benchflow-ai

benchflow-ai/benchflow

Instructions file

Instructions for benchflow-ai/benchflow, a project described as: Research infra for creating RL environments, post-training, and evals.

benchflow-ai/benchflow

Skill Claude CodeCodex

Incorporate feedback from an independent code reviewer to improve your solution. The reviewer is a different agent that analyzed your work.

benchflow-ai/benchflow

Skill Claude CodeCodex

Delegate complex coding tasks to a specialist model. Use when facing algorithmic challenges, performance optimization, or tricky debugging that benefits from focused code expertise.

benchflow-ai/benchflow

Skill Claude CodeCodex

Delegate complex coding tasks to a specialist model. Use when facing algorithmic challenges, performance optimization, or tricky debugging that benefits from focused code expertise.

benchflow-ai/benchflow

Skill Claude CodeCodex

Analyzes 3D mesh files (STL) to calculate geometric properties (volume, components) and extract attribute data. Use this skill to process noisy 3D scan data and filter debris.

benchflow-ai/benchflow

Skill Claude CodeCodex

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure…

benchflow-ai/benchflow

Skill Claude CodeCodex

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify…

benchflow-ai/benchflow

Skill Claude CodeCodex

Write the conformance smoke output file when the task asks for conformance.txt.

benchflow-ai/benchflow

Skill Claude CodeCodex

Detect flood events by comparing water levels to thresholds. Use when determining if flooding occurred, counting flood days, aggregating instantaneous data to daily values, or classifying flood severity.

benchflow-ai/benchflow

Skill Claude CodeCodex

Download flood stage thresholds from NWS (National Weather Service). Use when determining flood levels for USGS stations, accessing action/minor/moderate/major flood stages, or matching stations to their flood thresholds.

benchflow-ai/benchflow

Skill Claude CodeCodex

Download water level data from USGS using the dataretrieval package. Use when accessing real-time or historical streamflow data, downloading gage height or discharge measurements, or working with USGS station IDs.

benchflow-ai/benchflow

Skill Claude CodeCodex

Calculate the relative contribution of different factors to a response variable using R² decomposition. Use when you need to quantify how much each factor explains the variance of an outcome.

benchflow-ai/benchflow

Skill Claude CodeCodex

Classify environmental and meteorological variables into driver categories for attribution analysis. Use when you need to group multiple variables into meaningful factor categories.

benchflow-ai/benchflow

Skill Claude CodeCodex

Reduce dimensionality of multivariate data using PCA with varimax rotation. Use when you have many correlated variables and need to identify underlying factors or reduce collinearity.

benchflow-ai/benchflow

Skill Claude CodeCodex

Detect long-term trends in time series data using parametric and non-parametric methods. Use when determining if a variable shows statistically significant increase or decrease over time.

benchflow-ai/benchflow

Skill Claude CodeCodex

Solving finite-horizon LQR via dynamic programming for MPC.

benchflow-ai/benchflow

Skill Claude CodeCodex

Adding integral action to MPC for offset-free tension tracking.

benchflow-ai/benchflow

Skill Claude CodeCodex

Selecting MPC prediction horizon and cost matrices for web handling.

benchflow-ai/benchflow

Skill Claude CodeCodex

Linearizing nonlinear dynamics around operating points for control design.

benchflow-ai/benchflow

Skill Claude CodeCodex

Fast workflow to inspect PCAPs and extract protocol-level details using tshark.

benchflow-ai/benchflow

Skill Claude CodeCodex

Running Suricata against PCAPs offline and validating results via eve.json.

benchflow-ai/benchflow

Skill Claude CodeCodex

Core building blocks of Suricata signatures and multi-condition DPI logic.

benchflow-ai/benchflow

Skill Claude CodeCodex

Defining and extracting kernel constants for syzkaller syzlang descriptions.

benchflow-ai/benchflow

Skill Claude CodeCodex

Full build workflow for adding new syscall descriptions to syzkaller.