zjunlp/SkillNet-Gym
SkillNet-Gym: Harbor dataset on Hugging Face with 159 tasks. SkillNet-Gym is a benchmark of 159 terminal-based tasks for evaluating agents in skill-rich, reproducible environments. This repository uses the native Harbor task layout and can be consumed directly by Harbor without converting the task…
Tasks
- Load the three AnnData files:
- Train and evaluate a 3-class Iris species classifier from /root/iris.csv using a leakage-safe preprocessing + model pipeline, then write a…
- Load the three AnnData files:
- Using /root/iris.csv , build a deterministic, end-to-end modeling procedure that selects the single best-performing species classifier…
- Load all three AnnData files:
- Compute a single, deterministic “best-performing flood early-warning model” across the four station time series files and save the result…
- Create a single Excel “Delay vs Demand” workbook that quantifies (in one number) how strongly monthly airline demand relates to flight…
- Load the three AnnData files:
- Train a deterministic classifier that predicts species from the four numeric measurements in /root/iris.csv , then compute which single…
- Using the Iris dataset at /root/iris.csv , generate a single Excel report that identifies the one measurement (among sepal length, sepal…
- Create a single JSON artifact that identifies the unique LaTeX math expression that appears in all three input documents , and compute a…
- Create a single JSON artifact that identifies the one LaTeX math expression that is present in both /root/01-basic-example.md and…
- Using the three MATPOWER case files /root/case57.m , /root/case118.m , and /root/pglib opf case118 ieee.m , compute a single, uniquely…
- Build a deterministic “most critical line” identifier by combining DC power-flow results with graph-theoretic criticality across all three…
- Create a single Excel workbook that quantifies which U.S. construction-spending sector best tracks the microbial growth curve shape .
- Create a single Excel workbook that quantifies how much the “Blank” control in Dataset S9.csv would distort a construction time-series if…
- Using the two CIF files and the Materials Project HTML page, build a single JSON “polymorph fingerprint” that deterministically identifies…
- Create a single Excel workbook that answers this question: Which “time.year” in construction spending.csv has the highest per-hour…
- Create a single JSON artifact that quantifies how consistently the three provided documents represent the quadratic formula in LaTeX.
- Using all three input files ( countries.geojson , countries.geo.json , and geo-countries ), determine which country polygon changed the…
- Parse all three MATPOWER case files:
- Using both /root/ex1.bam and /root/learning bam file , create a single JSON artifact that answers this question:
- Using all three input CSVs ( Dataset S9.csv , construction.csv , construction spending.csv ), determine the single calendar month…
- Using all three provided files — /root/SiO2-Quartz-alpha.cif , /root/SiO2-Cristobalite.cif , and /root/1272701 —determine which CIF file…
- Using all three provided files ( /root/SiO2-Quartz-alpha.cif , /root/SiO2-Cristobalite.cif , and /root/1272701 ), build a single JSON…
- Create a single Excel workbook that identifies the unique fraud-flagging amount threshold which best transfers from the labeled fraud…
- Using all three PDF reports below:
- Using all three provided threat reports:
- Parse all three MATPOWER case files:
- Parse all three MATPOWER case files:
- Load all three provided SDF files ( /root/SDF , /root/SDF 2 , /root/benzene.sdf ) as molecules, standardize them (sanitize + standardize)…
- Create a single JSON artifact that identifies the one MITRE ATT&CK technique ID (format T or T . ) that is mentioned in the greatest…
- Create a single JSON artifact that deterministically identifies and counts the SharpDocx tutorial’s major sections , while also proving…
- Create a single alignment report that determines which of the three non-template DOCX files best matches the structure required by…
- Using both /root/flights 2.csv and /root/airlines.csv , identify the single airline (by carrier code) that has the highest cancellation…
- Create a single Excel report that verifies whether the alpha‑quartz CIF file matches the Materials Project mp‑6930 page on space group and…
- Create a single JSON “patient/study/plan consistency verdict” that cross-references identifiers across the two imaging instances (CT…
- Create a single JSON artifact that validates whether the BAM file /root/ex1.bam is consistent with the BAM/SAM format expectations…
- Create a single JSON artifact that verifies whether /root/ex1.bam is structurally consistent with the BAM/SAM specification described in…
- Using all three MATPOWER case files ( /root/case57.m , /root/case118.m , /root/pglib opf case118 ieee.m ), compute a deterministic…
