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/ralphinho-rfc-pipeline

RFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.

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awesome-claude-notes
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Install
$ npx -y skills add loulanyue/awesome-claude-notes --skill ralphinho-rfc-pipeline --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/ralphinho-rfc-pipeline

Context preview

The summary Claude sees to decide when to auto-load this skill.

RFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.

SKILL.md

ralphinho-rfc-pipeline.SKILL.md
name: ralphinho-rfc-pipeline
description: RFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.
origin: ECC

Ralphinho RFC Pipeline

Inspired by [humanplane](https://github.com/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.

Pipeline Stages

1. RFC intake 2. DAG decomposition 3. Unit assignment 4. Unit implementation 5. Unit validation 6. Merge queue and integration 7. Final system verification

Unit Spec Template

Each work unit should include:

  • `id`
  • `depends_on`
  • `scope`
  • `acceptance_tests`
  • `risk_level`
  • `rollback_plan`

Complexity Tiers

  • Tier 1: isolated file edits, deterministic tests
  • Tier 2: multi-file behavior changes, moderate integration risk
  • Tier 3: schema/auth/perf/security changes

Quality Pipeline per Unit

1. research 2. implementation plan 3. implementation 4. tests 5. review 6. merge-ready report

Merge Queue Rules

  • Never merge a unit with unresolved dependency failures.
  • Always rebase unit branches on latest integration branch.
  • Re-run integration tests after each queued merge.

Recovery

If a unit stalls:

  • evict from active queue
  • snapshot findings
  • regenerate narrowed unit scope
  • retry with updated constraints

Outputs

  • RFC execution log
  • unit scorecards
  • dependency graph snapshot
  • integration risk summary
Read more
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