Scaffold Commands
A curated collection of 8 scaffold commands for building with AI coding agents.
Add Human Approval Step
Scaffold a human-in-the-loop approval gate into an agent so it pauses before a consequential action and resumes after approval.
Add a Streaming LLM Endpoint
Scaffold a token-streaming LLM endpoint — server-side streaming plus the client handler — so responses render incrementally instead of after a long wait.
New Component
Scaffold a new UI component matching the project conventions.
Scaffold CLI Command
Scaffold a new subcommand for an existing CLI (or a minimal new CLI) in the project's language — flag/argument parsing, --help text, input validation, and correct exit codes — matching the framework and conventions already in use.
Scaffold Dockerfile
Scaffold a production-grade multi-stage Dockerfile and .dockerignore for the current project.
Scaffold GitHub Action
Scaffold a hardened GitHub Actions workflow for a stated goal, wired to the project's real test/lint/build commands.
Scaffold RAG Pipeline
Scaffold a Retrieval-Augmented Generation pipeline — ingestion (load, chunk, embed, upsert) and retrieval (search, rerank, grounded prompt with citations) — fitted to the project's stack.
Scaffold a vLLM Serving Config
Scaffold a vLLM serving config for a model on a target GPU — pick precision/quantization and parallelism to fit, set batching and context length, and expose an OpenAI-compatible server.