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ryanczakryanczakCommunity·5 Agent Skills Included

rexyMCP

Autonomous milestone-based coding with local model execution

Runs a document-driven software development cycle where a frontier model plans milestones and a local model writes the code phase by phase. Catches runaway loops, malformed tool calls, and failing builds automatically, feeding compiler errors back for instant retries. Tracks token usage and model performance so every project gets measurably faster and cheaper over time.
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npx skills add ryanczak/rexyMCP --all -g -y
Available:

Directs the agent to load the REXYMCP.md contract first so it follows the project's workflow rules, commands, and standards before doing any work.

All Skills in This Repository (5)

Pure Emerald Level Indicators
📦 In Repo
ryanczakryanczak

auto

Automate project milestone drafting, dispatching, reviewing, and escalating within structured workflows.

Community
Advanced
📦 In Repo
ryanczakryanczak

dispatch

Execute project development lifecycle phases via a local-LLM executor.

Community
Advanced
📦 In Repo
ryanczakryanczak

architect

Manage rexyMCP project architecture, milestones, and phase documentation.

Community
Advanced
📦 In Repo
ryanczakryanczak

review

Automate code review against STANDARDS.md and rerun project commands.

Community
Advanced
📦 In Repo
ryanczakryanczak

escalate

Decide task escalation actions from failure outcomes in milestone-based projects.

Community
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install rexyMCP?▼

Run `npx skills add ryanczak/rexyMCP --all -g -y` in your terminal to install all skills in this suite globally.

What does rexyMCP do?▼

It splits software work between a planning model and a local coding model, running spec'd phases with automatic build, lint, and test verification until a milestone is complete.

Can rexyMCP run a whole milestone autonomously?▼

Yes. The auto skill drafts, dispatches, reviews, and escalates phases hands-off, but always stops at milestone boundaries, blockers, or budget limits for human sign-off.

Which local models work with rexyMCP?▼

Any model on an OpenAI-compatible endpoint such as vLLM, LM Studio, or Ollama works, with built-in guards that correct the common mistakes of smaller 7B–27B models.

Does rexyMCP work with Claude Code and Antigravity?▼

Yes. It ships the same skills and MCP tools to both clients, so the architect/executor workflow is identical whichever one you use.

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