Self-evaluate the current agent on LongDS-Bench (zjunlp/DataMind): the long-horizon, multi-turn agentic data-analysis benchmark. Use this when the user asks to run, score, or benchmark an agent on LongDS / LongDS-Bench / DataMind longds, or to measure…
zjunlp/DataMind
SkillsMP has collected 104 skills from zjunlp/DataMind. Open a skill to review its source and details.
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Skills in this repository
Showing 40 of 104 collected skills.
Solve questions about which fee IDs apply to a payment merchant, transaction characteristics, or time period in the dabstep dataset. Use this skill for any question asking "which fee IDs apply to X", "what are the applicable fee IDs for merchant Y", "which…
Solve dabstep Average_Fee_Estimation problems. Use this skill for questions asking about average payment processing fees, which card scheme is cheapest/most expensive in an average scenario, and fee calculations based on card scheme, account type, MCC…
Use this skill for CSV data analysis tasks that require reading a local CSV file, checking row counts and columns, grouping records, computing rates or aggregates, creating a chart, and writing a short Markdown report.
Solve Applicable_Fee_IDs questions in the dabstep dataset. Use this skill whenever a question asks which fee IDs apply to a merchant, a specific account_type/aci combination, a specific day/month/year, or when reverse-looking up which merchants are affected…
Solve Average_Fee_Estimation questions in the dabstep dataset. Use this skill when asked about the average fee a card scheme charges for a given transaction value, or which card scheme is cheapest/most expensive in an average scenario. Handles filtering by…
Skill for computing average transaction value statistics from payment transaction data in the dabstep dataset. Use this skill when a question asks about average transaction amount/value grouped by a categorical field (e.g., shopper_interaction,…
Answers questions about the structure, metadata, field definitions, and business rules of the dabstep payment processing dataset. Use this skill when questions ask about: column names, field meanings, fee rule structure, which factors affect fees, fee…
Solve dabstep Fee_Delta_and_Impact_Simulation questions: computing fee deltas when a fee's rate changes, and identifying which merchants are affected by fee rule changes. Use when asked about fee impact, delta payments, rate changes, or which merchants would…
Solve fraud analysis and general macro transaction analysis questions on the dabstep payment dataset. Use this skill for questions about fraud rates, transaction distributions, merchant rankings, card scheme analysis, country breakdowns, correlation studies,…
Solve dabstep dataset questions that ask to identify the most expensive Merchant Category Code (MCC) or the most expensive Authorization Characteristics Indicator (ACI) for a given transaction. Use this skill when the question asks "what is the most expensive…
Solves payment routing and cost optimization problems in the dabstep dataset. Use when the question asks which card scheme a merchant should steer traffic to (for minimum or maximum fees), or which ACI (Authorization Characteristics Indicator) to incentivize…
Skill for computing total payment processing fees for a merchant over a specific day, date range, or month in the dabstep dataset. Use this skill whenever the question asks for "total fees", "fees paid", or "fees charged" for a merchant over some time period.…
Solve Applicable_Fee_IDs questions in the dabstep dataset. Use this skill whenever a question asks which fee IDs apply to a merchant, a specific account_type/aci combination, a specific day/month/year, or when reverse-looking up which merchants are affected…
Skill for computing average transaction value statistics from payment transaction data in the dabstep dataset. Use this skill when a question asks about average transaction amount/value grouped by a categorical field (e.g., shopper_interaction,…
Solve dabstep Fee_Delta_and_Impact_Simulation questions: computing fee deltas when a fee's rate changes, identifying which merchants are affected by fee rule changes, and computing fee deltas when a merchant's MCC changes. Use when asked about fee impact,…
Solve dabstep dataset questions that ask to identify the most expensive Merchant Category Code (MCC) or the most expensive Authorization Characteristics Indicator (ACI) for a given transaction. Use this skill when the question asks "what is the most expensive…
Solves payment routing and cost optimization problems in the dabstep dataset. Use when the question asks which card scheme a merchant should steer traffic to (for minimum or maximum fees), or which ACI (Authorization Characteristics Indicator) to incentivize…
Skill for computing total payment processing fees for a merchant over a specific day, date range, or month in the dabstep dataset. Use this skill whenever the question asks for "total fees", "fees paid", or "fees charged" for a merchant over some time period.…
Solve Applicable_Fee_IDs questions in the dabstep dataset. Use this skill whenever a question asks which fee IDs apply to a merchant, a specific account_type/aci combination, a specific day/month/year, or when reverse-looking up which merchants are affected…
