alexwwang

A rigorous TDD development workflow enforcing Red-Green-Refactor at the pipeline level: Product Design → Technical Solution → Test Plan → Test Code → Business Code → Pre-Release Testing → System Quality Audit → Acceptance Testing. Phases 1–5 are creation phases with mandatory Ralph-loop review. Phase 6 is the pipeline's validation closure — systematic pre-release testing with bug root cause analysis and rollback paths. Phase 7 is an incremental system-level audit (16-pattern catalog, pair discovery, execution-order analysis). Phase 8 is functional acceptance — requirements traceability, AC-level verification, independent check, and release decision. No business code is written until tests exist and fail.

Design and execute double-blind A/B experiments for AI agent workflows. Progressive disclosure: assess the task below, then load the appropriate tier file (tier-1.md, tier-2.md, or tier-3.md). Each tier file is a self-contained protocol for that stakes level.

Aristotle — error reflection & learning agent. Activate with /aristotle. Triggers when the user says you were wrong, made a mistake, gave incorrect output, or corrects your work (e.g. "that's wrong", "not right", "you made an error", "不对", "搞错了", "错了", "纠正"). Also triggers in multi-agent scenarios when one agent detects errors in another agent's work during code review or task verification (e.g. "found an issue in", "this has a bug", "incorrect implementation", "this approach won't work", "this is wrong because", "review found errors in", "发现一个问题", "这里有个 bug", "实现有误", "这个方案不行", "检查发现了问题"). Spawns an isolated subagent to analyze sessions for model mistakes, perform 5-Why root-cause analysis, write preventive rules, then lets you review, confirm, or request revisions before rules are finalized.