from awesome-skills-cn61
Profiles and optimizes Python code using CPU and memory profilers, actionable best practices, and a focused implementation playbook to reduce latency and resour
This skill provides a structured, practical workflow for profiling, diagnosing, and improving Python application performance. It covers CPU profiling, memory analysis, I/O optimization, database query tuning, and algorithmic improvements, and points to an implementation playbook with examples. The guidance emphasises measurable goals, reproducible profiling, and verification steps so changes are validated in real environments.
Use this skill when you need to identify and fix performance bottlenecks in Python services, reduce response latency, lower memory consumption or resolve memory leaks, speed up data-processing pipelines, or improve database-backed application throughput. Avoid using it for unrelated tasks like feature design or non-Python language performance work.
Best suited to agents and tooling that can run shell commands and examine code (Copilot-style or Claude Code agents) and developer workflows that can execute profilers and collect artifacts.
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.
API Security Testing
A structured workflow for testing REST and GraphQL API security: authentication, authorization, input validation, rate limiting, GraphQL-specific checks and err
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.
