scenario stringlengths 20 149 | category stringclasses 9
values | complexity stringclasses 2
values | requires_tools bool 2
classes | word_count int64 3 30 | source stringclasses 1
value |
|---|---|---|---|---|---|
Write a haiku about debugging code. | coding | low | false | 6 | Talos-kimi-k2.6-Hermes-synthetic |
Implement a basic LRU cache in Python with O(1) get/put. | coding | low | false | 10 | Talos-kimi-k2.6-Hermes-synthetic |
If a train leaves at 8 AM traveling 60 mph and another leaves at 9 AM at 90 mph, when does the second catch up? | general | medium | false | 25 | Talos-kimi-k2.6-Hermes-synthetic |
Write a shell script that backs up a directory with rotation. | coding | low | false | 11 | Talos-kimi-k2.6-Hermes-synthetic |
Explain the halting problem in simple terms. | history | low | false | 7 | Talos-kimi-k2.6-Hermes-synthetic |
Look up the difference between HTTP/2 and HTTP/3. | tool_use | low | true | 8 | Talos-kimi-k2.6-Hermes-synthetic |
Create a FastAPI endpoint that accepts a file upload and validates MIME type. | coding | low | false | 13 | Talos-kimi-k2.6-Hermes-synthetic |
Search for a healthy vegetarian dinner recipe. | tool_use | low | true | 7 | Talos-kimi-k2.6-Hermes-synthetic |
Write a SQL query to find the second highest salary per department. | coding | low | true | 12 | Talos-kimi-k2.6-Hermes-synthetic |
I want to learn about LLMs. Ask my current ML knowledge level. | general | low | false | 12 | Talos-kimi-k2.6-Hermes-synthetic |
Create a Python script that monitors a directory for new files. | coding | low | false | 11 | Talos-kimi-k2.6-Hermes-synthetic |
A cube has volume 64. What's the surface area? | general | low | false | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Draft a README.md for a fictional Python library called 'quantum-cats'. | coding | low | false | 10 | Talos-kimi-k2.6-Hermes-synthetic |
Find the release date of the next GTA game. | tool_use | low | true | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Implement binary search in Python with recursive and iterative versions. | coding | low | false | 10 | Talos-kimi-k2.6-Hermes-synthetic |
Create a Docker Compose file for a PostgreSQL + Redis stack. | coding | low | false | 11 | Talos-kimi-k2.6-Hermes-synthetic |
Write a job posting for a senior MLOps engineer. | creative | low | false | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Find the melting point of gallium. | tool_use | low | true | 6 | Talos-kimi-k2.6-Hermes-synthetic |
Look up the population of Canada and compare it to Australia. | tool_use | low | true | 11 | Talos-kimi-k2.6-Hermes-synthetic |
I need to improve my team's CI/CD. Ask about current stack and pain points. | reasoning | low | false | 14 | Talos-kimi-k2.6-Hermes-synthetic |
Solve: 3x + 7 = 2(x - 1) + 15. Show your work. | reasoning | low | false | 13 | Talos-kimi-k2.6-Hermes-synthetic |
Draft a tweet thread (3 tweets) explaining neural networks simply. | creative | low | false | 10 | Talos-kimi-k2.6-Hermes-synthetic |
Build a Python generator that yields Fibonacci numbers indefinitely. | coding | low | false | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Look up the rules of Cricket in 3 sentences. | tool_use | low | true | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Build a simple REST API in Flask with CRUD for a Todo list. | coding | low | false | 13 | Talos-kimi-k2.6-Hermes-synthetic |
Write a recipe for 'Error 404 Soup' in a humorous style. | creative | low | false | 11 | Talos-kimi-k2.6-Hermes-synthetic |
Implement merge sort in Python and explain the time complexity. | coding | low | false | 10 | Talos-kimi-k2.6-Hermes-synthetic |
Help me choose a laptop. Ask about my use case and budget. | general | low | false | 12 | Talos-kimi-k2.6-Hermes-synthetic |
Create a comparison table: Python vs Rust for systems programming. | coding | low | false | 10 | Talos-kimi-k2.6-Hermes-synthetic |
I want to start a blog. Ask questions to help me pick a niche. | general | low | false | 14 | Talos-kimi-k2.6-Hermes-synthetic |
Draft a professional email requesting a deadline extension. | creative | low | false | 8 | Talos-kimi-k2.6-Hermes-synthetic |
Look up the chemical formula for caffeine. | tool_use | low | true | 7 | Talos-kimi-k2.6-Hermes-synthetic |
Help me plan a 3-day trip to New York. Ask what I like to do first. | general | low | false | 16 | Talos-kimi-k2.6-Hermes-synthetic |
I want to learn a new programming language. Recommend one and ask about my background. | general | low | false | 15 | Talos-kimi-k2.6-Hermes-synthetic |
I want to build a mobile app. Ask about platform and feature requirements. | coding | low | false | 13 | Talos-kimi-k2.6-Hermes-synthetic |
I need to refactor legacy code. Ask about the codebase details. | coding | low | false | 11 | Talos-kimi-k2.6-Hermes-synthetic |
Look up the definition of 'antidisestablishmentarianism'. | tool_use | low | true | 6 | Talos-kimi-k2.6-Hermes-synthetic |
