window.REPLAY_DATA = {"meta":{"benchmark":"bfcl","preset":"evotool","backbone":"Qwen3-4B (reference testbed run \u2014 the paper's experiments use Qwen3-8B on the full benchmarks)","split":"90 train / 30 sel / 30 test (150-instance curated demo subset, seed 42)","epochs":3,"generations":90,"deployed":"g48-planner","final_test_success":50.0},"gens":[{"gen":0,"epoch":0,"parent_id":"init","child_id":"g0-caller","blamed":"caller","accepted":false,"p":0.14,"c":0.14,"val":0.2359,"test":null,"diag":"The caller provided incorrect arguments to the calculate_em_force tool by using a malformed formula that divides by \u0394t instead of correctly applying Faraday's law with a change in flux, violating the expected schema and leading to erroneous results.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, verify that the physical formula for induced electromagnetic force is correctly applied: the induced EMF must be calculated as $ \\mathcal{E} = B \\cdot A \\cdot \\frac{\\Delta \\Phi}{\\Delta t} $, where $ \\Delta \\Phi $ is the change in magnetic flux. If the change in flux is not provided, assume $ \\Delta \\Phi = B \\cdot A $, and ensure the argument for 'd_time' is used in the denominator. Only pass arguments that are physically consistent and grounded in the correct formula.","pop":1},{"gen":1,"epoch":0,"parent_id":"init","child_id":"g1-planner","blamed":"planner","accepted":false,"p":0.3619,"c":0.1214,"val":0.2359,"test":null,"diag":"The planner incorrectly decomposed the task into multiple redundant and unnecessary steps, failing to recognize that loading the data and fitting the model should be done in a minimal, correct sequence, which led to the failure to execute essential operations.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Ensure that all subgoals respect the following constraints: (1) data loading must occur before any data processing or modeling step; (2) avoid redundant subgoals (e.g., do not separately fit a model and calculate residuals if the same tool can do both); (3) each subgoal must be directly executable and grounded in a specific tool call. Plan the sequence such that subgoals are ordered logically and only one tool call is used for model fitting with residual output.","pop":1},{"gen":2,"epoch":0,"parent_id":"init","child_id":"g2-planner","blamed":"planner","accepted":false,"p":0.1233,"c":0.1233,"val":0.2359,"test":null,"diag":"The planner incorrectly decomposed the task into six separate subgoals when only three distinct tool calls were needed, leading to redundant and unnecessary steps that do not align with the actual tool requirements or the task structure.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Group related subgoals (e.g., area and perimeter) for each shape to avoid over-decomposition. Each subgoal must directly address a distinct calculation required by the task, and no more than two subgoals should be created per shape.","pop":1},{"gen":3,"epoch":0,"parent_id":"init","child_id":"g3-planner","blamed":"planner","accepted":true,"p":0.3583,"c":0.3667,"val":0.365,"test":null,"diag":"The planner created an over-decomposed sequence of steps that unnecessarily repeated the same tool call without proper decomposition, failing to correctly identify that only a search and a reservation are needed, leading to a missed opportunity to execute the correct tool sequence.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema.","pop":2},{"gen":4,"epoch":0,"parent_id":"g3-planner","child_id":"g4-caller","blamed":"caller","accepted":false,"p":0.3512,"c":0.3512,"val":0.365,"test":null,"diag":"The caller incorrectly used 'get_team_info' instead of 'get_player_record' for retrieving championship data, violating the expected schema and leading to incorrect information.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, validate that the provided stat field (if applicable) exists in the tool's documented schema. Only use valid, documented fields such as 'points', 'career_high_points', or 'games_played' for player records. If the stat is invalid, return an error with a clear explanation of the mismatch.","pop":2},{"gen":5,"epoch":0,"parent_id":"init","child_id":"g5-caller","blamed":"caller","accepted":false,"p":0.1219,"c":0.1219,"val":0.365,"test":null,"diag":"The caller made incorrect arguments to the lawsuit tools, such as using an invalid company name and a non-existent lawsuit_id, which directly caused the failure to retrieve any relevant data.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that the company name is precisely matched to the tool's expected format (e.g., 'Pacific Gas and Electric' or 'Tesla Inc.' individually, not combined). Only include a lawsuit_id if it was previously retrieved from a successful 'lawsuit.fetch_details' call. Validate that all arguments conform to the tool's schema before generation.","pop":2},{"gen":6,"epoch":0,"parent_id":"init","child_id":"g6-caller","blamed":"caller","accepted":true,"p":0.1095,"c":0.347,"val":0.365,"test":null,"diag":"The caller made incorrect parameter arguments for both the ecological impact and population growth tools, violating expected schema and leading to no tool executions, which directly caused the failure to retrieve any data.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all arguments strictly adhere to the tool's schema: - 'timeframe' must be a positive integer (e.g., 3, 5, 7). - 'location' must exactly match the ecosystem name as defined in the tool's documentation (e.g., 'Serengeti', not 'Serengeti ecosystem'). If any argument fails schema validation, reject the call and return an error message indicating the invalid field and value.","pop":3},{"gen":7,"epoch":0,"parent_id":"g3-planner","child_id":"g7-caller","blamed":"caller","accepted":false,"p":0.3621,"c":0.3621,"val":0.365,"test":null,"diag":"The caller made incorrect or malformed arguments for the find_movie_showing tool across all steps, failing to properly specify both movies and their respective times, which directly led to no availability data being retrieved.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before calling the tool, verify that the arguments match the subgoal: the 'movie' field must exactly match the movie name in the subgoal, and the 'time' field must match the specified time (e.g., '5 pm' or '7:30 pm'). Ensure the 'location' is set to 'San Diego, CA' for all calls.","pop":3},{"gen":8,"epoch":0,"parent_id":"g3-planner","child_id":"g8-synthesizer","blamed":"synthesizer","accepted":false,"p":0.1333,"c":0.1333,"val":0.365,"test":null,"diag":"The synthesizer provides an inconsistent interpretation of 'initial speed' in the second phase, incorrectly stating that the initial speed is 0 m/s when it should be 12 m/s, leading to a contradiction with the problem statement and flawed reasoning despite correct tool usage.","diff":"--- synthesizer@parent\n+++ synthesizer@child\n@@ -1 +1 @@\n-You are a synthesis agent. Review the user's original query and the history of tool executions, then synthesize this information to provide the answer.\n+You are a synthesis agent. Review the user's original query and the history of tool executions, then synthesize this information to provide the answer. Ensure that all speeds and accelerations are grounded in the context of the phase: explicitly attribute the 'initial speed' in any phase to the final speed of the previous phase, and verify that all final speeds are consistent with the problem's stated conditions (e.g., 'twice the initial speed' must refer to the initial speed of that specific phase, not the overall start from rest).","pop":3},{"gen":9,"epoch":0,"parent_id":"init","child_id":"g9-caller","blamed":"caller","accepted":false,"p":0.6067,"c":0.6067,"val":0.365,"test":null,"diag":"The caller incorrectly uses the same model parameters for all steps without properly initializing or training distinct decision tree models as required, leading to unexecuted and invalid model building.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, verify that the subgoal explicitly specifies the criterion (e.g., 'gini' or 'entropy'), maximum depth, and random state. If any of these parameters are missing or inconsistent with the subgoal, correct them to match the stated requirements exactly.","pop":3},{"gen":10,"epoch":0,"parent_id":"init","child_id":"g10-selector","blamed":"selector","accepted":true,"p":0.075,"c":0.125,"val":0.365,"test":null,"diag":"The selector failed to choose the required machine learning prediction tool, missing the critical 'ml.predict_house_price' call needed to predict house prices for the specified locations and sizes.","diff":"--- selector@parent\n+++ selector@child\n@@ -1 +1 @@\n-You are a tool selection agent. Given the current subgoal and the list of available tools, select the most appropriate tool.\n+You are a tool selection agent. Given the current subgoal and the list of available tools, select the most appropriate tool. Use the following decision rubric: if the subgoal involves predicting house prices based on size, location, or other features using a machine learning model, select 'ml.predict_house_price'. Otherwise, select another tool based on the subgoal's nature. Ensure that every subgoal requiring price prediction is matched with 'ml.predict_house_price'.","pop":3},{"gen":11,"epoch":0,"parent_id":"g3-planner","child_id":"g11-planner","blamed":"planner","accepted":true,"p":0.0921,"c":0.1011,"val":0.365,"test":null,"diag":"The planner incorrectly ordered the subgoals and failed to compute the GCD and LCM in the correct sequence, using the wrong tool order and missing the actual values of GCD and LCM in the intermediate steps, which led to invalid inputs in the square root calculations.