Skip to content
ralphinho-rfc-pipeline logo

Ralphinho RFC Pipeline

ralphinho-rfc-pipeline

基于RFC驱动的多智能体DAG执行模式,包含质量门、合并队列和工作单元编排。

SKILL.md

Full skill instructions

Ralphinho RFC Pipeline

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.

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

More Automation skills

Daily schedule and task summary combining calendar events and pending to-dos for a specified date.

17.5K 451.2K
View

Delegate independent tasks to specialized agents working concurrently with isolated context.

295.4K 206.3K
View
playwright-cli logo
Automation

playwright-cli

Browser automation with 40+ commands for navigation, interaction, form filling, and web testing.

13.8K 175.3K
View

Launch Chromium with real-device fingerprints for multi-account operations, web scraping, and AI agent automation.

883 111.7K
View
firecrawl logo
Automation

firecrawl

Web scraping, search, crawling, and browser automation with LLM-optimized markdown output.

644 102.7K
View
browser-use logo
Automation

browser-use

Fast, persistent browser automation with session continuity across sequential agent commands.

117.2K 96.7K
View
agents-sdk logo
Automation

agents-sdk

Build stateful AI agents on Cloudflare Workers with persistent state, RPC methods, scheduling, and workflow orchestration.

3K 88K
View

Agents & automation AI tools

K
Agents & automation

Komos AI

A tool to turn screen demos into automated workflows.

Freemium
View
Microsoft Power Automate logo
Agents & automation

Microsoft Power Automate

Automate Your Business Processes Effortlessly with Microsoft Power Automate

Free
View
Agentgpt logo
Agents & automation

Agentgpt

Deploy autonomous AI Agents effortlessly in your browser.

Free
View
Cheat Layer logo
Agents & automation

Cheat Layer

Automate Your Business with Cheat Layer's Cutting-Edge AI

Paid
View
Magical AI logo
Agents & automation

Magical AI

Get sh*t done faster with AI-powered writing and task automation.

Free
View
MagicFlow logo
Agents & automation

MagicFlow

Create AI workflows with drag-and-drop simplicity.

Free
View
PixieBrix logo
Agents & automation

PixieBrix

Extend your apps, accelerate work

Paid
View