- Parse the three MATPOWER case files /root/case57.m , /root/case118.m , and /root/pglib opf case118 ieee.m to compute a single, uniquely…
- Create a single Excel workbook that quantitatively compares brute-force vs. normal FTP behavior using both PCAPs, and uses the Wireshark…
- Using all three provided files, create a single Excel workbook that quantifies and compares FTP command behavior in the two PCAPs and ties…
- Parse all three MATPOWER case files ( case57.m , case118.m , pglib opf case118 ieee.m ) and compute a single, uniquely determined…
- Using all three MATPOWER case files ( /root/case57.m , /root/case118.m , /root/pglib opf case118 ieee.m ), compute a DC power flow for…
- Compute a single, uniquely defined “most critical transmission element” across the IEEE 118-bus cases by combining topology/ratings from…
- Create a single machine-verifiable JSON “consistency check” artifact that proves the RT Plan’s referenced imaging context matches the two…
- Create a single machine-verifiable JSON “study fingerprint” that uniquely characterizes all three provided DICOM objects by combining (a)…
- Using both /root/flights 2.csv and /root/airlines.csv , identify the single airline (by full name) that has the highest mean arrival delay…
- Using /root/flights 2.csv and the carrier lookup table /root/airlines.csv , identify the single airline (by full Description from…
- Create a single Excel workbook that validates RTPLAN references against the available CT and MR images and outputs a deterministic…
- You are tasked with performing a petrophysical evaluation and stratigraphic analysis on two nearby wells to assess their reservoir…
- You are tasked with generating a simplified lithology log and calculating the net-to-gross reservoir ratio from raw well log data.
- You are a petrophysicist tasked with evaluating a well log and generating a stratigraphic column. I have provided an archive welly…
- You are a battery reliability engineer. We have archived raw cycling data for NASA Li-ion batteries at /root/NASA Battery Dataset…
- I need you to analyze the CALCE CS2 battery datasets to detect hidden periodic degradation patterns in their capacity fade over time.
- You are tasked with identifying hidden periodic patterns in battery degradation data, which can often occur due to cyclic environmental…
- We are an Amazon FBA seller planning to lease a new prep warehouse to stage our inventory. We need to determine the required size of the…
- We are an Amazon FBA seller planning to lease a new prep warehouse to stage our inventory. We need to size the warehouse based on our…
- You are a statistical researcher summarizing observational data. I need you to compute crude Odds Ratios (OR) and 95% Confidence Intervals…
- I am conducting a meta-analysis on the efficacy of the BCG vaccine and need your help computing the effect measures and generating a…
- Title : Sociological Meta-Analysis: Computing Effect Measures and Visualizing Forest Plots
- You are a computational biologist tasked with processing flow cytometry data to extract high-quality singlet events.
- We need to build a transparent cost prediction model using our historical property sales data, which serves as a proxy for baseline…
- You are a bioinformatician tasked with analyzing sequencing data to visualize the nucleotide composition of a sample's consensus genome.
- I need you to process alignment data from two different bioinformatics archives to generate a comparative visualization of their consensus…
- You are tasked with validating a bioinformatics pipeline by simulating sequencing reads, calling variants, and preparing the results for…
- Context & Objective:
- You are tasked with executing a multi-step bioinformatics workflow to process a targeted sequencing dataset. You have been provided with a…
- You are a bioinformatician tasked with processing a newly sequenced sample to support three different research groups: the Database Team…
- You are tasked with executing a multi-pathway bioinformatics pipeline for genetic variant analysis.
- You are testing a multi-pathway bioinformatics pipeline for variant calling and downstream analysis. You are provided with the 1000…
- You are a bioinformatics analyst tasked with processing genomic alignments to prepare data for three distinct downstream analyses: variant…
- You are tasked with processing a sample's sequencing data to generate multiple variant-derived artifacts for a genomic study. In the input…
- You are provided with genomic alignment data in the /root/ directory. This directory contains the reference genome index 1000 Genomes…
- You are tasked with digitizing and archiving a scanned document. First, extract the archive located at /root/OCRmyPDF test resources…
- You are a data archivist tasked with digitizing and cataloging a scanned document located at /root/W3C dummy PDF.pdf .