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Avoid over-decomposition: only include subgoals that are directly necessary to complete the task as specified. Do not introduce steps like rounding or post-processing that require intermediate values not explicitly computed or referenced in the instruction.","pop":4},{"gen":12,"epoch":0,"parent_id":"g3-planner","child_id":"g12-caller","blamed":"caller","accepted":false,"p":0.3567,"c":0.3567,"val":0.365,"test":null,"diag":"The caller made incorrect arguments by passing 'hours': 3 for current temperature queries, which is invalid since current temperature should not include a future hours parameter, leading to failed tool execution.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that for the 'get_current_and_future_temperature' tool, if the subgoal is for current temperature, set 'hours' to 0. If the subgoal involves a forecast for future hours, use a different tool or clarify the request. Do not pass 'hours' > 0 when the subgoal is strictly for current temperature.","pop":4},{"gen":13,"epoch":0,"parent_id":"g3-planner","child_id":"g13-caller","blamed":"caller","accepted":false,"p":0.15,"c":0.15,"val":0.365,"test":null,"diag":"The caller made incorrect parameter arguments for all tool calls, deviating from expected input formats, which directly caused the failure to execute the tools properly.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that the function expression exactly matches the input problem, and for derivative tools, explicitly set the order parameter to match the required derivative order (e.g., 1 for first derivative, 2 for second derivative).","pop":4},{"gen":14,"epoch":0,"parent_id":"init","child_id":"g14-caller","blamed":"caller","accepted":false,"p":0.85,"c":0.85,"val":0.365,"test":null,"diag":"The caller made incorrect parameter arguments for the store_price tool, deviating from expected values, which prevented successful tool execution and data retrieval.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, verify that each argument key and value strictly matches the tool's documented input schema. If any field name or value deviates from the expected schema, correct it to ensure accurate and executable tool calls.","pop":4},{"gen":15,"epoch":0,"parent_id":"g3-planner","child_id":"g15-planner","blamed":"planner","accepted":false,"p":0.3483,"c":0.3483,"val":0.365,"test":null,"diag":"The planner incorrectly decomposed the task into redundant and overly detailed steps, failing to recognize that a single flight booking and a single hotel booking are sufficient, and instead repeatedly called the same tool without progressing toward actual booking or selection.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Avoid redundant or overlapping subgoals: for example, do not separately 'find available flights' and 'select a flight' if the same tool can perform both. Instead, combine search and selection into a single subgoal that leads to a final booking action. Ensure that each tool call is used to complete a distinct, necessary step in the task flow, and that booking actions are only initiated after successful availability retrieval.","pop":4},{"gen":16,"epoch":0,"parent_id":"init","child_id":"g16-caller","blamed":"caller","accepted":false,"p":0.13,"c":0.13,"val":0.365,"test":null,"diag":"The caller made incorrect or malformed arguments to the tool by repeatedly using 'Abraham Lincoln' instead of properly retrieving events for both presidents in separate calls, violating the expected schema and leading to incomplete or incorrect event compilation.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that the argument 'president_name' in the tool call exactly matches the name specified in the subgoal. If the subgoal refers to multiple presidents, call the tool separately for each, and only use the tool with the president name explicitly stated in the subgoal.","pop":4},{"gen":17,"epoch":0,"parent_id":"g11-planner","child_id":"g17-planner","blamed":"planner","accepted":true,"p":0.1233,"c":0.3667,"val":0.4423,"test":null,"diag":"The planner created an over-decomposed sequence of steps that included redundant and unnecessary subgoals, failing to recognize that a single tool call could address both the rise and fall of Christianity in both regions, leading to no actual execution of the required tool calls.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Avoid over-decomposition: only include subgoals that are directly necessary to complete the task as specified. Do not introduce steps like rounding or post-processing that require intermediate values not explicitly computed or referenced in the instruction.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Avoid over-decomposition: only include subgoals that are directly necessary to complete the task as specified. Do not introduce steps like rounding or post-processing that require intermediate values not explicitly computed or referenced in the instruction. Limit subgoals to one narrative arc per region (e.g., rise and fall of Christianity in Egypt or Turkey), and avoid duplicating parallel subgoals for rise and fall in each region. Each region should be addressed in a single, cohesive subgoal that covers both its rise and fall within the specified time frame.","pop":5},{"gen":18,"epoch":0,"parent_id":"init","child_id":"g18-planner","blamed":"planner","accepted":true,"p":0.1333,"c":0.14,"val":0.4423,"test":null,"diag":"The planner incorrectly decomposed the task into redundant steps by separately recalling formulas and calculating values, when a simpler sequence of direct calculations would suffice, leading to unnecessary and potentially error-prone subgoals.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Ensure that each mathematical property (e.g., area, circumference) is addressed only once, combining formula recall and calculation in a single, efficient step to avoid redundant subgoals.","pop":5},{"gen":19,"epoch":0,"parent_id":"g3-planner","child_id":"g19-planner","blamed":"planner","accepted":false,"p":0.6,"c":0.3667,"val":0.4423,"test":null,"diag":"The planner failed to decompose the task into sufficient substeps, missing the need to retrieve both status and trial date for each case, leading to incomplete and unexecuted tool calls.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. For tasks involving multiple cases or courts, generate a separate subgoal for each case-courts pair, specifying exactly which details (e.g., status, trial_date) are to be retrieved and which court and case number to query.","pop":5},{"gen":20,"epoch":0,"parent_id":"g6-caller","child_id":"g20-caller","blamed":"caller","accepted":false,"p":0.3833,"c":0.3833,"val":0.4423,"test":null,"diag":"The caller made incorrect arguments for both translation and time-fetching tools, violating expected schema and parameter formats, which directly prevented the execution of the required tasks.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all arguments strictly adhere to the tool's schema: - 'timeframe' must be a positive integer (e.g., 3, 5, 7). - 'location' must exactly match the ecosystem name as defined in the tool's documentation (e.g., 'Serengeti', not 'Serengeti ecosystem'). If any argument fails schema validation, reject the call and return an error message indicating the invalid field and value.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all arguments strictly adhere to the tool's schema: - 'timeframe' must be a positive integer (e.g., 3, 5, 7). - 'location' must exactly match the ecosystem name as defined in the tool's documentation (e.g., 'Serengeti', not 'Serengeti ecosystem', not 'Los Angeles'). If any argument fails schema validation, reject the call and return an error message indicating the invalid field and value.","pop":5},{"gen":21,"epoch":0,"parent_id":"g17-planner","child_id":"g21-caller","blamed":"caller","accepted":true,"p":0.1275,"c":0.3608,"val":0.4423,"test":null,"diag":"The caller made incorrect arguments for all weather tools by passing coordinates instead of city names and misformatting the input structure, which violated expected schema and prevented successful tool execution.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all coordinates are provided as a list of floats (e.g., [40.7128, -74.0060]) and dates are in ISO format (e.g., '2021-01-15'). Validate that the tool arguments match the documented schema before generation.","pop":6},{"gen":22,"epoch":0,"parent_id":"init","child_id":"g22-caller","blamed":"caller","accepted":false,"p":0.3567,"c":0.1233,"val":0.4423,"test":null,"diag":"The caller made incorrect arguments for both the battle and treaty tools, deviating from expected parameter formats, which led to no execution and failure to retrieve valid historical data.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that the arguments strictly match the tool's documented input schema. For example, if a tool expects 'specific_info' to be a comma-separated list like 'overview, key_events, outcomes', do not use a single value like 'overview'. Validate that each argument value conforms to the tool's specification to avoid execution errors or incorrect outputs.","pop":6},{"gen":23,"epoch":0,"parent_id":"init","child_id":"g23-planner","blamed":"planner","accepted":true,"p":0.0936,"c":0.1086,"val":0.4423,"test":null,"diag":"The planner incorrectly decomposed the task into multiple unnecessary steps, failing to recognize that both California and Florida do not impose a state capital gains tax, thus missing the opportunity to directly answer with $0 for both states without executing redundant calculations.