Plugin · Claude Code · AI Agents

Jmagly Aiwg

jmagly-aiwg is a Claude Code plugin for the Build phase that delivers a six-plugin cognitive architecture—specialized agents, structured workflows, and multi-platform hooks—for AI-augmented software development.

by jmagly · github.com/jmagly/aiwg

Install a six-plugin cognitive stack so your coding agent can run specialized roles, phase-based workflows, and traceable SDLC patterns across Claude Code, Cursor, Codex, and similar tools.

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Install

Add it to Claude Code

Install the plugin in Claude Code. One command, paste-ready.

Install the plugin
/plugin install jmagly-aiwg@jmagly/aiwg
Add to ClaudeUse the Agent APISkillselion is itself an MCP server - your agent can fetch this config directly.
Agent API

Built to be called by your agent

Skillselion is itself an MCP server. Your agent can pull this entry and a paste-ready install config straight from the API - no copy-paste.

Retrieve this entry with skillselion.get_details("plugin:jmagly/aiwg") and the paste-ready config with skillselion.get_install_config("plugin:jmagly/aiwg").

About

What it does

jmagly-aiwg is a Claude Code plugin bundle that packages a cognitive architecture for AI-augmented software development. Solo builders and small teams use it when they want more than ad-hoc prompts: named agent roles, repeatable workflows, and hooks that keep context, quality, and traceability aligned from implementation through review and iteration. The repo advertises specialized agents, phase-based patterns, and deployment across major AI coding surfaces, so one mental model travels with you whether you ship on Claude Code or Cursor. It fits builders who treat the agent as part of the engineering system—not a one-off chat—and who need structure for security, testing, devops, and documentation without maintaining a custom framework from scratch. Expect an advanced setup: you configure plugins and workflows to match your repo, then lean on the bundled patterns for session management, validation, and cross-tool consistency.

Highlights

  • Bundle of 6 Claude Code plugins for AI-augmented development
  • Cognitive architecture with specialized agents and structured workflows
  • Multi-platform deployment targets: Claude Code, Codex, Copilot, Cursor, Factory, Warp, Windsurf
  • Coverage themes: SDLC, devops, security, testing, observability, traceability, and content workflows
  • Pattern-based orchestration for consistent agent behavior across sessions

Why builders use it

Solo builders lose velocity when every agent session reinvents roles, skips traceability, and behaves differently across Claude Code, Cursor, and Codex.

After registering the bundle, you get reusable agent profiles and phase-based workflows you can invoke consistently from Build through Ship and Operate instead of one-off prompt stacks.

At a glance

  • Type - Plugin in AI Agents.
  • Adoption - 0 installs, 104 stars, 0 votes.

FAQ

Who is jmagly-aiwg for?

It is for solo and small-team builders who ship with AI coding agents daily and want structured agents, workflows, and cross-tool consistency instead of improvised prompts.

When should I use jmagly-aiwg?

Use it when you are setting up or refactoring how agents participate in your repo—planning, implementation, testing, and ops—and you need repeatable patterns across Claude Code, Cursor, Codex, or Windsurf.

How do I add jmagly-aiwg to my agent?

Install or register the jmagly/aiwg Claude Code plugin bundle from the repo, enable the six bundled plugins in your Claude Code (or compatible) workspace, then wire hooks and agent profiles to match your project layout.

Discussion

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