llms.txt@docs git:20260720.c62848bA

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# Borda's AI-Rig

> Five Claude Code plugins plus Codex Rig for Python/ML OSS development:
> specialist roles, calibrated workflows, validate-first discipline.

## Documentation

- [Overview](https://borda.github.io/AI-Rig/): Plugin suite — install, quick-start, how plugins compose
- [foundry](https://borda.github.io/AI-Rig/foundry/): Base infrastructure — 8 specialist agents, calibration, audit, self-improvement
- [oss](https://borda.github.io/AI-Rig/oss/): OSS maintainer workflows — parallel PR review, resolve feedback, SemVer releases
- [develop](https://borda.github.io/AI-Rig/develop/): Validate-first development — feature, fix, refactor, debug with mandatory test gates
- [research](https://borda.github.io/AI-Rig/research/): Structured ML experiments — SOTA search, design review, automated improvement loop
- [codemap](https://borda.github.io/AI-Rig/codemap/): Python structural indexer — import graph, blast-radius, function call graph
- [Codex Rig](https://borda.github.io/AI-Rig/codex-rig/): Native Codex workflows — 15 role cards, portable parallel routing, quality gates, and calibration

## Optional

- [GitHub Repository](https://github.com/Borda/AI-Rig): Source code and plugin files
- [Sitemap](https://borda.github.io/AI-Rig/sitemap.xml): All pages