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fix bug: the condition when use experience deletion
This commit is contained in:
zouying
parent
95b137b935
commit
a3f281f365
9 changed files with 264 additions and 320 deletions
2
.gitignore
vendored
2
.gitignore
vendored
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@ -37,4 +37,4 @@ experiencemaker/cookbook/bfcl/gorilla
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experiencemaker/*.sh
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experiencemaker/file_vector_store
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experiencemaker/*.egg-info
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experiencemaker/library/bfcl_train*.jsonl
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experiencemaker/experiment_library
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@ -563,7 +563,7 @@ class BFCLAgent:
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break
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reward = self.get_reward(run_id, task_index)
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if reward == 1 and not self.use_fixed_experience:
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if reward == 1 and self.use_experience and not self.use_fixed_experience:
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# selectively add experiences when succeed
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self.add_experience([{
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"task_id":task_id,
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250
experiencemaker/cookbook/bfcl/evaluation.ipynb
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250
experiencemaker/cookbook/bfcl/evaluation.ipynb
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File diff suppressed because one or more lines are too long
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@ -237,7 +237,7 @@ if __name__ == "__main__":
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else:
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# 保持原有的行为（向后兼容）
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print("Running in compatibility mode...")
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with open("./exp_result/qwen3-8b/with_think/bfcl-multi-turn-base-val_wo-exp-train50.jsonl", "r") as f:
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with open("exp_result/qwen-max-2025-01-25/no_think/bfcl-multi-turn-base-train50_wo-exp.jsonl", "r") as f:
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data = [json.loads(line) for line in f]
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# 分组
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@ -247,7 +247,7 @@ if __name__ == "__main__":
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results = process_trajectories_with_threads(
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grouped_trajectories,
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"http://localhost:8001",
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"bfcl_train50_extract_compare_validate",
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"bfcl_train50_qwen_max_2025_01_25_extract_compare_validate",
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n_threads=4
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)
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print(f"Processed {len(results)} groups")
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@ -83,22 +83,22 @@ def run_agent(dataset_name: str,
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def main():
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max_workers = 4
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num_runs = 1
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use_experience = True
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use_fixed_experience = True
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use_experience_deletion = False
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num_runs = 8
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use_experience = False
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use_fixed_experience = False
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use_experience_deletion = True
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experience_base_url = "http://0.0.0.0:8003/"
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experience_workspace_id = "bfcl_train50_extract_compare_validate_add"
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experience_workspace_id = "bfcl_train50_extract_compare_validate_add_delete_2"
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if max_workers > 1:
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ray.init(num_cpus=max_workers)
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for run_id in range(num_runs):
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run_agent(
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dataset_name="bfcl-multi-turn-base-val",
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experiment_suffix=f"w-exp-w-add-recall-rewrite-1",
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model_name="qwen3-8b",
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dataset_name="bfcl-multi-turn-base",
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experiment_suffix=f"wo-exp",
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model_name="qwen3-14b",
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max_workers=max_workers,
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num_runs=1,
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data_path="data/multiturn_data_base_val.jsonl",
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data_path="data/multiturn_data_base_train.jsonl",
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answer_path=Path("data/possible_answer"),
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enable_thinking=True,
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use_experience=use_experience,
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@ -61,7 +61,7 @@ def get_possible_k_values(total_runs: int) -> list:
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def run_exp_statistic():
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path: Path = Path(f"./exp_result/qwen3-8b/with_think")
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path: Path = Path(f"./exp_result/qwen-max-latest/no_think")
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# Store results for all experiments
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all_results = {}
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@ -1,102 +0,0 @@
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ae79328cdc7c4fb08c2291c90ecb3493", "experience_type": "text", "when_to_use": "When attempting to start the engine and multiple vehicle preparations are required (e.g., locking doors, engaging parking brakes).", "content": "Ensure all preconditions for a function are met before invoking it. For instance, verify that doors are locked before attempting to start the engine to avoid cascading errors.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "63ccc95f0fcc47c78e3dd8100f358c9c", "experience_type": "text", "when_to_use": "When estimating drive feasibility based on mileage without sufficient contextual data (e.g., fuel level, fuel efficiency).", "content": "Always validate whether the provided tools or functions have access to implicit contextual data (like fuel levels) before relying on their outputs for critical decisions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "110d9c20e6d44cf0b3d52d16f61b62e8", "experience_type": "text", "when_to_use": "When the user requests information about a stock but provides the company name instead of the stock symbol.", "content": "First, use the 'get_symbol_by_name' function to retrieve the stock symbol using the provided company name. Once the symbol is obtained, call 'get_stock_info' with the retrieved symbol to gather detailed stock information, including the current price. This two-step process ensures accurate data retrieval and addresses the user's query comprehensively.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:24", "modified_time": "2025-08-15 17:02:24", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:24", "modified_time": "2025-08-15 17:02:24", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "79698207d57e456d98e1b2fdd161a0b9", "experience_type": "text", "when_to_use": "When the user requests to send a message to another user with specific content.", "content": "Use the 'send_message' function, providing the exact message content and the recipient's user ID as arguments. Ensure the message content matches the user’s request precisely, including any punctuation. After sending, confirm the delivery status and provide feedback to the user, including the message ID for reference.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:24", "modified_time": "2025-08-15 17:02:24", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:24", "modified_time": "2025-08-15 17:02:24", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "066a850cb4be4aa49bef902248b2f29d", "experience_type": "text", "when_to_use": "When the user requires a sequence of actions involving vehicle controls, such as starting the engine or checking car status, and specific preconditions like locking doors or pressing the brake pedal must be met.", "content": "The step pattern involved identifying and addressing preconditions (e.g., locking doors, pressing the brake pedal) before executing the primary action (starting the engine). By systematically resolving each condition based on error feedback, the agent successfully navigated complex interdependencies between vehicle functions. This approach ensures that all prerequisites are handled efficiently before proceeding to the main task.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:17", "modified_time": "2025-08-15 17:02:17", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:17", "modified_time": "2025-08-15 17:02:17", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c8653b94e8a445fd95fa9afe12c8d231", "experience_type": "text", "when_to_use": "When performing unit conversions or calculations (e.g., liters to gallons, average tire pressure), especially when precision is required for user requests.", "content": "The agent effectively utilized conversion and calculation tools to meet user requirements, such as converting 10 liters to gallons with two decimal precision and calculating the average tire pressure. By leveraging appropriate math and conversion APIs, the agent ensured accuracy and alignment with user expectations, enhancing trust in the results.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:17", "modified_time": "2025-08-15 17:02:17", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:17", "modified_time": "2025-08-15 17:02:17", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ad9a40c4e5074f6fbe5a5743218d3f71", "experience_type": "text", "when_to_use": "When determining the market status in real-time and ensuring accurate step-by-step reasoning before making tool calls.", "content": "The higher-scoring approach demonstrated a more methodical breakdown of the problem, explicitly reasoning through the need to first retrieve the current time using get_current_time before calling update_market_status. This ensured clarity in linking each step to the user's query and avoided premature assumptions about the market status. The lower-scoring sequence lacked intermediate reasoning steps, jumping directly into tool calls without sufficient explanation, which reduced transparency and alignment with the user’s expectations.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:20", "modified_time": "2025-08-15 17:02:20", "extra_info": {"author": "", "created_time": "2025-08-15 17:02:20", "modified_time": "2025-08-15 17:02:20", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c54ae3c6d34442e1a5af2435438a918f", "experience_type": "text", "when_to_use": "When managing follow-up actions after analyzing stock performance, such as adding stocks to a watchlist based on specific criteria.", "content": "The higher-scoring approach provided richer context around decision-making, explaining how the stock price met the user-defined condition (price > 300) and explicitly confirming the addition of AMZN to the watchlist. In contrast, the lower-scoring sequence omitted key details like reaffirming why AMZN was added or acknowledging other stocks already in the watchlist (e.g., NVDA). This additional context in the higher-scoring sequence enhanced user trust and understanding of the action taken.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:20", "modified_time": "2025-08-15 17:02:20", "extra_info": {"author": "", "created_time": "2025-08-15 17:02:20", "modified_time": "2025-08-15 17:02:20", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "b9d23410157347c5b8a9d5ba5649f345", "experience_type": "text", "when_to_use": "When identifying the 'most recent' item from a list returned by a tool, especially when the ordering of results is not explicitly stated.", "content": "Assume chronological or reverse-chronological ordering unless documentation specifies otherwise. Validate assumptions with metadata or user clarification when possible.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "1ae58deb0531414b8ed5a795c5d3ec83", "experience_type": "text", "when_to_use": "When handling multi-step processes involving sequential dependencies, such as registration followed by a purchase.", "content": "Ensure that all required parameters from previous steps (e.g., card_id) are correctly captured and used in subsequent actions to avoid mismatches or failed executions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "b70b33f76e3e44259b185ce5eb10cd37", "experience_type": "text", "when_to_use": "When retrieving specific information like invoices, ensure the query aligns with the user's intent.", "content": "Verify that the data returned by a tool matches the expected context (e.g., insurance vs. flight details) before presenting it to the user to prevent confusion and miscommunication.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "2979a12ccb6a4f2cacc550ac4f3b16c0", "experience_type": "text", "when_to_use": "When escalating issues to customer support, ensure clarity and urgency in communication.", "content": "Explicitly mention priority handling in messages to customer support when the user requests expedited attention, and confirm with the user that their issue has been escalated appropriately.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c6bb931b27a74c68a8cabcaa2c3d0ce4", "experience_type": "text", "when_to_use": "When handling function calls with required parameters, especially when an error indicates an unexpected keyword argument.", "content": "Always cross-check the actual API implementation against documented parameters. If a parameter is flagged as unexpected despite being listed as required, consider omitting it or replacing it based on observed behavior during testing.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:06", "modified_time": "2025-08-15 17:03:06", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:06", "modified_time": "2025-08-15 17:03:06", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ae89edc020124ee1b9ed55b818bb7348", "experience_type": "text", "when_to_use": "When performing sequential actions that depend on dynamic outputs (e.g., booking and canceling using a generated ID).", "content": "Ensure that all subsequent actions use the most recent dynamically generated data, such as IDs, from prior steps. Hardcoding or reusing outdated values will lead to mismatches and errors.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:06", "modified_time": "2025-08-15 17:03:06", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:06", "modified_time": "2025-08-15 17:03:06", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "da34305d0bb4493abf392d1bc6efcc34", "experience_type": "text", "when_to_use": "When encountering persistent parameter-related errors in API function calls despite multiple attempts with different variations.", "content": "If repeated errors occur due to unrecognized parameters, verify if there is a mismatch between the documented API specifications and its actual implementation. Escalate to the API provider or consult support for clarification before proceeding further.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:14", "modified_time": "2025-08-15 17:03:14", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:14", "modified_time": "2025-08-15 17:03:14", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "17591f2ea76f4160b97f33366000f0a7", "experience_type": "text", "when_to_use": "When managing multi-step workflows involving interdependent tools and functions.", "content": "The higher-scoring approach efficiently sequenced tool calls by first validating critical inputs (e.g., airport codes via 'get_nearest_airport_by_city') and ensuring accurate data flow between steps. It also utilized intermediate tools like 'get_flight_cost' to refine inputs before invoking 'book_flight'. In contrast, the lower-scoring approach inconsistently handled dependencies, failing to adapt its strategy despite repeated errors. This underscores the importance of modular execution and iterative refinement in complex workflows to enhance both accuracy and efficiency.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:22", "modified_time": "2025-08-15 17:03:22", "extra_info": {"author": "", "created_time": "2025-08-15 17:03:22", "modified_time": "2025-08-15 17:03:22", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7a75b0363add4b0cb893c33e31d5c188", "experience_type": "text", "when_to_use": "When handling multi-step processes requiring user input (e.g., login credentials) that may not be explicitly provided by the user.", "content": "Always verify and request missing essential parameters early in the process to prevent cascading failures in subsequent steps. For instance, if a password is required for login but not provided, prompt the user immediately instead of proceeding with assumptions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8d3384c559ed4df688b91a8161b38cc6", "experience_type": "text", "when_to_use": "When handling multi-step tasks requiring sequential function calls with dependencies between steps.", "content": "The higher-scoring approach demonstrated better planning and execution by consistently ensuring all prerequisites for a given action were met before proceeding. For example, it retrieved the stock symbol using 'get_symbol_by_name' prior to adding it to the watchlist, whereas the lower-scoring approach failed to handle missing order IDs effectively when attempting to retrieve or cancel orders. This attention to logical sequencing minimized errors and ensured smoother task completion.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:19", "modified_time": "2025-08-15 17:03:19", "extra_info": {"author": "", "created_time": "2025-08-15 17:03:19", "modified_time": "2025-08-15 17:03:19", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "d0c816a63f9848ec8702f5d275778021", "experience_type": "text", "when_to_use": "When performing multi-step tasks involving vehicle systems, ensure all preconditions (like locking doors and pressing the brake pedal) are met before attempting actions like starting the engine.", "content": "Always verify system prerequisites in sequential workflows to avoid cascading errors that disrupt task completion.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:58", "modified_time": "2025-08-15 17:03:58", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:58", "modified_time": "2025-08-15 17:03:58", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "4488da4cd1a24827b8947437586bd075", "experience_type": "text", "when_to_use": "When interacting with external APIs such as Twitter for posting or commenting, confirm the exact format and requirements of content to minimize rework or errors.", "content": "Validate outputs against expected formats early in the process to prevent mismatches or additional corrective steps later.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:58", "modified_time": "2025-08-15 17:03:58", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:58", "modified_time": "2025-08-15 17:03:58", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "4083672a0f40427a8b1f155a5edc486a", "experience_type": "text", "when_to_use": "When the user's query implies multiple sequential actions but doesn't explicitly mention intermediate steps.", "content": "Always identify and confirm any missing parameters or prerequisites before proceeding with a tool call that depends on them. If information is implied but not provided, prompt the user for clarification rather than making assumptions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:07", "modified_time": "2025-08-15 17:04:07", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:07", "modified_time": "2025-08-15 17:04:07", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "a0df497df02647faa05d218b8a08fb44", "experience_type": "text", "when_to_use": "When the user requests market status updates without providing specific timing details.", "content": "The assistant first called `get_current_time` to retrieve the current time, then used the result as an input parameter for `update_market_status`. This ensured that the market status was updated accurately based on real-time conditions, avoiding ambiguity and ensuring the correct function call sequence. The dependency between functions was handled effectively by chaining calls in logical order.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:20", "modified_time": "2025-08-15 17:04:20", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:20", "modified_time": "2025-08-15 17:04:20", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "46f2ea910ff8484b996832d7de21c2f6", "experience_type": "text", "when_to_use": "When the task involves multiple sequential actions that depend on specific conditions or prerequisites.", "content": "Always verify prerequisite conditions for each step in a sequence before execution. For instance, ensure that critical vehicle controls (e.g., brake pedal) are correctly engaged prior to starting the engine to prevent cascading failures.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:22", "modified_time": "2025-08-15 17:04:22", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:22", "modified_time": "2025-08-15 17:04:22", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "bf265d2f6fba4728ba818fb483d77c75", "experience_type": "text", "when_to_use": "When handling user inputs or requests involving real-world locations or entities that may not exist or could be ambiguous.", "content": "Validate the existence or correctness of user-provided location names before proceeding with dependent operations, such as distance estimation, to avoid invalid function calls or misleading results.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:22", "modified_time": "2025-08-15 17:04:22", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:22", "modified_time": "2025-08-15 17:04:22", "extra_info": null}}}
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{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "f63f788e27224e3e9b73e07870d0df7f", "experience_type": "text", "when_to_use": "When the user needs to verify their identity before proceeding with a task that requires authentication.", "content": "The sequence started by using the 'verify_traveler_information' function to authenticate the user's details (name, date of birth, passport number). This ensured that subsequent steps were performed on verified information, which is crucial for actions like booking flights or managing financial transactions. The success here was due to correctly formatting the input data and ensuring all required parameters were supplied accurately.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:12", "modified_time": "2025-08-15 17:04:12", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:12", "modified_time": "2025-08-15 17:04:12", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "5ed43a6e37534a5cb46edcf5e0ec2b96", "experience_type": "text", "when_to_use": "When needing to extract and process data from files for mathematical operations like averages or standard deviations.", "content": "The higher-scoring approach effectively utilized the 'cat' function to retrieve file contents and then parsed the scores directly, enabling seamless use of the Math API functions ('mean' and 'standard_deviation'). This eliminated ambiguity around file structure and allowed accurate calculations. In contrast, the lower-scoring approach struggled with extracting and processing the data due to an over-reliance on indirect tools like 'wc' and 'grep', which were insufficient for parsing structured content.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:49", "modified_time": "2025-08-15 17:04:49", "extra_info": {"author": "", "created_time": "2025-08-15 17:04:49", "modified_time": "2025-08-15 17:04:49", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "36422b9a6511469f94c857d0853047aa", "experience_type": "text", "when_to_use": "When the user needs to locate a file with partial information about its name or contents.", "content": "The agent successfully used the 'find' function with a partial name ('student') and the current directory path ('.') to identify files matching the given substring. This approach is effective when the exact filename is unknown but some identifiable keyword (e.g., 'student') is available. The use of a broad search term ensures that all potential matches are captured, allowing the user to confirm the correct file.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:50", "modified_time": "2025-08-15 17:04:50", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:50", "modified_time": "2025-08-15 17:04:50", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e0560cfa63584b2ba730e6e166aa6842", "experience_type": "text", "when_to_use": "When the user needs to compute a value (e.g., distance) but lacks intermediate data (e.g., zipcodes), and tools exist to retrieve the missing data.", "content": "The agent successfully identified that the 'estimate_distance' function required zipcodes, which were not directly provided by the user. It first used the 'get_zipcode_based_on_city' function to retrieve the necessary zipcodes for both cities before calculating the distance. This step pattern of identifying missing prerequisites, retrieving them with appropriate tools, and then proceeding with the main computation is highly effective in scenarios where inputs are incomplete or implicit.