
from Awesome Skills (CN)98
Comprehensive scikit-learn guidance for classical machine learning: supervised/unsupervised algorithms, preprocessing, pipelines, evaluation and production-read
This skill provides an extensive reference and actionable guidance for using scikit-learn: algorithm selection (classification, regression, ensembles), preprocessing, pipelines, hyperparameter tuning, model evaluation and common production workflows. It includes example scripts and detailed best-practices for reproducible ML.
Use this skill when building or evaluating classical ML models in Python: training classifiers/regressors, preparing data, building pipelines for production, tuning hyperparameters, or performing clustering and dimensionality reduction. It's intended for data scientists, ML engineers, and developers integrating ML into products.
scripts/ directory for classification and clustering workflows (has_scripts=true)references/ docs covering supervised learning, preprocessing, pipelines, evaluation and more (has_references=true)Best used in agents that can provide code snippets, run or reference example scripts, and guide users through ML workflows (developer-facing assistants, coding copilots).
This skill has not been reviewed by our automated audit pipeline yet.
Bash Pro
Defensive, production-grade Bash scripting patterns and CI/CD best practices: strict mode, safe argument parsing, testing with Bats, and tooling (ShellCheck/shf
Ip2location IO Automation
Automates Ip2location IO workflows through Rube MCP: discover tools, manage connections, and execute schema-compliant operations.
Makepad Event/Action
Event and action handling patterns for Makepad widgets — guides handling Mouse/Touch/Keyboard events, Hit detection, action emission and parent capture.
Obsidian CLI (vault & plugin ops)
Command-line reference and usage patterns for the Obsidian CLI: read/create/append notes, search vaults, manage properties, and developer workflows for plugin r
Kickbox Automation (Rube MCP)
Automate Kickbox toolkit operations through Rube MCP (Composio): discover tools, manage connections, and execute schema-compliant Kickbox workflows safely.
TaskEither Quick Reference (fp-ts)
Concise cheat-sheet for fp-ts TaskEither: patterns for typed async error handling, composing Promises, and recoverable pipelines.
Memory Forensics
Guidance and practical commands for acquiring, analyzing, and extracting artifacts from volatile memory dumps for incident response and malware analysis.
Makepad Basics
Provides starter patterns, examples, and guidance for building Rust Makepad apps, including live_design/app_main patterns and common platform setup.
API Security Testing
A structured workflow for testing REST and GraphQL APIs covering discovery, authentication, authorization, input validation, rate limiting, and error handling.
Reverse Engineer
Guides and checklists for binary reverse-engineering workflows (IDA, Ghidra, radare2, angr) including static/dynamic analysis phases and best practices.