQueue"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "web/view.jsx:31:    RetryQueue = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "web/view.jsx"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited web/view.jsx where 'RetryQueue' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'make build' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make build"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'make build' failed (exit 1). Hint: run 'make migrate' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make migrate"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'make build' failed, so I ran 'make migrate' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'tox -e py311' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "tox -e py311"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'tox -e py311' failed (exit 1). Hint: run 'make build' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make build"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'tox -e py311' failed, so I ran 'make build' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Find where 'load_config' is defined.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "load_config"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: no matches for 'load_config'. Did you mean 'render_row'?"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "render_row"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "services/cart.py:8:    def render_row(): ..."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "services/cart.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "'load_config' was actually 'render_row', defined in services/cart.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Find where 'compute_total' is defined.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "compute_total"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: no matches for 'compute_total'. Did you mean 'flush_buffer'?"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "flush_buffer"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "services/cart.py:8:    def flush_buffer(): ..."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "services/cart.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "'compute_total' was actually 'flush_buffer', defined in services/cart.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Research kafka consumer groups and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "kafka consumer groups"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. wiki.postgresql.org/Indexes — a solid overview of kafka consumer groups"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "wiki.postgresql.org/Indexes"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on kafka consumer groups is wiki.postgresql.org/Indexes.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'cargo check' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "cargo check"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "services/cart.py:22: warning near flush_buffer"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "flush_buffer"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "services/cart.py:22:    flush_buffer(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "services/cart.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'cargo check' and fixed services/cart.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'npm run compile' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "npm run compile"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "pkg/store.go:22: warning near parse_token"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "parse_token"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "pkg/store.go:22:    parse_token(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "pkg/store.go"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'npm run compile' and fixed pkg/store.go.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up rust async runtimes and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "rust async runtimes"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: kafka.apache.org/intro (covers rust async runtimes)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "kafka.apache.org/intro"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result kafka.apache.org/intro for rust async runtimes.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Research kafka consumer groups and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "kafka consumer groups"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. webassembly.org/specs — a solid overview of kafka consumer groups"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "webassembly.org/specs"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on kafka consumer groups is webassembly.org/specs.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up sqlite wal mode and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "sqlite wal mode"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: docs.rs/tokio (covers sqlite wal mode)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "docs.rs/tokio"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result docs.rs/tokio for sqlite wal mode.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Fix the bug around 'load_config' in cli/main.rs and commit 'split the helper'.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "cli/main.rs"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "def load_config():\n    return None  # looks wrong"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "load_config"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "cli/main.rs:14:    load_config appears here"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "cli/main.rs"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_tests", "arguments": {}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "All tests passed."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "git_commit", "arguments": {"message": "split the helper"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Committed 7c1a2b."}, {"role": "assistant", "content": "Fixed 'load_config' in cli/main.rs and committed 'split the helper'.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'flush_buffer' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "flush_buffer"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "lib/parse.py:31:    flush_buffer = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "lib/parse.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited lib/parse.py where 'flush_buffer' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Find where 'open_session' is defined.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "open_session"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: no matches for 'open_session'. Did you mean 'RetryQueue'?"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RetryQueue"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "api/users.py:8:    def RetryQueue(): ..."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "api/users.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "'open_session' was actually 'RetryQueue', defined in api/users.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'open_session' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "open_session"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "services/cart.py:31:    open_session = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "services/cart.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited services/cart.py where 'open_session' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Fix the bug around 'validate_input' in utils/net.py and commit 'cache the lookup'.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "utils/net.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "def validate_input():\n    return None  # looks wrong"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "validate_input"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "utils/net.py:14:    validate_input appears here"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "utils/net.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_tests", "arguments": {}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "All tests passed."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "git_commit", "arguments": {"message": "cache the lookup"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Committed 7c1a2b."}, {"role": "assistant", "content": "Fixed 'validate_input' in utils/net.py and committed 'cache the lookup'.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Run 'cargo check' and fix whatever it flags.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "cargo check"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "lib/parse.py:22: warning near MAX_RETRIES"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "MAX_RETRIES"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "lib/parse.py:22:    MAX_RETRIES(...)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "lib/parse.