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:09", "modified_time": "2025-08-15 17:05:09", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:09", "modified_time": "2025-08-15 17:05:09", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "cef0c2b2e4bf44c1ba1dc2ecc227123a", "experience_type": "text", "when_to_use": "When the user wants to post content on social media with specific tags and later amplify its reach through retweeting.", "content": "The agent efficiently handled the user's request to post a tweet by correctly formatting the content and tags using the 'post_tweet' function. After confirming the tweet was posted, it proceeded to retweet the same content using the 'retweet' function to increase visibility. This sequential use of posting and retweeting ensures maximum engagement and is a reusable pattern for social media interactions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:09", "modified_time": "2025-08-15 17:05:09", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:09", "modified_time": "2025-08-15 17:05:09", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "1d741b20a4384e4facee5d8837386bdc", "experience_type": "text", "when_to_use": "When the user requests information that cannot be directly retrieved using available tools, such as market trends or status.", "content": "If a function to retrieve specific data (e.g., market status) is unavailable, clearly communicate the limitation to the user and propose alternative actions based on accessible data (e.g., inferring market open/closed status from the current time).", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "f42084b8214e40279e2fafb354067ebc", "experience_type": "text", "when_to_use": "When handling support ticket creation for user-reported issues.", "content": "Always validate the response after creating a support ticket, especially if unexpected values like placeholder IDs (e.g., ID '0') are returned, as these could indicate underlying system errors or misconfigurations.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "3f8edca57ced41a8bee91ae523e0f1d3", "experience_type": "text", "when_to_use": "When executing multi-step workflows involving order placement and cancellation.", "content": "Ensure that all steps in a workflow align with the user’s intent, and confirm the final state of critical actions (e.g., cancellation) to avoid ambiguity or unintended outcomes.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "95c5b1bef3f941a0a6db452c5a294bee", "experience_type": "text", "when_to_use": "When a task requires user-provided credentials for API authentication but none are provided.", "content": "Always confirm the availability of required parameters (such as login credentials) before proceeding with dependent tasks. If missing, prompt the user clearly and pause further actions until they are supplied.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:12", "modified_time": "2025-08-15 17:05:12", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:12", "modified_time": "2025-08-15 17:05:12", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "36e076402b4f4da6aed30c9af9c2c91a", "experience_type": "text", "when_to_use": "When executing multi-step sequences involving vehicle systems with interdependent prerequisites (e.g., locking doors before starting the engine).", "content": "Ensure all prerequisite conditions are explicitly checked and fulfilled prior to attempting subsequent steps. Failure to address dependencies can lead to repeated errors and incomplete workflows.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:12", "modified_time": "2025-08-15 17:05:12", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:12", "modified_time": "2025-08-15 17:05:12", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "82de74bfbe704859a7bb9bf5a6691d51", "experience_type": "text", "when_to_use": "When amplifying content on social media platforms after an initial post has been made.", "content": "The agent efficiently used retweet and comment functions to increase the visibility of the user’s original tweet. By leveraging existing platform functionalities, it enhanced engagement while maintaining relevance to the user's intent.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:21", "modified_time": "2025-08-15 17:05:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:21", "modified_time": "2025-08-15 17:05:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "1f1aa1165900467fa0e64cfb171e9173", "experience_type": "text", "when_to_use": "When the user needs to perform a sequence of actions dependent on prior dynamic data retrieval (e.g., obtaining current time before executing a subsequent action).", "content": "The agent first retrieved the current time using 'get_current_time', then used the result as input for 'update_market_status'. This ensured that the market status was updated accurately based on real-time information. The step pattern works because it sequentially handles dependencies, ensuring each required piece of data is obtained before proceeding to the next action.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:43", "modified_time": "2025-08-15 17:05:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:43", "modified_time": "2025-08-15 17:05:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8216a61d4a9d42118876400499cceb4e", "experience_type": "text", "when_to_use": "When placing a trade order after evaluating market conditions.", "content": "The assistant correctly identified the required parameters for the 'place_order' function (order type, symbol, price, amount) and executed it seamlessly. By validating inputs such as ensuring the price is a float and amount an integer, the assistant minimized errors and ensured compliance with API specifications. This approach demonstrates effective parameter handling and clear communication of outcomes.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:43", "modified_time": "2025-08-15 17:05:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:43", "modified_time": "2025-08-15 17:05:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "54f5987424ad44dba869002d957b3f58", "experience_type": "text", "when_to_use": "When the user requests detailed information about a stock, including its symbol and recent market activity.", "content": "The agent first used 'get_symbol_by_name' to retrieve the stock symbol based on the company name. Once the symbol was obtained, it called 'get_stock_info' to gather key metrics like price, volume, and moving averages. This sequential approach ensures accurate and relevant data is provided to the user in a structured manner.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:53", "modified_time": "2025-08-15 17:05:53", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:53", "modified_time": "2025-08-15 17:05:53", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "13ac24f0918f4709bd4a3bfd9a3cb61e", "experience_type": "text", "when_to_use": "When the user seeks an account overview, including balance and linked payment details.", "content": "The agent utilized 'get_account_info' to fetch the user’s account balance and linked card number. It then presented the information in a clear and concise format, redacting sensitive card details for security while ensuring the user had all necessary information.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:53", "modified_time": "2025-08-15 17:05:53", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:53", "modified_time": "2025-08-15 17:05:53", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9e4b46336c064218be2e6e78308f4e06", "experience_type": "text", "when_to_use": "When handling order placement and subsequent cancellation based on user reassessment.", "content": "The assistant demonstrated adaptability by first placing an order using 'place_order', then confirming its status via 'get_order_details'. When the user decided to cancel, the 'cancel_order' function was promptly invoked. This seamless transition between order lifecycle stages (placement → confirmation → cancellation) ensured alignment with the user’s evolving intent while maintaining transparency throughout.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:59", "modified_time": "2025-08-15 17:05:59", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:59", "modified_time": "2025-08-15 17:05:59", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "519cd6f5c2264b0facc87c5797293434", "experience_type": "text", "when_to_use": "When attempting to list files and directories, especially hidden ones, ensure the correct function parameters are used.", "content": "The 'ls' function with the 'a' parameter should reliably show all files and directories. If results seem incomplete, verify current directory context or try alternative functions like 'find'.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:03", "modified_time": "2025-08-15 17:06:03", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:03", "modified_time": "2025-08-15 17:06:03", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c292e3583e1b4710a6b7cb3071a8fe8c", "experience_type": "text", "when_to_use": "When copying or moving files between directories, confirm both source and destination paths are valid and accessible.", "content": "Failure to copy or move files often stems from invalid paths or missing directories. Always verify directory existence using 'ls' or 'find', and navigate appropriately using 'cd' if needed.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:03", "modified_time": "2025-08-15 17:06:03", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:03", "modified_time": "2025-08-15 17:06:03", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "238735561197495890adddbc7a99e838", "experience_type": "text", "when_to_use": "When sending a message to a user after ensuring the sender is logged in.", "content": "The agent first used the 'message_login' function to log in as the sender (USR001) before sending the message to the recipient (USR002). This two-step process ensured the session was authenticated and ready for the message-sending operation. The decision to explicitly log in, even if the login status was not checked beforehand, ensured no assumptions were made about the session state.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:08", "modified_time": "2025-08-15 17:06:08", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:08", "modified_time": "2025-08-15 17:06:08", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7a09384a9f1c4fa99f5c6a822a22bd15", "experience_type": "text", "when_to_use": "When retrieving the last lines of a file to understand its conclusion or summary.", "content": "The agent used the 'tail' function with default parameters to retrieve the last 10 lines of a document ('Q4_summary.doc'). This approach worked effectively because the default behavior aligned with the user's request, providing sufficient context without requiring additional input. The agent's choice to rely on the default parameter demonstrated efficient use of the tool.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:08", "modified_time": "2025-08-15 17:06:08", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:08", "modified_time": "2025-08-15 17:06:08", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "4024c5d9d9684cad96158dcc603ca542", "experience_type": "text", "when_to_use": "When handling multi-step tasks involving file management and directory navigation.", "content": "The higher-scoring approach demonstrated better error handling and adaptability when encountering tool limitations, such as invalid paths or destination errors. By systematically navigating to the correct directory before executing commands like 'mkdir' or 'mv', it avoided repeated errors and ensured smoother task execution. Additionally, it clarified assumptions about directory structures and leveraged tools like 'cd' effectively to align with task requirements.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:58", "modified_time": "2025-08-15 17:05:58", "extra_info": {"author": "", "created_time": "2025-08-15 17:05:58", "modified_time": "2025-08-15 17:05:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7989332664704f85aff47eddcbe73a60", "experience_type": "text", "when_to_use": "When integrating social media actions into a workflow requiring authentication and content posting.", "content": "The higher-scoring approach maintained session consistency by authenticating once and reusing the authenticated session for subsequent actions like posting tweets and commenting. This minimized redundant authentication calls and ensured seamless execution of dependent tasks. In contrast, the lower-scoring sequence repeated steps unnecessarily, leading to inefficiencies and potential confusion.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:58", "modified_time": "2025-08-15 17:05:58", "extra_info": {"author": "", "created_time": "2025-08-15 17:05:58", "modified_time": "2025-08-15 17:05:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "5379887ac97c407eb62dd27ad0094b15", "experience_type": "text", "when_to_use": "When displaying and sorting file contents for review or analysis.", "content": "The agent first used 'cat' to display the file contents, followed by 'sort' to organize the data alphabetically. Even though the content was minimal, this ensured compliance with the request and demonstrated a structured approach to processing file data.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:06", "modified_time": "2025-08-15 17:06:06", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:06", "modified_time": "2025-08-15 17:06:06", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "dd8acfc0f3d0402b891fc279c1d94cbc", "experience_type": "text", "when_to_use": "When a multi-step process involves authentication or login requirements before executing subsequent actions.", "content": "Always verify and handle authentication prerequisites before attempting dependent actions. If an action fails due to lack of authentication, execute the login step first and then retry the intended action.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:27", "modified_time": "2025-08-15 17:06:27", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:27", "modified_time": "2025-08-15 17:06:27", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e69c0dd11e63490ba01b6a5948d97390", "experience_type": "text", "when_to_use": "When interpreting system-defined statuses (e.g., 'healthy_tire_pressure') that may conflict with user expectations or explicit thresholds.", "content": "Cross-check system-reported statuses with user-defined thresholds or expectations. Even if a system indicates a component is functioning correctly, consider user-specified parameters to ensure safety and satisfaction.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:27", "modified_time": "2025-08-15 17:06:27", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:27", "modified_time": "2025-08-15 17:06:27", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "efc02f81110644f0b4e7b676aced12cc", "experience_type": "text", "when_to_use": "When managing multi-step operations involving vehicle control systems, ensure all prerequisites (like locking doors) are addressed before proceeding to dependent actions such as starting the engine.", "content": "Failure often occurs when sequential dependencies in task execution are overlooked. Always confirm that prior conditions are satisfied before advancing to the next step.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:37", "modified_time": "2025-08-15 17:06:37", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:37", "modified_time": "2025-08-15 17:06:37", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "446bc3ccdb4c4320a10dc4c59a8a0f8b", "experience_type": "text", "when_to_use": "When the user needs to start the engine but encounters safety-related prerequisites such as locked doors or pressed brake pedals.", "content": "The agent successfully navigated multiple system constraints by first ensuring all doors were locked and then pressing the brake pedal before attempting to start the engine. This sequential handling of preconditions (door locking followed by brake engagement) ensured compliance with vehicle safety protocols, leading to a successful engine start.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "327a3841ec074199a84275e25660c86f", "experience_type": "text", "when_to_use": "When searching for a specific file in a directory and its subdirectories, but the exact filename is uncertain.", "content": "The sequence involved using the 'find' function multiple times with variations of the target filename (e.g., case adjustments, partial names). This iterative approach helped narrow down potential matches despite initial failures. Eventually, listing directory contents with 'ls -a' revealed the correct file ('test_report.docx'), which was then accessed using 'cat'. This highlights the importance of verifying directory contents when searches fail and being flexible with naming conventions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9b961011ef304514806760d79db23570", "experience_type": "text", "when_to_use": "When dispatching a formatted message to a new contact while maintaining a record of all sent communications.", "content": "The process began by adding the recipient's contact using 'add_contact', followed by retrieving their user ID via 'get_user_id'. The message was then dispatched using 'send_message' in the specified format. Finally, 'view_messages_sent' provided a comprehensive list of all prior communications. This structured workflow ensures no steps are missed and maintains transparency about sent messages.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "a8fc3943d34042d39d731370d6dd0992", "experience_type": "text", "when_to_use": "When handling requests involving multiple sequential operations where intermediate steps might introduce ambiguity.", "content": "Break down complex tasks into smaller, verifiable steps, confirming each action's success before proceeding to the next to prevent cascading errors from unverified assumptions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:50", "modified_time": "2025-08-15 17:06:50", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:50", "modified_time": "2025-08-15 17:06:50", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7598925446444617acf2ecde5b835b21", "experience_type": "text", "when_to_use": "When handling multi-step tasks requiring sequential tool usage, especially where prerequisites must be met before proceeding.", "content": "Always verify and address potential blockers or prerequisites (e.g., locked doors before starting an engine) before initiating a dependent action to avoid unnecessary errors and retries.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:19", "modified_time": "2025-08-15 17:07:19", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:19", "modified_time": "2025-08-15 17:07:19", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e18f65555af041fe9d4d8edef83555fc", "experience_type": "text", "when_to_use": "When the task involves interpreting ambiguous user instructions and executing precise function calls.", "content": "The higher-scoring approach demonstrated a more methodical breakdown of the user's request, resolving ambiguities by systematically listing directory contents and confirming file names before proceeding. This ensured accurate execution of subsequent steps, such as calculating character counts and updating ticket priorities. The lower-scoring approach, while similar in tool usage, failed to fully resolve ambiguities (e.g., misinterpreting 'all text file with test'), leading to incomplete or incorrect assumptions that impacted overall performance.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:27", "modified_time": "2025-08-15 17:07:27", "extra_info": {"author": "", "created_time": "2025-08-15 17:07:27", "modified_time": "2025-08-15 17:07:27", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ddd6bf1bf5e84ccea1bbf9a6e7681adf", "experience_type": "text", "when_to_use": "When performing conditional actions based on intermediate results (e.g., setting priority based on file properties).", "content": "Ensure all relevant conditions are checked comprehensively before making a final decision. For example, verify all specified files in the directory rather than stopping at the first one.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:28", "modified_time": "2025-08-15 17:07:28", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:28", "modified_time": "2025-08-15 17:07:28", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8f38ffc43dc64b31be80cf0550173647", "experience_type": "text", "when_to_use": "When encountering persistent errors despite using the correct function parameters as per documentation.", "content": "If a documented required parameter causes repeated execution failures, verify if there's a mismatch between the API documentation and its actual implementation. Consider testing alternative parameter names or consulting updated resources to resolve discrepancies.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:40", "modified_time": "2025-08-15 17:07:40", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:40", "modified_time": "2025-08-15 17:07:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9c1de1f897aa4d7f8d6e36fb9e361e0f", "experience_type": "text", "when_to_use": "When communicating results back to users after completing tasks.", "content": "Always confirm task completion by summarizing key outcomes in a clear and user-friendly manner. Include relevant identifiers (e.g., message IDs, booking references) for traceability and offer options for next steps.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:40", "modified_time": "2025-08-15 17:07:40", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:40", "modified_time": "2025-08-15 17:07:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ed993a3827dd4b9ab15137d960ba7972", "experience_type": "text", "when_to_use": "When handling multi-step tasks involving user authentication followed by dependent actions like credit card registration and booking.", "content": "The assistant successfully authenticated the user, registered their credit card, retrieved flight cost, and booked a flight. The key was breaking the task into logical sub-steps: first authenticating, then registering the card to retrieve the card_id, calculating the flight cost, and finally proceeding with the booking. This sequential approach ensured all required parameters were available for subsequent steps.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c85a4a2973d4414ea1668abd64a95568", "experience_type": "text", "when_to_use": "When handling multi-step tasks requiring sequential tool calls with dependencies between steps", "content": "The higher-scoring approach demonstrated superior planning and foresight by anticipating potential errors or prerequisites (e.g., locking doors, pressing the brake pedal) before executing critical actions like starting the engine. This proactive identification of dependencies minimized backtracking and ensured smoother execution, leading to a more seamless user experience.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:32", "modified_time": "2025-08-15 17:07:32", "extra_info": {"author": "", "created_time": "2025-08-15 17:07:32", "modified_time": "2025-08-15 17:07:32", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "3e1497eabee44fbba4e83c01eca04a61", "experience_type": "text", "when_to_use": "When interpreting ambiguous user requests involving mathematical computations", "content": "The higher-scoring approach resolved ambiguity in the user’s logarithmic calculation request by carefully analyzing the phrasing and clarifying assumptions about parameters (e.g., distinguishing between 'base' and 'value'). This attention to detail ensured accurate results aligned with the user's intent, whereas the lower-scoring approach misinterpreted the base value, leading to incorrect outputs.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:32", "modified_time": "2025-08-15 17:07:32", "extra_info": {"author": "", "created_time": "2025-08-15 17:07:32", "modified_time": "2025-08-15 17:07:32", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9c19c336d3a64b1c979a074324a7f577", "experience_type": "text", "when_to_use": "When converting between units or working with values dependent on prior calculations (e.g., fuel levels, distances).", "content": "Ensure clarity about the required units at each step of a calculation. Use appropriate conversion tools if needed and confirm intermediate results align with expected formats before proceeding.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "2b2b1d0edb6f4af982a0d2a4bd4b73e5", "experience_type": "text", "when_to_use": "When user input references ambiguous or potentially invalid entities (e.g., city names like 'Rivermist').", "content": "Validate user-provided inputs early in the process by cross-referencing available data sources or functions. If ambiguity persists, seek clarification from the user before proceeding further.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "79b16d0fbb914bf988fbb12c301fd88f", "experience_type": "text", "when_to_use": "When the user needs to estimate costs for a specific travel itinerary and class, and potentially set a budget limit.", "content": "The agent first identified the relevant function (get_flight_cost) to retrieve airfare estimates using provided parameters like departure/arrival airports, date, and class. After obtaining the cost, it seamlessly transitioned to setting a budget limit when requested, utilizing the set_budget_limit function with the access token and budget amount provided by the user. This step pattern ensures both cost estimation and financial planning are handled efficiently in sequence.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:52", "modified_time": "2025-08-15 17:07:52", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:52", "modified_time": "2025-08-15 17:07:52", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "a6edb0c694b2451cbd74c03d1cfeecec", "experience_type": "text", "when_to_use": "When the task involves navigating to a specific directory and identifying files based on alphabetical order or other criteria.", "content": "The agent successfully navigated to the target directory using 'cd', listed its contents with 'ls', identified the alphabetically first file by reasoning over the output, and then used 'tail' to retrieve the last line. This sequence demonstrates effective use of file system tools ('cd', 'ls', 'tail') combined with logical reasoning to meet the user's request accurately.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:11", "modified_time": "2025-08-15 17:08:11", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:11", "modified_time": "2025-08-15 17:08:11", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8bba8238f9ec4154aa92cb5a6f4b71de", "experience_type": "text", "when_to_use": "When needing to create and populate a file with specific content in one step.", "content": "The 'echo' function was effectively used to both create the file and insert specified content in one action. This avoided unnecessary intermediate steps like using 'touch' followed by another command to write content, streamlining the process and ensuring accuracy.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "d20a0848e1684583b245ce8ef2717b9f", "experience_type": "text", "when_to_use": "When resolving a ticket without additional resolution details.", "content": "The 'resolve_ticket' function was called with an empty resolution string, successfully marking the ticket as resolved per user request. This demonstrated effective use of optional parameters to meet specific user requirements while maintaining system integrity.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "4fad007a3d274399bbd9cb7bac996534", "experience_type": "text", "when_to_use": "When querying human-readable disk usage for the current directory.", "content": "The 'du' function was utilized with the 'human_readable' parameter set to True, providing the disk usage in a user-friendly format (e.g., bytes, KB, MB). This approach ensured clarity and alignment with user expectations for readability.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "797b32611fb14206887dad5907e472df", "experience_type": "text", "when_to_use": "When interpreting tool responses such as 'None' or minimal feedback, validate assumptions through follow-up actions or clarifications before concluding success.", "content": "Silent or non-descriptive outputs like 'None' may indicate successful execution but should be cross-checked via secondary methods (e.g., checking file existence with 'cat') to avoid false positives.