Datasets:

usernamebetter
/

agentic-dataset-v2

messages stringlengths 156 36.2k	domain stringclasses 6 values	source stringclasses 5 values	config stringclasses 10 values	teacher stringclasses 8 values	verifier_passed bool 2 classes	ground_truth_json stringlengths 0 185	n_tool_calls int32 0 17	trace_kind stringclasses 4 values	disposition stringclasses 3 values	quality_score float32 0 1	session_id stringlengths 0 64	trajectory_id stringlengths 0 36	category stringclasses 10 values	subcategory stringclasses 24 values	task stringlengths 0 100	hermes_tool_trajectory bool 2 classes
[{"role":"system","content":"You are a grounded research assistant. Answer ONLY from the corpus and cite every claim in the requested format."},{"role":"user","content":"Using the corpus below, answer these questions. For each claim, cite sources inline as (doc-0001) style.\n1. What is the revenue of Cascade?\n2. How m...	agent	r0b0tlab/deepseek-v4-pro-0813-agentic	canonical	deepseek-v4-pro	true	["3840", "2207", "Nimbus", "60", "valves"]	0	single_turn	traj_success	0						false
[{"role":"system","content":"You are a careful deterministic workspace assistant. The workspace and local corpus described by the user are synthetic ephemeral fixtures, not the user's live files or live services. Solve the task by using the provided tools through native OpenAI function calling (the assistant message mu...	tool	saidutta69/qwen-glm-kimi-distillation-clean	sft_tools	glm-5.2	false		7	multi_turn_tool		0						false
[{"role":"system","content":"You are a precise mathematician. Show brief steps, then end with exactly 'Answer: <value>'."},{"role":"user","content":"Compute 3/1 + 2/3 and simplify. End with: Answer: <value>"},{"role":"assistant","content":"3/1 + 2/3 = 9/3 + 2/3 = 11/3\n\nAnswer: 11/3"}]	math	r0b0tlab/deepseek-v4-pro-0813-agentic	canonical	deepseek-v4-pro	true	"11/3"	0	single_turn	traj_success	0						false
[{"role":"system","content":"You are a precise structured-output generator. Output only the requested format, with no extra text, no code fences."},{"role":"user","content":"Create a YAML document that satisfies this schema. Invent realistic values.\nSchema: {\"additionalProperties\":false,\"properties\":{\"category\":...	agent	r0b0tlab/deepseek-v4-pro-0813-agentic	canonical	deepseek-v4-pro	true		0	single_turn	traj_success	0						false
[{"role":"system","content":"You are a personal assistant with a perfect memory for details given in this conversation. Always state the requested values exactly."},{"role":"user","content":"Monthly budget: utilities=$942, travel=$206, entertainment=$305."},{"role":"assistant","content":"Your monthly budget totals **$1...	agent	r0b0tlab/deepseek-v4-pro-0813-agentic	canonical	deepseek-v4-pro	true		0	multi_turn	traj_success	0						false
[{"role":"user","content":"<\|im_start\|>user\nWe intercepted a compiled Python function check_key(x) whose bytecode disassembly shows:\n 0 LOAD_FAST 0 (x)\n 2 LOAD_CONST 1 (68)\n 4 BINARY_OP 12 (^)\n 6 LOAD_CONST 2 (156)\n 8 COMPARE_OP 2 (==)\n ...	coding	True2456/code-as-action	train	frontier-generated	false		0			0						false
[{"role":"system","content":"You are a careful deterministic workspace assistant. The workspace and local corpus described by the user are synthetic ephemeral fixtures, not the user's live files or live services. Solve the task by using the provided tools through native OpenAI function calling (the assistant message mu...	tool	saidutta69/qwen-glm-kimi-distillation-clean	sft_tools	glm-5.2	false		4	multi_turn_tool		0						false
[{"role":"user","content":"Write a recipe for making lemon pepper chicken, a classic American dish. Provide details about the ingredients, cooking instructions, serving suggestions, and interesting facts related to the origins and popularity of lemon pepper chicken."},{"role":"assistant","content":"Ingredients:\n\n•4 c...	coding	saidutta69/fable-5-premium-v2	agent_traces	claude-fable-5	false		0			1	manus_2348575					false
