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 | ||||
[{"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 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 | 5 | multi_turn_tool | traj_success | 0 | false | ||||||
[{"role":"system","content":"You are a precise, instruction-following assistant. Follow every constraint in the user's request exactly. Do not add commentary about the constraints."},{"role":"user","content":"Discuss open source software for a non-technical reader.\n\nFollow ALL of these instructions exactly:\n1. Inclu... | instruction | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | 0 | single_turn | traj_success | 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 | 4c8e028d-2d20-4a7b-9b05-188097b3abff | Terminal & Coding | Terminal Tasks | Write a Python script that reads a CSV file, cleans the data by removing duplicates and fixing fo... | true | ||||
[{"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 | 1e547d88-05fc-455e-81e9-2a44d997f3fc | Repository Tasks | Codebase Exploration | The repository facebook/react-native (C++) has been cloned to /workspace/repo. cd into it and comple | true | ||||
[{"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 precise, instruction-following assistant. Follow every constraint in the user's request exactly. Do not add commentary about the constraints."},{"role":"user","content":"Explain the water cycle for a high-school audience.\n\nFollow ALL of these instructions exactly:\n1. Begin your... | instruction | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | 0 | single_turn | traj_success | 0 | false | ||||||
[{"role":"user","content":"Create a 'Web-based Real-time Sculpting' tool that uses Marching Cubes. The user 'adds' or 'removes' fluid with a brush. Implement a local re-meshing algorithm that only updates the voxels within the brush's radius. Constraint: The update must be instantaneous (< 5ms) to feel responsive to th... | coding | saidutta69/fable-5-premium-v2 | agent_traces | claude-fable-5 | false | 0 | 1 | manus_2364805 | false | |||||||
[{"role":"user","content":"<|im_start|>user\nVerify that our WGSL Fractal Brownian Motion (FBM) heightmap compute function with 7 octaves and base frequency 0.025 stays strictly bounded within [-1.0, 1.0] at world coordinate (431, 1539) 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":"Use tools only when they can answer the request. Ground every tool-based claim in a matching receipt; ask for missing required arguments; abstain when the tools lack the needed evidence.","tool_calls":[],"tool_call_id":"","name":""},{"role":"user","content":"Two records are available: POL-0... | tool | saidutta69/qwen-glm-kimi-distillation-clean | sft_tools | qwen3.8-max-preview | false | 6 | multi_turn | 0 | false | |||||||
[{"role":"system","content":"You are an expert logical reasoner. Think through the problem carefully.\n\nFormat your response EXACTLY as:\n<think>\n[Break down the problem into components.\nConsider multiple hypotheses if applicable.\nEliminate incorrect paths explicitly.\nBuild toward the conclusion step by step.]\n</... | instruction | saidutta69/qwen-glm-kimi-distillation-clean | sft_reasoning | qwen3.8-max-preview | false | 0 | single_turn | 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":"<|im_start|>user\nPerform automated screenshot verification on rendered frame buffer #0240: verify that sky region luminance (180) exceeds terrain luminance (75), 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 logical reasoner. Think through the problem carefully.\n\nFormat your response EXACTLY as:\n<think>\n[Break down the problem into components.\nConsider multiple hypotheses if applicable.\nEliminate incorrect paths explicitly.\nBuild toward the conclusion step by step.]\n</... | stem | saidutta69/qwen-glm-kimi-distillation-clean | sft_reasoning | qwen3.8-max-preview | false | 0 | single_turn | 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 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":"<|im_start|>user\nOur distributed worker pool (`pool_211.py`) suffers from a subtle race condition under concurrency load. When running 11 async workers incrementing a shared state counter 711 times each, the final total frequently falls below the expected invariant (7821). Write an executabl... | coding | True2456/code-as-action | train | frontier-generated | false | 0 | 0 | false | ||||||||
[{"role":"system","content":"You are a helpful, precise assistant. Follow instructions exactly.\n\nFormat your response as:\n<think>\n[Understand what is being asked. Identify constraints and requirements.\nPlan your response structure.]\n</think>\n\n[Your complete, well-structured response following all given constrai... | instruction | saidutta69/qwen-glm-kimi-distillation-clean | sft | qwen3.8-max-preview | 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":"user","content":"Please select the word that best matches the following description.\nInput: A state susceptible to external factors."},{"role":"assistant","content":"Based on your description, the word that best matches is **Vulnerability**.\n\nDepending on the specific context (scientific, social, or techni... | stem | saidutta69/fable-5-premium-v2 | agent_traces | claude-fable-5 | false | 0 | 1 | manus_2319114 | false | |||||||
[{"role":"system","content":"You are a precise, instruction-following assistant. Follow every constraint in the user's request exactly. Do not add commentary about the constraints."},{"role":"user","content":"List tips for better coffee brewing.\n\nFollow ALL of these instructions exactly:\n1. End your response with th... | instruction | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | 0 | single_turn | traj_success | 0 | false | ||||||