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Before generating any subgoals, verify whether the state has a capital gains tax on short-term or long-term gains. If a state does not impose a capital gains tax (e.g., California and Florida for individuals), skip all calculation subgoals for that state. Only proceed to calculate tax if the state has applicable rates. Ensure subgoals are minimal and directly tied to tool inputs, avoiding redundant or unnecessary steps.","pop":7},{"gen":24,"epoch":0,"parent_id":"g6-caller","child_id":"g24-selector","blamed":"selector","accepted":false,"p":0.3341,"c":0.3341,"val":0.4423,"test":null,"diag":"The selector failed to choose the required 'painting.display' tool, which is essential for displaying the painting, leading to the failure to complete the task.","diff":"--- selector@parent\n+++ selector@child\n@@ -1 +1,6 @@\n-You are a tool selection agent. Given the current subgoal and the list of available tools, select the most appropriate tool.\n+You are a tool selection agent. Given the current subgoal and the list of available tools, select the most appropriate tool using the following decision rubric:\n+- If the subgoal involves defining dimensions, shape, or background color of a painting, select 'painting.create' with arguments matching the specified shape, color, and dimensions.\n+- If the subgoal involves displaying the painting on screen, including setting brightness or duration, select 'painting.display' with arguments including 'duration' and 'brightness' as needed.\n+- Do not reuse the same tool for multiple related subgoals unless explicitly required by the task.\n+\n+Select only one tool per subgoal, and ensure each tool is used for its intended purpose.","pop":7},{"gen":25,"epoch":0,"parent_id":"g3-planner","child_id":"g25-caller","blamed":"caller","accepted":false,"p":0.3667,"c":0.3667,"val":0.4423,"test":null,"diag":"The caller passed invalid arguments by omitting the case IDs from the display tool call, leading to a failure in retrieving and displaying briefs despite successful case identification.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that for tools that return case IDs (e.g., court_records.search_cases), the output list of case IDs is passed directly to downstream tools (e.g., briefs.display_cases) as the 'case_id' argument. Do not pass arbitrary limits or query parameters to display tools; only use the actual case IDs returned by search operations.","pop":7},{"gen":26,"epoch":0,"parent_id":"g3-planner","child_id":"g26-caller","blamed":"caller","accepted":false,"p":0.6167,"c":0.6167,"val":0.4423,"test":null,"diag":"The caller provided incorrect arguments to the estimate_derivative tool by using a lambda function with an incorrect or unsupported format, leading to a wrong derivative value of 10 when the correct value should be 10 (derivative of x^2 is 2x, so at x=5 it is 10), indicating a schema or format viola \u2026[truncated]","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that the function argument for derivative estimation is a valid Python expression or lambda function in the form 'lambda x: x ** 2' with no extra syntax or formatting errors. Validate that all required fields are present and match the expected schema before generating arguments.","pop":7},{"gen":27,"epoch":0,"parent_id":"g3-planner","child_id":"g27-caller","blamed":"caller","accepted":false,"p":0.3542,"c":0.3542,"val":0.4423,"test":null,"diag":"The caller made incorrect parameter arguments for all tool calls, including invalid or mismatched inputs for both currency conversion and banking service, which directly prevented the tasks from being executed successfully.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that any argument value derived from a prior tool call (e.g., converted amount) is explicitly used and attributed to that output. Do not invent or assume values; use only those provided by previous successful tool executions or clearly defined subgoals.","pop":7},{"gen":28,"epoch":0,"parent_id":"g3-planner","child_id":"g28-caller","blamed":"caller","accepted":false,"p":0.6167,"c":0.6167,"val":0.4423,"test":null,"diag":"The caller made incorrect arguments for the color_converter.get_color_info tool, violating the expected schema or format despite the correct tool selection and plan.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all arguments conform to the tool's schema: for example, if the tool expects 'conversion_type' to be either 'rgb' or 'hex', do not use both or invalid values. Validate that the provided arguments match the expected format and types before generating the call.","pop":7},{"gen":29,"epoch":0,"parent_id":"init","child_id":"g29-caller","blamed":"caller","accepted":false,"p":0.0983,"c":0.09,"val":0.4423,"test":0.4597,"diag":"The caller made incorrect arguments to the tool, such as using 'sort_by_rating: True' in steps that do not require sorting, and failing to properly pass the correct show list or service context, leading to no data retrieval.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that when retrieving ratings for a show, the 'sort_by_rating' argument is set to True. When only identifying shows, set 'sort_by_rating' to False. Do not modify the 'streaming_service' or 'show_list' fields unless explicitly required by the subgoal.","pop":7},{"gen":30,"epoch":1,"parent_id":"init","child_id":"g30-planner","blamed":"planner","accepted":true,"p":0.115,"c":0.3667,"val":0.4423,"test":null,"diag":"The planner created an over-decomposed sequence of steps that unnecessarily repeated the same tool call without proper decomposition, failing to correctly identify that only a search and a reservation are needed, leading to a missed opportunity to execute the correct tool sequence.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema.","pop":7},{"gen":31,"epoch":1,"parent_id":"init","child_id":"g31-caller","blamed":"caller","accepted":false,"p":0.3688,"c":0.3688,"val":0.4423,"test":null,"diag":"The caller provided incorrect arguments to the calculate_em_force tool by using a malformed formula that divides by \u0394t instead of correctly applying Faraday's law with a change in flux, violating the expected schema and leading to erroneous results.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, verify that the physical formula for induced electromagnetic force is correctly applied: the induced EMF must be calculated as $ \\mathcal{E} = B \\cdot A \\cdot \\frac{\\Delta \\Phi}{\\Delta t} $, where $ \\Delta \\Phi $ is the change in magnetic flux. If the change in flux is not provided, assume $ \\Delta \\Phi = B \\cdot A $, and ensure the argument for 'd_time' is used in the denominator. Only pass arguments that are physically consistent and grounded in the correct formula.","pop":7},{"gen":32,"epoch":1,"parent_id":"g21-caller","child_id":"g32-caller","blamed":"caller","accepted":false,"p":0.6167,"c":0.6167,"val":0.4423,"test":null,"diag":"The caller made incorrect parameter arguments for both tools, violating expected schema and format, which directly caused the failure to properly update the order.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all coordinates are provided as a list of floats (e.g., [40.7128, -74.0060]) and dates are in ISO format (e.g., '2021-01-15'). Validate that the tool arguments match the documented schema before generation.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all coordinates are provided as a list of floats (e.g., [40.7128, -74.0060]) and dates are in ISO format (e.g., '2021-01-15'). Validate that the tool arguments match the documented schema before generation. For ingredient removal, use a list of strings (e.g., ['anchovies']) rather than a string. For drink preferences, use a dictionary with explicit keys (e.g., {'size': 'large', 'temperature': 'hot', 'sweetness': 'regular', 'milk': 'almond'}) to ensure structured and schema-compliant input.","pop":7},{"gen":33,"epoch":1,"parent_id":"g3-planner","child_id":"g33-caller","blamed":"caller","accepted":false,"p":0.3662,"c":0.3662,"val":0.4423,"test":null,"diag":"The caller incorrectly passed the 'shortest_route' parameter to the calc_distance tool in all steps, violating the expected schema and causing the tool to fail or return no data, which directly led to the failure of the task.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before constructing arguments, verify whether the requested parameter (e.g., 'shortest_route') is supported by the tool's documentation. If the parameter is not supported, omit it from the arguments.","pop":7},{"gen":34,"epoch":1,"parent_id":"g3-planner","child_id":"g34-planner","blamed":"planner","accepted":true,"p":0.125,"c":0.15,"val":0.4423,"test":null,"diag":"The planner incorrectly decomposed the task into multiple unnecessary steps, including simulating multiple rounds of Game of Life with inconsistent parameters, which misrepresents the required action and leads to failure in execution.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Ensure that tool arguments are precisely aligned with the tool's schema: for example, when simulating Game of Life, specify exactly one round per subgoal and use 'rounds': 1 for each individual simulation step, and only call 'game_of_life.play' with 'rounds': 3 if the entire sequence is to be simulated in one step. Do not generate redundant or over-decomposed steps.","pop":7},{"gen":35,"epoch":1,"parent_id":"g17-planner","child_id":"g35-planner","blamed":"planner","accepted":false,"p":0.1119,"c":0.1083,"val":0.4423,"test":null,"diag":"The planner created an over-decomposed sequence with redundant and unnecessary steps, failing to correctly identify the minimal required actions to book a flight and hotel, which led to no actual tool execution.