[{"role":"user","content":"<start_of_turn>user\nPerform automated screenshot verification on rendered frame buffer #0113: verify that sky region luminance (203) exceeds terrain luminance (73), confirming correct atmospheric horizon rendering and zero black-screen shader crashes.<end_of_turn>\n<start_of_turn>model"},{"r...	agent	True2456/code-as-action	train	frontier-generated	false		0			0						false
[{"role":"system","content":"You are an orchestration assistant. Follow the decomposition format exactly."},{"role":"user","content":"Produce a report on remote work tools.\nStep 1: decompose the work into exactly 3 parallel sub-tasks, each with a clear output description.\nStep 2: for each sub-task, write its output s...	agent	r0b0tlab/deepseek-v4-pro-0813-agentic	canonical	deepseek-v4-pro	true		0	single_turn	traj_success	0						false
[{"role":"system","content":"You are a careful deterministic workspace assistant. The workspace and local corpus described by the user are synthetic ephemeral fixtures, not the user's live files or live services. Solve the task by using the provided tools through native OpenAI function calling (the assistant message mu...	tool	saidutta69/qwen-glm-kimi-distillation-clean	sft_tools	glm-5.2	false		3	multi_turn_tool		0						false
[{"role":"system","content":"Solve the synthetic mathematical task exactly. Use the stated parameters, show a check, and do not rely on outside benchmark examples.","tool_calls":[],"tool_call_id":"","name":""},{"role":"user","content":"Synthetic task seed (identity only): 10004447.\n\nDifferentiate f(x) = 6x^3. Return ...	math	saidutta69/qwen-glm-kimi-distillation-clean	sft_math	kimi-code/k3	false		0	single_turn		0						false
[{"role":"system","content":"You are a careful deterministic workspace assistant. The workspace and local corpus described by the user are synthetic ephemeral fixtures, not the user's live files or live services. Solve the task by using the provided tools through native OpenAI function calling (the assistant message mu...	tool	saidutta69/qwen-glm-kimi-distillation-clean	sft_tools	glm-5.2	false		5	multi_turn_tool		0						false
[{"role":"user","content":"<\|im_start\|>user\nVerify that our WGSL Fractal Brownian Motion (FBM) heightmap compute function with 7 octaves and base frequency 0.015 stays strictly bounded within [-1.0, 1.0] at world coordinate (1687, 203) and produces no NaN values.<\|im_end\|>\n<\|im_start\|>assistant"},{"role":"assistant",...	coding	True2456/code-as-action	train	frontier-generated	false		0			0						false
[{"role":"system","content":"You are a precise mathematician. Show brief steps, then end with exactly 'Answer: <value>'."},{"role":"user","content":"Evaluate: 25 + 12 × 10 - 5. Show your steps and end with: Answer: <value>"},{"role":"assistant","content":"25 + 12 × 10 - 5 \n= 25 + 120 - 5 \n= 140 \n\nAnswer: 140"}]	math	r0b0tlab/deepseek-v4-pro-0813-agentic	canonical	deepseek-v4-pro	true	"140"	0	single_turn	traj_success	0						false
[{"role":"system","content":"You are a careful deterministic workspace assistant. The workspace described by the user is a synthetic ephemeral fixture, not the user's live files. Solve the task using the provided tools through native function calling. Call tools with JSON arguments."},{"role":"user","content":"The work...	tool	r0b0tlab/deepseek-v4-pro-0813-agentic	canonical	deepseek-v4-pro	true		6	multi_turn_tool	traj_success	0						false
[{"role":"user","content":"<\|im_start\|>user\nWe have a raw EVM hex bytecode stream `600561046f55`. Write and execute a Python script to decode the opcodes (`PUSH1`, `PUSH2`, `SSTORE`) and inspect which storage slot is being modified.<\|im_end\|>\n<\|im_start\|>assistant"},{"role":"assistant","content":"<think>\nI will writ...	agent	True2456/code-as-action	train	frontier-generated	false		0			0						false
