ai-literacy-superpowers
A Claude Code plugin that brings harness engineering to your development workflow — deterministic constraints, agent-based review, garbage collection, and a self-improving learning loop that gets better every session.
Quick Install
claude plugin marketplace add Habitat-Thinking/ai-literacy-superpowers
claude plugin install ai-literacy-superpowers
Then in any project:
/harness-init # Set up a living harness (choose which features to configure)
/harness-status # Check enforcement health
/harness-init lets you select which features to configure — context engineering, constraints, garbage collection, CI, and observability. All are selected by default. Re-run at any time to add more; existing configuration is preserved.
What This Plugin Does
The plugin implements harness engineering — the practice of surrounding AI code generation with deterministic tooling, agent-based review, and periodic entropy checks so that AI-assisted development stays trustworthy at scale.
It gives you:
- 24 skills — domain knowledge for security auditing, constraint design, context engineering, fitness functions, model sovereignty, and more
- 10 agents — autonomous workers for orchestration, enforcement, garbage collection, code review, and TDD
- 15 commands — slash commands for harness lifecycle, assessment, portfolio assessment, reflection, and convention management
- 3 enforcement loops — advisory at edit time, strict at merge time, investigative on schedule
Documentation Structure
This documentation follows the Diataxis framework:
| Section | Purpose | Start here if… |
|---|---|---|
| Tutorials | Learning-oriented walkthroughs | You’re new to the plugin |
| How-to Guides | Task-oriented instructions | You need to do something specific |
| Reference | Technical descriptions | You need exact details |
| Explanation | Understanding-oriented discussion | You want to understand the concepts |