Find the current weather in Tokyo and suggest what to wear. | tool_use | low | true | 11 | Talos-kimi-k2.6-Hermes-synthetic |
Search for the plot summary of 'Dune: Part Two'. | tool_use | low | true | 9 | Talos-kimi-k2.6-Hermes-synthetic |
I need a database for my app. Ask about scale and requirements to suggest the right one. | general | low | false | 17 | Talos-kimi-k2.6-Hermes-synthetic |
If it takes 5 machines 5 minutes to make 5 widgets, how long for 100 machines to make 100 widgets? | general | low | false | 20 | Talos-kimi-k2.6-Hermes-synthetic |
Look up the top 3 programming languages in 2024 by popularity. | tool_use | low | true | 11 | Talos-kimi-k2.6-Hermes-synthetic |
Help me pick a cloud provider. Ask about workload and compliance needs. | general | low | false | 12 | Talos-kimi-k2.6-Hermes-synthetic |
A rope burns in 60 minutes. You have two ropes. Measure 45 minutes. | general | low | false | 13 | Talos-kimi-k2.6-Hermes-synthetic |
Help me design a logo. Ask about brand values and style preferences. | creative | low | false | 12 | Talos-kimi-k2.6-Hermes-synthetic |
Explain the difference between correlation and causation with examples. | history | low | false | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Write a dialogue between a skeptic and an AI researcher. | creative | low | false | 10 | Talos-kimi-k2.6-Hermes-synthetic |
Write a limerick about machine learning. | creative | low | false | 6 | Talos-kimi-k2.6-Hermes-synthetic |
If you flip a fair coin 4 times, what's the probability of at least 3 heads? | reasoning | low | false | 16 | Talos-kimi-k2.6-Hermes-synthetic |
A farmer has 17 sheep and all but 9 die. How many are left? | general | low | false | 14 | Talos-kimi-k2.6-Hermes-synthetic |
Implement a Bloom filter in Python and explain false positives. | coding | low | false | 10 | Talos-kimi-k2.6-Hermes-synthetic |
Create a Makefile target that runs linting, tests, and builds a wheel. | creative | low | false | 12 | Talos-kimi-k2.6-Hermes-synthetic |
Search for a summary of the 2024 Nobel Prize in Physics. | tool_use | low | true | 11 | Talos-kimi-k2.6-Hermes-synthetic |
Search for the tallest building in the world and its height. | tool_use | low | true | 11 | Talos-kimi-k2.6-Hermes-synthetic |
Help me set up a home server. Ask about use cases and hardware budget. | general | low | false | 14 | Talos-kimi-k2.6-Hermes-synthetic |
Help me meal prep for the week. Ask dietary restrictions and preferences. | general | low | false | 12 | Talos-kimi-k2.6-Hermes-synthetic |
Write a Python context manager that temporarily changes the working directory. | coding | low | false | 11 | Talos-kimi-k2.6-Hermes-synthetic |
I need help with a project. Ask me clarifying questions to figure out what I need. | general | low | false | 16 | Talos-kimi-k2.6-Hermes-synthetic |
Solve the tower of Hanoi for 4 disks step by step. | general | low | false | 11 | Talos-kimi-k2.6-Hermes-synthetic |
I want to contribute to open source. Ask about my skills and interests. | general | low | false | 13 | Talos-kimi-k2.6-Hermes-synthetic |
Write a resignation letter that is polite but firm. | creative | low | false | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Create a marketing slogan for a time-travel app. | creative | low | false | 8 | Talos-kimi-k2.6-Hermes-synthetic |
Explain the pigeonhole principle and give a surprising application. | history | low | false | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Build a GitHub Actions workflow that runs pytest on push. | coding | low | false | 10 | Talos-kimi-k2.6-Hermes-synthetic |
I need a resume review. Ask about target roles and experience level. | general | low | false | 12 | Talos-kimi-k2.6-Hermes-synthetic |
Explain Gödel's incompleteness theorems at a high level. | general | low | false | 8 | Talos-kimi-k2.6-Hermes-synthetic |
Search for the distance between Earth and Mars right now. | tool_use | low | true | 10 | Talos-kimi-k2.6-Hermes-synthetic |
Help me debug a slow query. Ask about the schema and indexes. | general | low | false | 12 | Talos-kimi-k2.6-Hermes-synthetic |
Explain the Monty Hall problem and why switching is optimal. | history | low | false | 10 | Talos-kimi-k2.6-Hermes-synthetic |
Implement a thread-safe producer-consumer queue in Python. | coding | low | false | 7 | Talos-kimi-k2.6-Hermes-synthetic |
Write a TypeScript function that debounces user input. | coding | low | false | 8 | Talos-kimi-k2.6-Hermes-synthetic |
Find the current exchange rate USD to EUR. | tool_use | low | true | 8 | Talos-kimi-k2.6-Hermes-synthetic |
Create a CLI tool that converts CSV to JSON. | creative | low | false | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Explain Bayes' theorem with a concrete medical-testing example. | general | low | false | 8 | Talos-kimi-k2.6-Hermes-synthetic |
