Agent skills by ecnu-icalk

ECNU-ICALK/AutoSkill

Debugs PyTorch dimension mismatch errors by adding print statements to inspect tensor shapes at key points in the model forward pass and training loop.

ECNU-ICALK/AutoSkill

Provides a complete end-to-end workflow for text classification using a PyTorch Transformer model. It includes automatic vocabulary generation from raw text, a custom tokenizer implementation, data padding, model…

ECNU-ICALK/AutoSkill

Generate complete R code for hierarchical Bayesian models using Gibbs/Metropolis sampling, strictly adhering to a user-provided template that includes initialization, sampling, convergence diagnostics (trace/ACF),…

ECNU-ICALK/AutoSkill

Execute a comprehensive 4-step financial analysis in R using dplyr and PortfolioAnalytics: summary statistics, constrained asset selection (Reward/Risk and P/E based), data exploration, and portfolio optimization (GMVP…

ECNU-ICALK/AutoSkill

Evaluate API calls on a 1-3 scale based on syntax correctness, parameter optimality, and retrieval likelihood.

ECNU-ICALK/AutoSkill

Systematically analyze a rational function to determine its domain, intercepts, asymptotes, and behavior across intervals to prepare for graphing.

ECNU-ICALK/AutoSkill

Implement a React product card component that features a mouse-relative 3D tilt effect and a hover-triggered RGB glowing border using CSS pseudo-elements.

ECNU-ICALK/AutoSkill

Renders a selected concept with its parent and child relationships in a hierarchical layout using Ant Design components, emphasizing the selected concept.

ECNU-ICALK/AutoSkill

Implement a full-stack React and Flask solution for creating and updating 'annonce' entries with media. Features include client-side previews, upload progress tracking, and server-side file management (saving new files…

ECNU-ICALK/AutoSkill

Develops a Python script to merge housing datasets, perform regression with RandomForestRegressor, create a binary classification target based on median price, and generate specific metrics (MAE, R2, F1, Accuracy) and…

ECNU-ICALK/AutoSkill

Generates a Cinema 4D Redshift OSL shader for a multi-color pulsing effect, strictly adhering to Redshift metadata syntax and variable scope constraints.

ECNU-ICALK/AutoSkill

Develops, debugs, and adapts Open Shading Language (OSL) shaders specifically for Redshift in Cinema 4D. Ensures compatibility across different geometries (cubes, spheres, planes) by using UV coordinates and adheres to…

ECNU-ICALK/AutoSkill

Transforms decompiled C code (e.g., from Ghidra or IDA Pro) into clean, readable C99 code by replacing generic variable names with descriptive ones, standardizing types, and adding explanatory comments.

ECNU-ICALK/AutoSkill

Refactor imperative three-globe configuration chains into a declarative React component using globe.gl that accepts visualization parameters as props.

ECNU-ICALK/AutoSkill

Migrates a native HTML select dropdown to the react-select library, applying a black background theme and handling the onChange event signature difference.

ECNU-ICALK/AutoSkill

Refines acceptance criteria for software tickets by strictly adhering to the problem statement, excluding non-functional requirements (ease of use, error handling, accessibility), and structuring output into Acceptance…

ECNU-ICALK/AutoSkill

Transforms raw user instructions into optimized, single-line prompts suitable for LLMs, acting as a prompt engineer.

ECNU-ICALK/AutoSkill

General SOP for common requests related to charter, canadian, freedoms.

ECNU-ICALK/AutoSkill

Calculates and compares the financial feasibility of moving to different neighborhoods by projecting annual net income and remaining savings based on housing costs, salary, and specific lifestyle expenses.

ECNU-ICALK/AutoSkill

Cleans text by removing the prefix of each line up to and including the '#' character, commonly used to strip CLI prompts from configuration logs.

ECNU-ICALK/AutoSkill

General SOP for common requests related to required, content, course.

ECNU-ICALK/AutoSkill

Researches a specific topic across multiple domains and writes a cohesive, exhaustive non-fiction chapter with an educational tone. The skill involves synthesizing diverse perspectives, ensuring comprehensive coverage…

ECNU-ICALK/AutoSkill

Optimizes resumes for ATS compliance and professional impact, and drafts tailored cover letters. Transforms experience into quantified, result-oriented achievements using strong action verbs and industry-specific…

ECNU-ICALK/AutoSkill

Generates retail pickup order responses using specific pre-defined macros for order status, cancellations, and inventory errors, ensuring exact phrasing and policy adherence.