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Avoid over-decomposition: only include subgoals that are directly necessary to complete the task as specified. Do not introduce steps like rounding or post-processing that require intermediate values not explicitly computed or referenced in the instruction. Limit subgoals to one narrative arc per region (e.g., rise and fall of Christianity in Egypt or Turkey), and avoid duplicating parallel subgoals for rise and fall in each region. Each region should be addressed in a single, cohesive subgoal that covers both its rise and fall within the specified time frame.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Avoid over-decomposition: only include subgoals that are directly necessary to complete the task as specified. Do not introduce steps like rounding or post-processing that require intermediate values not explicitly computed or referenced in the instruction. Limit subgoals to one narrative arc per region (e.g., rise and fall of Christianity in Egypt or Turkey), and avoid duplicating parallel subgoals for rise and fall in each region. Each region should be addressed in a single, cohesive subgoal that covers both its rise and fall within the specified time frame. Each tool call should be represented by exactly one subgoal, and no subgoal should duplicate or split a single tool invocation that can be completed in one step.","pop":7},{"gen":36,"epoch":1,"parent_id":"g17-planner","child_id":"g36-caller","blamed":"caller","accepted":false,"p":0.1375,"c":0.1375,"val":0.4423,"test":null,"diag":"The caller made incorrect arguments for the route time tools, specifically using malformed or invalid syntax like 'mode: bike' instead of 'mode: bike' or 'mode=bike', which caused the tool calls to fail or not execute properly, leading to the failure of the entire task.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that arguments for tools like 'maps.route_times' use valid and consistent syntax: the 'route' field must specify start and end locations with a clear mode (e.g., 'walk' or 'bike') in the format 'start_location to end_location, mode: walk', and the 'mode' parameter must be explicitly named and correctly typed (e.g., 'mode: bike'). Validate that all arguments match the tool's expected schema before generation.","pop":7},{"gen":37,"epoch":1,"parent_id":"init","child_id":"g37-planner","blamed":"planner","accepted":true,"p":0.1153,"c":0.1278,"val":0.4423,"test":null,"diag":"The planner incorrectly decomposed the task into redundant and unnecessary steps, failing to recognize that the area and circumference can be computed directly from the given radius and diameter without separate 'recall' subgoals, leading to a flawed execution trajectory.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Ensure that each geometric property (e.g., area, circumference) is addressed with only one recall and one calculation step, avoiding redundant or overlapping subgoals.","pop":7},{"gen":38,"epoch":1,"parent_id":"init","child_id":"g38-planner","blamed":"planner","accepted":true,"p":0.3483,"c":0.6067,"val":0.4423,"test":null,"diag":"The planner incorrectly decomposed the task into multiple unnecessary steps, failing to recognize that both California and Florida do not impose a state capital gains tax, thus missing the opportunity to directly answer with $0 for both states without executing redundant calculations.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Before generating any subgoals, verify whether the state has a capital gains tax on short-term or long-term gains. If a state does not impose a capital gains tax (e.g., California and Florida for individuals), skip all calculation subgoals for that state. Only proceed to calculate tax if the state has applicable rates. Ensure subgoals are minimal and directly tied to tool inputs, avoiding redundant or unnecessary steps.","pop":7},{"gen":39,"epoch":1,"parent_id":"g3-planner","child_id":"g39-caller","blamed":"caller","accepted":false,"p":0.3667,"c":0.3667,"val":0.4423,"test":null,"diag":"The caller incorrectly used the 'book_flight' tool for discovery steps instead of a proper search tool, leading to failed execution due to malformed or inappropriate tool invocation.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that the tool 'book_flight' is only used for booking flights and not for finding available flights. For subgoals involving discovery (e.g., 'find available flights'), use the 'find_available_flights' tool instead. If the subgoal is to book a flight, use 'book_flight' with arguments: {'departure_city': <string>, 'destination_city': <string>, 'date': <string in format 'YYYY-MM-DD'>}.","pop":7},{"gen":40,"epoch":1,"parent_id":"g3-planner","child_id":"g40-caller","blamed":"caller","accepted":false,"p":0.6,"c":0.6,"val":0.4423,"test":null,"diag":"The caller made incorrect or malformed arguments for the find_movie_showing tool across all steps, failing to properly specify both movies and their respective times, which directly led to no availability data being retrieved.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before calling the tool, verify that the arguments match the subgoal: the 'movie' field must exactly match the movie name in the subgoal, and the 'time' field must match the specified time (e.g., '5 pm' or '7:30 pm'). Ensure the 'location' is set to 'San Diego, CA' for all calls.","pop":7},{"gen":41,"epoch":1,"parent_id":"g3-planner","child_id":"g41-caller","blamed":"caller","accepted":false,"p":0.3567,"c":0.3567,"val":0.4423,"test":null,"diag":"The caller made incorrect parameter calls by reusing the same tool arguments without properly grounding them in the actual model definition, leading to malformed or invalid tool invocations that failed to execute training steps.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, verify that each parameter matches the tool's documented schema: for 'model.DecisionTreeClassifier', 'criterion' must be either 'gini' or 'entropy', 'max_depth' must be an integer between 1 and 10, and 'random_state' must be an integer. If any parameter does not match, correct it to the valid value specified in the documentation.","pop":7},{"gen":42,"epoch":1,"parent_id":"g6-caller","child_id":"g42-planner","blamed":"planner","accepted":true,"p":0.1119,"c":0.3733,"val":0.4423,"test":null,"diag":"The planner incorrectly decomposed the task into multiple redundant and overly specific subgoals, failing to recognize that a single search for board games with low complexity and high player count, and a separate search for trivia games with short duration, would suffice, leading to no actual tool  \u2026[truncated]","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must be necessary and non-redundant. For tasks involving multiple tool calls, group related subgoals and ensure that each tool invocation is directly tied to a specific, well-defined query. Avoid creating separate steps for identifying, filtering, and selecting when a single tool call with appropriate parameters can achieve the goal.","pop":7},{"gen":43,"epoch":1,"parent_id":"g6-caller","child_id":"g43-planner","blamed":"planner","accepted":false,"p":0.3667,"c":0.3667,"val":0.4423,"test":null,"diag":"The planner created an over-decomposed sequence of steps that included redundant and unnecessary subgoals, such as separate 'evaluate income-to-loan ratio' and 'check credit score' steps, when a single eligibility check tool should have sufficed for both banks, leading to no actual tool execution an \u2026[truncated]","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Ensure that each subgoal is necessary, non-redundant, and directly contributes to completing the task. Avoid repeating the same tool call for multiple purposes (e.g., do not separately evaluate income-to-loan ratio and gather financial details if the same tool can fulfill both).","pop":7},{"gen":44,"epoch":1,"parent_id":"g23-planner","child_id":"g44-caller","blamed":"caller","accepted":false,"p":0.1429,"c":0.1375,"val":0.4423,"test":null,"diag":"The caller incorrectly passed arguments to the kinematics.distance tool, using time=7 for the second distance calculation when it should have used the time interval of 7 seconds starting from t=5, but more critically, the tool was misapplied due to incorrect parameterization that deviates from expec \u2026[truncated]","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that for kinematics.distance, if the subgoal involves motion after a prior time interval, the initial_velocity is set to the final velocity from the previous step (e.g., from kinematics.final_velocity), not zero.","pop":7},{"gen":45,"epoch":1,"parent_id":"init","child_id":"g45-planner","blamed":"planner","accepted":false,"p":0.123,"c":0.1167,"val":0.4423,"test":null,"diag":"The planner created an over-decomposed sequence with redundant and unnecessary steps, failing to correctly identify the minimal required tools (beat_generator and melody_generator) and instead repeatedly calling the same tool without progressing toward actual composition.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must map to a distinct tool or action and avoid redundancy. Do not repeat the same tool call or subgoal for overlapping aspects (e.g., tempo and scale setup should be specified once). Ensure that melody composition is explicitly delegated to a melody-generation tool, and that each step advances the task toward a complete, executable plan.","pop":7},{"gen":46,"epoch":1,"parent_id":"g3-planner","child_id":"g46-caller","blamed":"caller","accepted":false,"p":0.3542,"c":0.3542,"val":0.4423,"test":null,"diag":"The caller made incorrect arguments by passing 'hours': 3 for current temperature queries, which is invalid since current temperature should not include a future hours parameter, leading to failed tool execution.