“Backend development”

The evolution of Large Language Models (LLMs) into autonomous agents has expanded the scope of AI coding from localized code generation to complex…

Use when needing development environment with Kind to do development, debug/troubleshoot, and creating custom container images.

Validate Saivage v2 code, docs, web UI, and local LXC-backed services after changes.

Use when implementing deterministic, reusable code where regressions would warrant a CI red light.

Use when writing, reviewing, or refactoring C++ code — covers workflow, essential patterns, and pre-commit checklist for modern C++17/20.

Guides developers through implementing event and conversion ingestion to Google products using the Data Manager API /v1/events/ingest endpoint and its…

Use when adding, debugging, or hardening Cloudflare D1 usage in a Workers app.

Specialized agent for developing AIUI applications.

Use when implementation is done and tests pass and the user must choose to merge locally, open a PR, keep the branch, or discard it.

Use when executing a written implementation plan (TSP) whose tasks are independent, in the current session.

Surgical software engineering, safe refactoring, and quality invariants for Monika.

Software development best practices: debugging, planning, testing, code quality.

Design and build custom Claude Code agents with effective descriptions, tool access patterns, and self-documenting prompts.

Must use when working on any WordPress development task (themes, plugins, blocks, or frontend interactivity).

Implement Retrieval-Augmented Generation pipelines — ingestion, chunking, embedding, retrieval, and generation.

Use when estimating time, effort, or complexity for features or projects - provides structured estimation workflows with breakdowns, risks, and confidence…

Use when implementing failure handling, batch enqueueing or retry behavior in the project_d Python task queue.

Create, build, deploy, and localize declarative agents for M365 Copilot and Teams.

Guides developers through downloading, configuring, and installing the official open-source Google Ads MCP Server.

Use when developing, debugging, or extending MuhFweeCeeVee (MyFreeCeeVee) — the local-first CV composer at…

Use for implementation, build, or cross-package contract changes in the Rfmalloc monorepo.

Use when implementing or reviewing framework-specific code that should be verified against current official docs, versioned guidance, or source-cited examples…

Go (Golang) best practices, patterns, and idioms for building reliable, performant applications.

Build, develop, and maintain the CARTA frontend documentation website and API docs.