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ralphinho-rfc-pipeline

ralphinho-rfc-pipeline is a skill for Claude Code, Codex from Jamkris/everything-gemini-code. It costs 28 tokens per session (343 once invoked), scanned A, a copy of ralphinho-rfc-pipeline, MIT.

A structured workflow for splitting a large software change into smaller tasks that multiple agents can complete and verify. It uses dependencies, tests, reviews, and a controlled merge process.

In plain words
What is it for?
Planning multi-agent feature work, defining independent work units, checking acceptance tests, managing merge queues, and recovering stalled tasks.
Why use it?
Large changes can become difficult to coordinate when tasks overlap or depend on one another. This workflow makes progress and failures easier to track before combining the work.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 87repo +1 3mo ago A scan 28 tokens copy · 89% MIT

Good fit Planning multi-agent feature work, defining independent work units, checking acceptance tests, managing merge queues, and recovering stalled tasks.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jamkris/everything-gemini-code/ralphinho-rfc-pipeline
View source ↗ Jamkris/everything-gemini-code geminicli.com
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Jamkris/everything-gemini-code --skill ralphinho-rfc-pipeline
Clone the repo
git clone --depth 1 https://github.com/Jamkris/everything-gemini-code

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ralphinho-rfc-pipeline

README.md
[![agentmods](https://agentmods.dev/badge/skills/jamkris/everything-gemini-code/ralphinho-rfc-pipeline/github.svg)](https://agentmods.dev/skills/jamkris/everything-gemini-code/ralphinho-rfc-pipeline)
Your own site
<a href="https://agentmods.dev/skills/jamkris/everything-gemini-code/ralphinho-rfc-pipeline"><img src="https://agentmods.dev/badge/skills/jamkris/everything-gemini-code/ralphinho-rfc-pipeline/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ralphinho-rfc-pipeline

Your own site · 80×15
<a href="https://agentmods.dev/skills/jamkris/everything-gemini-code/ralphinho-rfc-pipeline"><img src="https://agentmods.dev/badge/skills/jamkris/everything-gemini-code/ralphinho-rfc-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 28 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 343 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 89% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00028 $0.00343
Opus 5 $0.00014 $0.00171
Sonnet 5 $0.00006 $0.00069
Haiku 4.5 $0.00003 $0.00034

Measured 9d ago against content hash 3564f14e56b1, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ralphinho-rfc-pipeline scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

89% identical to ralphinho-rfc-pipeline — 9 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/ralphinho-rfc-pipeline/SKILL.md · 68 lines

What it actually says

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
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 68 lines · 28 tokens per session scan A 3564f14e56b1

Subscribe to this mod's changes

ralphinho-rfc-pipeline is a skill published in the GitHub repository Jamkris/everything-gemini-code (87 stars, last pushed 3mo ago), licensed MIT. It adds 28 tokens to every session and 343 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 89% identical to ralphinho-rfc-pipeline, differing in 9 lines, and is treated as a copy.

Building agentsPlanningai-agentsantigravitydeveloper-toolsgemini-cligemini-cli-extensiongemini-cli-skills
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