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that when the subgoal is 'get the current temperature', the 'hours' argument is set to 0. Do not include a non-zero 'hours' value for current temperature queries. If the subgoal involves a forecast for future hours, set 'hours' to the requested value (e.g., 3).","pop":7},{"gen":47,"epoch":1,"parent_id":"init","child_id":"g47-synthesizer","blamed":"synthesizer","accepted":false,"p":0.12,"c":0.12,"val":0.4423,"test":null,"diag":"The synthesizer provides an ungrounded response that fails to integrate actual tool outputs, instead offering a generic failure message without leveraging the missing execution data or correctly acknowledging the required tool calls.","diff":"--- synthesizer@parent\n+++ synthesizer@child\n@@ -1 +1 @@\n-You are a synthesis agent. Review the user's original query and the history of tool executions, then synthesize this information to provide the answer.\n+You are a synthesis agent. Review the user's original query and the history of tool executions, then synthesize this information to provide the answer. If any subgoal failed to execute or required data was not retrieved, explicitly state which subgoal failed and why. For example: 'The current stock price of Apple was not retrieved because the tool call for retrieving stock data was not executed. As a result, the investment cost and dividend payout cannot be calculated.' Do not invent data or make assumptions. Only synthesize facts that are either provided or derived from executed tool outputs.","pop":7},{"gen":48,"epoch":1,"parent_id":"g17-planner","child_id":"g48-planner","blamed":"planner","accepted":true,"p":0.1429,"c":0.3762,"val":0.5149,"test":null,"diag":"The planner incorrectly decomposed the task into multiple steps without first retrieving the necessary tax rates, failing to recognize that the tool requires the tax rate as input and instead attempted to calculate tax without it, leading to a complete failure to produce valid results.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1,3 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Avoid over-decomposition: only include subgoals that are directly necessary to complete the task as specified. Do not introduce steps like rounding or post-processing that require intermediate values not explicitly computed or referenced in the instruction. Limit subgoals to one narrative arc per region (e.g., rise and fall of Christianity in Egypt or Turkey), and avoid duplicating parallel subgoals for rise and fall in each region. Each region should be addressed in a single, cohesive subgoal that covers both its rise and fall within the specified time frame.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Avoid over-decomposition: only include subgoals that are directly necessary to complete the task as specified. Do not introduce steps like rounding or post-processing that require intermediate values not explicitly computed or referenced in the instruction. Limit subgoals to one narrative arc per region (e.g., rise and fall of Christianity in Egypt or Turkey), and avoid duplicating parallel subgoals for rise and fall in each region. Each region should be addressed in a single, cohesive subgoal that covers both its rise and fall within the specified time frame. \n+\n+For tasks involving tool-dependent calculations, ensure that any prerequisite data (e.g., tax rates) is retrieved before the calculation step. Each location must be handled in two consecutive subgoals: first retrieve the tax rate, then calculate the tax using that rate. Do not perform tax calculations without first retrieving the applicable tax rate.","pop":8},{"gen":49,"epoch":1,"parent_id":"init","child_id":"g49-caller","blamed":"caller","accepted":false,"p":0.3417,"c":0.3417,"val":0.5149,"test":null,"diag":"The caller incorrectly passed arguments to the 'get_player_record' tool, deviating from expected schema and leading to failed or invalid data retrieval.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all argument values strictly conform to the tool's schema and documented fields. For example, valid stats for player records include 'points', 'rebounds', 'assists', 'steals', 'blocks', or 'field_goal_percentage'. Reject or correct any argument that references an unsupported or invalid field such as 'highest_scoring_game'.","pop":8},{"gen":50,"epoch":1,"parent_id":"init","child_id":"g50-planner","blamed":"planner","accepted":true,"p":0.3405,"c":0.581,"val":0.5149,"test":null,"diag":"The planner incorrectly ordered the subgoals and specified GCD before LCM, when the task requires computing both LCM and GCD, but the sequence of tool calls in the trajectory shows a mismatch with the actual mathematical dependencies and the gold reference, which suggests that the LCM should be comp \u2026[truncated]","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Ensure that each subgoal is necessary and directly contributes to the final output. Avoid redundant or unnecessary steps, such as calculating intermediate values multiple times or performing operations that are already covered by a single tool call. Only include subgoals that are essential to compute the required results accurately and efficiently.","pop":8},{"gen":51,"epoch":1,"parent_id":"g3-planner","child_id":"g51-caller","blamed":"caller","accepted":false,"p":0.35,"c":0.35,"val":0.5149,"test":null,"diag":"The caller provided incorrect arguments to the ml.predict_house_price tool by only specifying a single house (3000 sq ft in New York) instead of both locations and sizes required by the task, violating the expected input schema and leading to incomplete predictions.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that for prediction tasks involving multiple houses, the arguments include exactly two distinct size-location pairs, each with correct values (e.g., {'size': 3000, 'location': 'New York'} and {'size': 4000, 'location': 'Los Angeles'}).","pop":8},{"gen":52,"epoch":1,"parent_id":"g3-planner","child_id":"g52-caller","blamed":"caller","accepted":false,"p":0.6167,"c":0.6167,"val":0.5149,"test":null,"diag":"The caller provided incorrect or malformed arguments to the get_interviewer_list tool, such as an unexpected 'experience_level' and 'availability' parameter for Python, which violates the tool's schema and leads to invalid or ungrounded execution.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, verify that all required fields from the tool's documentation are present and correctly specified. If any required field is missing or invalid, include it with a default or appropriate value based on the tool's expected input schema.","pop":8},{"gen":53,"epoch":1,"parent_id":"init","child_id":"g53-caller","blamed":"caller","accepted":false,"p":0.1036,"c":0.1036,"val":0.5149,"test":null,"diag":"The caller repeatedly uses incorrect or malformed arguments for the get_relevant_classes tool, such as inconsistent or missing parameters like 'include_subdirectories', which prevents proper execution and leads to failure in retrieving necessary class information.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before calling a tool, validate that all required arguments are present and correctly specified. For tools like 'get_relevant_classes', ensure the 'search_string' argument is provided and the 'include_subdirectories' argument is explicitly set to True if needed.","pop":8},{"gen":54,"epoch":1,"parent_id":"init","child_id":"g54-selector","blamed":"selector","accepted":false,"p":0.1122,"c":0.1122,"val":0.5149,"test":null,"diag":"The selector failed to choose the required 'painting.display' tool, which is essential for displaying the painting, leading to the failure of the task.","diff":"--- selector@parent\n+++ selector@child\n@@ -1 +1 @@\n-You are a tool selection agent. Given the current subgoal and the list of available tools, select the most appropriate tool.\n+You are a tool selection agent. Given the current subgoal and the list of available tools, select the most appropriate tool. Use the following decision rubric: if the subgoal involves creating, displaying, or showing a painting, select 'painting.display'; if the subgoal involves setting dimensions, color, or shape, select 'painting.create'; if the subgoal involves screen brightness or duration, select 'display.set_screen_brightness'.","pop":8},{"gen":55,"epoch":1,"parent_id":"g48-planner","child_id":"g55-caller","blamed":"caller","accepted":true,"p":0.1319,"c":0.3708,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments for all weather tools by passing coordinates instead of city names and misformatting the input structure, which violated expected schema and prevented successful tool execution.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all coordinates are provided as a list of floats (e.g., [40.7128, -74.0060]) and dates are in ISO format (e.g., '2021-01-15'). Validate that the tool arguments match the documented schema before generation.","pop":8},{"gen":56,"epoch":1,"parent_id":"g3-planner","child_id":"g56-caller","blamed":"caller","accepted":false,"p":0.1067,"c":0.1067,"val":0.5149,"test":null,"diag":"The caller made incorrect parameter arguments for the waste_calculation tool, such as using 'adults': 2, 'children': 2 in a New York query and incorrectly specifying 'singles': 1 without proper alignment with the tool's expected schema, leading to malformed and invalid calls that failed to execute.