Tag: software-engineering
Code Review Quality Assurance Framework
A structured framework for evaluating code correctness, maintainability, performance, and security. It provides a comprehensive checklist and guidance for delivering actionable feedback.
Comprehensive Code Review and Quality Assurance
This skill provides comprehensive guidelines for conducting thorough code reviews, focusing on API design, dependency compatibility, and overall maintainability. It ensures feedback is actionable, specific, and helps advance the codebase wh…
Safe and structured code refactoring utility
This tool facilitates complex, multi-file code restructuring, allowing developers to safely rename symbols, extract modules, or split services by mapping all dependencies and potential impact areas. It provides granular control over the ref…
Guidelines for robust LLM code generation
This skill provides behavioral guidelines designed to mitigate common coding pitfalls observed in large language models. It enforces principles such as explicit assumption surfacing, maintaining code simplicity, performing surgical edits, a…
Karpathy Coding Principles
A framework for implementing clean, minimal, and surgical code changes. It emphasises explicit assumptions, simplicity, and verifiable success criteria.
Code Review and Quality Assurance
Provides a framework for evaluating pull requests for quality, maintainability, and architectural alignment. Focuses on API design, dependency compatibility, and actionable feedback.
Concise explanation of code differences
This skill provides a brief, high-level explanation of changes introduced within a given code diff. It is useful for quickly assessing the scope and potential impact of small code modifications.
Structured analysis of recent code changes
This skill provides a comprehensive, multi-point review of recent code modifications, offering structured summaries, file breakdowns, and detailed security and risk assessments. It is ideal for ensuring code quality by flagging potential vu…
Automated safe code refactoring and restructuring
This tool facilitates complex, multi-file code refactoring by mapping dependencies and predicting impact across a codebase. It provides structured workflows for renaming symbols, extracting modules, or splitting services while ensuring code…
Mako AI Project Intelligence Guide
An entry point for navigating the Mako AI MCP server, providing routing logic and feedback policies for project intelligence tasks. It guides agents through structural, cross-surface, and evidence-backed engineering queries using indexed co…
Autonomous Coding Agent for Background Development
This skill delegates complex coding tasks such as feature builds, PR reviews, and large refactors to background workers like Claude Code, Codex, or OpenCode. It manages long-running processes and provides mechanisms for monitoring and inter…
OpenClaw Technical Documentation Specialist
A specialised skill for authoring, editing, and reviewing high-quality technical documentation for OpenClaw APIs, SDKs, and CLI tools. It follows 'Write the Docs' principles to ensure documentation is task-oriented, precise, and production-…
Technical Documentation Engineering Skill
An agentic skill for authoring and maintaining technical documentation, including API references, ADRs, and tutorials. It focuses on producing accurate, code-linked content such as README files and docstrings for developers and operators.
API Compatibility and Implementation Strategy
A framework for determining compatibility boundaries and implementation approaches for runtime and API changes within the openai-agents-python library. It guides developers on when to use shims, migrations, or direct rewrites based on the l…
Story Driven Development Workflow
A workflow for maintaining synchronisation between documentation and source code using git-based diffing. It manages bugs, change requests, and implementation cycles to ensure code always matches the specification.
Story Driven Development Workflow
A git-based workflow for synchronising product and system documentation with implementation code. It manages bugs and change requests through a structured loop of detection, implementation, and state commitment.
Code Review and Refactoring Expert for Best Practices
This skill simulates a senior software engineer, systematically reviewing code for adherence to best practices, security standards, and architectural patterns. It identifies issues such as SRP violations, hardcoded secrets, and applies nece…
Create AI-Optimised Technical Specifications
Generates structured, machine-readable Markdown specification files designed for optimal consumption by generative AI models. The process ensures adherence to standardised templates for requirements, constraints, and interfaces.
Automated Implementation Plan Generator
Generates machine-readable, deterministic implementation plans for software development tasks such as feature implementation, refactoring, or infrastructure upgrades. The output is structured for autonomous execution by AI agents or humans …
Coding Skill with Humorous Comments
An agentic skill for general programming tasks that ensures all generated code includes a humorous comment.