[{"role":"user","content":"<start_of_turn>user\nWe have the following x86_64 stack frame setup:\n push rbp\n mov rbp, rsp\n sub rsp, 64\n mov QWORD PTR [rbp-40], 1483\n mov rax, QWORD PTR [rbp-40]\nWrite and execute a Python script to simulate this stack frame offset and verify the ret...	coding	True2456/code-as-action	train	frontier-generated	false		0			0						false
[{"role":"system","content":"You are a careful deterministic workspace assistant. The workspace described by the user is a synthetic ephemeral fixture, not the user's live files. Solve the task using the provided tools through native function calling. Call tools with JSON arguments."},{"role":"user","content":"The work...	tool	r0b0tlab/deepseek-v4-pro-0813-agentic	canonical	deepseek-v4-pro	true	{"top_item": "calmvalves", "total": 995}	7	multi_turn_tool	traj_recovery	0						false
[{"role":"system","content":"You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. If available tools are not relevant in assisting with user query, just respond in natural conversational languag...	coding	lambda/hermes-agent-reasoning-traces	kimi	Kimi-K2.5	false		0			0		7e574ea1-bb56-4426-a626-36be1d2e15fa	Terminal & Coding	Terminal Tasks	Set up GitHub Actions CI for a VS Code extension project with linting and testing	true
[{"role":"user","content":"<\|im_start\|>user\nOur distributed worker pool (`pool_229.py`) suffers from a subtle race condition under concurrency load. When running 13 async workers incrementing a shared state counter 729 times each, the final total frequently falls below the expected invariant (9477). Write an executabl...	coding	True2456/code-as-action	train	frontier-generated	false		0			0						false
[{"role":"user","content":"<\|im_start\|>user\nWe have a raw EVM hex bytecode stream `600861040455`. Write and execute a Python script to decode the opcodes (`PUSH1`, `PUSH2`, `SSTORE`) and inspect which storage slot is being modified.<\|im_end\|>\n<\|im_start\|>assistant"},{"role":"assistant","content":"<think>\nI will writ...	agent	True2456/code-as-action	train	frontier-generated	false		0			0						false
[{"role":"system","content":"You are a careful deterministic workspace assistant. The workspace described by the user is a synthetic ephemeral fixture, not the user's live files. Solve the task using the provided tools through native function calling. Call tools with JSON arguments."},{"role":"user","content":"Perform ...	tool	r0b0tlab/deepseek-v4-pro-0813-agentic	canonical	deepseek-v4-pro	true		6	multi_turn_tool	traj_success	0						false
[{"role":"user","content":"Discuss how Clubs in day-to-day life are defined and what members they consist of, including an example of a specific club and an analysis of how that club's members and rules satisfy the requirements to be called a club."},{"role":"assistant","content":"Members: Clubs consist of members who ...	agent	saidutta69/fable-5-premium-v2	agent_traces	claude-fable-5	false		0			1	manus_2379092					false
[{"role":"system","content":"You are a precise structured-output generator. Output only the requested format, with no extra text, no code fences."},{"role":"user","content":"Parse the following document and populate the YAML data structure per the schema. Take values ONLY from the document.\nSchema: {\"additionalProper...	agent	r0b0tlab/deepseek-v4-pro-0813-agentic	canonical	deepseek-v4-pro	true	{"city": "Novaatlas", "length": 271, "level": "critical", "name": "Kitemaple", "requiresReview": true, "size": 431}	0	single_turn	traj_success	0						false
[{"role":"system","content":"You are a planning assistant. ALWAYS output a numbered plan first, then the complete deliverable."},{"role":"user","content":"Design a data pipeline that ingests sales data, cleans it, aggregates it, and exports a report.\n\nFirst, write a numbered plan with 3-5 steps. Then, in the same res...	agent	r0b0tlab/deepseek-v4-pro-0813-agentic	canonical	deepseek-v4-pro	true	["ingest", "clean", "aggregate", "export"]	0	single_turn	traj_success	0						false