- You are a digital archivist tasked with digitizing and archiving the introductory section of a vendor catalog. The source file is located…
- You are a bioinformatics analyst tasked with running a multi-path variant analysis pipeline on a provided dataset.
- You are a bioinformatics pipeline engineer tasked with establishing a baseline variant analysis workflow. We have received an archive…
- I need you to run a multi-path variant analysis pipeline on a set of test data. We will start by calling variants and then branch out into…
- You are tasked with running a document ingestion pipeline on a scanned image to prepare it for various downstream systems (integrity…
- Our archiving system requires multiple digital representations and metadata extracted from incoming scanned documents. Please process the…
- You are helping a data engineering team build a unified knowledge base from a heterogeneous collection of documents. The team has a batch…
- We need to evaluate how different document parsing methods affect our downstream information extraction pipeline. We have two test…
- I need your help building a unified knowledge graph by extracting structured facts from a diverse set of documents.
- You are an instructional designer working on the OSSU Computer Science curriculum. I need you to design a mini-assessment for the "Core…
- You are an instructional designer tasked with merging two Software Carpentry modules into a single, cohesive short course on Python Data…
- You are tasked with conducting a methodological comparison of survey weight calibration techniques using the Chilean plebiscite voting…
- You are helping a bioinformatics lab compare two different variant calling pipelines for Oxford Nanopore (ONT) long reads. You have been…
- You are a bioinformatician tasked with generating a high-confidence consensus genome sequence from long-read sequencing data. To minimize…
- You are a bioinformatics analyst tasked with generating a highly accurate consensus sequence from long-read sequencing data by leveraging…
- You are provided with an archive containing a human mtDNA reference genome and simulated ONT long reads at /root/minimap2 repository…
- You are tasked with reconstructing a target mitochondrial genome by mapping it against a reference and applying the detected variants.
- I need to generate a comprehensive consensus sequence of an orangutan mitochondrial genome by using a human mitochondrial genome as the…
- You are tasked with generating a comprehensive consensus sequence that models how an orangutan mitochondrial sequence maps to and…
- You are tasked with generating a high-confidence consensus sequence of an orangutan mitochondrion. Because the orangutan sequence is…
- I am studying the evolutionary divergence between human and orangutan mitochondrial genomes. I have the human mitochondrial reference…
- You are tasked with evaluating a dual-caller variant analysis pipeline to generate a high-confidence consensus sequence. We want to test…
- You are a bioinformatics analyst studying the evolutionary divergence between human and orangutan mitochondrial genomes. You have been…
- You are a comparative genomicist analyzing the evolutionary divergence of mitochondrial DNA between humans and orangutans. You have been…
- You are tasked with generating a consensus sequence that incorporates both structural and small variants identified by aligning a…
- You are acting as an automated support agent for VS Code. Your task is to process the user issue titled "Github Copilot Chat Broken after…
- You are an automated triage assistant for the pandas repository. Your task is to process three specific open issues (Issue numbers: 65582…
- You are an AI assistant managing issue triage and team communication for the Grafana project. Your task is to triage a specific…
- I need to prepare the penguin dataset located at /root/Seaborn penguins CSV.csv for machine learning, and it is critical that the…
- We are preparing to train a classification model on the Iris dataset, but we need to ensure our data preparation is rigorous and free of…
- You are a data scientist tasked with developing a robust classification model for flower species and generating a standardized evaluation…
- You are provided with a dataset of Seattle weather at /root/Vega Seattle weather CSV.csv .
- You are tasked with generating a complete API testing suite and corresponding mock database fixtures for a Flask tutorial application.
- We are building a baseline time-series forecasting pipeline for Apple's stock price, but we need to ensure it is thoroughly audited for…
- You are a machine learning engineer tasked with building a robust time-series forecasting pipeline for daily pageviews of Peyton Manning's…
- You are tasked with designing a safe, production-ready time-series forecasting pipeline for monthly airline passenger traffic. We must…
- You are tasked with preparing an academic paper for a double-blind peer review system that relies on an automated RAG pipeline. The paper…
- We are building a clean, anonymized text database of academic papers for a double-blind peer review analysis system.