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before calling the tool, validate that the argument schema matches the subgoal: if the subgoal refers to a family of four with two adults and two children, use {'adults': 2, 'children': 2, 'location': 'Los Angeles'}; if it refers to a single person (e.g., a bachelor), use {'singles': 1, 'location': 'New York'}. Ensure the population field keys align with the subgoal description to avoid incorrect or unsupported inputs.","pop":8},{"gen":57,"epoch":1,"parent_id":"g21-caller","child_id":"g57-caller","blamed":"caller","accepted":false,"p":0.6167,"c":0.6167,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments for the nature_reserve.find_nearby tool, violating the expected schema or format for amenities, which directly caused the failure to find valid results.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all coordinates are provided as a list of floats (e.g., [40.7128, -74.0060]) and dates are in ISO format (e.g., '2021-01-15'). Validate that the tool arguments match the documented schema before generation.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all coordinates are provided as a list of floats (e.g., [40.7128, -74.0060]) and dates are in ISO format (e.g., '2021-01-15'). Validate that the tool arguments match the documented schema before generation. For amenities, map natural language inputs (e.g., 'picnic tables', 'playgrounds') to structured boolean fields (e.g., 'picnic_tables': true, 'public_restrooms': true) to ensure schema compliance and tool compatibility.","pop":8},{"gen":58,"epoch":1,"parent_id":"g3-planner","child_id":"g58-caller","blamed":"caller","accepted":false,"p":0.1233,"c":0.1233,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments by repeatedly using the wrong streaming service in the sorting step and failing to pass the correct show list or context from prior steps, leading to malformed and non-executable tool calls.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, verify that the streaming service and show list match the task request. Ensure that sort_by_rating is only set to True in the final step when aggregating results from multiple platforms. If the show list includes multiple shows from the same platform, include all of them in the show_list argument. Do not apply sort_by_rating in intermediate steps.","pop":8},{"gen":59,"epoch":1,"parent_id":"init","child_id":"g59-planner","blamed":"planner","accepted":true,"p":0.1161,"c":0.1262,"val":0.5149,"test":0.4805,"diag":"The planner incorrectly decomposed the task into redundant and overly complex steps, including unnecessary filtering and selection phases that fail to properly identify or retrieve relevant cases, leading to the failure to find any records.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Ensure that each subgoal is necessary, non-redundant, and directly maps to a tool's input schema. Avoid repeating tool calls or filtering steps without clear justification. All subgoals must be grounded in the actual capabilities of the available tools and the data they can retrieve. Do not generate subgoals that assume the existence of data not confirmed by tool execution.","pop":8},{"gen":60,"epoch":2,"parent_id":"g11-planner","child_id":"g60-caller","blamed":"caller","accepted":false,"p":0.3452,"c":0.3452,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments to the calculate_capital_gains_tax tool by passing inconsistent or mismatched values (e.g., including long-term gains in short-term subgoals and wrong state parameters), violating the expected schema and leading to malformed or invalid calls that failed to produce \u2026[truncated]","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that only one type of capital gain (short-term or long-term) is specified per call. If the subgoal involves determining a tax rate, set the opposite gain to zero. If the subgoal involves calculating tax, provide only the relevant gain amount and state. Do not include both short-term and long-term gains in the same call.","pop":8},{"gen":61,"epoch":2,"parent_id":"g3-planner","child_id":"g61-caller","blamed":"caller","accepted":true,"p":0.125,"c":0.3583,"val":0.5149,"test":null,"diag":"The caller incorrectly used 'get_team_info' instead of 'get_player_record' for retrieving championship data, violating the expected schema and leading to incorrect information.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, validate that the provided stat field (if applicable) exists in the tool's documented schema. Only use valid, supported fields from the tool's documentation; do not infer or use unsupported stat names such as 'highest_scoring_game'.","pop":8},{"gen":62,"epoch":2,"parent_id":"g48-planner","child_id":"g62-caller","blamed":"caller","accepted":false,"p":0.3733,"c":0.3733,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments for both sound generation and playback tools, violating expected schemas by including unnecessary or mismatched parameters such as 'wave_type' in generation calls and failing to properly structure file saving or volume parameters.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1,4 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that:\n+- For sound generation tasks, include 'frequency', 'duration', and 'wave_type' as required.\n+- For save operations, include a 'file_name' argument in the tool call to specify the output file path.\n+- For playback operations, use the 'play_sound_wave' tool with 'wave_file' set to the correct file path and 'volume' set to the specified level. Validate that all arguments match the tool's expected schema before execution.","pop":8},{"gen":63,"epoch":2,"parent_id":"init","child_id":"g63-planner","blamed":"planner","accepted":true,"p":0.0931,"c":0.0997,"val":0.5149,"test":null,"diag":"The planner incorrectly ordered the subgoals and chose to compute the GCD before the LCM, when the task does not require such a sequence, and failed to properly align the tool selection with the mathematical dependencies, leading to a logically inconsistent and incorrect execution path.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Ensure that each subgoal is necessary and directly contributes to the final output. Avoid over-decomposing or introducing redundant steps (e.g., separate square root and rounding calculations when the final result can be derived in a single, grounded step).","pop":8},{"gen":64,"epoch":2,"parent_id":"g23-planner","child_id":"g64-caller","blamed":"caller","accepted":false,"p":0.85,"c":0.85,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments by failing to match the expected schema for the loan_eligibility_check tool, leading to no execution despite the correct tool selection and subgoals.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all arguments strictly match the tool's expected schema: - financial_institution: string (e.g., 'HSBC', 'Wells Fargo') - loan_amount: integer (in dollars, e.g., 500000) - annual_income: integer (in dollars, e.g., 100000). Do not modify or infer field names or types. If any argument is missing or incorrectly typed, reject the call and return an error.","pop":8},{"gen":65,"epoch":2,"parent_id":"init","child_id":"g65-selector","blamed":"selector","accepted":true,"p":0.09,"c":0.1233,"val":0.5149,"test":null,"diag":"The selector failed to choose the required machine learning prediction tool, missing both calls to ml.predict_house_price despite the task explicitly requiring price predictions for specific locations and sizes.","diff":"--- selector@parent\n+++ selector@child\n@@ -1 +1 @@\n-You are a tool selection agent. Given the current subgoal and the list of available tools, select the most appropriate tool.\n+You are a tool selection agent. Given the current subgoal and the list of available tools, select the most appropriate tool. Use the following decision rubric: if the subgoal involves predicting house prices based on size, location, or other features using a machine learning model, select 'ml.predict_house_price'. Otherwise, select the tool most aligned with the subgoal's objective.","pop":8},{"gen":66,"epoch":2,"parent_id":"g23-planner","child_id":"g66-planner","blamed":"planner","accepted":true,"p":0.3619,"c":0.6167,"val":0.5149,"test":null,"diag":"The planner incorrectly decomposed the task into redundant and overly specific steps, failing to recognize that a single search query with proper filtering could achieve the goal, leading to missed or ineffective subgoals.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Before generating any subgoals, verify whether the state has a capital gains tax on short-term or long-term gains. If a state does not impose a capital gains tax (e.g., California and Florida for individuals), skip all calculation subgoals for that state. Only proceed to calculate tax if the state has applicable rates. Ensure subgoals are minimal and directly tied to tool inputs, avoiding redundant or unnecessary steps.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Before generating any subgoals, verify whether the state has a capital gains tax on short-term or long-term gains. If a state does not impose a capital gains tax (e.g., California and Florida for individuals), skip all calculation subgoals for that state. Only proceed to calculate tax if the state has applicable rates. Ensure subgoals are minimal and directly tied to tool inputs, avoiding redundant or unnecessary steps. Each subgoal must uniquely target a distinct location and year combination. Do not repeat the same tool call with overlapping or redundant arguments. For example, do not separately filter for San Francisco 2019 and then again in a later step with the same parameters.","pop":8},{"gen":67,"epoch":2,"parent_id":"g17-planner","child_id":"g67-caller","blamed":"caller","accepted":true,"p":0.1333,"c":0.14,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments to the tool, such as using 'sort_by_rating: True' in a call for a show list without a rating sort, and failing to properly pass the correct streaming service and show list combinations, which directly caused the failure to retrieve or process any data.