[{"role":"system","content":"You are an orchestration assistant. Follow the decomposition format exactly."},{"role":"user","content":"Produce a report on urban composting.\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 se... | agent | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | 0 | single_turn | traj_success | 0 | false | ||||||
[{"role":"user","content":"In what contexts might the core principles of deductive and inductive reasoning be inadequate to fully explain expanding beyond the standard definitions and examples commonly used, requiring additional steps beyond providing my own new examples of each that go beyond simple claims with known ... | agent | saidutta69/fable-5-premium-v2 | agent_traces | claude-fable-5 | false | 0 | 1 | manus_2343874 | 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): 10001460.\n\nFind gcd(142, 108) and lcm(142, 10... | math | saidutta69/qwen-glm-kimi-distillation-clean | sft_math | kimi-code/k3 | false | 0 | single_turn | 0 | false | |||||||
[{"role":"user","content":"Philosophy of cosmology: explain anthropic reasoning, distinguish weak vs strong forms, and state one methodological risk."},{"role":"assistant","content":"Weak anthropic reasoning conditions observations on observer existence; strong forms posit deeper selection or necessity. A key risk is c... | agent | saidutta69/fable-5-premium-v2 | agent_traces | claude-fable-5 | false | 0 | 1 | manus_196002 | false | |||||||
[{"role":"user","content":"<|im_start|>user\nWrite a static AST taint analysis script in Python to audit `app_322.py` and detect unvalidated data flow from request parameter `user_payload_322` into SQL sink `cursor.execute()`. Execute the script to prove zero-day vulnerability detection.<|im_end|>\n<|im_start|>assistan... | coding | 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":"user","content":"Write complete WebGL bowling scene bootstrap code (variant 825): renderer, lane mesh, pin positions. [webgl_bowling-complete_file_build-025]"},{"role":"assistant","content":"Here is the complete code:\nFile: bowling.js\n```javascript\nfunction initBowling(canvas){\n const gl = canvas.getCont... | coding | saidutta69/fable-5-premium-v2 | agent_traces | claude-fable-5 | false | 0 | 1 | manus_2342910 | false | |||||||
[{"role":"user","content":"Implement a 'Compact Relocation' (SHT_RELR) encoder/decoder in Python. This recently added ELF standard uses a bitmap-based approach to store relative relocations. Constraints: Your encoder must achieve a compression ratio of at least 2x compared to standard `Elf64_Rela` tables for a typical ... | coding | saidutta69/fable-5-premium-v2 | agent_traces | claude-fable-5 | false | 0 | 1 | manus_2371949 | 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 | 8 | multi_turn_tool | 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 | 3d65afe8-d51b-4339-82a0-c5d0c78f7976 | Browser Automation | Browser Tasks | Navigate to https://hub | true | ||||
[{"role":"user","content":"Create a list often everyday household items and describe their functions in a safe and accessible way for people with various physical and cognitive abilities. Consider features that may improve the usability of the items for people with disabilities, while maintaining affordability and aest... | coding | saidutta69/fable-5-premium-v2 | agent_traces | claude-fable-5 | false | 0 | 1 | manus_2390484 | false | |||||||
[{"role":"system","content":"You are a helpful, precise assistant. Follow instructions exactly.\n\nFormat your response as:\n<think>\n[Understand what is being asked. Identify constraints and requirements.\nPlan your response structure.]\n</think>\n\n[Your complete, well-structured response following all given constrai... | instruction | saidutta69/qwen-glm-kimi-distillation-clean | sft | qwen3.8-max-preview | false | 0 | 0 | false | ||||||||
[{"role":"system","content":"You are a precise mathematician. Show brief steps, then end with exactly 'Answer: <value>'."},{"role":"user","content":"What is 46% of 100? Show your steps and end with: Answer: <value>"},{"role":"assistant","content":"46% of 100 = (46/100) × 100 = 46\n\nAnswer: 46"}] | math | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | "46.0" | 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":"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 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 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":"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": "rapidmeters", "total": 1144} | 5 | multi_turn_tool | traj_recovery | 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":"Read the... | tool | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | 4 | multi_turn_tool | traj_recovery | 0 | false | ||||||
[{"role":"user","content":"<start_of_turn>user\nPerform automated screenshot verification on rendered frame buffer #0340: verify that sky region luminance (190) exceeds terrain luminance (75), 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":"user","content":"Using the symbols x, y, z , e and π , create three trigonometric identities involving angles θ and φ, requiring the use of addition, subtraction, multiplication and division of trigonometric functions and their inverses, such that each identity contains least one inverse trigonometric functio... | coding | saidutta69/fable-5-premium-v2 | agent_traces | claude-fable-5 | false | 0 | 1 | manus_2401970 | 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":"1) Use j... | tool | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | 5 | multi_turn_tool | traj_success | 0 | false | ||||||
[{"role":"user","content":"<|im_start|>user\nOur distributed worker pool (`pool_188.py`) suffers from a subtle race condition under concurrency load. When running 12 async workers incrementing a shared state counter 688 times each, the final total frequently falls below the expected invariant (8256). Write an executabl... | coding | True2456/code-as-action | train | frontier-generated | false | 0 | 0 | false | ||||||||
