whaojie797-design/Novera-AI-pipeline

README 摘要

Novera-AI-pipeline four-agent-pipeline — an agent skill that turns one vague requirement into merged, gate-verified code through four specialized agents that keep each other honest: Specifier → Coder → Refactorer → Architect . Core philosophy: don't review the process — gate the outcome. The human reviews exactly one artifact (the acceptance spec) and trusts a welded-shut set of automated quality gates for everything else. The Pipeline Agent Role Does Never does 1. Specifier Requirements officer Compiles vague requests into Gherkin acceptance criteria + boundary conditions + DoD Write a single line of implementation 2. Coder Implementation officer Turns every acceptance and unit test green with a minimal implementation Over-engineer, or sneak in out-of-scope features 3. Refactorer Structure officer Improves structure without changing behavior; proves test strength with mutation testing Change business logic under the name of refactoring 4. Architect Gatekeeper (veto power) Emits per-gate PASS/FAIL with measured values; routes failures back upstream Rewrite code — it only adjudicates Failures never stall on a human: every FAIL carries the measured value vs. threshold and routes back…

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