AIWG
Give your AI assistant project context and specialist workflows
Carry decisions forward and review complex work in the AI tools you already use. AIWG supplies reusable instructions and workflows that help your assistant produce inspectable results and save context for the next task.
Start with one useful result
Open your project in your AI tool and follow Install, Connect, and Verify. The agent should preserve your existing work, verify the connection, and report whether your tool needs a reload.
Once connected, ask for a README review:
Use AIWG to review this project's README for unclear positioning and missing
onboarding steps. Save a report at
.aiwg/marketing/brand/audit/readme-review.md with file references and the
three highest-priority fixes. Leave the README unchanged.Open the report. Check that its findings identify real passages, explain the reader's problem, and recommend specific changes. In a later session, ask the agent to read the report and implement the first agreed fix.
Follow the quickstart or see an illustrative result and alternative tasks.
Choose the work you need to do
Software development
Plan a change, review its implementation, and connect decisions to tests.
Marketing and content
Prepare a campaign brief, review messaging, and refine a draft.
Research and knowledge
Organize sources, trace citations, and keep findings available for later work.
More workflows
Explore security reviews, forensics, media curation, operational runbooks, and optional utilities.
Use your existing AI tool
AIWG places readable instructions in locations your provider supports. Workflows can save plans, findings, and decisions in the project's .aiwg/ directory. Your assistant still needs to consult those artifacts, and its conclusions still need checking.
Integration status, deployment scope, and native capabilities vary. Consult the provider inventory and provider setup guides for your tool. Optional services and external actions require their corresponding configuration and integrations.
AIWG has 15 named provider integrations:
| Platform | Status |
|---|---|
| Claude Code | Stable |
| OpenAI Codex | Stable |
| GitHub Copilot | Stable |
| Cursor | Stable |
| DeepSeek Harness | Experimental |
| Factory AI | Stable |
| Hermes | Stable |
| OpenCode | Stable |
| OpenClaw | Stable |
| OpenHuman | Experimental |
| Google Antigravity CLI | Experimental |
| Oh My Pi | Experimental |
| Pi Coding Agent (pi.dev) | Experimental |
| Warp Terminal | Stable |
| Devin Desktop | Stable compatibility adapter |
Learn more
What is AIWG?
Examples, building blocks, and practical limitations.
Plan a team pilot
Assess adoption effort, review quality, and cost on a bounded task.
How the pieces work
See deployment, project artifacts, and optional runtime components.
CLI reference
Exact commands for manual operation and automation.