Draft a proposal for a company hackathon. | creative | low | false | 7 | Talos-kimi-k2.6-Hermes-synthetic |
Write a Python script that parses a log file and counts error frequencies. | coding | low | false | 13 | Talos-kimi-k2.6-Hermes-synthetic |
Help me choose a testing strategy. Ask about tech stack and team size. | general | low | false | 13 | Talos-kimi-k2.6-Hermes-synthetic |
Explain why the square root of 2 is irrational. | reasoning | low | false | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Search for a beginner-friendly tutorial on PyTorch. | tool_use | low | true | 7 | Talos-kimi-k2.6-Hermes-synthetic |
Write a bash one-liner that finds the 10 largest files in a directory. | coding | low | false | 13 | Talos-kimi-k2.6-Hermes-synthetic |
If a clock's hands overlap at 12:00, when do they next overlap? | general | low | false | 12 | Talos-kimi-k2.6-Hermes-synthetic |
I want to automate my finances. Ask about current tools and goals. | general | low | false | 12 | Talos-kimi-k2.6-Hermes-synthetic |
Find the current stock price of NVIDIA and its P/E ratio. | tool_use | low | true | 11 | Talos-kimi-k2.6-Hermes-synthetic |
I need to negotiate a salary. Ask about current offer and market data. | general | low | false | 13 | Talos-kimi-k2.6-Hermes-synthetic |
If 6 workers build a wall in 10 days, how long for 15 workers? | coding | low | false | 14 | Talos-kimi-k2.6-Hermes-synthetic |
Create a product description for a smart water bottle. | coding | low | false | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Find the latest SpaceX Starship launch news. | tool_use | low | true | 7 | Talos-kimi-k2.6-Hermes-synthetic |
Search the web for the latest Python 3.13 release date and key features. | coding | low | false | 13 | Talos-kimi-k2.6-Hermes-synthetic |
What's the expected value of rolling a fair 6-sided die? | general | low | false | 10 | Talos-kimi-k2.6-Hermes-synthetic |
Write a regex that validates email addresses (RFC 5322 simplified). | creative | low | false | 10 | Talos-kimi-k2.6-Hermes-synthetic |
A bat and ball cost $11 total. The bat costs $10 more than the ball. How much is the ball? | general | low | false | 20 | Talos-kimi-k2.6-Hermes-synthetic |
Create a Python script that generates a Markdown table from a list of dicts. | coding | low | false | 14 | Talos-kimi-k2.6-Hermes-synthetic |
Create a simple HTTP server in Go that serves static files. | creative | low | false | 11 | Talos-kimi-k2.6-Hermes-synthetic |
Write a Python script that downloads a webpage and extracts all links. | coding | low | false | 12 | Talos-kimi-k2.6-Hermes-synthetic |
Build a Python decorator that logs function execution time. | coding | low | false | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Find the current price of Bitcoin and explain a recent trend. | tool_use | low | true | 11 | Talos-kimi-k2.6-Hermes-synthetic |
What is the difference between speed and velocity? | general | low | false | 8 | Talos-kimi-k2.6-Hermes-synthetic |
If you double a number and add 10, you get 34. What is the number? | general | low | false | 15 | Talos-kimi-k2.6-Hermes-synthetic |
Explain the significance of the Moon landing in 1969. | history | low | false | 9 | Talos-kimi-k2.6-Hermes-synthetic |
Explain how a laser works. | science | low | false | 5 | Talos-kimi-k2.6-Hermes-synthetic |
End of preview. Expand in Data Studio
Talos Scenarios
A collection of 602 unique agentic task scenarios/prompts extracted from the Talos synthetic trace generation pipeline. These scenarios were used to generate the DJLougen/Talos-kimi-k2.6-Hermes-synthetic dataset via kimi-k2.6.
Source Dataset
These scenarios originate from: DJLougen/Talos-kimi-k2.6-Hermes-synthetic
What's Inside
| Field | Type | Description |
|---|---|---|
scenario |
str | The user prompt / task description |
category |
str | Domain tag: coding, reasoning, creative, tool_use, science, history, business, philosophy, general |
complexity |
str | low / medium / high based on word count |
requires_tools |
bool | Whether the scenario likely requires external tool/API access |
word_count |
int | Length of the prompt in words |
source |
str | Parent dataset reference |
Statistics
| Category | Count |
|---|---|
| general | 160 |
| coding | 115 |
| history | 115 |
| science | 83 |
| tool_use | 54 |
| creative | 53 |
| reasoning | 16 |
| philosophy | 4 |
| business | 2 |
Total: 602 unique scenarios
Usage
Load with HuggingFace datasets
from datasets import load_dataset
ds = load_dataset("DJLougen/Talos-Scenarios", split="train")
print(ds[0]["scenario"])
Filter by category
coding = ds.filter(lambda x: x["category"] == "coding")
Use for synthetic trace generation
for example in ds:
prompt = example["scenario"]
# Feed to your LLM to generate agentic traces
License
MIT — synthetic data generated for training purposes.
Contact
Created by DJLougen as part of the Talos agentic trace curation pipeline.
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