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:29", "modified_time": "2025-08-15 17:08:29", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:29", "modified_time": "2025-08-15 17:08:29", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8fc03f05d73e4784bffb455fb50d5648", "experience_type": "text", "when_to_use": "When handling multi-step processes requiring user authentication before executing critical functions (e.g., creating tickets, placing orders).", "content": "Always verify if the user is authenticated before attempting to execute actions that require login credentials. If not authenticated, prioritize logging in before proceeding with the intended task.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:23", "modified_time": "2025-08-15 17:08:23", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:23", "modified_time": "2025-08-15 17:08:23", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e21716ec262c43abbb2b87a3e5a89a19", "experience_type": "text", "when_to_use": "When presenting financial or transaction-related data to users.", "content": "The higher-scoring approach provided more precise and well-structured responses when summarizing account balances and trade details. By including clear breakdowns (e.g., total cost calculations) and offering additional options for further actions, it enhanced clarity and user satisfaction compared to the lower-scoring sequence, which lacked such refinements and appeared less polished.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:25", "modified_time": "2025-08-15 17:08:25", "extra_info": {"author": "", "created_time": "2025-08-15 17:08:25", "modified_time": "2025-08-15 17:08:25", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "291610dd83f64c2a9b6318c05b61d476", "experience_type": "text", "when_to_use": "When the user provides ambiguous or conflicting instructions regarding data formatting (e.g., using pipes vs. commas in CSV files).", "content": "Always clarify with the user when there is a potential mismatch between their instructions and standard formats, especially when they mention specific file types like CSV. Proceeding without confirmation may lead to unintended results.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:36", "modified_time": "2025-08-15 17:08:36", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:36", "modified_time": "2025-08-15 17:08:36", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "52b78105c6c04867b31e1c239eb0ef03", "experience_type": "text", "when_to_use": "When calculating statistics on numerical data extracted from text files where field separators may affect word/character counts.", "content": "Ensure that tools like 'wc' correctly interpret delimiters and whitespace when performing metrics calculations; discrepancies in expected vs. actual counts may arise due to unexpected tokenization logic.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:36", "modified_time": "2025-08-15 17:08:36", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:36", "modified_time": "2025-08-15 17:08:36", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "b8aba7cde79340388ce406a475303b3e", "experience_type": "text", "when_to_use": "When the user requests to add a stock to their watchlist and then seeks an updated breakdown of the watchlist contents.", "content": "The agent first called 'add_to_watchlist' with the correct stock symbol (AAPL), followed by 'get_watchlist' to retrieve the complete list. This ensured the requested stock was successfully added before providing the detailed watchlist update, creating a seamless user experience.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:51", "modified_time": "2025-08-15 17:08:51", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:51", "modified_time": "2025-08-15 17:08:51", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7af67b0daf0e451baba5e67b850256fc", "experience_type": "text", "when_to_use": "When determining the current status of an external system (e.g., stock market) before making decisions.", "content": "The agent first retrieved the current time using 'get_current_time', then used that information in 'update_market_status' to determine if the market was open or closed. This two-step approach ensures accurate, real-time decision-making based on dynamic conditions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:05", "modified_time": "2025-08-15 17:09:05", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:05", "modified_time": "2025-08-15 17:09:05", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e2d2affa779045beacc6fd326faced75", "experience_type": "text", "when_to_use": "When updating account funds for future transactions.", "content": "The agent efficiently handled a funding request by calling 'fund_account' with the specified amount. This direct approach avoids unnecessary steps, ensuring quick updates while maintaining clarity about the new balance.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:05", "modified_time": "2025-08-15 17:09:05", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:05", "modified_time": "2025-08-15 17:09:05", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "888b3b323a704f359edfce2707b3f087", "experience_type": "text", "when_to_use": "When executing multi-step actions where dependencies exist between steps (e.g., locking doors before starting the engine).", "content": "Always verify that dependent conditions are fully satisfied in the system's state before proceeding to the next step. Intermediate checks can help detect and resolve discrepancies early.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:11", "modified_time": "2025-08-15 17:09:11", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:11", "modified_time": "2025-08-15 17:09:11", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "09668f27b2c944409cd331ea9fe40c11", "experience_type": "text", "when_to_use": "When a user requests to remove an item from their watchlist or perform similar list management tasks.", "content": "The assistant correctly identified the first stock on the user's watchlist and executed the 'remove_stock_from_watchlist' function with the appropriate symbol. This step pattern demonstrates clear understanding of the request, accurate identification of the relevant item (first stock), and proper use of the tool to execute the action successfully.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:17", "modified_time": "2025-08-15 17:09:17", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:17", "modified_time": "2025-08-15 17:09:17", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "df198a3801044882ad9cc3e351e7aa1f", "experience_type": "text", "when_to_use": "When addressing multi-step user requests involving vehicle operations that depend on sequential preconditions (e.g., locking doors before starting the engine).", "content": "The higher-scoring approach demonstrated a more thorough understanding of dependencies between actions, such as ensuring all conditions like door locks and brake pedal engagement were met before retrying to start the engine. This reflects a proactive handling of potential errors, reducing back-and-forth interactions and improving efficiency.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:28", "modified_time": "2025-08-15 17:09:28", "extra_info": {"author": "", "created_time": "2025-08-15 17:09:28", "modified_time": "2025-08-15 17:09:28", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "242e23e4372645988173dd15981380de", "experience_type": "text", "when_to_use": "When performing unit conversions or calculations as part of a task.", "content": "Double-check all unit conversions and ensure proper rounding, especially when interfacing with systems that require specific precision (e.g., converting liters to gallons for fuel input).", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:30", "modified_time": "2025-08-15 17:09:30", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:30", "modified_time": "2025-08-15 17:09:30", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "5956156a5ba440fbbb68bfd7addad6d0", "experience_type": "text", "when_to_use": "When the user requests an operation that requires a missing dynamic input (e.g., current time, stock symbol) to execute a specific function.", "content": "The assistant first identified that the required parameter for updating the market status (current_time_str) was missing. It then proactively retrieved the necessary information by calling the get_current_time function, ensuring all prerequisites were met before proceeding with the update_market_status function. This two-step reasoning pattern ensures completeness in task execution and avoids premature or incomplete actions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:57", "modified_time": "2025-08-15 17:09:57", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:57", "modified_time": "2025-08-15 17:09:57", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "0c4b76e887154c91a5857de712011400", "experience_type": "text", "when_to_use": "When copying and renaming files across directories, especially when the destination directory's existence is uncertain.", "content": "Always verify the existence of target directories before attempting file operations that depend on them. If tools do not support path-based operations, split tasks into smaller verified steps (e.g., check directory, then proceed).", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:53", "modified_time": "2025-08-15 17:09:53", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:53", "modified_time": "2025-08-15 17:09:53", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "28eed51623134e11ba7f78beb575ea7a", "experience_type": "text", "when_to_use": "When searching for specific patterns in files using case-sensitive tools like 'grep'.", "content": "Always confirm the exact case and spelling of search terms when using pattern-matching tools. If no matches are found, consider checking for alternate cases or verifying the file's contents to ensure the term exists as expected.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:00", "modified_time": "2025-08-15 17:10:00", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:00", "modified_time": "2025-08-15 17:10:00", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "d3880202d0d3490fa9a7a3a64a11b6e9", "experience_type": "text", "when_to_use": "When the user requests to buy stocks at the current market price but the trading system requires an explicit price for order placement.", "content": "The agent first used 'get_stock_info' to retrieve the latest stock price and then utilized this information in the 'place_order' function. This two-step sequence ensures compliance with system requirements while meeting the user's intent of buying at the current market rate. The approach is effective because it dynamically adapts to real-time data, ensuring accuracy and alignment with the user's request.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:57", "modified_time": "2025-08-15 17:09:57", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:57", "modified_time": "2025-08-15 17:09:57", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8c09fee696f64bd2946713e0fa0d9a6a", "experience_type": "text", "when_to_use": "When a user requests immediate status updates or actions on a process involving asynchronous or pending states (e.g., order status).", "content": "Provide clear communication about the current state of the process and set accurate expectations regarding potential delays or intermediate states such as 'Pending' or 'Open'. Avoid implying completion unless explicitly confirmed by the system.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:59", "modified_time": "2025-08-15 17:09:59", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:59", "modified_time": "2025-08-15 17:09:59", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8c902f077e3145e39852e018a065f162", "experience_type": "text", "when_to_use": "When the user requests to modify their watchlist (add or remove stocks).", "content": "The assistant successfully identified the relevant function (get_watchlist, remove_stock_from_watchlist) based on the user query and executed it with appropriate parameters. Confirming the action's success with a clear, friendly response enhanced user satisfaction.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:21", "modified_time": "2025-08-15 17:10:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:21", "modified_time": "2025-08-15 17:10:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "fb4b5365f9814245854b1c15c2cea464", "experience_type": "text", "when_to_use": "When the user asks for details of a specific or most recent order.", "content": "By leveraging conversation history to infer the most recent order_id, the assistant called get_order_details effectively. Providing structured and clear feedback ensured transparency and improved the user’s understanding of their order status.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:21", "modified_time": "2025-08-15 17:10:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:21", "modified_time": "2025-08-15 17:10:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "529e7e4f7cba439d86ed13100447ad7a", "experience_type": "text", "when_to_use": "When the user refers to an entity (e.g., booking ID, insurance ID) but doesn't explicitly provide it, and system calls fail due to missing or incorrect identifiers.", "content": "Always verify and confirm critical parameters like IDs with the user before making system calls. If the parameter is ambiguous or missing, prompt for clarification rather than assuming placeholders.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:42", "modified_time": "2025-08-15 17:10:42", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:42", "modified_time": "2025-08-15 17:10:42", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "3c40ae10e49e4967acdd0d269a4d9095", "experience_type": "text", "when_to_use": "When handling file operations that involve both moving and renaming, especially with directory constraints.", "content": "Understand the limitations of tools when performing multi-step operations like moving and renaming files. If a tool cannot handle paths in its parameters, split the task into discrete steps: first rename, then move.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9f19e75d95784281b078c061e2587804", "experience_type": "text", "when_to_use": "When interacting with systems requiring precise identifiers (e.g., ticket IDs) for data retrieval or updates.", "content": "Validate identifier inputs early in the process and confirm their existence before proceeding with dependent actions. This minimizes wasted steps and ensures smoother execution.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "363add6b35754f12879e44854af75ae7", "experience_type": "text", "when_to_use": "When attempting to access or manipulate files in subdirectories without explicit path support in the toolset.", "content": "Always confirm the current working directory and ensure all required files are present in that directory before executing file operations. If files are located in different directories, navigate to the correct directory first or move/copy files as needed.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:38", "modified_time": "2025-08-15 17:10:38", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:38", "modified_time": "2025-08-15 17:10:38", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "6687a77b2cb54fb7a6a020a130b815d1", "experience_type": "text", "when_to_use": "When performing multi-step tasks requiring authentication followed by action (e.g., posting on social media).", "content": "The higher-scoring sequence efficiently handled dependent actions by first authenticating the user and then proceeding with the intended task without interruption. This sequential logic minimized redundant tool calls and ensured all prerequisites were met before executing the main operation, resulting in a streamlined workflow and improved overall task completion rate.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": {"author": "", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9c95a46b5a4e4a2ba0c9f787cb576009", "experience_type": "text", "when_to_use": "When handling multi-step user requests that require sequential tool calls.", "content": "Ensure that intermediate results from tools are evaluated against the user's specific conditions before proceeding to subsequent actions. Failure to properly assess whether a condition is met (e.g., tire pressure threshold) can lead to incorrect recommendations or missed steps.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:06", "modified_time": "2025-08-15 17:11:06", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:06", "modified_time": "2025-08-15 17:11:06", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "078da71a04e446438e8f65eef902c985", "experience_type": "text", "when_to_use": "When integrating optional parameters such as tags or mentions in API calls for social media posting.", "content": "Explicitly validate and structure optional parameters (like tags) according to API requirements, ensuring correct formatting and inclusion even when not strictly required.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:58", "modified_time": "2025-08-15 17:10:58", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:58", "modified_time": "2025-08-15 17:10:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "5bd9b8eeda3643419bbc9668e0fcf72c", "experience_type": "text", "when_to_use": "When handling file operations where the file location or existence is ambiguous.", "content": "Always verify the existence and correct path of a file before performing operations on it, especially when the user's request implies uncertainty about its location ('somewhere inside the file system').", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:22", "modified_time": "2025-08-15 17:11:22", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:22", "modified_time": "2025-08-15 17:11:22", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "2b4a68df3c4f4ad09de20b7da750b8aa", "experience_type": "text", "when_to_use": "When numeric data extracted from files needs further processing (e.g., calculating mean).", "content": "Ensure that data read from files is correctly parsed into the appropriate format (e.g., converting strings to numbers) before passing it to mathematical functions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:22", "modified_time": "2025-08-15 17:11:22", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:22", "modified_time": "2025-08-15 17:11:22", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "473c2a938d7d45748acd5ebb1dd42127", "experience_type": "text", "when_to_use": "When handling multi-step user requests involving financial transactions, such as placing orders or managing balances.", "content": "Always validate whether sufficient funds or resources are available before attempting to execute a transaction. If constraints prevent execution, explicitly inform the user and provide alternative actions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:21", "modified_time": "2025-08-15 17:11:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:21", "modified_time": "2025-08-15 17:11:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "f65a12b21ea7499c89be51076540e9c1", "experience_type": "text", "when_to_use": "When handling complex multi-step tasks requiring sequential tool calls with potential parameter mismatches or errors.", "content": "The higher-scoring approach demonstrated superior error handling and adaptability by systematically validating tool parameters against documentation, experimenting with alternative inputs (e.g., replacing 'travel_cost' with 'cost'), and omitting problematic parameters only after confirming their redundancy. This method avoided premature assumptions and ensured smoother task progression despite API inconsistencies.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:20", "modified_time": "2025-08-15 17:11:20", "extra_info": {"author": "", "created_time": "2025-08-15 17:11:20", "modified_time": "2025-08-15 17:11:20", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "df18ad54214a43658d7ee9a26b450072", "experience_type": "text", "when_to_use": "When compiling and presenting comprehensive summaries of communications or actions taken during a workflow.", "content": "The higher-scoring approach meticulously tracked all interactions, explicitly linked messages to specific contexts (e.g., flight issue), and clarified ambiguities in sender IDs or message relevance. This level of detail-oriented reporting enhanced clarity and alignment with user expectations, whereas the lower-scoring approach included unrelated data without sufficient filtering or contextualization.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:20", "modified_time": "2025-08-15 17:11:20", "extra_info": {"author": "", "created_time": "2025-08-15 17:11:20", "modified_time": "2025-08-15 17:11:20", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "2b7c3cda426648d7adfc998c6cb5adf6", "experience_type": "text", "when_to_use": "When handling requests that involve capacity-based systems (e.g., fuel tanks, batteries), ensure the system doesn't exceed its maximum limit.", "content": "Always verify current levels before attempting to fill or charge a system to avoid exceeding capacity errors. If no direct tool exists to check current levels, inform the user of potential limitations and guide them on how to proceed safely.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:52", "modified_time": "2025-08-15 17:11:52", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:52", "modified_time": "2025-08-15 17:11:52", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "09d879a3d14043738a714acdbfad9dc1", "experience_type": "text", "when_to_use": "When the user requests social media updates following successful completion of preparatory tasks.", "content": "After completing all preparatory steps for the road trip, the assistant seamlessly transitioned to posting a celebratory tweet. This not only fulfilled the user’s request but also added a personal touch to conclude the interaction positively. The use of relevant hashtags enhanced visibility and engagement on social media.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:53", "modified_time": "2025-08-15 17:11:53", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:53", "modified_time": "2025-08-15 17:11:53", "extra_info": null}}}
|
||||
|
|
@ -1,102 +0,0 @@
|
|||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ae79328cdc7c4fb08c2291c90ecb3493", "experience_type": "text", "when_to_use": "When attempting to start the engine and multiple vehicle preparations are required (e.g., locking doors, engaging parking brakes).", "content": "Ensure all preconditions for a function are met before invoking it. For instance, verify that doors are locked before attempting to start the engine to avoid cascading errors.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "63ccc95f0fcc47c78e3dd8100f358c9c", "experience_type": "text", "when_to_use": "When estimating drive feasibility based on mileage without sufficient contextual data (e.g., fuel level, fuel efficiency).", "content": "Always validate whether the provided tools or functions have access to implicit contextual data (like fuel levels) before relying on their outputs for critical decisions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "110d9c20e6d44cf0b3d52d16f61b62e8", "experience_type": "text", "when_to_use": "When the user requests information about a stock but provides the company name instead of the stock symbol.", "content": "First, use the 'get_symbol_by_name' function to retrieve the stock symbol using the provided company name. Once the symbol is obtained, call 'get_stock_info' with the retrieved symbol to gather detailed stock information, including the current price. This two-step process ensures accurate data retrieval and addresses the user's query comprehensively.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:24", "modified_time": "2025-08-15 17:02:24", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:24", "modified_time": "2025-08-15 17:02:24", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "79698207d57e456d98e1b2fdd161a0b9", "experience_type": "text", "when_to_use": "When the user requests to send a message to another user with specific content.", "content": "Use the 'send_message' function, providing the exact message content and the recipient's user ID as arguments. Ensure the message content matches the user’s request precisely, including any punctuation. After sending, confirm the delivery status and provide feedback to the user, including the message ID for reference.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:24", "modified_time": "2025-08-15 17:02:24", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:24", "modified_time": "2025-08-15 17:02:24", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "066a850cb4be4aa49bef902248b2f29d", "experience_type": "text", "when_to_use": "When the user requires a sequence of actions involving vehicle controls, such as starting the engine or checking car status, and specific preconditions like locking doors or pressing the brake pedal must be met.", "content": "The step pattern involved identifying and addressing preconditions (e.g., locking doors, pressing the brake pedal) before executing the primary action (starting the engine). By systematically resolving each condition based on error feedback, the agent successfully navigated complex interdependencies between vehicle functions. This approach ensures that all prerequisites are handled efficiently before proceeding to the main task.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:17", "modified_time": "2025-08-15 17:02:17", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:17", "modified_time": "2025-08-15 17:02:17", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c8653b94e8a445fd95fa9afe12c8d231", "experience_type": "text", "when_to_use": "When performing unit conversions or calculations (e.g., liters to gallons, average tire pressure), especially when precision is required for user requests.", "content": "The agent effectively utilized conversion and calculation tools to meet user requirements, such as converting 10 liters to gallons with two decimal precision and calculating the average tire pressure. By leveraging appropriate math and conversion APIs, the agent ensured accuracy and alignment with user expectations, enhancing trust in the results.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:17", "modified_time": "2025-08-15 17:02:17", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:17", "modified_time": "2025-08-15 17:02:17", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ad9a40c4e5074f6fbe5a5743218d3f71", "experience_type": "text", "when_to_use": "When determining the market status in real-time and ensuring accurate step-by-step reasoning before making tool calls.", "content": "The higher-scoring approach demonstrated a more methodical breakdown of the problem, explicitly reasoning through the need to first retrieve the current time using get_current_time before calling update_market_status. This ensured clarity in linking each step to the user's query and avoided premature assumptions about the market status. The lower-scoring sequence lacked intermediate reasoning steps, jumping directly into tool calls without sufficient explanation, which reduced transparency and alignment with the user’s expectations.