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A comprehensive set of Python coding standards covering style, modern patterns, security, and testing frameworks.
Provides an agent with rigorous professional standards for writing and reviewing Python code. It ensures consistency across type hinting, naming conventions, and the use of modern Python features.
Activate this skill when writing Python code, performing code reviews, or auditing Python projects for security and performance. It is especially useful for projects using FastAPI, Django, or SQLAlchemy.
Designed for high-end coding agents including Claude Code, Cursor, Windsurf, Copilot, Codex, and Gemini CLI.
This skill has not been reviewed by our automated audit pipeline yet.
Ubiquitous Language Glossary
Extract a DDD-style ubiquitous language glossary from conversation: identify domain terms, flag ambiguities, propose canonical terms, and write the result to UB
Memory Search
Search past coding sessions and observations using natural-language queries to retrieve decisions, notes, and context.
Prompt Caching Patterns
Guidelines and patterns for implementing prompt caching with Anthropic APIs to reduce input-token costs and latency, including TTLs, breakpoints, and hit-rate m
Documentation Generator
Generate and update README, API docs, architecture notes, changelogs and knowledge-base entries from a codebase, with templates and review guidance.
Design Engineering
Guidelines and patterns for UI animation, micro-interactions, and component polish to build performant, accessible, and delightful interfaces.
Kotlin Rules
Project-specific Kotlin coding standards covering naming, null-safety, coroutines, testing, frameworks (Ktor, Spring), and security best practices.
Brand Voice
Enforces a concise, technical, and consistent voice for documentation and user-facing text with configurable concise/strict output modes.
Modern Java Design Patterns
Expert guidance on modern Java 17+ development, including Spring Boot, virtual threads, sealed types, and high-performance concurrency patterns.
Extract Circuit Netlist Edge Features
Extract structured edge features from a bipartite circuit netlist (NetworkX MultiGraph), normalizing device/net ordering, mapping terminal colors, and detecting
Reverse Engineer
Provides step-by-step guidance and best practices for binary reverse engineering: static analysis, dynamic tracing, disassembly, and documentation workflows for
Markdrop
Convert PDFs to structured Markdown or interactive HTML and generate AI-powered descriptions for images and tables using multiple LLM providers.
Sandbox0 Integration
Guidance and templates for integrating Sandbox0 sandboxing into AI agents — CLI/SDK patterns, templates, volumes, network policy, and deployment choices.
FastAPI Project Templates
Creates production-ready FastAPI project scaffolds with async patterns, DI, middleware, and testing best practices for high-performance APIs.
Unitree Robot Controller
Control and command Unitree robots (GO1/GO2/G1/H1) via OpenClaw: initialization, basic motion commands, and sensor integrations.
Alpha Forge Pre-Ship Quality Gates
Pre-merge quality gates for PRs that validate RNG determinism, forked URLs, runtime parameter ranges, and manifest synchronization to reduce review cycles.
CTF Write-up Generator
Generate a concise, reproducible submission-style CTF writeup with a one-path solution script, metadata, and a short checklist for fast verification.