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skills-gemini-gemini-3.5-flash-oh-crystallographic-wyckoff-position-analysis | null | null | null | null | null | You are a materials science researcher. You want to analyze the crystal structure of a few samples. You are given a few CIF files generated by SHELX through X-ray Diffraction.
To process the given CIF file data in batches, you are required to build a function in python to analyze Wyckoff position multiplicities and ca... | crystallographic-wyckoff-position-analysis | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/google/gemini-3.5-flash/benchflow__skillsbench/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/crystallographic-wyckoff-position-analysis","passed":false,"reward":0.45,"task_image":... | You are a materials science researcher. You want to analyze the crystal structure of a few samples. You are given a few CIF files generated by SHELX through X-ray Diffraction.
To process the given CIF file data in batches, you are required to build a function in python to analyze Wyckoff position multiplicities and ca... | 31 | runs/skills_bench/google/gemini-3.5-flash/benchflow__skillsbench/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/crystallographic-wyckoff-position-analysis.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all | false | null | gemini/gemini-3.5-flash | null | null | 980,999 | 20,108 | 26,452 |
skills-gpt-5.5-2026-04-23-oh-ada-bathroom-plan-repair | null | null | null | null | null | # Task
You are given a standardized 2D toilet-room CAD plan. Extract the original room layout, identify the plan-view ADA (Americans with Disabilities Act)-derived accessibility violations, and produce a minimally invasive repaired CAD layout that satisfies the provided rules while preserving the original design where... | ada-bathroom-plan-repair | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/openai/gpt-5.5/benchflow__skillsbench/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/ada-bathroom-plan-repair","passed":true,"reward":1.0,"task_image":"openhands-skillsbench/ada-bathroo... | # Task
You are given a standardized 2D toilet-room CAD plan. Extract the original room layout, identify the plan-view ADA (Americans with Disabilities Act)-derived accessibility violations, and produce a minimally invasive repaired CAD layout that satisfies the provided rules while preserving the original design where... | 16 | runs/skills_bench/openai/gpt-5.5/benchflow__skillsbench/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/ada-bathroom-plan-repair.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all | true | null | gpt-5.5-2026-04-23 | null | null | 588,392 | 11,119 | 26,684 |
skills-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-shock-analysis-supply | null | null | null | null | null | This task is to estimate an investment spending shock to a small open economy (Georgia) using Cobb-Douglas production function to estimate the potential GDP. The investment will last 8 years beginning from 2026, which worths 6.5 billion USD. You are going to collect the relevant data from multiple online sources, popul... | shock-analysis-supply | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/vllm_local/minimax/minimax-M3/benchflow__skillsbench/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/shock-analysis-supply/critic_attempt_1/run_c3341ced34e... | This task is to estimate an investment spending shock to a small open economy (Georgia) using Cobb-Douglas production function to estimate the potential GDP. The investment will last 8 years beginning from 2026, which worths 6.5 billion USD. You are going to collect the relevant data from multiple online sources, popul... | 86 | runs/skills_bench/vllm_local/minimax/minimax-M3/benchflow__skillsbench/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/shock-analysis-supply.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-logprobs-all | false | null | fireworks_ai/accounts/fireworks/models/minimax-m3 | null | null | 5,585,891 | 172,864 | 215,790 |
skills-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-lake-warming-attribution | null | null | null | null | null | My data is in `/root/data/`, which includes:
1. `water_temperature.csv`: Lake surface temperature (0-5m)
2. `climate.csv`: Climate variables
3. `land_cover.csv`: Land cover data
4. `hydrology.csv`: Hydrology data
First, I want to do a trend analysis to determine whether there is a long-term warming trend for the water... | lake-warming-attribution | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/vllm_local/minimax/minimax-M3/benchflow__skillsbench/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/lake-warming-attribution/critic_attempt_1/run_6275d07b... | My data is in `/root/data/`, which includes:
1. `water_temperature.csv`: Lake surface temperature (0-5m)
2. `climate.csv`: Climate variables
3. `land_cover.csv`: Land cover data
4. `hydrology.csv`: Hydrology data
First, I want to do a trend analysis to determine whether there is a long-term warming trend for the water... | 12 | runs/skills_bench/vllm_local/minimax/minimax-M3/benchflow__skillsbench/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/lake-warming-attribution.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-logprobs-all | true | null | fireworks_ai/accounts/fireworks/models/minimax-m3 | null | null | 134,145 | 2,924 | 6,655 |
skills-gpt-5.5-2026-04-23-oh-fix-erlang-ssh-cve | null | null | null | null | null | Erlang/OTP SSH is the built-in SSH server component of the Erlang/OTP platform.
A critical vulnerability was discovered in the Erlang/OTP SSH server, allowing attackers to execute arbitrary system commands remotely without authentication by crafting specific SSH protocol messages. In `/app/workspace/otp_src_27.3.2` we... | fix-erlang-ssh-cve | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/openai/gpt-5.5/benchflow__skillsbench/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/fix-erlang-ssh-cve","passed":true,"reward":1.0,"task_image":"openhands-skillsbench/fix-erlang-ssh-cv... | Erlang/OTP SSH is the built-in SSH server component of the Erlang/OTP platform.
