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ralphinho-rfc-pipeline

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Ralphinho RFC Pipeline

Ralphinho RFC 流水线

Inspired by humanplane style RFC decomposition patterns and multi-unit orchestration workflows.
Use this skill when a feature is too large for a single agent pass and must be split into independently verifiable work units.
灵感来源于humanplane风格的RFC拆分模式和多单元编排工作流。
当某个功能规模过大，单个Agent无法一次性完成，必须拆分为多个可独立验证的工作单元时，可使用此技能。

Pipeline Stages

流水线阶段

  1. RFC intake
  2. DAG decomposition
  3. Unit assignment
  4. Unit implementation
  5. Unit validation
  6. Merge queue and integration
  7. Final system verification
  1. RFC 接收
  2. DAG 拆分
  3. 单元分配
  4. 单元实现
  5. 单元验证
  6. 合并队列与集成
  7. 最终系统验证

Unit Spec Template

单元规范模板

Each work unit should include:
  • id
  • depends_on
  • scope
  • acceptance_tests
  • risk_level
  • rollback_plan
每个工作单元应包含：
  • id
  • depends_on
  • scope
  • acceptance_tests
  • risk_level
  • rollback_plan

Complexity Tiers

复杂度层级

  • Tier 1: isolated file edits, deterministic tests
  • Tier 2: multi-file behavior changes, moderate integration risk
  • Tier 3: schema/auth/perf/security changes
  • Tier 1：独立文件编辑，确定性测试
  • Tier 2：多文件行为变更，中等集成风险
  • Tier 3：schema/auth/perf/security 相关变更

Quality Pipeline per Unit

单单元质量流水线

  1. research
  2. implementation plan
  3. implementation
  4. tests
  5. review
  6. merge-ready report
  1. 调研
  2. 实现方案
  3. 编码实现
  4. 测试
  5. 评审
  6. 可合并报告

Merge Queue Rules

合并队列规则

  • Never merge a unit with unresolved dependency failures.
  • Always rebase unit branches on latest integration branch.
  • Re-run integration tests after each queued merge.
  • 永远不得合并存在未解决依赖失败的单元
  • 始终基于最新集成分支对单元分支执行rebase操作
  • 每次队列合并完成后重新运行集成测试

Recovery

故障恢复

If a unit stalls:
  • evict from active queue
  • snapshot findings
  • regenerate narrowed unit scope
  • retry with updated constraints
如果某个单元执行停滞：
  • 将其移出活跃队列
  • 快照留存已产出的结论
  • 重新生成范围收窄的单元
  • 基于更新后的约束重试

Outputs

产出物

  • RFC execution log
  • unit scorecards
  • dependency graph snapshot
  • integration risk summary
  • RFC 执行日志
  • 单元评分卡
  • 依赖图快照
  • 集成风险汇总