[{"role":"user","content":"<|im_start|>user\nVerify that our WGSL Fractal Brownian Motion (FBM) heightmap compute function with 5 octaves and base frequency 0.025 stays strictly bounded within [-1.0, 1.0] at world coordinate (1681, 789) 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 personal assistant with a perfect memory for details given in this conversation. Always state the requested values exactly."},{"role":"user","content":"Book flight FL2302 for 2026-11-28, seat 17C, please."},{"role":"assistant","content":"Booked flight FL2302 for 2026-11-28, seat 1... | agent | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | 0 | multi_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 | 4 | multi_turn_tool | 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": "rapidvalves", "total": 1246} | 2 | multi_turn_tool | traj_success | 0 | false | |||||
[{"role":"system","content":"You are a precise, instruction-following assistant. Follow every constraint in the user's request exactly. Do not add commentary about the constraints."},{"role":"user","content":"Explain sleep hygiene and give actionable steps.\n\nFollow ALL of these instructions exactly:\n1. Write all num... | instruction | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | 0 | single_turn | traj_success | 0 | false | ||||||
[{"role":"system","content":"You are a precise, instruction-following assistant. Follow every constraint in the user's request exactly. Do not add commentary about the constraints."},{"role":"user","content":"Describe deep sea exploration and why it matters.\n\nFollow ALL of these instructions exactly:\n1. Write all nu... | instruction | 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 | 5 | multi_turn_tool | 0 | false | |||||||
[{"role":"system","content":"You are a multilingual assistant. Always answer in the language the user uses. Follow format instructions exactly."},{"role":"user","content":"Réponds en français. Divise ta réponse en exactement 5 points. Chaque point DOIT commencer par '-' sur sa propre ligne. N'écris aucune phrase d'intr... | agent | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | 0 | multi_turn | traj_success | 0 | false | ||||||
[{"role":"system","content":"You are a precise, instruction-following assistant. Follow every constraint in the user's request exactly. Do not add commentary about the constraints."},{"role":"user","content":"Summarize how solar panels work and their tradeoffs.\n\nFollow ALL of these instructions exactly:\n1. Use exact... | instruction | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | 0 | single_turn | traj_success | 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 | 5d2fbbc9-386e-4a2d-80f6-05fdaa7f2b87 | Repository Tasks | Testing | The repository iptv-org/iptv (TypeScript) has been cloned to /workspace/repo. cd into it and complet | true | ||||
[{"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 | kimi | Kimi-K2.5 | false | 0 | 0 | e40f9b38-15ad-4b66-ab24-2fcd2754902d | Terminal & Coding | Terminal Tasks | Write a Python script that uses subprocess to runs multiple commands in parallel and collects out... | true | ||||
[{"role":"system","content":"You are a multilingual assistant. Always answer in the language the user uses. Follow format instructions exactly."},{"role":"user","content":"Antworte auf Deutsch. Antworte in genau 4 Punkten. Jeder Punkt MUSS mit '-' in einer eigenen Zeile beginnen. Schreibe keine einleitenden Sätze.Thema... | agent | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | 0 | multi_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 | 4 | multi_turn_tool | 0 | false | |||||||
[{"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 uptime of Nimbus?\n2. How man... | agent | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | ["513", "1733", "Vantage", "36", "sensors"] | 0 | single_turn | traj_success | 0 | false | |||||
[{"role":"system","content":"You have perfect memory of this conversation. Follow memory-management instructions exactly."},{"role":"user","content":"Remember these device counts: printer=13, laptop=69, server=3."},{"role":"assistant","content":"Got it. I’ll remember the device counts:\n\n- printer = 13\n- laptop = 69\... | agent | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | ["printer=13", "laptop=69", "server=3"] | 0 | multi_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":"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 planning assistant. ALWAYS output a numbered plan first, then the complete deliverable."},{"role":"user","content":"Write a short report on school lunch programs: background, 2 key findings, recommendation.\n\nFirst, write a numbered plan with 3-5 steps. Then, in the same response... | agent | r0b0tlab/deepseek-v4-pro-0813-agentic | canonical | deepseek-v4-pro | true | ["background", "finding", "recommendation"] | 0 | single_turn | traj_success | 0 | false | |||||
[{"role":"system","content":"You are an expert logical reasoner. Think through the problem carefully.\n\nFormat your response EXACTLY as:\n<think>\n[Break down the problem into components.\nConsider multiple hypotheses if applicable.\nEliminate incorrect paths explicitly.\nBuild toward the conclusion step by step.]\n</... | instruction | saidutta69/qwen-glm-kimi-distillation-clean | sft_reasoning | qwen3.8-max-preview | false | 0 | single_turn | 0 | false | |||||||
[{"role":"user","content":"Risk assessment for talent retention risk in a 3489-person tech company. Likelihood-impact matrix, top 3 risks, mitigation with cost-benefit."},{"role":"assistant","content":"<think>\nLet me work through this problem from first principles.\n\nFirst, let me restate the problem formally: We hav... | coding | saidutta69/fable-5-premium-v2 | agent_traces | claude-fable-5 | false | 0 | 1 | manus_2338497 | false |
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