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:20", "modified_time": "2025-08-15 17:02:20", "extra_info": {"author": "", "created_time": "2025-08-15 17:02:20", "modified_time": "2025-08-15 17:02:20", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c54ae3c6d34442e1a5af2435438a918f", "experience_type": "text", "when_to_use": "When managing follow-up actions after analyzing stock performance, such as adding stocks to a watchlist based on specific criteria.", "content": "The higher-scoring approach provided richer context around decision-making, explaining how the stock price met the user-defined condition (price > 300) and explicitly confirming the addition of AMZN to the watchlist. In contrast, the lower-scoring sequence omitted key details like reaffirming why AMZN was added or acknowledging other stocks already in the watchlist (e.g., NVDA). This additional context in the higher-scoring sequence enhanced user trust and understanding of the action taken.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:20", "modified_time": "2025-08-15 17:02:20", "extra_info": {"author": "", "created_time": "2025-08-15 17:02:20", "modified_time": "2025-08-15 17:02:20", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "b9d23410157347c5b8a9d5ba5649f345", "experience_type": "text", "when_to_use": "When identifying the 'most recent' item from a list returned by a tool, especially when the ordering of results is not explicitly stated.", "content": "Assume chronological or reverse-chronological ordering unless documentation specifies otherwise. Validate assumptions with metadata or user clarification when possible.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "1ae58deb0531414b8ed5a795c5d3ec83", "experience_type": "text", "when_to_use": "When handling multi-step processes involving sequential dependencies, such as registration followed by a purchase.", "content": "Ensure that all required parameters from previous steps (e.g., card_id) are correctly captured and used in subsequent actions to avoid mismatches or failed executions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "b70b33f76e3e44259b185ce5eb10cd37", "experience_type": "text", "when_to_use": "When retrieving specific information like invoices, ensure the query aligns with the user's intent.", "content": "Verify that the data returned by a tool matches the expected context (e.g., insurance vs. flight details) before presenting it to the user to prevent confusion and miscommunication.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "2979a12ccb6a4f2cacc550ac4f3b16c0", "experience_type": "text", "when_to_use": "When escalating issues to customer support, ensure clarity and urgency in communication.", "content": "Explicitly mention priority handling in messages to customer support when the user requests expedited attention, and confirm with the user that their issue has been escalated appropriately.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c6bb931b27a74c68a8cabcaa2c3d0ce4", "experience_type": "text", "when_to_use": "When handling function calls with required parameters, especially when an error indicates an unexpected keyword argument.", "content": "Always cross-check the actual API implementation against documented parameters. If a parameter is flagged as unexpected despite being listed as required, consider omitting it or replacing it based on observed behavior during testing.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:06", "modified_time": "2025-08-15 17:03:06", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:06", "modified_time": "2025-08-15 17:03:06", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ae89edc020124ee1b9ed55b818bb7348", "experience_type": "text", "when_to_use": "When performing sequential actions that depend on dynamic outputs (e.g., booking and canceling using a generated ID).", "content": "Ensure that all subsequent actions use the most recent dynamically generated data, such as IDs, from prior steps. Hardcoding or reusing outdated values will lead to mismatches and errors.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:06", "modified_time": "2025-08-15 17:03:06", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:06", "modified_time": "2025-08-15 17:03:06", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "da34305d0bb4493abf392d1bc6efcc34", "experience_type": "text", "when_to_use": "When encountering persistent parameter-related errors in API function calls despite multiple attempts with different variations.", "content": "If repeated errors occur due to unrecognized parameters, verify if there is a mismatch between the documented API specifications and its actual implementation. Escalate to the API provider or consult support for clarification before proceeding further.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:14", "modified_time": "2025-08-15 17:03:14", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:14", "modified_time": "2025-08-15 17:03:14", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "17591f2ea76f4160b97f33366000f0a7", "experience_type": "text", "when_to_use": "When managing multi-step workflows involving interdependent tools and functions.", "content": "The higher-scoring approach efficiently sequenced tool calls by first validating critical inputs (e.g., airport codes via 'get_nearest_airport_by_city') and ensuring accurate data flow between steps. It also utilized intermediate tools like 'get_flight_cost' to refine inputs before invoking 'book_flight'. In contrast, the lower-scoring approach inconsistently handled dependencies, failing to adapt its strategy despite repeated errors. This underscores the importance of modular execution and iterative refinement in complex workflows to enhance both accuracy and efficiency.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:22", "modified_time": "2025-08-15 17:03:22", "extra_info": {"author": "", "created_time": "2025-08-15 17:03:22", "modified_time": "2025-08-15 17:03:22", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7a75b0363add4b0cb893c33e31d5c188", "experience_type": "text", "when_to_use": "When handling multi-step processes requiring user input (e.g., login credentials) that may not be explicitly provided by the user.", "content": "Always verify and request missing essential parameters early in the process to prevent cascading failures in subsequent steps. For instance, if a password is required for login but not provided, prompt the user immediately instead of proceeding with assumptions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8d3384c559ed4df688b91a8161b38cc6", "experience_type": "text", "when_to_use": "When handling multi-step tasks requiring sequential function calls with dependencies between steps.", "content": "The higher-scoring approach demonstrated better planning and execution by consistently ensuring all prerequisites for a given action were met before proceeding. For example, it retrieved the stock symbol using 'get_symbol_by_name' prior to adding it to the watchlist, whereas the lower-scoring approach failed to handle missing order IDs effectively when attempting to retrieve or cancel orders. This attention to logical sequencing minimized errors and ensured smoother task completion.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:19", "modified_time": "2025-08-15 17:03:19", "extra_info": {"author": "", "created_time": "2025-08-15 17:03:19", "modified_time": "2025-08-15 17:03:19", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "d0c816a63f9848ec8702f5d275778021", "experience_type": "text", "when_to_use": "When performing multi-step tasks involving vehicle systems, ensure all preconditions (like locking doors and pressing the brake pedal) are met before attempting actions like starting the engine.", "content": "Always verify system prerequisites in sequential workflows to avoid cascading errors that disrupt task completion.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:58", "modified_time": "2025-08-15 17:03:58", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:58", "modified_time": "2025-08-15 17:03:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "4488da4cd1a24827b8947437586bd075", "experience_type": "text", "when_to_use": "When interacting with external APIs such as Twitter for posting or commenting, confirm the exact format and requirements of content to minimize rework or errors.", "content": "Validate outputs against expected formats early in the process to prevent mismatches or additional corrective steps later.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:58", "modified_time": "2025-08-15 17:03:58", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:58", "modified_time": "2025-08-15 17:03:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "4083672a0f40427a8b1f155a5edc486a", "experience_type": "text", "when_to_use": "When the user's query implies multiple sequential actions but doesn't explicitly mention intermediate steps.", "content": "Always identify and confirm any missing parameters or prerequisites before proceeding with a tool call that depends on them. If information is implied but not provided, prompt the user for clarification rather than making assumptions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:07", "modified_time": "2025-08-15 17:04:07", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:07", "modified_time": "2025-08-15 17:04:07", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "a0df497df02647faa05d218b8a08fb44", "experience_type": "text", "when_to_use": "When the user requests market status updates without providing specific timing details.", "content": "The assistant first called `get_current_time` to retrieve the current time, then used the result as an input parameter for `update_market_status`. This ensured that the market status was updated accurately based on real-time conditions, avoiding ambiguity and ensuring the correct function call sequence. The dependency between functions was handled effectively by chaining calls in logical order.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:20", "modified_time": "2025-08-15 17:04:20", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:20", "modified_time": "2025-08-15 17:04:20", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "46f2ea910ff8484b996832d7de21c2f6", "experience_type": "text", "when_to_use": "When the task involves multiple sequential actions that depend on specific conditions or prerequisites.", "content": "Always verify prerequisite conditions for each step in a sequence before execution. For instance, ensure that critical vehicle controls (e.g., brake pedal) are correctly engaged prior to starting the engine to prevent cascading failures.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:22", "modified_time": "2025-08-15 17:04:22", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:22", "modified_time": "2025-08-15 17:04:22", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "bf265d2f6fba4728ba818fb483d77c75", "experience_type": "text", "when_to_use": "When handling user inputs or requests involving real-world locations or entities that may not exist or could be ambiguous.", "content": "Validate the existence or correctness of user-provided location names before proceeding with dependent operations, such as distance estimation, to avoid invalid function calls or misleading results.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:22", "modified_time": "2025-08-15 17:04:22", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:22", "modified_time": "2025-08-15 17:04:22", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "f63f788e27224e3e9b73e07870d0df7f", "experience_type": "text", "when_to_use": "When the user needs to verify their identity before proceeding with a task that requires authentication.", "content": "The sequence started by using the 'verify_traveler_information' function to authenticate the user's details (name, date of birth, passport number). This ensured that subsequent steps were performed on verified information, which is crucial for actions like booking flights or managing financial transactions. The success here was due to correctly formatting the input data and ensuring all required parameters were supplied accurately.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:12", "modified_time": "2025-08-15 17:04:12", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:12", "modified_time": "2025-08-15 17:04:12", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "5ed43a6e37534a5cb46edcf5e0ec2b96", "experience_type": "text", "when_to_use": "When needing to extract and process data from files for mathematical operations like averages or standard deviations.", "content": "The higher-scoring approach effectively utilized the 'cat' function to retrieve file contents and then parsed the scores directly, enabling seamless use of the Math API functions ('mean' and 'standard_deviation'). This eliminated ambiguity around file structure and allowed accurate calculations. In contrast, the lower-scoring approach struggled with extracting and processing the data due to an over-reliance on indirect tools like 'wc' and 'grep', which were insufficient for parsing structured content.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:49", "modified_time": "2025-08-15 17:04:49", "extra_info": {"author": "", "created_time": "2025-08-15 17:04:49", "modified_time": "2025-08-15 17:04:49", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "36422b9a6511469f94c857d0853047aa", "experience_type": "text", "when_to_use": "When the user needs to locate a file with partial information about its name or contents.", "content": "The agent successfully used the 'find' function with a partial name ('student') and the current directory path ('.') to identify files matching the given substring. This approach is effective when the exact filename is unknown but some identifiable keyword (e.g., 'student') is available. The use of a broad search term ensures that all potential matches are captured, allowing the user to confirm the correct file.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:50", "modified_time": "2025-08-15 17:04:50", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:50", "modified_time": "2025-08-15 17:04:50", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e0560cfa63584b2ba730e6e166aa6842", "experience_type": "text", "when_to_use": "When the user needs to compute a value (e.g., distance) but lacks intermediate data (e.g., zipcodes), and tools exist to retrieve the missing data.", "content": "The agent successfully identified that the 'estimate_distance' function required zipcodes, which were not directly provided by the user. It first used the 'get_zipcode_based_on_city' function to retrieve the necessary zipcodes for both cities before calculating the distance. This step pattern of identifying missing prerequisites, retrieving them with appropriate tools, and then proceeding with the main computation is highly effective in scenarios where inputs are incomplete or implicit.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:09", "modified_time": "2025-08-15 17:05:09", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:09", "modified_time": "2025-08-15 17:05:09", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "cef0c2b2e4bf44c1ba1dc2ecc227123a", "experience_type": "text", "when_to_use": "When the user wants to post content on social media with specific tags and later amplify its reach through retweeting.", "content": "The agent efficiently handled the user's request to post a tweet by correctly formatting the content and tags using the 'post_tweet' function. After confirming the tweet was posted, it proceeded to retweet the same content using the 'retweet' function to increase visibility. This sequential use of posting and retweeting ensures maximum engagement and is a reusable pattern for social media interactions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:09", "modified_time": "2025-08-15 17:05:09", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:09", "modified_time": "2025-08-15 17:05:09", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "1d741b20a4384e4facee5d8837386bdc", "experience_type": "text", "when_to_use": "When the user requests information that cannot be directly retrieved using available tools, such as market trends or status.", "content": "If a function to retrieve specific data (e.g., market status) is unavailable, clearly communicate the limitation to the user and propose alternative actions based on accessible data (e.g., inferring market open/closed status from the current time).", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "f42084b8214e40279e2fafb354067ebc", "experience_type": "text", "when_to_use": "When handling support ticket creation for user-reported issues.", "content": "Always validate the response after creating a support ticket, especially if unexpected values like placeholder IDs (e.g., ID '0') are returned, as these could indicate underlying system errors or misconfigurations.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "3f8edca57ced41a8bee91ae523e0f1d3", "experience_type": "text", "when_to_use": "When executing multi-step workflows involving order placement and cancellation.", "content": "Ensure that all steps in a workflow align with the user’s intent, and confirm the final state of critical actions (e.g., cancellation) to avoid ambiguity or unintended outcomes.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "95c5b1bef3f941a0a6db452c5a294bee", "experience_type": "text", "when_to_use": "When a task requires user-provided credentials for API authentication but none are provided.", "content": "Always confirm the availability of required parameters (such as login credentials) before proceeding with dependent tasks. If missing, prompt the user clearly and pause further actions until they are supplied.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:12", "modified_time": "2025-08-15 17:05:12", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:12", "modified_time": "2025-08-15 17:05:12", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "36e076402b4f4da6aed30c9af9c2c91a", "experience_type": "text", "when_to_use": "When executing multi-step sequences involving vehicle systems with interdependent prerequisites (e.g., locking doors before starting the engine).", "content": "Ensure all prerequisite conditions are explicitly checked and fulfilled prior to attempting subsequent steps. Failure to address dependencies can lead to repeated errors and incomplete workflows.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:12", "modified_time": "2025-08-15 17:05:12", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:12", "modified_time": "2025-08-15 17:05:12", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "82de74bfbe704859a7bb9bf5a6691d51", "experience_type": "text", "when_to_use": "When amplifying content on social media platforms after an initial post has been made.", "content": "The agent efficiently used retweet and comment functions to increase the visibility of the user’s original tweet. By leveraging existing platform functionalities, it enhanced engagement while maintaining relevance to the user's intent.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:21", "modified_time": "2025-08-15 17:05:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:21", "modified_time": "2025-08-15 17:05:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "1f1aa1165900467fa0e64cfb171e9173", "experience_type": "text", "when_to_use": "When the user needs to perform a sequence of actions dependent on prior dynamic data retrieval (e.g., obtaining current time before executing a subsequent action).", "content": "The agent first retrieved the current time using 'get_current_time', then used the result as input for 'update_market_status'. This ensured that the market status was updated accurately based on real-time information. The step pattern works because it sequentially handles dependencies, ensuring each required piece of data is obtained before proceeding to the next action.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:43", "modified_time": "2025-08-15 17:05:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:43", "modified_time": "2025-08-15 17:05:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8216a61d4a9d42118876400499cceb4e", "experience_type": "text", "when_to_use": "When placing a trade order after evaluating market conditions.", "content": "The assistant correctly identified the required parameters for the 'place_order' function (order type, symbol, price, amount) and executed it seamlessly. By validating inputs such as ensuring the price is a float and amount an integer, the assistant minimized errors and ensured compliance with API specifications. This approach demonstrates effective parameter handling and clear communication of outcomes.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:43", "modified_time": "2025-08-15 17:05:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:43", "modified_time": "2025-08-15 17:05:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "54f5987424ad44dba869002d957b3f58", "experience_type": "text", "when_to_use": "When the user requests detailed information about a stock, including its symbol and recent market activity.", "content": "The agent first used 'get_symbol_by_name' to retrieve the stock symbol based on the company name. Once the symbol was obtained, it called 'get_stock_info' to gather key metrics like price, volume, and moving averages. This sequential approach ensures accurate and relevant data is provided to the user in a structured manner.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:53", "modified_time": "2025-08-15 17:05:53", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:53", "modified_time": "2025-08-15 17:05:53", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "13ac24f0918f4709bd4a3bfd9a3cb61e", "experience_type": "text", "when_to_use": "When the user seeks an account overview, including balance and linked payment details.", "content": "The agent utilized 'get_account_info' to fetch the user’s account balance and linked card number. It then presented the information in a clear and concise format, redacting sensitive card details for security while ensuring the user had all necessary information.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:53", "modified_time": "2025-08-15 17:05:53", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:53", "modified_time": "2025-08-15 17:05:53", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9e4b46336c064218be2e6e78308f4e06", "experience_type": "text", "when_to_use": "When handling order placement and subsequent cancellation based on user reassessment.", "content": "The assistant demonstrated adaptability by first placing an order using 'place_order', then confirming its status via 'get_order_details'. When the user decided to cancel, the 'cancel_order' function was promptly invoked. This seamless transition between order lifecycle stages (placement → confirmation → cancellation) ensured alignment with the user’s evolving intent while maintaining transparency throughout.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:59", "modified_time": "2025-08-15 17:05:59", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:59", "modified_time": "2025-08-15 17:05:59", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "519cd6f5c2264b0facc87c5797293434", "experience_type": "text", "when_to_use": "When attempting to list files and directories, especially hidden ones, ensure the correct function parameters are used.", "content": "The 'ls' function with the 'a' parameter should reliably show all files and directories. If results seem incomplete, verify current directory context or try alternative functions like 'find'.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:03", "modified_time": "2025-08-15 17:06:03", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:03", "modified_time": "2025-08-15 17:06:03", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c292e3583e1b4710a6b7cb3071a8fe8c", "experience_type": "text", "when_to_use": "When copying or moving files between directories, confirm both source and destination paths are valid and accessible.", "content": "Failure to copy or move files often stems from invalid paths or missing directories. Always verify directory existence using 'ls' or 'find', and navigate appropriately using 'cd' if needed.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:03", "modified_time": "2025-08-15 17:06:03", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:03", "modified_time": "2025-08-15 17:06:03", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "238735561197495890adddbc7a99e838", "experience_type": "text", "when_to_use": "When sending a message to a user after ensuring the sender is logged in.", "content": "The agent first used the 'message_login' function to log in as the sender (USR001) before sending the message to the recipient (USR002). This two-step process ensured the session was authenticated and ready for the message-sending operation. The decision to explicitly log in, even if the login status was not checked beforehand, ensured no assumptions were made about the session state.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:08", "modified_time": "2025-08-15 17:06:08", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:08", "modified_time": "2025-08-15 17:06:08", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7a09384a9f1c4fa99f5c6a822a22bd15", "experience_type": "text", "when_to_use": "When retrieving the last lines of a file to understand its conclusion or summary.", "content": "The agent used the 'tail' function with default parameters to retrieve the last 10 lines of a document ('Q4_summary.doc'). This approach worked effectively because the default behavior aligned with the user's request, providing sufficient context without requiring additional input. The agent's choice to rely on the default parameter demonstrated efficient use of the tool.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:08", "modified_time": "2025-08-15 17:06:08", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:08", "modified_time": "2025-08-15 17:06:08", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "4024c5d9d9684cad96158dcc603ca542", "experience_type": "text", "when_to_use": "When handling multi-step tasks involving file management and directory navigation.", "content": "The higher-scoring approach demonstrated better error handling and adaptability when encountering tool limitations, such as invalid paths or destination errors. By systematically navigating to the correct directory before executing commands like 'mkdir' or 'mv', it avoided repeated errors and ensured smoother task execution. Additionally, it clarified assumptions about directory structures and leveraged tools like 'cd' effectively to align with task requirements.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:58", "modified_time": "2025-08-15 17:05:58", "extra_info": {"author": "", "created_time": "2025-08-15 17:05:58", "modified_time": "2025-08-15 17:05:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7989332664704f85aff47eddcbe73a60", "experience_type": "text", "when_to_use": "When integrating social media actions into a workflow requiring authentication and content posting.", "content": "The higher-scoring approach maintained session consistency by authenticating once and reusing the authenticated session for subsequent actions like posting tweets and commenting. This minimized redundant authentication calls and ensured seamless execution of dependent tasks. In contrast, the lower-scoring sequence repeated steps unnecessarily, leading to inefficiencies and potential confusion.