A critical vulnerability was discovered in the Erlang/OTP SSH server, allowing attackers to execute arbitrary system commands remotely without authentication by crafting specific SSH protocol messages. In `/app/workspace/otp_src_27.3.2` we... | 35 | runs/skills_bench/openai/gpt-5.5/benchflow__skillsbench/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/fix-erlang-ssh-cve.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all | true | null | gpt-5.5-2026-04-23 | null | null | 1,284,276 | 5,511 | 10,081 |
skills-gemini-gemini-3.5-flash-oh-adaptive-cruise-control | null | null | null | null | null | You need to implement an Adaptive Cruise Control (ACC) simulation that maintains the set speed (30m/s) when no vehicles are detected ahead, and automatically adjusts speed to maintain a safe following distance when a vehicle is detected ahead. The targets are: speed rise time <10s, speed overshoot <5%, speed steady-sta... | adaptive-cruise-control | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/google/gemini-3.5-flash/benchflow__skillsbench/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/adaptive-cruise-control","passed":true,"reward":1.0,"task_image":"openhands-skillsbenc... | You need to implement an Adaptive Cruise Control (ACC) simulation that maintains the set speed (30m/s) when no vehicles are detected ahead, and automatically adjusts speed to maintain a safe following distance when a vehicle is detected ahead. The targets are: speed rise time <10s, speed overshoot <5%, speed steady-sta... | 63 | runs/skills_bench/google/gemini-3.5-flash/benchflow__skillsbench/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/adaptive-cruise-control.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all | true | null | gemini/gemini-3.5-flash | null | null | 2,998,881 | 40,166 | 55,966 |
skills-gemini-gemini-3.5-flash-oh-flood-risk-analysis | null | null | null | null | null | Find stations experienced flooding during April 1-7, 2025. USGS stations data is in `/root/data/michigan_stations.txt` which contains streamflow records. You should output a CSV file to `/root/output/flood_results.csv`. The 'flood_results.csv' should have two columns: `station_id` (the USGS station ID) and `flood_days... | flood-risk-analysis | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/google/gemini-3.5-flash/benchflow__skillsbench/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/flood-risk-analysis","passed":false,"reward":0.0,"task_image":"openhands-skillsbench/f... | Find stations experienced flooding during April 1-7, 2025. USGS stations data is in `/root/data/michigan_stations.txt` which contains streamflow records. You should output a CSV file to `/root/output/flood_results.csv`. The 'flood_results.csv' should have two columns: `station_id` (the USGS station ID) and `flood_days... | 41 | runs/skills_bench/google/gemini-3.5-flash/benchflow__skillsbench/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/flood-risk-analysis.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all | false | null | gemini/gemini-3.5-flash | null | null | 1,301,997 | 13,831 | 23,554 |
skills-gpt-5.5-2026-04-23-oh-invoice-fraud-detection | null | null | null | null | null | You need to analyze the following files to find any potential invoice fraud:
- `/root/invoices.pdf`: One invoice per page.
- `/root/vendors.xlsx`: Approved vendors with corresponding Vendor ID, Name, and authorized IBAN.
- `/root/purchase_orders.csv`: Valid purchase orders with corresponding PO Number, Amount, and Vend... | invoice-fraud-detection | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/openai/gpt-5.5/benchflow__skillsbench/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/invoice-fraud-detection","passed":false,"reward":0.0,"task_image":"openhands-skillsbench/invoice-fra... | You need to analyze the following files to find any potential invoice fraud:
- `/root/invoices.pdf`: One invoice per page.
- `/root/vendors.xlsx`: Approved vendors with corresponding Vendor ID, Name, and authorized IBAN.
- `/root/purchase_orders.csv`: Valid purchase orders with corresponding PO Number, Amount, and Vend... | 17 | runs/skills_bench/openai/gpt-5.5/benchflow__skillsbench/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/invoice-fraud-detection.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all | false | null | gpt-5.5-2026-04-23 | null | null | 297,328 | 1,816 | 6,521 |
skills-gemini-gemini-3.5-flash-oh-financial-modeling-qa | null | null | null | null | null | Please analysis large-scale data file and give me answer for a financial data analysis question.
The data file is located at /root/data.xlsx.
The background of the question is located at /root/background.pdf.
The question is: If the odd numbered games are played by Player 1, and the even numbered games are played by... | financial-modeling-qa | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/google/gemini-3.5-flash/benchflow__skillsbench/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/financial-modeling-qa","passed":true,"reward":1.0,"task_image":"openhands-skillsbench/... | Please analysis large-scale data file and give me answer for a financial data analysis question.
The data file is located at /root/data.xlsx.
The background of the question is located at /root/background.pdf.