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that the tool 'streaming_services.shows_list_and_ratings' is only used to retrieve show lists and ratings for a specific streaming service and show. Sorting operations must not be performed within this tool call; instead, sort the collected ratings after all data retrieval steps are completed. All arguments must match the expected schema: {'streaming_service': 'Netflix' or 'Hulu', 'show_list': list of show titles, 'sort_by_rating': boolean (only used in retrieval, not for sorting)}.","pop":8},{"gen":68,"epoch":2,"parent_id":"init","child_id":"g68-planner","blamed":"planner","accepted":true,"p":0.1079,"c":0.5917,"val":0.5149,"test":null,"diag":"The planner created an over-decomposed sequence of subgoals that included unnecessary and redundant steps, such as separately tracking events in Egypt and Turkey without proper integration, leading to a misaligned and ultimately flawed trajectory that failed to address the core historical inaccuraci \u2026[truncated]","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Ensure the plan is concise and avoids over-decomposition. Include only essential subgoals that cover the full scope of the query, with balanced attention to both regions (Egypt and Turkey). Prioritize defining the scope, identifying key historical events in each region, tracing the rise and fall of Christianity in both, and concluding with a comparative synthesis. Do not generate redundant or overly detailed steps that repeat the same region or focus on a single aspect without comparative context.","pop":8},{"gen":69,"epoch":2,"parent_id":"init","child_id":"g69-planner","blamed":"planner","accepted":true,"p":0.1278,"c":0.1344,"val":0.5149,"test":null,"diag":"The planner incorrectly decomposed the task into unnecessary substeps, including identifying multiples of 3 and 5 separately when the sum of multiples of 3 and 5 can be computed directly, leading to a flawed and overcomplicated execution path.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Ensure that subgoals are minimal and avoid redundancy. For tasks involving sums of multiples, combine the computation of multiples of 3 and 5 into a single step. For mathematical facts like prime numbers, identify them only once and use the result directly in subsequent steps.","pop":8},{"gen":70,"epoch":2,"parent_id":"init","child_id":"g70-caller","blamed":"caller","accepted":false,"p":0.5917,"c":0.5917,"val":0.5149,"test":null,"diag":"The caller repeatedly uses incorrect or malformed arguments for the get_relevant_classes tool, such as inconsistent or missing parameters like 'include_subdirectories', which prevents proper execution and leads to failure in retrieving necessary class information.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before calling a tool, validate that all required arguments are present and correctly specified. For tools like 'get_relevant_classes', ensure the 'search_string' argument is provided and the 'include_subdirectories' argument is explicitly set to True if needed.","pop":8},{"gen":71,"epoch":2,"parent_id":"g3-planner","child_id":"g71-caller","blamed":"caller","accepted":false,"p":0.1067,"c":0.1067,"val":0.5149,"test":null,"diag":"The caller made incorrect parameter arguments for the waste_calculation tool, such as using 'adults': 2, 'children': 2 in a New York query and incorrectly specifying 'singles': 1 without proper alignment with the tool's expected schema, leading to malformed and invalid calls that failed to execute.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before calling the tool, validate that the argument schema matches the subgoal: if the subgoal refers to a family of four with two adults and two children, use {'adults': 2, 'children': 2, 'location': 'Los Angeles'}; if it refers to a single person (e.g., a bachelor), use {'singles': 1, 'location': 'New York'}. Ensure the population field keys align with the subgoal description to avoid incorrect or unsupported inputs.","pop":8},{"gen":72,"epoch":2,"parent_id":"g11-planner","child_id":"g72-synthesizer","blamed":"synthesizer","accepted":false,"p":0.6,"c":0.6,"val":0.5149,"test":null,"diag":"The synthesizer provides an incorrect conclusion by claiming no real rectangle exists, despite the mathematical error in the quadratic solution being due to a flawed setup rather than a failure in tool use; the correct solution should recognize that the system of equations has no real solution, whic \u2026[truncated]","diff":"--- synthesizer@parent\n+++ synthesizer@child\n@@ -1 +1 @@\n-You are a synthesis agent. Review the user's original query and the history of tool executions, then synthesize this information to provide the answer.\n+You are a synthesis agent. Review the user's original query and the history of tool executions, then synthesize this information to provide the answer. Ensure that any derived mathematical solution includes a verification step for real solutions: if the discriminant of the quadratic equation formed from the perimeter and area constraints is negative, explicitly state that no real rectangle exists and conclude accordingly. Do not assume a solution exists without this check.","pop":8},{"gen":73,"epoch":2,"parent_id":"g21-caller","child_id":"g73-synthesizer","blamed":"synthesizer","accepted":false,"p":0.3733,"c":0.3733,"val":0.5149,"test":null,"diag":"The synthesizer provides a final answer that incorrectly states the perimeter of a circle with radius 5 as 31.42 when it should be calculated from radius (not diameter), and incorrectly conflates perimeter and circumference, violating the integration of key observations from tool outputs.","diff":"--- synthesizer@parent\n+++ synthesizer@child\n@@ -1 +1 @@\n-You are a synthesis agent. Review the user's original query and the history of tool executions, then synthesize this information to provide the answer.\n+You are a synthesis agent. Review the user's original query and the history of tool executions, then synthesize this information to provide the answer. Each fact in the final response must be directly attributed to a specific tool output and must correspond to the correct geometric quantity. Do not infer or equate values from different contexts (e.g., do not claim that the perimeter of a circle with radius 5 equals the circumference of a circle with diameter 10).","pop":8},{"gen":74,"epoch":2,"parent_id":"g3-planner","child_id":"g74-planner","blamed":"planner","accepted":false,"p":0.0952,"c":0.0952,"val":0.5149,"test":null,"diag":"The planner incorrectly decomposed the task into redundant and overly detailed steps, including repeated calls to data_loading and linear_regression_fit without proper sequencing or necessary data processing, leading to failure in executing the core data loading and model fitting required for residu \u2026[truncated]","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Each subgoal must be uniquely attributable to a distinct tool or data operation, and no subgoal should duplicate or overlap with another in terms of functionality or tool usage.","pop":8},{"gen":75,"epoch":2,"parent_id":"init","child_id":"g75-caller","blamed":"caller","accepted":false,"p":0.3633,"c":0.3633,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments for the get_interviewer_list tool, violating the expected schema and preventing successful retrieval of interviewer data.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all arguments match the tool's schema exactly, including mandatory fields such as 'company', 'skill', 'experience_level', and 'availability'. If the subgoal involves identifying interviewers for specific programming languages (e.g., Python or Java), include the 'company' field to ensure relevance and grounding in the target hiring context.","pop":8},{"gen":76,"epoch":2,"parent_id":"g48-planner","child_id":"g76-caller","blamed":"caller","accepted":false,"p":0.3833,"c":0.3833,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments for the court_case.find tool by failing to properly format or validate the input schema, leading to no execution of the tool calls despite correct subgoals being planned.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, validate that each argument matches the expected schema and type defined in the tool's documentation. If any argument deviates from the expected format, correct it to align with the documented schema.","pop":8},{"gen":77,"epoch":2,"parent_id":"init","child_id":"g77-planner","blamed":"planner","accepted":true,"p":0.1036,"c":0.1083,"val":0.5149,"test":null,"diag":"The planner incorrectly decomposed the task into redundant and overly detailed steps, failing to recognize that booking a flight and hotel can be achieved with a minimal sequence, and thus missed the opportunity to properly structure the workflow.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Ensure the plan has distinct phases: (1) information gathering (e.g., identifying available flights or hotels), and (2) execution (e.g., booking). Avoid redundant or repeated subgoals for the same tool. Each tool should be used at most once per task, and subgoals must clearly differentiate between gathering availability and final booking.","pop":8},{"gen":78,"epoch":2,"parent_id":"g6-caller","child_id":"g78-caller","blamed":"caller","accepted":false,"p":0.14,"c":0.14,"val":0.5149,"test":null,"diag":"The caller provided incorrect arguments to the math.pythagoras tool by failing to pass the correct side lengths in the expected format, leading to a malformed or invalid call that caused the failure.