- We need to prepare the CLIP paper for a double-blind peer review process and convert it into a structured Markdown document for our…
- We are building a text corpus of anonymized academic papers for a downstream language model training pipeline. Please process the academic…
- You need to build and validate a custom differential splicing workflow using synthetic RNA-seq data. Because we do not have real BAM files…
- I have two Terraform files for an AWS VPC module that need to be cleaned up, audited, and sanitized before we can safely commit them to…
- I need you to process, standardize, and audit a raw financial dataset located at /root/Microsoft Financial Sample Excel.bin (note: despite…
- You are a data engineer preparing demographic datasets for a downstream reporting dashboard. You have been provided with two raw CSV…
- You are a data engineer automating a financial reporting pipeline. Your goal is to convert a raw CSV of S&P 500 companies into a…
- Please process our raw COVID-19 dataset located at /root/COVID countries aggregated CSV.csv into a verified, multi-sheet Excel report.
- You are a data engineer responsible for migrating historical weather observations from a legacy CSV format into a standardized Excel…
- You are a data engineer managing the ETL pipeline for our Building Information Modeling (BIM) analytics platform. We have received a new…
- You are a data engineer responsible for building a medallion data architecture pipeline for our Seattle weather observations. We have…
- You are a developer tasked with improving the test coverage and code quality of our React project. We need to add unit tests for specific…
- We need to generate unit tests for our Express application and evaluate the quality of the generated code.
- We are preparing some media assets for a new website. We have a short video file located at /root/MDN flower MP4.mp4 .
- You need to process a short video clip to generate a set of preview assets for a web player. The input video is located at /root/SampleLib…
- You are a media processing engineer preparing assets for a video gallery platform. You have been provided with a source video file at…
- I have a sample video at /root/W3Schools Big Buck Bunny MP4.mp4 that needs to be processed into several assets for a web video gallery.
- You are a bioinformatics engineer. We need to evaluate the baseline self-mapping artifacts of an annotation transfer tool on a small test…
- You are a QA engineer testing our automated multimedia meeting extraction pipeline. The pipeline consists of audio extraction…
- You are a data engineer tasked with securely extracting tabular data from a document and converting it into a fully audited Excel…
- I need a complete data pipeline to extract, process, and analyze the enrollment figures from /root/Calibre demo DOCX.docx .
- You are tasked with processing a multiple sequence alignment of Opuntia cpDNA and generating a summary report of various sequence metrics.
- You are tasked with processing a multiple sequence alignment of bacteriophage coat proteins to extract and format a specific conserved…
- You are a power system engineer evaluating the generation costs and dispatch of the IEEE 30-bus system.
- We need to evaluate the financial and operational impact of transmission constraints on the New England 39-bus system. Specifically, we…
- You need to analyze the economic impact of transmission line constraints on the IEEE 118-bus power system. You are provided with the raw…
- You are an energy market analyst evaluating the financial impact of transmission bottlenecks on the IEEE 300-bus system.
- I have an archive of the Vue documentation site at /root/Vue docs archive.zip . We need to ensure all images are accessible and properly…
- We are evaluating our OCR pipeline on specific sections of academic papers. I need you to process the document located at /root/Mozilla…
- We need to ingest the document /root/ORIMI PDF test file.pdf into our archiving system. Because our downstream analyzers only accept image…
- I am setting up a document ingestion pipeline that handles both text extraction and web-based document viewing. I need you to process a…
- I have a scanned newspaper Sudoku puzzle located at /root/OpenCV sudoku scanned image.png . I need to process this image into several…
- You are tasked with building an automated document processing pipeline to prepare a multi-format release package for our internal systems…
- I need you to process a source video ( /root/MediaElement Big Buck Bunny MP4.mp4 ) through our standard media release pipeline.
- You are tasked with building a video processing pipeline that standardizes multiple video assets and runs a suite of analyses.
9 more tasks.