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:58", "modified_time": "2025-08-15 17:05:58", "extra_info": {"author": "", "created_time": "2025-08-15 17:05:58", "modified_time": "2025-08-15 17:05:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "5379887ac97c407eb62dd27ad0094b15", "experience_type": "text", "when_to_use": "When displaying and sorting file contents for review or analysis.", "content": "The agent first used 'cat' to display the file contents, followed by 'sort' to organize the data alphabetically. Even though the content was minimal, this ensured compliance with the request and demonstrated a structured approach to processing file data.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:06", "modified_time": "2025-08-15 17:06:06", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:06", "modified_time": "2025-08-15 17:06:06", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "dd8acfc0f3d0402b891fc279c1d94cbc", "experience_type": "text", "when_to_use": "When a multi-step process involves authentication or login requirements before executing subsequent actions.", "content": "Always verify and handle authentication prerequisites before attempting dependent actions. If an action fails due to lack of authentication, execute the login step first and then retry the intended action.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:27", "modified_time": "2025-08-15 17:06:27", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:27", "modified_time": "2025-08-15 17:06:27", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e69c0dd11e63490ba01b6a5948d97390", "experience_type": "text", "when_to_use": "When interpreting system-defined statuses (e.g., 'healthy_tire_pressure') that may conflict with user expectations or explicit thresholds.", "content": "Cross-check system-reported statuses with user-defined thresholds or expectations. Even if a system indicates a component is functioning correctly, consider user-specified parameters to ensure safety and satisfaction.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:27", "modified_time": "2025-08-15 17:06:27", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:27", "modified_time": "2025-08-15 17:06:27", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "efc02f81110644f0b4e7b676aced12cc", "experience_type": "text", "when_to_use": "When managing multi-step operations involving vehicle control systems, ensure all prerequisites (like locking doors) are addressed before proceeding to dependent actions such as starting the engine.", "content": "Failure often occurs when sequential dependencies in task execution are overlooked. Always confirm that prior conditions are satisfied before advancing to the next step.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:37", "modified_time": "2025-08-15 17:06:37", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:37", "modified_time": "2025-08-15 17:06:37", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "446bc3ccdb4c4320a10dc4c59a8a0f8b", "experience_type": "text", "when_to_use": "When the user needs to start the engine but encounters safety-related prerequisites such as locked doors or pressed brake pedals.", "content": "The agent successfully navigated multiple system constraints by first ensuring all doors were locked and then pressing the brake pedal before attempting to start the engine. This sequential handling of preconditions (door locking followed by brake engagement) ensured compliance with vehicle safety protocols, leading to a successful engine start.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "327a3841ec074199a84275e25660c86f", "experience_type": "text", "when_to_use": "When searching for a specific file in a directory and its subdirectories, but the exact filename is uncertain.", "content": "The sequence involved using the 'find' function multiple times with variations of the target filename (e.g., case adjustments, partial names). This iterative approach helped narrow down potential matches despite initial failures. Eventually, listing directory contents with 'ls -a' revealed the correct file ('test_report.docx'), which was then accessed using 'cat'. This highlights the importance of verifying directory contents when searches fail and being flexible with naming conventions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9b961011ef304514806760d79db23570", "experience_type": "text", "when_to_use": "When dispatching a formatted message to a new contact while maintaining a record of all sent communications.", "content": "The process began by adding the recipient's contact using 'add_contact', followed by retrieving their user ID via 'get_user_id'. The message was then dispatched using 'send_message' in the specified format. Finally, 'view_messages_sent' provided a comprehensive list of all prior communications. This structured workflow ensures no steps are missed and maintains transparency about sent messages.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "a8fc3943d34042d39d731370d6dd0992", "experience_type": "text", "when_to_use": "When handling requests involving multiple sequential operations where intermediate steps might introduce ambiguity.", "content": "Break down complex tasks into smaller, verifiable steps, confirming each action's success before proceeding to the next to prevent cascading errors from unverified assumptions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:50", "modified_time": "2025-08-15 17:06:50", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:50", "modified_time": "2025-08-15 17:06:50", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7598925446444617acf2ecde5b835b21", "experience_type": "text", "when_to_use": "When handling multi-step tasks requiring sequential tool usage, especially where prerequisites must be met before proceeding.", "content": "Always verify and address potential blockers or prerequisites (e.g., locked doors before starting an engine) before initiating a dependent action to avoid unnecessary errors and retries.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:19", "modified_time": "2025-08-15 17:07:19", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:19", "modified_time": "2025-08-15 17:07:19", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e18f65555af041fe9d4d8edef83555fc", "experience_type": "text", "when_to_use": "When the task involves interpreting ambiguous user instructions and executing precise function calls.", "content": "The higher-scoring approach demonstrated a more methodical breakdown of the user's request, resolving ambiguities by systematically listing directory contents and confirming file names before proceeding. This ensured accurate execution of subsequent steps, such as calculating character counts and updating ticket priorities. The lower-scoring approach, while similar in tool usage, failed to fully resolve ambiguities (e.g., misinterpreting 'all text file with test'), leading to incomplete or incorrect assumptions that impacted overall performance.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:27", "modified_time": "2025-08-15 17:07:27", "extra_info": {"author": "", "created_time": "2025-08-15 17:07:27", "modified_time": "2025-08-15 17:07:27", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ddd6bf1bf5e84ccea1bbf9a6e7681adf", "experience_type": "text", "when_to_use": "When performing conditional actions based on intermediate results (e.g., setting priority based on file properties).", "content": "Ensure all relevant conditions are checked comprehensively before making a final decision. For example, verify all specified files in the directory rather than stopping at the first one.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:28", "modified_time": "2025-08-15 17:07:28", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:28", "modified_time": "2025-08-15 17:07:28", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8f38ffc43dc64b31be80cf0550173647", "experience_type": "text", "when_to_use": "When encountering persistent errors despite using the correct function parameters as per documentation.", "content": "If a documented required parameter causes repeated execution failures, verify if there's a mismatch between the API documentation and its actual implementation. Consider testing alternative parameter names or consulting updated resources to resolve discrepancies.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:40", "modified_time": "2025-08-15 17:07:40", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:40", "modified_time": "2025-08-15 17:07:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9c1de1f897aa4d7f8d6e36fb9e361e0f", "experience_type": "text", "when_to_use": "When communicating results back to users after completing tasks.", "content": "Always confirm task completion by summarizing key outcomes in a clear and user-friendly manner. Include relevant identifiers (e.g., message IDs, booking references) for traceability and offer options for next steps.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:40", "modified_time": "2025-08-15 17:07:40", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:40", "modified_time": "2025-08-15 17:07:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ed993a3827dd4b9ab15137d960ba7972", "experience_type": "text", "when_to_use": "When handling multi-step tasks involving user authentication followed by dependent actions like credit card registration and booking.", "content": "The assistant successfully authenticated the user, registered their credit card, retrieved flight cost, and booked a flight. The key was breaking the task into logical sub-steps: first authenticating, then registering the card to retrieve the card_id, calculating the flight cost, and finally proceeding with the booking. This sequential approach ensured all required parameters were available for subsequent steps.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c85a4a2973d4414ea1668abd64a95568", "experience_type": "text", "when_to_use": "When handling multi-step tasks requiring sequential tool calls with dependencies between steps", "content": "The higher-scoring approach demonstrated superior planning and foresight by anticipating potential errors or prerequisites (e.g., locking doors, pressing the brake pedal) before executing critical actions like starting the engine. This proactive identification of dependencies minimized backtracking and ensured smoother execution, leading to a more seamless user experience.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:32", "modified_time": "2025-08-15 17:07:32", "extra_info": {"author": "", "created_time": "2025-08-15 17:07:32", "modified_time": "2025-08-15 17:07:32", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "3e1497eabee44fbba4e83c01eca04a61", "experience_type": "text", "when_to_use": "When interpreting ambiguous user requests involving mathematical computations", "content": "The higher-scoring approach resolved ambiguity in the user’s logarithmic calculation request by carefully analyzing the phrasing and clarifying assumptions about parameters (e.g., distinguishing between 'base' and 'value'). This attention to detail ensured accurate results aligned with the user's intent, whereas the lower-scoring approach misinterpreted the base value, leading to incorrect outputs.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:32", "modified_time": "2025-08-15 17:07:32", "extra_info": {"author": "", "created_time": "2025-08-15 17:07:32", "modified_time": "2025-08-15 17:07:32", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9c19c336d3a64b1c979a074324a7f577", "experience_type": "text", "when_to_use": "When converting between units or working with values dependent on prior calculations (e.g., fuel levels, distances).", "content": "Ensure clarity about the required units at each step of a calculation. Use appropriate conversion tools if needed and confirm intermediate results align with expected formats before proceeding.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "2b2b1d0edb6f4af982a0d2a4bd4b73e5", "experience_type": "text", "when_to_use": "When user input references ambiguous or potentially invalid entities (e.g., city names like 'Rivermist').", "content": "Validate user-provided inputs early in the process by cross-referencing available data sources or functions. If ambiguity persists, seek clarification from the user before proceeding further.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "79b16d0fbb914bf988fbb12c301fd88f", "experience_type": "text", "when_to_use": "When the user needs to estimate costs for a specific travel itinerary and class, and potentially set a budget limit.", "content": "The agent first identified the relevant function (get_flight_cost) to retrieve airfare estimates using provided parameters like departure/arrival airports, date, and class. After obtaining the cost, it seamlessly transitioned to setting a budget limit when requested, utilizing the set_budget_limit function with the access token and budget amount provided by the user. This step pattern ensures both cost estimation and financial planning are handled efficiently in sequence.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:52", "modified_time": "2025-08-15 17:07:52", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:52", "modified_time": "2025-08-15 17:07:52", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "a6edb0c694b2451cbd74c03d1cfeecec", "experience_type": "text", "when_to_use": "When the task involves navigating to a specific directory and identifying files based on alphabetical order or other criteria.", "content": "The agent successfully navigated to the target directory using 'cd', listed its contents with 'ls', identified the alphabetically first file by reasoning over the output, and then used 'tail' to retrieve the last line. This sequence demonstrates effective use of file system tools ('cd', 'ls', 'tail') combined with logical reasoning to meet the user's request accurately.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:11", "modified_time": "2025-08-15 17:08:11", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:11", "modified_time": "2025-08-15 17:08:11", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8bba8238f9ec4154aa92cb5a6f4b71de", "experience_type": "text", "when_to_use": "When needing to create and populate a file with specific content in one step.", "content": "The 'echo' function was effectively used to both create the file and insert specified content in one action. This avoided unnecessary intermediate steps like using 'touch' followed by another command to write content, streamlining the process and ensuring accuracy.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "d20a0848e1684583b245ce8ef2717b9f", "experience_type": "text", "when_to_use": "When resolving a ticket without additional resolution details.", "content": "The 'resolve_ticket' function was called with an empty resolution string, successfully marking the ticket as resolved per user request. This demonstrated effective use of optional parameters to meet specific user requirements while maintaining system integrity.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "4fad007a3d274399bbd9cb7bac996534", "experience_type": "text", "when_to_use": "When querying human-readable disk usage for the current directory.", "content": "The 'du' function was utilized with the 'human_readable' parameter set to True, providing the disk usage in a user-friendly format (e.g., bytes, KB, MB). This approach ensured clarity and alignment with user expectations for readability.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "797b32611fb14206887dad5907e472df", "experience_type": "text", "when_to_use": "When interpreting tool responses such as 'None' or minimal feedback, validate assumptions through follow-up actions or clarifications before concluding success.", "content": "Silent or non-descriptive outputs like 'None' may indicate successful execution but should be cross-checked via secondary methods (e.g., checking file existence with 'cat') to avoid false positives.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:29", "modified_time": "2025-08-15 17:08:29", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:29", "modified_time": "2025-08-15 17:08:29", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8fc03f05d73e4784bffb455fb50d5648", "experience_type": "text", "when_to_use": "When handling multi-step processes requiring user authentication before executing critical functions (e.g., creating tickets, placing orders).", "content": "Always verify if the user is authenticated before attempting to execute actions that require login credentials. If not authenticated, prioritize logging in before proceeding with the intended task.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:23", "modified_time": "2025-08-15 17:08:23", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:23", "modified_time": "2025-08-15 17:08:23", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e21716ec262c43abbb2b87a3e5a89a19", "experience_type": "text", "when_to_use": "When presenting financial or transaction-related data to users.", "content": "The higher-scoring approach provided more precise and well-structured responses when summarizing account balances and trade details. By including clear breakdowns (e.g., total cost calculations) and offering additional options for further actions, it enhanced clarity and user satisfaction compared to the lower-scoring sequence, which lacked such refinements and appeared less polished.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:25", "modified_time": "2025-08-15 17:08:25", "extra_info": {"author": "", "created_time": "2025-08-15 17:08:25", "modified_time": "2025-08-15 17:08:25", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "291610dd83f64c2a9b6318c05b61d476", "experience_type": "text", "when_to_use": "When the user provides ambiguous or conflicting instructions regarding data formatting (e.g., using pipes vs. commas in CSV files).", "content": "Always clarify with the user when there is a potential mismatch between their instructions and standard formats, especially when they mention specific file types like CSV. Proceeding without confirmation may lead to unintended results.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:36", "modified_time": "2025-08-15 17:08:36", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:36", "modified_time": "2025-08-15 17:08:36", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "52b78105c6c04867b31e1c239eb0ef03", "experience_type": "text", "when_to_use": "When calculating statistics on numerical data extracted from text files where field separators may affect word/character counts.", "content": "Ensure that tools like 'wc' correctly interpret delimiters and whitespace when performing metrics calculations; discrepancies in expected vs. actual counts may arise due to unexpected tokenization logic.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:36", "modified_time": "2025-08-15 17:08:36", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:36", "modified_time": "2025-08-15 17:08:36", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "b8aba7cde79340388ce406a475303b3e", "experience_type": "text", "when_to_use": "When the user requests to add a stock to their watchlist and then seeks an updated breakdown of the watchlist contents.", "content": "The agent first called 'add_to_watchlist' with the correct stock symbol (AAPL), followed by 'get_watchlist' to retrieve the complete list. This ensured the requested stock was successfully added before providing the detailed watchlist update, creating a seamless user experience.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:51", "modified_time": "2025-08-15 17:08:51", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:51", "modified_time": "2025-08-15 17:08:51", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7af67b0daf0e451baba5e67b850256fc", "experience_type": "text", "when_to_use": "When determining the current status of an external system (e.g., stock market) before making decisions.", "content": "The agent first retrieved the current time using 'get_current_time', then used that information in 'update_market_status' to determine if the market was open or closed. This two-step approach ensures accurate, real-time decision-making based on dynamic conditions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:05", "modified_time": "2025-08-15 17:09:05", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:05", "modified_time": "2025-08-15 17:09:05", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e2d2affa779045beacc6fd326faced75", "experience_type": "text", "when_to_use": "When updating account funds for future transactions.", "content": "The agent efficiently handled a funding request by calling 'fund_account' with the specified amount. This direct approach avoids unnecessary steps, ensuring quick updates while maintaining clarity about the new balance.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:05", "modified_time": "2025-08-15 17:09:05", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:05", "modified_time": "2025-08-15 17:09:05", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "888b3b323a704f359edfce2707b3f087", "experience_type": "text", "when_to_use": "When executing multi-step actions where dependencies exist between steps (e.g., locking doors before starting the engine).", "content": "Always verify that dependent conditions are fully satisfied in the system's state before proceeding to the next step. Intermediate checks can help detect and resolve discrepancies early.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:11", "modified_time": "2025-08-15 17:09:11", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:11", "modified_time": "2025-08-15 17:09:11", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "09668f27b2c944409cd331ea9fe40c11", "experience_type": "text", "when_to_use": "When a user requests to remove an item from their watchlist or perform similar list management tasks.", "content": "The assistant correctly identified the first stock on the user's watchlist and executed the 'remove_stock_from_watchlist' function with the appropriate symbol. This step pattern demonstrates clear understanding of the request, accurate identification of the relevant item (first stock), and proper use of the tool to execute the action successfully.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:17", "modified_time": "2025-08-15 17:09:17", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:17", "modified_time": "2025-08-15 17:09:17", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "df198a3801044882ad9cc3e351e7aa1f", "experience_type": "text", "when_to_use": "When addressing multi-step user requests involving vehicle operations that depend on sequential preconditions (e.g., locking doors before starting the engine).", "content": "The higher-scoring approach demonstrated a more thorough understanding of dependencies between actions, such as ensuring all conditions like door locks and brake pedal engagement were met before retrying to start the engine. This reflects a proactive handling of potential errors, reducing back-and-forth interactions and improving efficiency.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:28", "modified_time": "2025-08-15 17:09:28", "extra_info": {"author": "", "created_time": "2025-08-15 17:09:28", "modified_time": "2025-08-15 17:09:28", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "242e23e4372645988173dd15981380de", "experience_type": "text", "when_to_use": "When performing unit conversions or calculations as part of a task.", "content": "Double-check all unit conversions and ensure proper rounding, especially when interfacing with systems that require specific precision (e.g., converting liters to gallons for fuel input).", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:30", "modified_time": "2025-08-15 17:09:30", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:30", "modified_time": "2025-08-15 17:09:30", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "5956156a5ba440fbbb68bfd7addad6d0", "experience_type": "text", "when_to_use": "When the user requests an operation that requires a missing dynamic input (e.g., current time, stock symbol) to execute a specific function.", "content": "The assistant first identified that the required parameter for updating the market status (current_time_str) was missing. It then proactively retrieved the necessary information by calling the get_current_time function, ensuring all prerequisites were met before proceeding with the update_market_status function. This two-step reasoning pattern ensures completeness in task execution and avoids premature or incomplete actions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:57", "modified_time": "2025-08-15 17:09:57", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:57", "modified_time": "2025-08-15 17:09:57", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "0c4b76e887154c91a5857de712011400", "experience_type": "text", "when_to_use": "When copying and renaming files across directories, especially when the destination directory's existence is uncertain.", "content": "Always verify the existence of target directories before attempting file operations that depend on them. If tools do not support path-based operations, split tasks into smaller verified steps (e.g., check directory, then proceed).", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:53", "modified_time": "2025-08-15 17:09:53", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:53", "modified_time": "2025-08-15 17:09:53", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "28eed51623134e11ba7f78beb575ea7a", "experience_type": "text", "when_to_use": "When searching for specific patterns in files using case-sensitive tools like 'grep'.", "content": "Always confirm the exact case and spelling of search terms when using pattern-matching tools. If no matches are found, consider checking for alternate cases or verifying the file's contents to ensure the term exists as expected.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:00", "modified_time": "2025-08-15 17:10:00", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:00", "modified_time": "2025-08-15 17:10:00", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "d3880202d0d3490fa9a7a3a64a11b6e9", "experience_type": "text", "when_to_use": "When the user requests to buy stocks at the current market price but the trading system requires an explicit price for order placement.", "content": "The agent first used 'get_stock_info' to retrieve the latest stock price and then utilized this information in the 'place_order' function. This two-step sequence ensures compliance with system requirements while meeting the user's intent of buying at the current market rate. The approach is effective because it dynamically adapts to real-time data, ensuring accuracy and alignment with the user's request.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:57", "modified_time": "2025-08-15 17:09:57", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:57", "modified_time": "2025-08-15 17:09:57", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8c09fee696f64bd2946713e0fa0d9a6a", "experience_type": "text", "when_to_use": "When a user requests immediate status updates or actions on a process involving asynchronous or pending states (e.g., order status).", "content": "Provide clear communication about the current state of the process and set accurate expectations regarding potential delays or intermediate states such as 'Pending' or 'Open'. Avoid implying completion unless explicitly confirmed by the system.