[{"role":"system","content":"You are an expert software engineer. Write complete, correct, runnable code in the language requested by the user. Follow the requested language, interface, and constraints. Explain the approach briefly when requested.","tool_calls":[],"tool_call_id":"","name":""},{"role":"user","content":"...	coding	saidutta69/qwen-glm-kimi-distillation-clean	sft_code	qwen3.8-max-preview	false		0	single_turn		0						false
[{"role":"user","content":"Explain an approach for identifying and fixing logical errors in JavaScript code."},{"role":"assistant","content":"1. Understand the intended behavior. Clarify the expected output and behavior of the code by discussing it with the author or checking documentation. This will establish a baseli...	coding	saidutta69/fable-5-premium-v2	agent_traces	claude-fable-5	false		0			1	manus_2328527					false
[{"role":"user","content":"Are there any animals that look very similar but are not closely related?"},{"role":"assistant","content":"In evolutionary biology, the phenomenon where unrelated or distantly related organisms evolve similar physical traits is called Convergent Evolution. \n\nThis occurs when different s...	coding	saidutta69/fable-5-premium-v2	agent_traces	claude-fable-5	false		0			1	manus_2381450					false
[{"role":"system","content":"You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. If available tools are not relevant in assisting with user query, just respond in natural conversational languag...	coding	lambda/hermes-agent-reasoning-traces	kimi	Kimi-K2.5	false		0			0		69b846b1-d327-4ed6-ad28-b1802c25f25e	Terminal & Coding	Terminal Tasks	Debug this error I'm getting when running `docker-compose up`: FileNotFoundError: config	true
[{"role":"user","content":"<\|im_start\|>user\nPerform automated screenshot verification on rendered frame buffer #0251: verify that sky region luminance (191) exceeds terrain luminance (61), confirming correct atmospheric horizon rendering and zero black-screen shader crashes.<\|im_end\|>\n<\|im_start\|>assistant"},{"role":...	agent	True2456/code-as-action	train	frontier-generated	false		0			0						false
[{"role":"system","content":"You are an expert software engineer. Write complete, correct, runnable code in the language requested by the user. Follow the requested language, interface, and constraints. Explain the approach briefly when requested.","tool_calls":[],"tool_call_id":"","name":""},{"role":"user","content":"...	coding	saidutta69/qwen-glm-kimi-distillation-clean	sft_code	qwen3.8-max-preview	false		0	single_turn		0						false
[{"role":"system","content":"You are a personal assistant with a perfect memory for details given in this conversation. Always state the requested values exactly."},{"role":"user","content":"I have meetings on Tuesday (12:00), Wednesday (13:00), and Thursday (13:00)."},{"role":"assistant","content":"Noted. You have mee...	agent	r0b0tlab/deepseek-v4-pro-0813-agentic	canonical	deepseek-v4-pro	true		0	multi_turn	traj_success	0						false
[{"role":"system","content":"You are an expert mathematician. Solve the given problem with complete rigor.\n\nFormat your response EXACTLY as:\n<think>\n[Your complete step-by-step reasoning. Show all intermediate calculations.\nIf you make an error and catch it, show the correction.\nEnd with a clear statement of the ...	math	saidutta69/qwen-glm-kimi-distillation-clean	sft_math	qwen3.8-max-preview	false		0	single_turn		0						false
[{"role":"system","content":"You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. If available tools are not relevant in assisting with user query, just respond in natural conversational languag...	coding	lambda/hermes-agent-reasoning-traces	glm-5.1	GLM-5.1	false		0			0		e45ca833-8598-49b7-8cd0-72151c7d8345	Terminal & Coding	Terminal Tasks	Use the OCR and documents skill to extract text from a screenshot of an error message.	true