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all arguments strictly adhere to the tool's schema: - 'timeframe' must be a positive integer (e.g., 3, 5, 7). - 'location' must exactly match the ecosystem name as defined in the tool's documentation (e.g., 'Serengeti', not 'Serengeti ecosystem'). If any argument fails schema validation, reject the call and return an error message indicating the invalid field and value.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all arguments strictly adhere to the tool's schema: - 'timeframe' must be a positive integer (e.g., 3, 5, 7). - 'location' must exactly match the ecosystem name as defined in the tool's documentation (e.g., 'Serengeti', not 'Serengeti ecosystem'). - 'a' and 'b' must be positive real numbers representing side lengths of a right triangle. If any argument fails schema validation, reject the call and return an error message indicating the invalid field and value. Additionally, the values of 'a' and 'b' must be directly derived from the subgoal that specifies the side lengths being processed (e.g., 'Apply the formula to the side lengths 3 and 4').","pop":8},{"gen":79,"epoch":2,"parent_id":"g17-planner","child_id":"g79-caller","blamed":"caller","accepted":false,"p":0.1333,"c":0.1333,"val":0.5149,"test":null,"diag":"The caller made incorrect parameter assignments by passing the same model definition arguments repeatedly without properly grounding the tool calls in the actual training workflow, violating expected schema and leading to no model execution.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, verify that each argument matches the tool's documented schema and required fields. If any argument is missing or mismatched, correct it based on the tool's official specification.","pop":8},{"gen":80,"epoch":2,"parent_id":"init","child_id":"g80-caller","blamed":"caller","accepted":false,"p":0.3608,"c":0.3608,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments to the lawsuit tools, such as using an invalid company name and a non-existent lawsuit_id, which directly caused the failure to retrieve any relevant data.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that the company name is precisely matched to the tool's expected format (e.g., 'Pacific Gas and Electric' or 'Tesla Inc.' individually, not combined). Only include a lawsuit_id if it was previously retrieved from a successful 'lawsuit.fetch_details' call. Validate that all arguments conform to the tool's schema before generation.","pop":8},{"gen":81,"epoch":2,"parent_id":"g3-planner","child_id":"g81-planner","blamed":"planner","accepted":true,"p":0.3667,"c":0.6167,"val":0.5149,"test":null,"diag":"The planner incorrectly decomposed the task into six separate subgoals when only three distinct tool calls were needed, leading to redundant and unnecessary steps that do not align with the actual tool requirements or the task structure.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Avoid over-decomposition: for each shape, compute both area and perimeter in a single, coherent subgoal (e.g., 'calculate area and perimeter of the playground'), rather than splitting into separate steps.","pop":9},{"gen":82,"epoch":2,"parent_id":"init","child_id":"g82-caller","blamed":"caller","accepted":false,"p":0.1067,"c":0.1067,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments for the book_flight tool by failing to properly format or pass the required parameters, such as the date in a valid string format, leading to no execution of flight booking steps.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all arguments include mandatory fields such as passenger_name and payment_method when calling the book_flight tool to enable successful booking execution.","pop":9},{"gen":83,"epoch":2,"parent_id":"g81-planner","child_id":"g83-planner","blamed":"planner","accepted":false,"p":0.6,"c":0.6,"val":0.5149,"test":null,"diag":"The planner failed to decompose the task into sufficient substeps, missing the need to retrieve both status and trial date for each case, leading to incomplete and unexecuted tool calls.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Avoid over-decomposition: for each shape, compute both area and perimeter in a single, coherent subgoal (e.g., 'calculate area and perimeter of the playground'), rather than splitting into separate steps.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must focus on a single, well-defined action and avoid combining multiple queries (e.g., availability and genre) in one tool call. Subgoals should be ordered logically and must not include attributes not supported by the tool's input schema. Avoid over-decomposition: for each shape, compute both area and perimeter in a single, coherent subgoal (e.g., 'calculate area and perimeter of the playground'), rather than splitting into separate steps. For tasks involving multiple cases or entities, create a distinct subgoal for each case, specifying exactly which details (e.g., status, trial date) are to be retrieved for that case.","pop":9},{"gen":84,"epoch":2,"parent_id":"init","child_id":"g84-caller","blamed":"caller","accepted":false,"p":0.1333,"c":0.1333,"val":0.5149,"test":null,"diag":"The caller provided incorrect arguments by specifying 'hours: 3' for current temperature queries, which is inappropriate as current temperature should not include a future time horizon; this schema violation led to failed tool execution and failure to retrieve the required data.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. When calling a temperature tool, if the subgoal is 'Get current temperature', set the 'hours' argument to 0. Otherwise, if the subgoal involves a forecast for the next three hours, set 'hours' to 3.","pop":9},{"gen":85,"epoch":2,"parent_id":"g3-planner","child_id":"g85-caller","blamed":"caller","accepted":false,"p":0.3583,"c":0.3583,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments for all weather tools by passing coordinates instead of city names and misformatting the input structure, which violated expected schema and prevented successful tool execution.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that all coordinates are provided as a list of floats (e.g., [40.7128, -74.0060]) and dates are in ISO format (e.g., '2021-01-15'). Validate that the tool arguments match the documented schema before generation.","pop":9},{"gen":86,"epoch":2,"parent_id":"g17-planner","child_id":"g86-caller","blamed":"caller","accepted":false,"p":0.3662,"c":0.3662,"val":0.5149,"test":null,"diag":"The caller made incorrect arguments by repeatedly using the same tool with inconsistent or malformed parameters, failing to properly specify the movie and time for each subgoal, which directly led to no valid outputs being generated.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, verify that the movie title and time in the subgoal exactly match the arguments provided; if any field (e.g., movie or time) does not align, correct it to ensure fidelity to the subgoal.","pop":9},{"gen":87,"epoch":2,"parent_id":"g6-caller","child_id":"g87-planner","blamed":"planner","accepted":true,"p":0.098,"c":0.3778,"val":0.5149,"test":null,"diag":"The planner incorrectly decomposed the task with unnecessary and malformed subgoals, including invalid parameters like 'timeframe' and 'location' in Game of Life steps, which directly led to incorrect or non-executable tool calls and failure to properly simulate the intended sequence.","diff":"--- planner@parent\n+++ planner@child\n@@ -1 +1 @@\n-You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals.\n+You are a planning agent. Your task is to decompose the user's complex instruction into a sequential list of clear, executable subgoals. Each subgoal must directly map to a valid tool call with correct arguments. Avoid over-decomposition; only include subgoals that are necessary and grounded in the actual tool interfaces. For example, to play Game of Life for 3 rounds from an empty board, use 'game_of_life.play' with 'rounds=3' and 'start_board='empty''; for chess, use 'chess.play' with 'moves=['e4', 'e5']'.","pop":9},{"gen":88,"epoch":2,"parent_id":"init","child_id":"g88-caller","blamed":"caller","accepted":false,"p":0.85,"c":0.85,"val":0.5149,"test":null,"diag":"The caller made incorrect parameter arguments for the store_price tool, deviating from expected values, which prevented successful tool execution and data retrieval.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Before generating arguments, verify that each argument key and value strictly matches the tool's documented input schema. If any field name or value deviates from the expected schema, correct it to ensure accurate and executable tool calls.","pop":9},{"gen":89,"epoch":2,"parent_id":"g48-planner","child_id":"g89-caller","blamed":"caller","accepted":false,"p":0.3708,"c":0.3708,"val":0.5149,"test":0.4805,"diag":"The caller made incorrect arguments for the route-time tools by using malformed route descriptions instead of properly structured route inputs, leading to failed tool execution and failure to retrieve the required path and time estimates.","diff":"--- caller@parent\n+++ caller@child\n@@ -1 +1 @@\n-You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it.\n+You are a tool calling agent. Given the selected tool and its documentation, generate the specific arguments required to execute it. Ensure that for 'maps.shortest_path', the arguments include 'start_location', 'end_location', and 'mode' with valid values (e.g., 'walk' or 'bike'). For 'maps.route_times', the arguments must include 'route' as a string in the format 'start_location to end_location, mode: walk/bike', with all fields strictly matching the tool's expected schema. Validate all arguments against the tool's documentation before generation.","pop":9}]};