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:59", "modified_time": "2025-08-15 17:09:59", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:59", "modified_time": "2025-08-15 17:09:59", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8c902f077e3145e39852e018a065f162", "experience_type": "text", "when_to_use": "When the user requests to modify their watchlist (add or remove stocks).", "content": "The assistant successfully identified the relevant function (get_watchlist, remove_stock_from_watchlist) based on the user query and executed it with appropriate parameters. Confirming the action's success with a clear, friendly response enhanced user satisfaction.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:21", "modified_time": "2025-08-15 17:10:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:21", "modified_time": "2025-08-15 17:10:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "fb4b5365f9814245854b1c15c2cea464", "experience_type": "text", "when_to_use": "When the user asks for details of a specific or most recent order.", "content": "By leveraging conversation history to infer the most recent order_id, the assistant called get_order_details effectively. Providing structured and clear feedback ensured transparency and improved the user’s understanding of their order status.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:21", "modified_time": "2025-08-15 17:10:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:21", "modified_time": "2025-08-15 17:10:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "529e7e4f7cba439d86ed13100447ad7a", "experience_type": "text", "when_to_use": "When the user refers to an entity (e.g., booking ID, insurance ID) but doesn't explicitly provide it, and system calls fail due to missing or incorrect identifiers.", "content": "Always verify and confirm critical parameters like IDs with the user before making system calls. If the parameter is ambiguous or missing, prompt for clarification rather than assuming placeholders.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:42", "modified_time": "2025-08-15 17:10:42", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:42", "modified_time": "2025-08-15 17:10:42", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "3c40ae10e49e4967acdd0d269a4d9095", "experience_type": "text", "when_to_use": "When handling file operations that involve both moving and renaming, especially with directory constraints.", "content": "Understand the limitations of tools when performing multi-step operations like moving and renaming files. If a tool cannot handle paths in its parameters, split the task into discrete steps: first rename, then move.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9f19e75d95784281b078c061e2587804", "experience_type": "text", "when_to_use": "When interacting with systems requiring precise identifiers (e.g., ticket IDs) for data retrieval or updates.", "content": "Validate identifier inputs early in the process and confirm their existence before proceeding with dependent actions. This minimizes wasted steps and ensures smoother execution.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "363add6b35754f12879e44854af75ae7", "experience_type": "text", "when_to_use": "When attempting to access or manipulate files in subdirectories without explicit path support in the toolset.", "content": "Always confirm the current working directory and ensure all required files are present in that directory before executing file operations. If files are located in different directories, navigate to the correct directory first or move/copy files as needed.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:38", "modified_time": "2025-08-15 17:10:38", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:38", "modified_time": "2025-08-15 17:10:38", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "6687a77b2cb54fb7a6a020a130b815d1", "experience_type": "text", "when_to_use": "When performing multi-step tasks requiring authentication followed by action (e.g., posting on social media).", "content": "The higher-scoring sequence efficiently handled dependent actions by first authenticating the user and then proceeding with the intended task without interruption. This sequential logic minimized redundant tool calls and ensured all prerequisites were met before executing the main operation, resulting in a streamlined workflow and improved overall task completion rate.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": {"author": "", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9c95a46b5a4e4a2ba0c9f787cb576009", "experience_type": "text", "when_to_use": "When handling multi-step user requests that require sequential tool calls.", "content": "Ensure that intermediate results from tools are evaluated against the user's specific conditions before proceeding to subsequent actions. Failure to properly assess whether a condition is met (e.g., tire pressure threshold) can lead to incorrect recommendations or missed steps.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:06", "modified_time": "2025-08-15 17:11:06", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:06", "modified_time": "2025-08-15 17:11:06", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "078da71a04e446438e8f65eef902c985", "experience_type": "text", "when_to_use": "When integrating optional parameters such as tags or mentions in API calls for social media posting.", "content": "Explicitly validate and structure optional parameters (like tags) according to API requirements, ensuring correct formatting and inclusion even when not strictly required.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:58", "modified_time": "2025-08-15 17:10:58", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:58", "modified_time": "2025-08-15 17:10:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "5bd9b8eeda3643419bbc9668e0fcf72c", "experience_type": "text", "when_to_use": "When handling file operations where the file location or existence is ambiguous.", "content": "Always verify the existence and correct path of a file before performing operations on it, especially when the user's request implies uncertainty about its location ('somewhere inside the file system').", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:22", "modified_time": "2025-08-15 17:11:22", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:22", "modified_time": "2025-08-15 17:11:22", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "2b4a68df3c4f4ad09de20b7da750b8aa", "experience_type": "text", "when_to_use": "When numeric data extracted from files needs further processing (e.g., calculating mean).", "content": "Ensure that data read from files is correctly parsed into the appropriate format (e.g., converting strings to numbers) before passing it to mathematical functions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:22", "modified_time": "2025-08-15 17:11:22", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:22", "modified_time": "2025-08-15 17:11:22", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "473c2a938d7d45748acd5ebb1dd42127", "experience_type": "text", "when_to_use": "When handling multi-step user requests involving financial transactions, such as placing orders or managing balances.", "content": "Always validate whether sufficient funds or resources are available before attempting to execute a transaction. If constraints prevent execution, explicitly inform the user and provide alternative actions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:21", "modified_time": "2025-08-15 17:11:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:21", "modified_time": "2025-08-15 17:11:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "f65a12b21ea7499c89be51076540e9c1", "experience_type": "text", "when_to_use": "When handling complex multi-step tasks requiring sequential tool calls with potential parameter mismatches or errors.", "content": "The higher-scoring approach demonstrated superior error handling and adaptability by systematically validating tool parameters against documentation, experimenting with alternative inputs (e.g., replacing 'travel_cost' with 'cost'), and omitting problematic parameters only after confirming their redundancy. This method avoided premature assumptions and ensured smoother task progression despite API inconsistencies.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:20", "modified_time": "2025-08-15 17:11:20", "extra_info": {"author": "", "created_time": "2025-08-15 17:11:20", "modified_time": "2025-08-15 17:11:20", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "df18ad54214a43658d7ee9a26b450072", "experience_type": "text", "when_to_use": "When compiling and presenting comprehensive summaries of communications or actions taken during a workflow.", "content": "The higher-scoring approach meticulously tracked all interactions, explicitly linked messages to specific contexts (e.g., flight issue), and clarified ambiguities in sender IDs or message relevance. This level of detail-oriented reporting enhanced clarity and alignment with user expectations, whereas the lower-scoring approach included unrelated data without sufficient filtering or contextualization.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:20", "modified_time": "2025-08-15 17:11:20", "extra_info": {"author": "", "created_time": "2025-08-15 17:11:20", "modified_time": "2025-08-15 17:11:20", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "2b7c3cda426648d7adfc998c6cb5adf6", "experience_type": "text", "when_to_use": "When handling requests that involve capacity-based systems (e.g., fuel tanks, batteries), ensure the system doesn't exceed its maximum limit.", "content": "Always verify current levels before attempting to fill or charge a system to avoid exceeding capacity errors. If no direct tool exists to check current levels, inform the user of potential limitations and guide them on how to proceed safely.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:52", "modified_time": "2025-08-15 17:11:52", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:52", "modified_time": "2025-08-15 17:11:52", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "09d879a3d14043738a714acdbfad9dc1", "experience_type": "text", "when_to_use": "When the user requests social media updates following successful completion of preparatory tasks.", "content": "After completing all preparatory steps for the road trip, the assistant seamlessly transitioned to posting a celebratory tweet. This not only fulfilled the user’s request but also added a personal touch to conclude the interaction positively. The use of relevant hashtags enhanced visibility and engagement on social media.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:53", "modified_time": "2025-08-15 17:11:53", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:53", "modified_time": "2025-08-15 17:11:53", "extra_info": null}}}
|
||||
|
|
@ -1,102 +0,0 @@
|
|||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ae79328cdc7c4fb08c2291c90ecb3493", "experience_type": "text", "when_to_use": "When attempting to start the engine and multiple vehicle preparations are required (e.g., locking doors, engaging parking brakes).", "content": "Ensure all preconditions for a function are met before invoking it. For instance, verify that doors are locked before attempting to start the engine to avoid cascading errors.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "63ccc95f0fcc47c78e3dd8100f358c9c", "experience_type": "text", "when_to_use": "When estimating drive feasibility based on mileage without sufficient contextual data (e.g., fuel level, fuel efficiency).", "content": "Always validate whether the provided tools or functions have access to implicit contextual data (like fuel levels) before relying on their outputs for critical decisions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "110d9c20e6d44cf0b3d52d16f61b62e8", "experience_type": "text", "when_to_use": "When the user requests information about a stock but provides the company name instead of the stock symbol.", "content": "First, use the 'get_symbol_by_name' function to retrieve the stock symbol using the provided company name. Once the symbol is obtained, call 'get_stock_info' with the retrieved symbol to gather detailed stock information, including the current price. This two-step process ensures accurate data retrieval and addresses the user's query comprehensively.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:24", "modified_time": "2025-08-15 17:02:24", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:24", "modified_time": "2025-08-15 17:02:24", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "79698207d57e456d98e1b2fdd161a0b9", "experience_type": "text", "when_to_use": "When the user requests to send a message to another user with specific content.", "content": "Use the 'send_message' function, providing the exact message content and the recipient's user ID as arguments. Ensure the message content matches the user’s request precisely, including any punctuation. After sending, confirm the delivery status and provide feedback to the user, including the message ID for reference.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:24", "modified_time": "2025-08-15 17:02:24", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:24", "modified_time": "2025-08-15 17:02:24", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "066a850cb4be4aa49bef902248b2f29d", "experience_type": "text", "when_to_use": "When the user requires a sequence of actions involving vehicle controls, such as starting the engine or checking car status, and specific preconditions like locking doors or pressing the brake pedal must be met.", "content": "The step pattern involved identifying and addressing preconditions (e.g., locking doors, pressing the brake pedal) before executing the primary action (starting the engine). By systematically resolving each condition based on error feedback, the agent successfully navigated complex interdependencies between vehicle functions. This approach ensures that all prerequisites are handled efficiently before proceeding to the main task.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:17", "modified_time": "2025-08-15 17:02:17", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:17", "modified_time": "2025-08-15 17:02:17", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c8653b94e8a445fd95fa9afe12c8d231", "experience_type": "text", "when_to_use": "When performing unit conversions or calculations (e.g., liters to gallons, average tire pressure), especially when precision is required for user requests.", "content": "The agent effectively utilized conversion and calculation tools to meet user requirements, such as converting 10 liters to gallons with two decimal precision and calculating the average tire pressure. By leveraging appropriate math and conversion APIs, the agent ensured accuracy and alignment with user expectations, enhancing trust in the results.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:17", "modified_time": "2025-08-15 17:02:17", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:17", "modified_time": "2025-08-15 17:02:17", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ad9a40c4e5074f6fbe5a5743218d3f71", "experience_type": "text", "when_to_use": "When determining the market status in real-time and ensuring accurate step-by-step reasoning before making tool calls.", "content": "The higher-scoring approach demonstrated a more methodical breakdown of the problem, explicitly reasoning through the need to first retrieve the current time using get_current_time before calling update_market_status. This ensured clarity in linking each step to the user's query and avoided premature assumptions about the market status. The lower-scoring sequence lacked intermediate reasoning steps, jumping directly into tool calls without sufficient explanation, which reduced transparency and alignment with the user’s expectations.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:20", "modified_time": "2025-08-15 17:02:20", "extra_info": {"author": "", "created_time": "2025-08-15 17:02:20", "modified_time": "2025-08-15 17:02:20", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c54ae3c6d34442e1a5af2435438a918f", "experience_type": "text", "when_to_use": "When managing follow-up actions after analyzing stock performance, such as adding stocks to a watchlist based on specific criteria.", "content": "The higher-scoring approach provided richer context around decision-making, explaining how the stock price met the user-defined condition (price > 300) and explicitly confirming the addition of AMZN to the watchlist. In contrast, the lower-scoring sequence omitted key details like reaffirming why AMZN was added or acknowledging other stocks already in the watchlist (e.g., NVDA). This additional context in the higher-scoring sequence enhanced user trust and understanding of the action taken.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:20", "modified_time": "2025-08-15 17:02:20", "extra_info": {"author": "", "created_time": "2025-08-15 17:02:20", "modified_time": "2025-08-15 17:02:20", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "b9d23410157347c5b8a9d5ba5649f345", "experience_type": "text", "when_to_use": "When identifying the 'most recent' item from a list returned by a tool, especially when the ordering of results is not explicitly stated.", "content": "Assume chronological or reverse-chronological ordering unless documentation specifies otherwise. Validate assumptions with metadata or user clarification when possible.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:02:21", "modified_time": "2025-08-15 17:02:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "1ae58deb0531414b8ed5a795c5d3ec83", "experience_type": "text", "when_to_use": "When handling multi-step processes involving sequential dependencies, such as registration followed by a purchase.", "content": "Ensure that all required parameters from previous steps (e.g., card_id) are correctly captured and used in subsequent actions to avoid mismatches or failed executions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "b70b33f76e3e44259b185ce5eb10cd37", "experience_type": "text", "when_to_use": "When retrieving specific information like invoices, ensure the query aligns with the user's intent.", "content": "Verify that the data returned by a tool matches the expected context (e.g., insurance vs. flight details) before presenting it to the user to prevent confusion and miscommunication.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "2979a12ccb6a4f2cacc550ac4f3b16c0", "experience_type": "text", "when_to_use": "When escalating issues to customer support, ensure clarity and urgency in communication.", "content": "Explicitly mention priority handling in messages to customer support when the user requests expedited attention, and confirm with the user that their issue has been escalated appropriately.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c6bb931b27a74c68a8cabcaa2c3d0ce4", "experience_type": "text", "when_to_use": "When handling function calls with required parameters, especially when an error indicates an unexpected keyword argument.", "content": "Always cross-check the actual API implementation against documented parameters. If a parameter is flagged as unexpected despite being listed as required, consider omitting it or replacing it based on observed behavior during testing.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:06", "modified_time": "2025-08-15 17:03:06", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:06", "modified_time": "2025-08-15 17:03:06", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ae89edc020124ee1b9ed55b818bb7348", "experience_type": "text", "when_to_use": "When performing sequential actions that depend on dynamic outputs (e.g., booking and canceling using a generated ID).", "content": "Ensure that all subsequent actions use the most recent dynamically generated data, such as IDs, from prior steps. Hardcoding or reusing outdated values will lead to mismatches and errors.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:06", "modified_time": "2025-08-15 17:03:06", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:06", "modified_time": "2025-08-15 17:03:06", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "da34305d0bb4493abf392d1bc6efcc34", "experience_type": "text", "when_to_use": "When encountering persistent parameter-related errors in API function calls despite multiple attempts with different variations.", "content": "If repeated errors occur due to unrecognized parameters, verify if there is a mismatch between the documented API specifications and its actual implementation. Escalate to the API provider or consult support for clarification before proceeding further.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:14", "modified_time": "2025-08-15 17:03:14", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:14", "modified_time": "2025-08-15 17:03:14", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "17591f2ea76f4160b97f33366000f0a7", "experience_type": "text", "when_to_use": "When managing multi-step workflows involving interdependent tools and functions.", "content": "The higher-scoring approach efficiently sequenced tool calls by first validating critical inputs (e.g., airport codes via 'get_nearest_airport_by_city') and ensuring accurate data flow between steps. It also utilized intermediate tools like 'get_flight_cost' to refine inputs before invoking 'book_flight'. In contrast, the lower-scoring approach inconsistently handled dependencies, failing to adapt its strategy despite repeated errors. This underscores the importance of modular execution and iterative refinement in complex workflows to enhance both accuracy and efficiency.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:22", "modified_time": "2025-08-15 17:03:22", "extra_info": {"author": "", "created_time": "2025-08-15 17:03:22", "modified_time": "2025-08-15 17:03:22", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7a75b0363add4b0cb893c33e31d5c188", "experience_type": "text", "when_to_use": "When handling multi-step processes requiring user input (e.g., login credentials) that may not be explicitly provided by the user.", "content": "Always verify and request missing essential parameters early in the process to prevent cascading failures in subsequent steps. For instance, if a password is required for login but not provided, prompt the user immediately instead of proceeding with assumptions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:13", "modified_time": "2025-08-15 17:03:13", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8d3384c559ed4df688b91a8161b38cc6", "experience_type": "text", "when_to_use": "When handling multi-step tasks requiring sequential function calls with dependencies between steps.", "content": "The higher-scoring approach demonstrated better planning and execution by consistently ensuring all prerequisites for a given action were met before proceeding. For example, it retrieved the stock symbol using 'get_symbol_by_name' prior to adding it to the watchlist, whereas the lower-scoring approach failed to handle missing order IDs effectively when attempting to retrieve or cancel orders. This attention to logical sequencing minimized errors and ensured smoother task completion.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:19", "modified_time": "2025-08-15 17:03:19", "extra_info": {"author": "", "created_time": "2025-08-15 17:03:19", "modified_time": "2025-08-15 17:03:19", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "d0c816a63f9848ec8702f5d275778021", "experience_type": "text", "when_to_use": "When performing multi-step tasks involving vehicle systems, ensure all preconditions (like locking doors and pressing the brake pedal) are met before attempting actions like starting the engine.", "content": "Always verify system prerequisites in sequential workflows to avoid cascading errors that disrupt task completion.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:58", "modified_time": "2025-08-15 17:03:58", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:58", "modified_time": "2025-08-15 17:03:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "4488da4cd1a24827b8947437586bd075", "experience_type": "text", "when_to_use": "When interacting with external APIs such as Twitter for posting or commenting, confirm the exact format and requirements of content to minimize rework or errors.", "content": "Validate outputs against expected formats early in the process to prevent mismatches or additional corrective steps later.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:03:58", "modified_time": "2025-08-15 17:03:58", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:03:58", "modified_time": "2025-08-15 17:03:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "4083672a0f40427a8b1f155a5edc486a", "experience_type": "text", "when_to_use": "When the user's query implies multiple sequential actions but doesn't explicitly mention intermediate steps.", "content": "Always identify and confirm any missing parameters or prerequisites before proceeding with a tool call that depends on them. If information is implied but not provided, prompt the user for clarification rather than making assumptions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:07", "modified_time": "2025-08-15 17:04:07", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:07", "modified_time": "2025-08-15 17:04:07", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "a0df497df02647faa05d218b8a08fb44", "experience_type": "text", "when_to_use": "When the user requests market status updates without providing specific timing details.", "content": "The assistant first called `get_current_time` to retrieve the current time, then used the result as an input parameter for `update_market_status`. This ensured that the market status was updated accurately based on real-time conditions, avoiding ambiguity and ensuring the correct function call sequence. The dependency between functions was handled effectively by chaining calls in logical order.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:20", "modified_time": "2025-08-15 17:04:20", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:20", "modified_time": "2025-08-15 17:04:20", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "46f2ea910ff8484b996832d7de21c2f6", "experience_type": "text", "when_to_use": "When the task involves multiple sequential actions that depend on specific conditions or prerequisites.", "content": "Always verify prerequisite conditions for each step in a sequence before execution. For instance, ensure that critical vehicle controls (e.g., brake pedal) are correctly engaged prior to starting the engine to prevent cascading failures.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:22", "modified_time": "2025-08-15 17:04:22", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:22", "modified_time": "2025-08-15 17:04:22", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "bf265d2f6fba4728ba818fb483d77c75", "experience_type": "text", "when_to_use": "When handling user inputs or requests involving real-world locations or entities that may not exist or could be ambiguous.", "content": "Validate the existence or correctness of user-provided location names before proceeding with dependent operations, such as distance estimation, to avoid invalid function calls or misleading results.