cyberfabric/cyber-pilot

Embeds deterministic skill execution into AI coding assistants and CI pipelines, separating LLM tasks (reasoning, creativity) from structured validation handled by Python scripts—eliminating non-determinism in agent workflows. Provides artifact-first SDLC pipelines (PRD→DESIGN→ADR→CODE) with cross-artifact consistency checks, design-code traceability, and unified configuration across Windsurf, Cursor, Claude, Copilot, and OpenAI. Multi-agent compatible via universal skill specs and kit system; works language/stack-agnostic with GitHub PR integration and extensible validation rules.