{"repo":"Joncik91/ucai","free":true,"listed":false,"github":"https://github.com/Joncik91/ucai","clone":"git clone https://github.com/Joncik91/ucai.git","description":"A Claude Code plugin that solves the same problems as community frameworks (GSD, BMAD, Ralph, Agent OS) — but using the tool's native architecture instead of fighting it.","language":"JavaScript","stars":29,"topics":["ai-tools","claude-code","claude-code-marketplace","claude-code-plugin","developer-tools"],"license":"MIT","category":"dev-tools","readme_excerpt":"Ucai — Use Claude Code As Is A Claude Code plugin that solves the same problems as GSD, BMAD, Ralph, and Agent OS — but using Claude Code's native architecture instead of fighting it. v2.3 adds discipline layers on top of v2.2's programmatic enforcement: pre-flight requirement audits before any code is written, per-issue failure-mode analysis in every review, and strict author/reviewer separation for tests with anti-gaming verdicts aligned with the Pragma detector. Ucai was built from the inside out. We read the source code. We studied how Anthropic builds their own plugins. Every component maps 1:1 to a native Claude Code system — no wrappers, no personas, no bash loops. v2.2 extends this with the never-forget engine — a programmatic enforcement layer that makes phase skipping impossible. Table of Contents - Frameworks vs. Ucai - What Ucai Gives You - Quickstart - Verify Installation - Commands - Hook Lifecycle - Principles - Security - Support the Project 🥊 Frameworks vs. Ucai — What's Actually Different? Community frameworks were built from the outside in — wrapping Claude Code in bash scripts, mega-prompts, and persona engineering. Ucai is built from the inside out — using Claude Code's native systems exactly as Anthropic designed them. Problem Framework Approach Ucai (Native) Approach --------- ------------------- ---------------------- Context rot Bash wrappers spawning fresh sessions Task tool already gives fresh context per agent No structure Persona prompts + ceremo","default_branch":null,"files":null,"tree":[],"storefront":"/r/Joncik91","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Joncik91/ucai/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}