The question is: If the odd numbered games are played by Player 1, and the even numbered games are played by... | 48 | runs/skills_bench/google/gemini-3.5-flash/benchflow__skillsbench/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/financial-modeling-qa.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all | true | null | gemini/gemini-3.5-flash | null | null | 1,645,233 | 27,561 | 38,744 |
skills-gemini-gemini-3.5-flash-oh-energy-ac-optimal-power-flow | null | null | null | null | null | As an operator-planner in an Independent System Operator, you create a base case for tomorrow's peak hour each morning in order to establish the voltage profile and verify that the day-ahead market schedule is AC-feasible. In order to do this, you should use the model described in `math-model.md` to find a least-cost, ... | energy-ac-optimal-power-flow | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/google/gemini-3.5-flash/benchflow__skillsbench/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/energy-ac-optimal-power-flow","passed":false,"reward":0.0,"task_image":"openhands-skil... | As an operator-planner in an Independent System Operator, you create a base case for tomorrow's peak hour each morning in order to establish the voltage profile and verify that the day-ahead market schedule is AC-feasible. In order to do this, you should use the model described in `math-model.md` to find a least-cost, ... | 53 | runs/skills_bench/google/gemini-3.5-flash/benchflow__skillsbench/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/energy-ac-optimal-power-flow.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all | false | null | gemini/gemini-3.5-flash | null | null | 2,184,815 | 30,260 | 47,699 |
skills-gemini-gemini-3.5-flash-oh-lake-warming-attribution | null | null | null | null | null | My data is in `/root/data/`, which includes:
1. `water_temperature.csv`: Lake surface temperature (0-5m)
2. `climate.csv`: Climate variables
3. `land_cover.csv`: Land cover data
4. `hydrology.csv`: Hydrology data
First, I want to do a trend analysis to determine whether there is a long-term warming trend for the water... | lake-warming-attribution | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/google/gemini-3.5-flash/benchflow__skillsbench/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/lake-warming-attribution","passed":true,"reward":1.0,"task_image":"openhands-skillsben... | My data is in `/root/data/`, which includes:
1. `water_temperature.csv`: Lake surface temperature (0-5m)
2. `climate.csv`: Climate variables
3. `land_cover.csv`: Land cover data
4. `hydrology.csv`: Hydrology data
First, I want to do a trend analysis to determine whether there is a long-term warming trend for the water... | 41 | runs/skills_bench/google/gemini-3.5-flash/benchflow__skillsbench/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/lake-warming-attribution.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all | true | null | gemini/gemini-3.5-flash | null | null | 1,205,030 | 20,992 | 31,707 |
skills-gpt-5.5-2026-04-23-oh-shock-analysis-supply | null | null | null | null | null | This task is to estimate an investment spending shock to a small open economy (Georgia) using Cobb-Douglas production function to estimate the potential GDP. The investment will last 8 years beginning from 2026, which worths 6.5 billion USD. You are going to collect the relevant data from multiple online sources, popul... | shock-analysis-supply | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/openai/gpt-5.5/benchflow__skillsbench/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/shock-analysis-supply","passed":false,"reward":0.0,"task_image":"openhands-skillsbench/shock-analysi... | This task is to estimate an investment spending shock to a small open economy (Georgia) using Cobb-Douglas production function to estimate the potential GDP. The investment will last 8 years beginning from 2026, which worths 6.5 billion USD. You are going to collect the relevant data from multiple online sources, popul... | 60 | runs/skills_bench/openai/gpt-5.5/benchflow__skillsbench/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/shock-analysis-supply.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all | false | null | gpt-5.5-2026-04-23 | null | null | 3,226,528 | 17,299 | 39,284 |
skills-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-edit-pdf | null | null | null | null | null | You are given a `PDF` file at `/root/input/input.pdf` and a text file at `/root/input/input.txt` containing natural language instructions and updated information.
Your task is to update this PDF using the latest information provided in the text file and follow all the instructions in it.
Use the text file as the sourc... | edit-pdf | null | null | null | null | null | null | null | null | null | null | skillsbench | null | {"conversation_persistence_dir":"/zfs1/users/brendan/benchmarks/eval_outputs/runs/skillsbench_valid43/vllm_local/minimax/minimax-M3/benchflow__skillsbench/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-logprobs-all/raw_conversations/edit-pdf/critic_attempt_1/run_25da3b16d8d64713a3eabf48... | You are given a `PDF` file at `/root/input/input.pdf` and a text file at `/root/input/input.txt` containing natural language instructions and updated information.
Your task is to update this PDF using the latest information provided in the text file and follow all the instructions in it.
Use the text file as the sourc... | 50 | runs/skills_bench/vllm_local/minimax/minimax-M3/benchflow__skillsbench/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/edit-pdf.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-logprobs-all | true | null | fireworks_ai/accounts/fireworks/models/minimax-m3 | null | null | 1,420,771 | 59,438 | 75,091 |
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