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:22", "modified_time": "2025-08-15 17:04:22", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:22", "modified_time": "2025-08-15 17:04:22", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "f63f788e27224e3e9b73e07870d0df7f", "experience_type": "text", "when_to_use": "When the user needs to verify their identity before proceeding with a task that requires authentication.", "content": "The sequence started by using the 'verify_traveler_information' function to authenticate the user's details (name, date of birth, passport number). This ensured that subsequent steps were performed on verified information, which is crucial for actions like booking flights or managing financial transactions. The success here was due to correctly formatting the input data and ensuring all required parameters were supplied accurately.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:12", "modified_time": "2025-08-15 17:04:12", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:12", "modified_time": "2025-08-15 17:04:12", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "5ed43a6e37534a5cb46edcf5e0ec2b96", "experience_type": "text", "when_to_use": "When needing to extract and process data from files for mathematical operations like averages or standard deviations.", "content": "The higher-scoring approach effectively utilized the 'cat' function to retrieve file contents and then parsed the scores directly, enabling seamless use of the Math API functions ('mean' and 'standard_deviation'). This eliminated ambiguity around file structure and allowed accurate calculations. In contrast, the lower-scoring approach struggled with extracting and processing the data due to an over-reliance on indirect tools like 'wc' and 'grep', which were insufficient for parsing structured content.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:49", "modified_time": "2025-08-15 17:04:49", "extra_info": {"author": "", "created_time": "2025-08-15 17:04:49", "modified_time": "2025-08-15 17:04:49", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "36422b9a6511469f94c857d0853047aa", "experience_type": "text", "when_to_use": "When the user needs to locate a file with partial information about its name or contents.", "content": "The agent successfully used the 'find' function with a partial name ('student') and the current directory path ('.') to identify files matching the given substring. This approach is effective when the exact filename is unknown but some identifiable keyword (e.g., 'student') is available. The use of a broad search term ensures that all potential matches are captured, allowing the user to confirm the correct file.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:04:50", "modified_time": "2025-08-15 17:04:50", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:04:50", "modified_time": "2025-08-15 17:04:50", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e0560cfa63584b2ba730e6e166aa6842", "experience_type": "text", "when_to_use": "When the user needs to compute a value (e.g., distance) but lacks intermediate data (e.g., zipcodes), and tools exist to retrieve the missing data.", "content": "The agent successfully identified that the 'estimate_distance' function required zipcodes, which were not directly provided by the user. It first used the 'get_zipcode_based_on_city' function to retrieve the necessary zipcodes for both cities before calculating the distance. This step pattern of identifying missing prerequisites, retrieving them with appropriate tools, and then proceeding with the main computation is highly effective in scenarios where inputs are incomplete or implicit.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:09", "modified_time": "2025-08-15 17:05:09", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:09", "modified_time": "2025-08-15 17:05:09", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "cef0c2b2e4bf44c1ba1dc2ecc227123a", "experience_type": "text", "when_to_use": "When the user wants to post content on social media with specific tags and later amplify its reach through retweeting.", "content": "The agent efficiently handled the user's request to post a tweet by correctly formatting the content and tags using the 'post_tweet' function. After confirming the tweet was posted, it proceeded to retweet the same content using the 'retweet' function to increase visibility. This sequential use of posting and retweeting ensures maximum engagement and is a reusable pattern for social media interactions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:09", "modified_time": "2025-08-15 17:05:09", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:09", "modified_time": "2025-08-15 17:05:09", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "1d741b20a4384e4facee5d8837386bdc", "experience_type": "text", "when_to_use": "When the user requests information that cannot be directly retrieved using available tools, such as market trends or status.", "content": "If a function to retrieve specific data (e.g., market status) is unavailable, clearly communicate the limitation to the user and propose alternative actions based on accessible data (e.g., inferring market open/closed status from the current time).", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "f42084b8214e40279e2fafb354067ebc", "experience_type": "text", "when_to_use": "When handling support ticket creation for user-reported issues.", "content": "Always validate the response after creating a support ticket, especially if unexpected values like placeholder IDs (e.g., ID '0') are returned, as these could indicate underlying system errors or misconfigurations.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "3f8edca57ced41a8bee91ae523e0f1d3", "experience_type": "text", "when_to_use": "When executing multi-step workflows involving order placement and cancellation.", "content": "Ensure that all steps in a workflow align with the user’s intent, and confirm the final state of critical actions (e.g., cancellation) to avoid ambiguity or unintended outcomes.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:07", "modified_time": "2025-08-15 17:05:07", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "95c5b1bef3f941a0a6db452c5a294bee", "experience_type": "text", "when_to_use": "When a task requires user-provided credentials for API authentication but none are provided.", "content": "Always confirm the availability of required parameters (such as login credentials) before proceeding with dependent tasks. If missing, prompt the user clearly and pause further actions until they are supplied.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:12", "modified_time": "2025-08-15 17:05:12", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:12", "modified_time": "2025-08-15 17:05:12", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "36e076402b4f4da6aed30c9af9c2c91a", "experience_type": "text", "when_to_use": "When executing multi-step sequences involving vehicle systems with interdependent prerequisites (e.g., locking doors before starting the engine).", "content": "Ensure all prerequisite conditions are explicitly checked and fulfilled prior to attempting subsequent steps. Failure to address dependencies can lead to repeated errors and incomplete workflows.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:12", "modified_time": "2025-08-15 17:05:12", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:12", "modified_time": "2025-08-15 17:05:12", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "82de74bfbe704859a7bb9bf5a6691d51", "experience_type": "text", "when_to_use": "When amplifying content on social media platforms after an initial post has been made.", "content": "The agent efficiently used retweet and comment functions to increase the visibility of the user’s original tweet. By leveraging existing platform functionalities, it enhanced engagement while maintaining relevance to the user's intent.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:21", "modified_time": "2025-08-15 17:05:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:21", "modified_time": "2025-08-15 17:05:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "1f1aa1165900467fa0e64cfb171e9173", "experience_type": "text", "when_to_use": "When the user needs to perform a sequence of actions dependent on prior dynamic data retrieval (e.g., obtaining current time before executing a subsequent action).", "content": "The agent first retrieved the current time using 'get_current_time', then used the result as input for 'update_market_status'. This ensured that the market status was updated accurately based on real-time information. The step pattern works because it sequentially handles dependencies, ensuring each required piece of data is obtained before proceeding to the next action.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:43", "modified_time": "2025-08-15 17:05:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:43", "modified_time": "2025-08-15 17:05:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8216a61d4a9d42118876400499cceb4e", "experience_type": "text", "when_to_use": "When placing a trade order after evaluating market conditions.", "content": "The assistant correctly identified the required parameters for the 'place_order' function (order type, symbol, price, amount) and executed it seamlessly. By validating inputs such as ensuring the price is a float and amount an integer, the assistant minimized errors and ensured compliance with API specifications. This approach demonstrates effective parameter handling and clear communication of outcomes.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:43", "modified_time": "2025-08-15 17:05:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:43", "modified_time": "2025-08-15 17:05:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "54f5987424ad44dba869002d957b3f58", "experience_type": "text", "when_to_use": "When the user requests detailed information about a stock, including its symbol and recent market activity.", "content": "The agent first used 'get_symbol_by_name' to retrieve the stock symbol based on the company name. Once the symbol was obtained, it called 'get_stock_info' to gather key metrics like price, volume, and moving averages. This sequential approach ensures accurate and relevant data is provided to the user in a structured manner.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:53", "modified_time": "2025-08-15 17:05:53", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:53", "modified_time": "2025-08-15 17:05:53", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "13ac24f0918f4709bd4a3bfd9a3cb61e", "experience_type": "text", "when_to_use": "When the user seeks an account overview, including balance and linked payment details.", "content": "The agent utilized 'get_account_info' to fetch the user’s account balance and linked card number. It then presented the information in a clear and concise format, redacting sensitive card details for security while ensuring the user had all necessary information.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:53", "modified_time": "2025-08-15 17:05:53", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:53", "modified_time": "2025-08-15 17:05:53", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9e4b46336c064218be2e6e78308f4e06", "experience_type": "text", "when_to_use": "When handling order placement and subsequent cancellation based on user reassessment.", "content": "The assistant demonstrated adaptability by first placing an order using 'place_order', then confirming its status via 'get_order_details'. When the user decided to cancel, the 'cancel_order' function was promptly invoked. This seamless transition between order lifecycle stages (placement → confirmation → cancellation) ensured alignment with the user’s evolving intent while maintaining transparency throughout.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:59", "modified_time": "2025-08-15 17:05:59", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:05:59", "modified_time": "2025-08-15 17:05:59", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "519cd6f5c2264b0facc87c5797293434", "experience_type": "text", "when_to_use": "When attempting to list files and directories, especially hidden ones, ensure the correct function parameters are used.", "content": "The 'ls' function with the 'a' parameter should reliably show all files and directories. If results seem incomplete, verify current directory context or try alternative functions like 'find'.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:03", "modified_time": "2025-08-15 17:06:03", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:03", "modified_time": "2025-08-15 17:06:03", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c292e3583e1b4710a6b7cb3071a8fe8c", "experience_type": "text", "when_to_use": "When copying or moving files between directories, confirm both source and destination paths are valid and accessible.", "content": "Failure to copy or move files often stems from invalid paths or missing directories. Always verify directory existence using 'ls' or 'find', and navigate appropriately using 'cd' if needed.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:03", "modified_time": "2025-08-15 17:06:03", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:03", "modified_time": "2025-08-15 17:06:03", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "238735561197495890adddbc7a99e838", "experience_type": "text", "when_to_use": "When sending a message to a user after ensuring the sender is logged in.", "content": "The agent first used the 'message_login' function to log in as the sender (USR001) before sending the message to the recipient (USR002). This two-step process ensured the session was authenticated and ready for the message-sending operation. The decision to explicitly log in, even if the login status was not checked beforehand, ensured no assumptions were made about the session state.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:08", "modified_time": "2025-08-15 17:06:08", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:08", "modified_time": "2025-08-15 17:06:08", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7a09384a9f1c4fa99f5c6a822a22bd15", "experience_type": "text", "when_to_use": "When retrieving the last lines of a file to understand its conclusion or summary.", "content": "The agent used the 'tail' function with default parameters to retrieve the last 10 lines of a document ('Q4_summary.doc'). This approach worked effectively because the default behavior aligned with the user's request, providing sufficient context without requiring additional input. The agent's choice to rely on the default parameter demonstrated efficient use of the tool.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:08", "modified_time": "2025-08-15 17:06:08", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:08", "modified_time": "2025-08-15 17:06:08", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "4024c5d9d9684cad96158dcc603ca542", "experience_type": "text", "when_to_use": "When handling multi-step tasks involving file management and directory navigation.", "content": "The higher-scoring approach demonstrated better error handling and adaptability when encountering tool limitations, such as invalid paths or destination errors. By systematically navigating to the correct directory before executing commands like 'mkdir' or 'mv', it avoided repeated errors and ensured smoother task execution. Additionally, it clarified assumptions about directory structures and leveraged tools like 'cd' effectively to align with task requirements.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:58", "modified_time": "2025-08-15 17:05:58", "extra_info": {"author": "", "created_time": "2025-08-15 17:05:58", "modified_time": "2025-08-15 17:05:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7989332664704f85aff47eddcbe73a60", "experience_type": "text", "when_to_use": "When integrating social media actions into a workflow requiring authentication and content posting.", "content": "The higher-scoring approach maintained session consistency by authenticating once and reusing the authenticated session for subsequent actions like posting tweets and commenting. This minimized redundant authentication calls and ensured seamless execution of dependent tasks. In contrast, the lower-scoring sequence repeated steps unnecessarily, leading to inefficiencies and potential confusion.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:05:58", "modified_time": "2025-08-15 17:05:58", "extra_info": {"author": "", "created_time": "2025-08-15 17:05:58", "modified_time": "2025-08-15 17:05:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "5379887ac97c407eb62dd27ad0094b15", "experience_type": "text", "when_to_use": "When displaying and sorting file contents for review or analysis.", "content": "The agent first used 'cat' to display the file contents, followed by 'sort' to organize the data alphabetically. Even though the content was minimal, this ensured compliance with the request and demonstrated a structured approach to processing file data.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:06", "modified_time": "2025-08-15 17:06:06", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:06", "modified_time": "2025-08-15 17:06:06", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "dd8acfc0f3d0402b891fc279c1d94cbc", "experience_type": "text", "when_to_use": "When a multi-step process involves authentication or login requirements before executing subsequent actions.", "content": "Always verify and handle authentication prerequisites before attempting dependent actions. If an action fails due to lack of authentication, execute the login step first and then retry the intended action.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:27", "modified_time": "2025-08-15 17:06:27", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:27", "modified_time": "2025-08-15 17:06:27", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e69c0dd11e63490ba01b6a5948d97390", "experience_type": "text", "when_to_use": "When interpreting system-defined statuses (e.g., 'healthy_tire_pressure') that may conflict with user expectations or explicit thresholds.", "content": "Cross-check system-reported statuses with user-defined thresholds or expectations. Even if a system indicates a component is functioning correctly, consider user-specified parameters to ensure safety and satisfaction.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:27", "modified_time": "2025-08-15 17:06:27", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:27", "modified_time": "2025-08-15 17:06:27", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "efc02f81110644f0b4e7b676aced12cc", "experience_type": "text", "when_to_use": "When managing multi-step operations involving vehicle control systems, ensure all prerequisites (like locking doors) are addressed before proceeding to dependent actions such as starting the engine.", "content": "Failure often occurs when sequential dependencies in task execution are overlooked. Always confirm that prior conditions are satisfied before advancing to the next step.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:37", "modified_time": "2025-08-15 17:06:37", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:37", "modified_time": "2025-08-15 17:06:37", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "446bc3ccdb4c4320a10dc4c59a8a0f8b", "experience_type": "text", "when_to_use": "When the user needs to start the engine but encounters safety-related prerequisites such as locked doors or pressed brake pedals.", "content": "The agent successfully navigated multiple system constraints by first ensuring all doors were locked and then pressing the brake pedal before attempting to start the engine. This sequential handling of preconditions (door locking followed by brake engagement) ensured compliance with vehicle safety protocols, leading to a successful engine start.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "327a3841ec074199a84275e25660c86f", "experience_type": "text", "when_to_use": "When searching for a specific file in a directory and its subdirectories, but the exact filename is uncertain.", "content": "The sequence involved using the 'find' function multiple times with variations of the target filename (e.g., case adjustments, partial names). This iterative approach helped narrow down potential matches despite initial failures. Eventually, listing directory contents with 'ls -a' revealed the correct file ('test_report.docx'), which was then accessed using 'cat'. This highlights the importance of verifying directory contents when searches fail and being flexible with naming conventions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9b961011ef304514806760d79db23570", "experience_type": "text", "when_to_use": "When dispatching a formatted message to a new contact while maintaining a record of all sent communications.", "content": "The process began by adding the recipient's contact using 'add_contact', followed by retrieving their user ID via 'get_user_id'. The message was then dispatched using 'send_message' in the specified format. Finally, 'view_messages_sent' provided a comprehensive list of all prior communications. This structured workflow ensures no steps are missed and maintains transparency about sent messages.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:45", "modified_time": "2025-08-15 17:06:45", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "a8fc3943d34042d39d731370d6dd0992", "experience_type": "text", "when_to_use": "When handling requests involving multiple sequential operations where intermediate steps might introduce ambiguity.", "content": "Break down complex tasks into smaller, verifiable steps, confirming each action's success before proceeding to the next to prevent cascading errors from unverified assumptions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:06:50", "modified_time": "2025-08-15 17:06:50", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:06:50", "modified_time": "2025-08-15 17:06:50", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7598925446444617acf2ecde5b835b21", "experience_type": "text", "when_to_use": "When handling multi-step tasks requiring sequential tool usage, especially where prerequisites must be met before proceeding.", "content": "Always verify and address potential blockers or prerequisites (e.g., locked doors before starting an engine) before initiating a dependent action to avoid unnecessary errors and retries.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:19", "modified_time": "2025-08-15 17:07:19", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:19", "modified_time": "2025-08-15 17:07:19", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e18f65555af041fe9d4d8edef83555fc", "experience_type": "text", "when_to_use": "When the task involves interpreting ambiguous user instructions and executing precise function calls.", "content": "The higher-scoring approach demonstrated a more methodical breakdown of the user's request, resolving ambiguities by systematically listing directory contents and confirming file names before proceeding. This ensured accurate execution of subsequent steps, such as calculating character counts and updating ticket priorities. The lower-scoring approach, while similar in tool usage, failed to fully resolve ambiguities (e.g., misinterpreting 'all text file with test'), leading to incomplete or incorrect assumptions that impacted overall performance.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:27", "modified_time": "2025-08-15 17:07:27", "extra_info": {"author": "", "created_time": "2025-08-15 17:07:27", "modified_time": "2025-08-15 17:07:27", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ddd6bf1bf5e84ccea1bbf9a6e7681adf", "experience_type": "text", "when_to_use": "When performing conditional actions based on intermediate results (e.g., setting priority based on file properties).", "content": "Ensure all relevant conditions are checked comprehensively before making a final decision. For example, verify all specified files in the directory rather than stopping at the first one.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:28", "modified_time": "2025-08-15 17:07:28", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:28", "modified_time": "2025-08-15 17:07:28", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8f38ffc43dc64b31be80cf0550173647", "experience_type": "text", "when_to_use": "When encountering persistent errors despite using the correct function parameters as per documentation.", "content": "If a documented required parameter causes repeated execution failures, verify if there's a mismatch between the API documentation and its actual implementation. Consider testing alternative parameter names or consulting updated resources to resolve discrepancies.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:40", "modified_time": "2025-08-15 17:07:40", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:40", "modified_time": "2025-08-15 17:07:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9c1de1f897aa4d7f8d6e36fb9e361e0f", "experience_type": "text", "when_to_use": "When communicating results back to users after completing tasks.", "content": "Always confirm task completion by summarizing key outcomes in a clear and user-friendly manner. Include relevant identifiers (e.g., message IDs, booking references) for traceability and offer options for next steps.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:40", "modified_time": "2025-08-15 17:07:40", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:40", "modified_time": "2025-08-15 17:07:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "ed993a3827dd4b9ab15137d960ba7972", "experience_type": "text", "when_to_use": "When handling multi-step tasks involving user authentication followed by dependent actions like credit card registration and booking.", "content": "The assistant successfully authenticated the user, registered their credit card, retrieved flight cost, and booked a flight. The key was breaking the task into logical sub-steps: first authenticating, then registering the card to retrieve the card_id, calculating the flight cost, and finally proceeding with the booking. This sequential approach ensured all required parameters were available for subsequent steps.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "c85a4a2973d4414ea1668abd64a95568", "experience_type": "text", "when_to_use": "When handling multi-step tasks requiring sequential tool calls with dependencies between steps", "content": "The higher-scoring approach demonstrated superior planning and foresight by anticipating potential errors or prerequisites (e.g., locking doors, pressing the brake pedal) before executing critical actions like starting the engine. This proactive identification of dependencies minimized backtracking and ensured smoother execution, leading to a more seamless user experience.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:32", "modified_time": "2025-08-15 17:07:32", "extra_info": {"author": "", "created_time": "2025-08-15 17:07:32", "modified_time": "2025-08-15 17:07:32", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "3e1497eabee44fbba4e83c01eca04a61", "experience_type": "text", "when_to_use": "When interpreting ambiguous user requests involving mathematical computations", "content": "The higher-scoring approach resolved ambiguity in the user’s logarithmic calculation request by carefully analyzing the phrasing and clarifying assumptions about parameters (e.g., distinguishing between 'base' and 'value'). This attention to detail ensured accurate results aligned with the user's intent, whereas the lower-scoring approach misinterpreted the base value, leading to incorrect outputs.