Skill UI

This skill covers strategies for optimizing Large Language Model context windows to prevent context rot. It includes techniques like summarization, trimming, routing, and prioritization to manage token budgets effectively. Developers can use these methods to build multi-turn conversation systems where context length is a constraint, leveraging tools like tiktoken and LangChain for implementation.

Automatically fetch latest library/framework documentation for Claude Code via Context7 API. Use for up-to-date docs on React, Next.js, Prisma, or any popular library.

This skill covers persistent memory systems for Large Language Model (LLM) conversations. It includes implementing short-term, long-term, and entity-based memory to enhance context retention across sessions. Features include memory consolidation, retrieval strategies, and integrating memory into prompts. Suitable for building conversational AI applications using tools like Mem0, LangChain, or Redis.

This skill allows you to delegate bounded coding tasks to the GitHub Copilot CLI while retaining review and landing responsibility. You write a brief, dispatch the task via a relay script, wait for completion, review the generated diff against your requirements, and finally commit the changes. It requires the Copilot CLI installed and authenticated, along with Node.js and Git. This approach ensures human oversight in the coding process, preventing silent failures and maintaining control over code quality.

Applies evidence-based psychological mechanisms to engineer conversion copy that creates desire, overcomes resistance, and drives action, matching awareness stage, emotional state, and category trust with the right proof density.

Strategies and patterns for optimizing cloud costs across AWS, Azure, and GCP, including right-sizing, pricing models, tagging, and cost monitoring.

A secure bridge enabling pre-approved script execution on local macOS, Linux, or WSL2 machines via a local file queue. Requires explicit user request, verified installation, and strict permission controls to operate safely outside the sandbox environment.

This skill provides comprehensive guidelines for writing idiomatic and efficient C++ code. It covers memory management, modern types, move semantics, templates, error handling, concurrency, and common anti-patterns to ensure safe and maintainable software development.

This skill helps developers create Git branches following Sentry naming conventions. It automatically determines the branch type (feat, fix, chore, etc.) based on the work description or local changes. It generates a standardized branch name using the user's GitHub username and proposes it for confirmation before executing the git checkout command. Ideal for starting new work on the default branch.

This skill enforces a mandatory, structured gate for starting new implementation tasks. It mandates that all work must be tracked via a GitHub issue, requiring explicit, testable acceptance criteria before any execution can begin. It defines a strict workflow (Problem, Goal, Scope, Acceptance Criteria, Status) to manage task readiness, ensuring that development only proceeds when criteria are fully defined and verifiable.

Legacy alias for the pr-writer skill. When a user explicitly asks for create-pr, it redirects pull request creation and editing work to the canonical pr-writer workflow, including repository templates and validation results.

CRED-OMEGA serves as an enterprise operational CISO engine for comprehensive credential and secret management. It integrates with AI coding tools to secure API keys and vaults. Use this skill for specialized security tasks involving credential governance, secret handling, and enterprise security compliance. Avoid for general assistance or when simpler tools are available.