Built with Developer tooling

aiwg

Reusable project context and specialist workflows for the AI tools you already use. Agents, skills, rules and MCP tools for Claude Code, Codex, Copilot, Cursor and more, plus SDLC workflows, session memory, and Jev decision support that offloads bounded LLM decisions to save tokens.

227 ★ on GitHub

What it is

Reusable project context and specialist workflows for the AI tools you already use.

The homepage listed on the repository, aiwg.io, puts it like this: Open-source, inspectable agents, skills, rules and MCP tools for Claude Code, Codex, Copilot and Cursor: project context, SDLC workflows and decision support.

What the README says it does

  • A requirements analyst records acceptance criteria that the test engineer can later use to review coverage.
  • A security reviewer reads the same design decision as the implementation agent and records concerns against that decision.
  • A campaign brief gives content writers a shared audience, message, and review criteria.
  • A research note connects a source to the claim it supports, so a later synthesis can revisit the original evidence.
  • A runbook carries verification and recovery steps from planning into an operational change.

From the project’s README.

Getting started

From the README:

npm install -g aiwg
aiwg doctor

Where the decision sits

aiwg runs its own weights or its own runtime rather than calling a hosted API, so its decisions do not depend on a vendor being up or on a key being funded. The trade is that the model is now yours to keep current.

How active it is

Created 2025-08-14, last pushed 2026-11-02, 227 stars and 34 forks when we read it on 2026-11-02. Everything in this category is weeks old at most, so a stale push date means something different here than it would on a mature project. Check the repository before you depend on it.

Find out what your data actually supports

We turn your historical decisions into a frozen test set, then tell you which model, which threshold, and how much of it you can safely automate.