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Ran 'cargo check' and fixed lib/parse.py.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'npm run compile' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "npm run compile"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'npm run compile' failed (exit 1). Hint: run 'tox -e py311' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "tox -e py311"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'npm run compile' failed, so I ran 'tox -e py311' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up kafka consumer groups and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "kafka consumer groups"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: grpc.io/docs/guides (covers kafka consumer groups)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "grpc.io/docs/guides"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result grpc.io/docs/guides for kafka consumer groups.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up grpc streaming patterns and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "grpc streaming patterns"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: wiki.postgresql.org/Indexes (covers grpc streaming patterns)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "wiki.postgresql.org/Indexes"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result wiki.postgresql.org/Indexes for grpc streaming patterns.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'yarn lint' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "yarn lint"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'yarn lint' failed (exit 1). Hint: run 'make migrate' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make migrate"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'yarn lint' failed, so I ran 'make migrate' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Research grpc streaming patterns and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "grpc streaming patterns"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. webassembly.org/specs — a solid overview of grpc streaming patterns"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "webassembly.org/specs"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on grpc streaming patterns is webassembly.org/specs.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'validate_input' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "validate_input"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "cli/main.rs:31:    validate_input = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "cli/main.rs"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited cli/main.rs where 'validate_input' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up postgres index types and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "postgres index types"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: wiki.postgresql.org/Indexes (covers postgres index types)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "wiki.postgresql.org/Indexes"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result wiki.postgresql.org/Indexes for postgres index types.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'compute_total' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "compute_total"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "src/server.ts:31:    compute_total = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "src/server.ts"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited src/server.ts where 'compute_total' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Find where 'RetryQueue' is defined.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "RetryQueue"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: no matches for 'RetryQueue'. Did you mean 'MAX_RETRIES'?"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "MAX_RETRIES"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "cli/main.rs:8:    def MAX_RETRIES(): ..."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "read_file", "arguments": {"path": "cli/main.rs"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<file contents>"}, {"role": "assistant", "content": "'RetryQueue' was actually 'MAX_RETRIES', defined in cli/main.rs.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Look up sqlite wal mode and open the top link.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "sqlite wal mode"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Top hit: grpc.io/docs/guides (covers sqlite wal mode)"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "grpc.io/docs/guides"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "Opened the top result grpc.io/docs/guides for sqlite wal mode.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Research wasm component model and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "wasm component model"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. docs.rs/tokio — a solid overview of wasm component model"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "docs.rs/tokio"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on wasm component model is docs.rs/tokio.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Research wasm component model and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "wasm component model"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. grpc.io/docs/guides — a solid overview of wasm component model"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "grpc.io/docs/guides"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on wasm component model is grpc.io/docs/guides.", "tool_calls": [], "tool_response": null}]}
+{"category": "error_recovery", "turns": [{"role": "user", "content": "Run 'yarn lint' to validate the build.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "yarn lint"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "Error: 'yarn lint' failed (exit 1). Hint: run 'make build' first."}, {"role": "assistant", "content": "", "tool_calls": [{"name": "run_command", "arguments": {"command": "make build"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "ok, exit 0."}, {"role": "assistant", "content": "'yarn lint' failed, so I ran 'make build' which succeeded.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'parse_token' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "parse_token"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "src/server.ts:31:    parse_token = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "src/server.ts"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited src/server.ts where 'parse_token' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "chained", "turns": [{"role": "user", "content": "Find 'parse_token' and edit the file it lives in.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "grep_search", "arguments": {"pattern": "parse_token"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "utils/net.py:31:    parse_token = build()"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "edit_file", "arguments": {"path": "utils/net.py"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "edited."}, {"role": "assistant", "content": "Edited utils/net.py where 'parse_token' lives.", "tool_calls": [], "tool_response": null}]}
+{"category": "workflow", "turns": [{"role": "user", "content": "Research rust async runtimes and open the best result.", "tool_calls": [], "tool_response": null}, {"role": "assistant", "content": "", "tool_calls": [{"name": "web_search", "arguments": {"query": "rust async runtimes"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "1. docs.rs/tokio — a solid overview of rust async runtimes"}, {"role": "assistant", "content": "", "tool_calls": [{"name": "open_url", "arguments": {"url": "docs.rs/tokio"}}], "tool_response": null}, {"role": "tool", "content": "", "tool_calls": [], "tool_response": "<page loaded>"}, {"role": "assistant", "content": "The best source on rust async runtimes is docs.rs/tokio.", "tool_calls": [], "tool_response": null}]}

scenarios_single_eval.jsonl ADDED Viewed

	@@ -0,0 +1,31 @@

+{"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": "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": "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": "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": "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"}}]}

scenarios_single_train.jsonl ADDED Viewed

	@@ -0,0 +1,38 @@

+{"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": "I already ran the tests, thanks.", "kind": "text", "category": "abstain", "tool": "", "target": "Great, sounds like you're all set."}
+{"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": "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": "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": "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": "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": "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"}}]}