Solve dabstep Fee_Delta_and_Impact_Simulation questions: computing fee deltas when a fee's rate changes, identifying which merchants are affected by fee rule changes, and computing fee deltas when a merchant's MCC changes. Use when asked about fee impact,…
Solve dabstep dataset questions that ask to identify the most expensive Merchant Category Code (MCC) or the most expensive Authorization Characteristics Indicator (ACI) for a given transaction. Use this skill when the question asks "what is the most expensive…
Solves payment routing and cost optimization problems in the dabstep dataset. Use when the question asks which card scheme a merchant should steer traffic to (for minimum or maximum fees), or which ACI (Authorization Characteristics Indicator) to incentivize…
Skill for computing total payment processing fees for a merchant over a specific day, date range, or month in the dabstep dataset. Use this skill whenever the question asks for "total fees", "fees paid", or "fees charged" for a merchant over some time period.…
Solve questions about which fee IDs apply to a payment merchant, transaction characteristics, or time period in the dabstep dataset. Use this skill for any question asking "which fee IDs apply to X", "what are the applicable fee IDs for merchant Y", "which…
Solve dabstep Average_Fee_Estimation problems. Use this skill for questions asking about average payment processing fees, which card scheme is cheapest/most expensive in an average scenario, and fee calculations based on card scheme, account type, MCC, or…
Solve average transaction value statistics questions on the dabstep payments dataset. Use this skill for questions that ask for average transaction value/amount grouped by a dimension (e.g., shopper_interaction, issuing_country, acquirer_country, aci),…
Solve Dataset_Metadata_and_Business_Rules questions in the dabstep payment processing dataset. Use this skill for questions about dataset column meanings, fee factor directionality, business rules encoded in fee structures, "Not Applicable" detection, and…
Solves fee delta and impact simulation problems in the dabstep payment processing dataset. Use this skill for questions about: (1) how much a merchant's fees change if a specific fee rule's rate is modified, (2) which merchants are affected if a fee's account…
Solve Fraud_and_General_Macro_Analysis questions in the dabstep payment processing dataset. Use this skill for macro-level transaction analysis questions: fraud rates, fraud comparisons by segment, percentage calculations, correlation analysis, most-frequent…
Identifies the highest-cost scenario in payment processing fee analysis for the dabstep dataset. Use this skill when asked to find the most expensive MCC (Merchant Category Code) for a given transaction amount, or the most expensive ACI (Authorization…
Solve payment routing and cost optimization problems in the dabstep dataset. Use this skill for questions about which card scheme to steer merchant traffic to (for minimum or maximum fees), or which Authorization Characteristics Indicator (ACI) to incentivize…
Use this skill to calculate total payment processing fees for a merchant over a specified time period (e.g., a specific day, month, or year) in the dabstep dataset. Apply when asked: "What are the total fees that [merchant] paid in [period]?", "What is the…
Solve questions about which fee IDs apply to a payment merchant, transaction characteristics, or time period in the dabstep dataset. Use this skill for any question asking "which fee IDs apply to X", "what are the applicable fee IDs for merchant Y", "which…
Solve dabstep Average_Fee_Estimation problems. Use this skill for questions asking about average payment processing fees, which card scheme is cheapest/most expensive in an average scenario, and fee calculations based on card scheme, account type, MCC…
Solves fee delta and impact simulation problems in the dabstep payment processing dataset. Use this skill for questions about: (1) how much a merchant's fees change if a specific fee rule's rate is modified, (2) which merchants are affected if a fee's account…
Solve Fraud_and_General_Macro_Analysis questions in the dabstep payment processing dataset. Use this skill for macro-level transaction analysis questions: fraud rates, fraud comparisons by segment, percentage calculations, correlation analysis, most-frequent…
Solve payment routing and cost optimization problems in the dabstep dataset. Use this skill for questions about which card scheme to steer merchant traffic to (for minimum or maximum fees), or which Authorization Characteristics Indicator (ACI) to incentivize…
Use this skill to calculate total payment processing fees for a merchant over a specified time period (e.g., a specific day, month, or year) in the dabstep dataset. Apply when asked: "What are the total fees that [merchant] paid in [period]?", "What is the…
Solves fee delta and impact simulation problems in the dabstep payment processing dataset. Use this skill for questions about: (1) how much a merchant's fees change if a specific fee rule's rate is modified, (2) which merchants are affected if a fee's account…