Maintain the Awesome Mac repository when adding, updating, or relocating app entries across README.md, README-zh.md, README-ja.md, and README-ko.md. Use this when the task requires category selection, multilingual sync, concise listing copy, ordering consistency, or repository-specific curation rules.
Use after E2B sandbox/API access has been provisioned through Stripe Projects and the user needs to use the resulting E2B API key with the E2B CLI, JavaScript SDK, Python SDK, or Code Interpreter SDK.
Safely search and rewrite code using AST patterns (ast-grep/sg) across large TypeScript, TSX, JavaScript, or C++ codebases. Use when making multi-file changes that must be syntax-correct — prop renames, API migrations, import path updates, pattern replacements, or any codemod-style transform where text-based tools…
Create and update a folder/file knowledge base using agentic discovery. Covers KB bootstrap, single entry creation, and entry updates. Use this when asked to document a system, subsystem, concept, or domain — or when existing KB entries need refreshing.
Orchestrate a Coder→Quality iteration loop against a story's Verification contract. Use when a story has a complete Verification section and is ready for execution with automated review.
Reviews, audits, refactors, and generates Python code following the TREM principles (Testable, Readable, Extensible, Maintainable) using the modern Python ecosystem: uv, Typer, logging, FastAPI, Pydantic, Alembic/SQLAlchemy, and FastMCP. Use this skill whenever working on Python code reviews, architecture design, API…
Connect to, query, and manage AI agent skills using the stateless SkillMCP (Skill Management System) server over Streamable HTTP. Use this skill whenever discovering, searching, inspecting, or fetching AI agent skills, reference documents, or examples from a containerized or remote SkillMCP server instance.