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:32", "modified_time": "2025-08-15 17:07:32", "extra_info": {"author": "", "created_time": "2025-08-15 17:07:32", "modified_time": "2025-08-15 17:07:32", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9c19c336d3a64b1c979a074324a7f577", "experience_type": "text", "when_to_use": "When converting between units or working with values dependent on prior calculations (e.g., fuel levels, distances).", "content": "Ensure clarity about the required units at each step of a calculation. Use appropriate conversion tools if needed and confirm intermediate results align with expected formats before proceeding.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "2b2b1d0edb6f4af982a0d2a4bd4b73e5", "experience_type": "text", "when_to_use": "When user input references ambiguous or potentially invalid entities (e.g., city names like 'Rivermist').", "content": "Validate user-provided inputs early in the process by cross-referencing available data sources or functions. If ambiguity persists, seek clarification from the user before proceeding further.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:43", "modified_time": "2025-08-15 17:07:43", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "79b16d0fbb914bf988fbb12c301fd88f", "experience_type": "text", "when_to_use": "When the user needs to estimate costs for a specific travel itinerary and class, and potentially set a budget limit.", "content": "The agent first identified the relevant function (get_flight_cost) to retrieve airfare estimates using provided parameters like departure/arrival airports, date, and class. After obtaining the cost, it seamlessly transitioned to setting a budget limit when requested, utilizing the set_budget_limit function with the access token and budget amount provided by the user. This step pattern ensures both cost estimation and financial planning are handled efficiently in sequence.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:07:52", "modified_time": "2025-08-15 17:07:52", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:07:52", "modified_time": "2025-08-15 17:07:52", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "a6edb0c694b2451cbd74c03d1cfeecec", "experience_type": "text", "when_to_use": "When the task involves navigating to a specific directory and identifying files based on alphabetical order or other criteria.", "content": "The agent successfully navigated to the target directory using 'cd', listed its contents with 'ls', identified the alphabetically first file by reasoning over the output, and then used 'tail' to retrieve the last line. This sequence demonstrates effective use of file system tools ('cd', 'ls', 'tail') combined with logical reasoning to meet the user's request accurately.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:11", "modified_time": "2025-08-15 17:08:11", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:11", "modified_time": "2025-08-15 17:08:11", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8bba8238f9ec4154aa92cb5a6f4b71de", "experience_type": "text", "when_to_use": "When needing to create and populate a file with specific content in one step.", "content": "The 'echo' function was effectively used to both create the file and insert specified content in one action. This avoided unnecessary intermediate steps like using 'touch' followed by another command to write content, streamlining the process and ensuring accuracy.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "d20a0848e1684583b245ce8ef2717b9f", "experience_type": "text", "when_to_use": "When resolving a ticket without additional resolution details.", "content": "The 'resolve_ticket' function was called with an empty resolution string, successfully marking the ticket as resolved per user request. This demonstrated effective use of optional parameters to meet specific user requirements while maintaining system integrity.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "4fad007a3d274399bbd9cb7bac996534", "experience_type": "text", "when_to_use": "When querying human-readable disk usage for the current directory.", "content": "The 'du' function was utilized with the 'human_readable' parameter set to True, providing the disk usage in a user-friendly format (e.g., bytes, KB, MB). This approach ensured clarity and alignment with user expectations for readability.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:21", "modified_time": "2025-08-15 17:08:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "797b32611fb14206887dad5907e472df", "experience_type": "text", "when_to_use": "When interpreting tool responses such as 'None' or minimal feedback, validate assumptions through follow-up actions or clarifications before concluding success.", "content": "Silent or non-descriptive outputs like 'None' may indicate successful execution but should be cross-checked via secondary methods (e.g., checking file existence with 'cat') to avoid false positives.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:29", "modified_time": "2025-08-15 17:08:29", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:29", "modified_time": "2025-08-15 17:08:29", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8fc03f05d73e4784bffb455fb50d5648", "experience_type": "text", "when_to_use": "When handling multi-step processes requiring user authentication before executing critical functions (e.g., creating tickets, placing orders).", "content": "Always verify if the user is authenticated before attempting to execute actions that require login credentials. If not authenticated, prioritize logging in before proceeding with the intended task.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:23", "modified_time": "2025-08-15 17:08:23", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:23", "modified_time": "2025-08-15 17:08:23", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e21716ec262c43abbb2b87a3e5a89a19", "experience_type": "text", "when_to_use": "When presenting financial or transaction-related data to users.", "content": "The higher-scoring approach provided more precise and well-structured responses when summarizing account balances and trade details. By including clear breakdowns (e.g., total cost calculations) and offering additional options for further actions, it enhanced clarity and user satisfaction compared to the lower-scoring sequence, which lacked such refinements and appeared less polished.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:25", "modified_time": "2025-08-15 17:08:25", "extra_info": {"author": "", "created_time": "2025-08-15 17:08:25", "modified_time": "2025-08-15 17:08:25", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "291610dd83f64c2a9b6318c05b61d476", "experience_type": "text", "when_to_use": "When the user provides ambiguous or conflicting instructions regarding data formatting (e.g., using pipes vs. commas in CSV files).", "content": "Always clarify with the user when there is a potential mismatch between their instructions and standard formats, especially when they mention specific file types like CSV. Proceeding without confirmation may lead to unintended results.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:36", "modified_time": "2025-08-15 17:08:36", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:36", "modified_time": "2025-08-15 17:08:36", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "52b78105c6c04867b31e1c239eb0ef03", "experience_type": "text", "when_to_use": "When calculating statistics on numerical data extracted from text files where field separators may affect word/character counts.", "content": "Ensure that tools like 'wc' correctly interpret delimiters and whitespace when performing metrics calculations; discrepancies in expected vs. actual counts may arise due to unexpected tokenization logic.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:36", "modified_time": "2025-08-15 17:08:36", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:36", "modified_time": "2025-08-15 17:08:36", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "b8aba7cde79340388ce406a475303b3e", "experience_type": "text", "when_to_use": "When the user requests to add a stock to their watchlist and then seeks an updated breakdown of the watchlist contents.", "content": "The agent first called 'add_to_watchlist' with the correct stock symbol (AAPL), followed by 'get_watchlist' to retrieve the complete list. This ensured the requested stock was successfully added before providing the detailed watchlist update, creating a seamless user experience.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:08:51", "modified_time": "2025-08-15 17:08:51", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:08:51", "modified_time": "2025-08-15 17:08:51", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "7af67b0daf0e451baba5e67b850256fc", "experience_type": "text", "when_to_use": "When determining the current status of an external system (e.g., stock market) before making decisions.", "content": "The agent first retrieved the current time using 'get_current_time', then used that information in 'update_market_status' to determine if the market was open or closed. This two-step approach ensures accurate, real-time decision-making based on dynamic conditions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:05", "modified_time": "2025-08-15 17:09:05", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:05", "modified_time": "2025-08-15 17:09:05", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "e2d2affa779045beacc6fd326faced75", "experience_type": "text", "when_to_use": "When updating account funds for future transactions.", "content": "The agent efficiently handled a funding request by calling 'fund_account' with the specified amount. This direct approach avoids unnecessary steps, ensuring quick updates while maintaining clarity about the new balance.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:05", "modified_time": "2025-08-15 17:09:05", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:05", "modified_time": "2025-08-15 17:09:05", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "888b3b323a704f359edfce2707b3f087", "experience_type": "text", "when_to_use": "When executing multi-step actions where dependencies exist between steps (e.g., locking doors before starting the engine).", "content": "Always verify that dependent conditions are fully satisfied in the system's state before proceeding to the next step. Intermediate checks can help detect and resolve discrepancies early.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:11", "modified_time": "2025-08-15 17:09:11", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:11", "modified_time": "2025-08-15 17:09:11", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "09668f27b2c944409cd331ea9fe40c11", "experience_type": "text", "when_to_use": "When a user requests to remove an item from their watchlist or perform similar list management tasks.", "content": "The assistant correctly identified the first stock on the user's watchlist and executed the 'remove_stock_from_watchlist' function with the appropriate symbol. This step pattern demonstrates clear understanding of the request, accurate identification of the relevant item (first stock), and proper use of the tool to execute the action successfully.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:17", "modified_time": "2025-08-15 17:09:17", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:17", "modified_time": "2025-08-15 17:09:17", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "df198a3801044882ad9cc3e351e7aa1f", "experience_type": "text", "when_to_use": "When addressing multi-step user requests involving vehicle operations that depend on sequential preconditions (e.g., locking doors before starting the engine).", "content": "The higher-scoring approach demonstrated a more thorough understanding of dependencies between actions, such as ensuring all conditions like door locks and brake pedal engagement were met before retrying to start the engine. This reflects a proactive handling of potential errors, reducing back-and-forth interactions and improving efficiency.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:28", "modified_time": "2025-08-15 17:09:28", "extra_info": {"author": "", "created_time": "2025-08-15 17:09:28", "modified_time": "2025-08-15 17:09:28", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "242e23e4372645988173dd15981380de", "experience_type": "text", "when_to_use": "When performing unit conversions or calculations as part of a task.", "content": "Double-check all unit conversions and ensure proper rounding, especially when interfacing with systems that require specific precision (e.g., converting liters to gallons for fuel input).", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:30", "modified_time": "2025-08-15 17:09:30", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:30", "modified_time": "2025-08-15 17:09:30", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "5956156a5ba440fbbb68bfd7addad6d0", "experience_type": "text", "when_to_use": "When the user requests an operation that requires a missing dynamic input (e.g., current time, stock symbol) to execute a specific function.", "content": "The assistant first identified that the required parameter for updating the market status (current_time_str) was missing. It then proactively retrieved the necessary information by calling the get_current_time function, ensuring all prerequisites were met before proceeding with the update_market_status function. This two-step reasoning pattern ensures completeness in task execution and avoids premature or incomplete actions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:57", "modified_time": "2025-08-15 17:09:57", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:57", "modified_time": "2025-08-15 17:09:57", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "0c4b76e887154c91a5857de712011400", "experience_type": "text", "when_to_use": "When copying and renaming files across directories, especially when the destination directory's existence is uncertain.", "content": "Always verify the existence of target directories before attempting file operations that depend on them. If tools do not support path-based operations, split tasks into smaller verified steps (e.g., check directory, then proceed).", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:53", "modified_time": "2025-08-15 17:09:53", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:53", "modified_time": "2025-08-15 17:09:53", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "28eed51623134e11ba7f78beb575ea7a", "experience_type": "text", "when_to_use": "When searching for specific patterns in files using case-sensitive tools like 'grep'.", "content": "Always confirm the exact case and spelling of search terms when using pattern-matching tools. If no matches are found, consider checking for alternate cases or verifying the file's contents to ensure the term exists as expected.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:00", "modified_time": "2025-08-15 17:10:00", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:00", "modified_time": "2025-08-15 17:10:00", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "d3880202d0d3490fa9a7a3a64a11b6e9", "experience_type": "text", "when_to_use": "When the user requests to buy stocks at the current market price but the trading system requires an explicit price for order placement.", "content": "The agent first used 'get_stock_info' to retrieve the latest stock price and then utilized this information in the 'place_order' function. This two-step sequence ensures compliance with system requirements while meeting the user's intent of buying at the current market rate. The approach is effective because it dynamically adapts to real-time data, ensuring accuracy and alignment with the user's request.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:57", "modified_time": "2025-08-15 17:09:57", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:57", "modified_time": "2025-08-15 17:09:57", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8c09fee696f64bd2946713e0fa0d9a6a", "experience_type": "text", "when_to_use": "When a user requests immediate status updates or actions on a process involving asynchronous or pending states (e.g., order status).", "content": "Provide clear communication about the current state of the process and set accurate expectations regarding potential delays or intermediate states such as 'Pending' or 'Open'. Avoid implying completion unless explicitly confirmed by the system.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:09:59", "modified_time": "2025-08-15 17:09:59", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:09:59", "modified_time": "2025-08-15 17:09:59", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "8c902f077e3145e39852e018a065f162", "experience_type": "text", "when_to_use": "When the user requests to modify their watchlist (add or remove stocks).", "content": "The assistant successfully identified the relevant function (get_watchlist, remove_stock_from_watchlist) based on the user query and executed it with appropriate parameters. Confirming the action's success with a clear, friendly response enhanced user satisfaction.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:21", "modified_time": "2025-08-15 17:10:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:21", "modified_time": "2025-08-15 17:10:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "fb4b5365f9814245854b1c15c2cea464", "experience_type": "text", "when_to_use": "When the user asks for details of a specific or most recent order.", "content": "By leveraging conversation history to infer the most recent order_id, the assistant called get_order_details effectively. Providing structured and clear feedback ensured transparency and improved the user’s understanding of their order status.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:21", "modified_time": "2025-08-15 17:10:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:21", "modified_time": "2025-08-15 17:10:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "529e7e4f7cba439d86ed13100447ad7a", "experience_type": "text", "when_to_use": "When the user refers to an entity (e.g., booking ID, insurance ID) but doesn't explicitly provide it, and system calls fail due to missing or incorrect identifiers.", "content": "Always verify and confirm critical parameters like IDs with the user before making system calls. If the parameter is ambiguous or missing, prompt for clarification rather than assuming placeholders.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:42", "modified_time": "2025-08-15 17:10:42", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:42", "modified_time": "2025-08-15 17:10:42", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "3c40ae10e49e4967acdd0d269a4d9095", "experience_type": "text", "when_to_use": "When handling file operations that involve both moving and renaming, especially with directory constraints.", "content": "Understand the limitations of tools when performing multi-step operations like moving and renaming files. If a tool cannot handle paths in its parameters, split the task into discrete steps: first rename, then move.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9f19e75d95784281b078c061e2587804", "experience_type": "text", "when_to_use": "When interacting with systems requiring precise identifiers (e.g., ticket IDs) for data retrieval or updates.", "content": "Validate identifier inputs early in the process and confirm their existence before proceeding with dependent actions. This minimizes wasted steps and ensures smoother execution.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "363add6b35754f12879e44854af75ae7", "experience_type": "text", "when_to_use": "When attempting to access or manipulate files in subdirectories without explicit path support in the toolset.", "content": "Always confirm the current working directory and ensure all required files are present in that directory before executing file operations. If files are located in different directories, navigate to the correct directory first or move/copy files as needed.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:38", "modified_time": "2025-08-15 17:10:38", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:38", "modified_time": "2025-08-15 17:10:38", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "6687a77b2cb54fb7a6a020a130b815d1", "experience_type": "text", "when_to_use": "When performing multi-step tasks requiring authentication followed by action (e.g., posting on social media).", "content": "The higher-scoring sequence efficiently handled dependent actions by first authenticating the user and then proceeding with the intended task without interruption. This sequential logic minimized redundant tool calls and ensured all prerequisites were met before executing the main operation, resulting in a streamlined workflow and improved overall task completion rate.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": {"author": "", "created_time": "2025-08-15 17:10:40", "modified_time": "2025-08-15 17:10:40", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "9c95a46b5a4e4a2ba0c9f787cb576009", "experience_type": "text", "when_to_use": "When handling multi-step user requests that require sequential tool calls.", "content": "Ensure that intermediate results from tools are evaluated against the user's specific conditions before proceeding to subsequent actions. Failure to properly assess whether a condition is met (e.g., tire pressure threshold) can lead to incorrect recommendations or missed steps.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:06", "modified_time": "2025-08-15 17:11:06", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:06", "modified_time": "2025-08-15 17:11:06", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "078da71a04e446438e8f65eef902c985", "experience_type": "text", "when_to_use": "When integrating optional parameters such as tags or mentions in API calls for social media posting.", "content": "Explicitly validate and structure optional parameters (like tags) according to API requirements, ensuring correct formatting and inclusion even when not strictly required.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:10:58", "modified_time": "2025-08-15 17:10:58", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:10:58", "modified_time": "2025-08-15 17:10:58", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "5bd9b8eeda3643419bbc9668e0fcf72c", "experience_type": "text", "when_to_use": "When handling file operations where the file location or existence is ambiguous.", "content": "Always verify the existence and correct path of a file before performing operations on it, especially when the user's request implies uncertainty about its location ('somewhere inside the file system').", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:22", "modified_time": "2025-08-15 17:11:22", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:22", "modified_time": "2025-08-15 17:11:22", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "2b4a68df3c4f4ad09de20b7da750b8aa", "experience_type": "text", "when_to_use": "When numeric data extracted from files needs further processing (e.g., calculating mean).", "content": "Ensure that data read from files is correctly parsed into the appropriate format (e.g., converting strings to numbers) before passing it to mathematical functions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:22", "modified_time": "2025-08-15 17:11:22", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:22", "modified_time": "2025-08-15 17:11:22", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "473c2a938d7d45748acd5ebb1dd42127", "experience_type": "text", "when_to_use": "When handling multi-step user requests involving financial transactions, such as placing orders or managing balances.", "content": "Always validate whether sufficient funds or resources are available before attempting to execute a transaction. If constraints prevent execution, explicitly inform the user and provide alternative actions.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:21", "modified_time": "2025-08-15 17:11:21", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:21", "modified_time": "2025-08-15 17:11:21", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "f65a12b21ea7499c89be51076540e9c1", "experience_type": "text", "when_to_use": "When handling complex multi-step tasks requiring sequential tool calls with potential parameter mismatches or errors.", "content": "The higher-scoring approach demonstrated superior error handling and adaptability by systematically validating tool parameters against documentation, experimenting with alternative inputs (e.g., replacing 'travel_cost' with 'cost'), and omitting problematic parameters only after confirming their redundancy. This method avoided premature assumptions and ensured smoother task progression despite API inconsistencies.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:20", "modified_time": "2025-08-15 17:11:20", "extra_info": {"author": "", "created_time": "2025-08-15 17:11:20", "modified_time": "2025-08-15 17:11:20", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "df18ad54214a43658d7ee9a26b450072", "experience_type": "text", "when_to_use": "When compiling and presenting comprehensive summaries of communications or actions taken during a workflow.", "content": "The higher-scoring approach meticulously tracked all interactions, explicitly linked messages to specific contexts (e.g., flight issue), and clarified ambiguities in sender IDs or message relevance. This level of detail-oriented reporting enhanced clarity and alignment with user expectations, whereas the lower-scoring approach included unrelated data without sufficient filtering or contextualization.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:20", "modified_time": "2025-08-15 17:11:20", "extra_info": {"author": "", "created_time": "2025-08-15 17:11:20", "modified_time": "2025-08-15 17:11:20", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "2b7c3cda426648d7adfc998c6cb5adf6", "experience_type": "text", "when_to_use": "When handling requests that involve capacity-based systems (e.g., fuel tanks, batteries), ensure the system doesn't exceed its maximum limit.", "content": "Always verify current levels before attempting to fill or charge a system to avoid exceeding capacity errors. If no direct tool exists to check current levels, inform the user of potential limitations and guide them on how to proceed safely.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:52", "modified_time": "2025-08-15 17:11:52", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:52", "modified_time": "2025-08-15 17:11:52", "extra_info": null}}}
|
||||
{"workspace_id": "bfcl_train50_extract_compare_validate", "experience_id": "09d879a3d14043738a714acdbfad9dc1", "experience_type": "text", "when_to_use": "When the user requests social media updates following successful completion of preparatory tasks.", "content": "After completing all preparatory steps for the road trip, the assistant seamlessly transitioned to posting a celebratory tweet. This not only fulfilled the user’s request but also added a personal touch to conclude the interaction positively. The use of relevant hashtags enhanced visibility and engagement on social media.", "score": null, "metadata": {"author": "qwen3-8b", "created_time": "2025-08-15 17:11:53", "modified_time": "2025-08-15 17:11:53", "extra_info": {"author": "qwen-max-2025-01-25", "created_time": "2025-08-15 17:11:53", "modified_time": "2025-08-15 17:11:53", "extra_info": null}}}
|
||||
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Reference in a new issue